warning: commands will be executed using /bin/sh
job 2070 at Thu Mar  6 15:24:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140304/YutaMouse20-140304/YutaMouse20-140304
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1008198 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 336066 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 17674 members 
Mstep: Class 3 contains 17583 members 
Mstep: Class 4 contains 17724 members 
Mstep: Class 5 contains 17618 members 
Mstep: Class 6 contains 17794 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 17598 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 17724 members 
Mstep: Class 11 contains 18019 members 
Mstep: Class 12 contains 17615 members 
Mstep: Class 13 contains 17528 members 
Mstep: Class 14 contains 17670 members 
Mstep: Class 15 contains 17518 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 17770 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 17683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 393.591003 but Gain 3155.816406
Score: -40665440.000000 Penalty: 56804.683594
Iteration 0F: 19 clusters Score -4.066544e+07 nChanged 316601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1170 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 13855 members 
Mstep: Class 3 contains 9442 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 12300 members 
Mstep: Class 6 contains 15555 members 
Mstep: Class 7 contains 10525 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 38416 members 
Mstep: Class 10 contains 14984 members 
Mstep: Class 11 contains 15205 members 
Mstep: Class 12 contains 14899 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 68008 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 12326 members 
Mstep: Class 18 contains 16234 members 
Mstep: Class 19 contains 42690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41986984.000000 Penalty: 56804.683594
Iteration 1F: 19 clusters Score -4.198698e+07 nChanged 148402
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 12650 members 
Mstep: Class 3 contains 5585 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 11374 members 
Mstep: Class 7 contains 4916 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 51912 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 9475 members 
Mstep: Class 12 contains 12024 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 103098 members 
Mstep: Class 16 contains 5724 members 
Mstep: Class 17 contains 11244 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 51865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1198.027222 but Gain 3155.816406
Score: -42451548.000000 Penalty: 53648.867188
Iteration 2F: 18 clusters Score -4.245155e+07 nChanged 94614
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 15196 members 
Mstep: Class 3 contains 4818 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 7068 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 56750 members 
Mstep: Class 10 contains 8839 members 
Mstep: Class 11 contains 7201 members 
Mstep: Class 12 contains 17060 members 
Mstep: Class 14 contains 22601 members 
Mstep: Class 15 contains 107668 members 
Mstep: Class 16 contains 8462 members 
Mstep: Class 17 contains 9658 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 52889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2522.313232 but Gain 3155.816406
Score: -42635072.000000 Penalty: 50493.050781
Iteration 3F: 17 clusters Score -4.263507e+07 nChanged 61933
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 5 contains 2086 members 
Mstep: Class 6 contains 6089 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 54586 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 3848 members 
Mstep: Class 12 contains 21016 members 
Mstep: Class 14 contains 27824 members 
Mstep: Class 15 contains 111188 members 
Mstep: Class 16 contains 11188 members 
Mstep: Class 17 contains 7665 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 48963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3128.093506 but Gain 3155.816406
Score: -42719508.000000 Penalty: 47337.234375
Iteration 4F: 16 clusters Score -4.271951e+07 nChanged 44930
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 15765 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 8 contains 1474 members 
Mstep: Class 9 contains 49778 members 
Mstep: Class 10 contains 8295 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 23467 members 
Mstep: Class 14 contains 30335 members 
Mstep: Class 15 contains 118195 members 
Mstep: Class 16 contains 13374 members 
Mstep: Class 17 contains 6639 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 44194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42770148.000000 Penalty: 47337.234375
Iteration 5F: 16 clusters Score -4.277015e+07 nChanged 33322
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 15143 members 
Mstep: Class 3 contains 6750 members 
Mstep: Class 6 contains 5829 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 9 contains 45339 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 25321 members 
Mstep: Class 14 contains 31372 members 
Mstep: Class 15 contains 124705 members 
Mstep: Class 16 contains 14223 members 
Mstep: Class 17 contains 6419 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 39161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42800636.000000 Penalty: 47337.234375
Iteration 6F: 16 clusters Score -4.280064e+07 nChanged 25972
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 14681 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 42804 members 
Mstep: Class 10 contains 8103 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 27446 members 
Mstep: Class 14 contains 31764 members 
Mstep: Class 15 contains 129797 members 
Mstep: Class 16 contains 13722 members 
Mstep: Class 17 contains 6450 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 34336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42821108.000000 Penalty: 47337.234375
Iteration 7F: 16 clusters Score -4.282111e+07 nChanged 21042
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 41198 members 
Mstep: Class 10 contains 8113 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 29734 members 
Mstep: Class 14 contains 31722 members 
Mstep: Class 15 contains 134241 members 
Mstep: Class 16 contains 12565 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 29634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42837260.000000 Penalty: 47337.234375
Iteration 8F: 16 clusters Score -4.283726e+07 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 14114 members 
Mstep: Class 3 contains 7536 members 
Mstep: Class 6 contains 6851 members 
Mstep: Class 8 contains 1481 members 
Mstep: Class 9 contains 39836 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 31960 members 
Mstep: Class 14 contains 31416 members 
Mstep: Class 15 contains 138285 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 6604 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 25381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42849344.000000 Penalty: 47337.234375
Iteration 9F: 16 clusters Score -4.284934e+07 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 13945 members 
Mstep: Class 3 contains 7551 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 38277 members 
Mstep: Class 10 contains 8518 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 34015 members 
Mstep: Class 14 contains 30995 members 
Mstep: Class 15 contains 141864 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 6727 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 21755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42860500.000000 Penalty: 47337.234375
Iteration 10Q: 16 clusters Score -4.28605e+07 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 13802 members 
Mstep: Class 3 contains 7479 members 
Mstep: Class 6 contains 8423 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 36580 members 
Mstep: Class 10 contains 8802 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 35812 members 
Mstep: Class 14 contains 30561 members 
Mstep: Class 15 contains 145072 members 
Mstep: Class 16 contains 8145 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 18626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869832.000000 Penalty: 47337.234375
Iteration 11Q: 16 clusters Score -4.286983e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 6 contains 9276 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 34852 members 
Mstep: Class 10 contains 9105 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 37351 members 
Mstep: Class 14 contains 30277 members 
Mstep: Class 15 contains 147604 members 
Mstep: Class 16 contains 6916 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 4413 members 
Mstep: Class 19 contains 16148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42876680.000000 Penalty: 47337.234375
Iteration 12Q: 16 clusters Score -4.287668e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 13627 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 6 contains 9994 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 33346 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 38548 members 
Mstep: Class 14 contains 30097 members 
Mstep: Class 15 contains 149653 members 
Mstep: Class 16 contains 5988 members 
Mstep: Class 17 contains 7287 members 
Mstep: Class 18 contains 4517 members 
Mstep: Class 19 contains 14183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42881220.000000 Penalty: 47337.234375
Iteration 13Q: 16 clusters Score -4.288122e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 13574 members 
Mstep: Class 3 contains 7284 members 
Mstep: Class 6 contains 10650 members 
Mstep: Class 8 contains 1472 members 
Mstep: Class 9 contains 32059 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 39415 members 
Mstep: Class 14 contains 30014 members 
Mstep: Class 15 contains 151169 members 
Mstep: Class 16 contains 5334 members 
Mstep: Class 17 contains 7281 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 12661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883900.000000 Penalty: 47337.234375
Iteration 14Q: 16 clusters Score -4.28839e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 13514 members 
Mstep: Class 3 contains 7330 members 
Mstep: Class 6 contains 11214 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 31035 members 
Mstep: Class 10 contains 10031 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 40044 members 
Mstep: Class 14 contains 29945 members 
Mstep: Class 15 contains 152253 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 11505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42885732.000000 Penalty: 47337.234375
Iteration 15Q: 16 clusters Score -4.288573e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 13496 members 
Mstep: Class 3 contains 7395 members 
Mstep: Class 6 contains 11721 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 30206 members 
Mstep: Class 10 contains 10324 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 40495 members 
Mstep: Class 14 contains 29871 members 
Mstep: Class 15 contains 152971 members 
Mstep: Class 16 contains 4526 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 4764 members 
Mstep: Class 19 contains 10580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42887060.000000 Penalty: 47337.234375
Iteration 16Q: 16 clusters Score -4.288706e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 13476 members 
Mstep: Class 3 contains 7506 members 
Mstep: Class 6 contains 12131 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 9 contains 29553 members 
Mstep: Class 10 contains 10603 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 40767 members 
Mstep: Class 14 contains 29813 members 
Mstep: Class 15 contains 153445 members 
Mstep: Class 16 contains 4312 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 9864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42887976.000000 Penalty: 47337.234375
Iteration 17Q: 16 clusters Score -4.288798e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 13463 members 
Mstep: Class 3 contains 7613 members 
Mstep: Class 6 contains 12508 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 9 contains 29019 members 
Mstep: Class 10 contains 10881 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 40976 members 
Mstep: Class 14 contains 29783 members 
Mstep: Class 15 contains 153744 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 9291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888544.000000 Penalty: 47337.234375
Iteration 18Q: 16 clusters Score -4.288854e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 13448 members 
Mstep: Class 3 contains 7723 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 28591 members 
Mstep: Class 10 contains 11122 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 12 contains 41135 members 
Mstep: Class 14 contains 29763 members 
Mstep: Class 15 contains 153896 members 
Mstep: Class 16 contains 4042 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 19 contains 8851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888820.000000 Penalty: 47337.234375
Iteration 19Q: 16 clusters Score -4.288882e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 13433 members 
Mstep: Class 3 contains 7816 members 
Mstep: Class 6 contains 13175 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 28294 members 
Mstep: Class 10 contains 11354 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 41250 members 
Mstep: Class 14 contains 29743 members 
Mstep: Class 15 contains 153941 members 
Mstep: Class 16 contains 3978 members 
Mstep: Class 17 contains 7227 members 
Mstep: Class 18 contains 4951 members 
Mstep: Class 19 contains 8450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889380.000000 Penalty: 47337.234375
Iteration 20F: 16 clusters Score -4.288938e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 13416 members 
Mstep: Class 3 contains 7895 members 
Mstep: Class 6 contains 13491 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 28034 members 
Mstep: Class 10 contains 11582 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41324 members 
Mstep: Class 14 contains 29741 members 
Mstep: Class 15 contains 153905 members 
Mstep: Class 16 contains 3943 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 4979 members 
Mstep: Class 19 contains 8097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889780.000000 Penalty: 47337.234375
Iteration 21Q: 16 clusters Score -4.288978e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 13399 members 
Mstep: Class 3 contains 7951 members 
Mstep: Class 6 contains 13752 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 27816 members 
Mstep: Class 10 contains 11811 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 41395 members 
Mstep: Class 14 contains 29727 members 
Mstep: Class 15 contains 153875 members 
Mstep: Class 16 contains 3918 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889988.000000 Penalty: 47337.234375
Iteration 22Q: 16 clusters Score -4.288999e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 13380 members 
Mstep: Class 3 contains 8007 members 
Mstep: Class 6 contains 13987 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 27624 members 
Mstep: Class 10 contains 12026 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 41461 members 
Mstep: Class 14 contains 29726 members 
Mstep: Class 15 contains 153766 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 7342 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 7513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890440.000000 Penalty: 47337.234375
Iteration 23Q: 16 clusters Score -4.289044e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 13367 members 
Mstep: Class 3 contains 8051 members 
Mstep: Class 6 contains 14220 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 27462 members 
Mstep: Class 10 contains 12245 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 41526 members 
Mstep: Class 14 contains 29718 members 
Mstep: Class 15 contains 153637 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 7393 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890536.000000 Penalty: 47337.234375
Iteration 24Q: 16 clusters Score -4.289054e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 13354 members 
Mstep: Class 3 contains 8082 members 
Mstep: Class 6 contains 14396 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 27312 members 
Mstep: Class 10 contains 12514 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 41573 members 
Mstep: Class 14 contains 29719 members 
Mstep: Class 15 contains 153465 members 
Mstep: Class 16 contains 3861 members 
Mstep: Class 17 contains 7450 members 
Mstep: Class 18 contains 5073 members 
Mstep: Class 19 contains 7095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890800.000000 Penalty: 47337.234375
Iteration 25Q: 16 clusters Score -4.28908e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 13344 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 6 contains 14585 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 27183 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41624 members 
Mstep: Class 14 contains 29733 members 
Mstep: Class 15 contains 153261 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 7514 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 6917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890952.000000 Penalty: 47337.234375
Iteration 26Q: 16 clusters Score -4.289095e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 13328 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 6 contains 14776 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 27067 members 
Mstep: Class 10 contains 12979 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41661 members 
Mstep: Class 14 contains 29743 members 
Mstep: Class 15 contains 153075 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891112.000000 Penalty: 47337.234375
Iteration 27Q: 16 clusters Score -4.289111e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 13314 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 6 contains 14974 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 26956 members 
Mstep: Class 10 contains 13162 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41697 members 
Mstep: Class 14 contains 29751 members 
Mstep: Class 15 contains 152902 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 6618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891240.000000 Penalty: 47337.234375
Iteration 28Q: 16 clusters Score -4.289124e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 13297 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 6 contains 15128 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 26853 members 
Mstep: Class 10 contains 13377 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41737 members 
Mstep: Class 14 contains 29763 members 
Mstep: Class 15 contains 152673 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 7741 members 
Mstep: Class 18 contains 5134 members 
Mstep: Class 19 contains 6500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891508.000000 Penalty: 47337.234375
Iteration 29Q: 16 clusters Score -4.289151e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 13287 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 6 contains 15299 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 26777 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41765 members 
Mstep: Class 14 contains 29774 members 
Mstep: Class 15 contains 152442 members 
Mstep: Class 16 contains 3828 members 
Mstep: Class 17 contains 7805 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 6394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891816.000000 Penalty: 47337.234375
Iteration 30Q: 16 clusters Score -4.289182e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 13267 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 6 contains 15483 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 26698 members 
Mstep: Class 10 contains 13749 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41787 members 
Mstep: Class 14 contains 29783 members 
Mstep: Class 15 contains 152246 members 
Mstep: Class 16 contains 3826 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 18 contains 5144 members 
Mstep: Class 19 contains 6288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892016.000000 Penalty: 47337.234375
Iteration 31Q: 16 clusters Score -4.289202e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 13250 members 
Mstep: Class 3 contains 8225 members 
Mstep: Class 6 contains 15638 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 26642 members 
Mstep: Class 10 contains 13912 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41806 members 
Mstep: Class 14 contains 29785 members 
Mstep: Class 15 contains 152074 members 
Mstep: Class 16 contains 3825 members 
Mstep: Class 17 contains 7901 members 
Mstep: Class 18 contains 5152 members 
Mstep: Class 19 contains 6187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892148.000000 Penalty: 47337.234375
Iteration 32Q: 16 clusters Score -4.289215e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 13231 members 
Mstep: Class 3 contains 8237 members 
Mstep: Class 6 contains 15782 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 26591 members 
Mstep: Class 10 contains 14073 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41824 members 
Mstep: Class 14 contains 29786 members 
Mstep: Class 15 contains 151905 members 
Mstep: Class 16 contains 3824 members 
Mstep: Class 17 contains 7951 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 6094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892276.000000 Penalty: 47337.234375
Iteration 33Q: 16 clusters Score -4.289228e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 13215 members 
Mstep: Class 3 contains 8248 members 
Mstep: Class 6 contains 15929 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 26540 members 
Mstep: Class 10 contains 14197 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41830 members 
Mstep: Class 14 contains 29771 members 
Mstep: Class 15 contains 151780 members 
Mstep: Class 16 contains 3822 members 
Mstep: Class 17 contains 7989 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892284.000000 Penalty: 47337.234375
Iteration 34Q: 16 clusters Score -4.289228e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 13204 members 
Mstep: Class 3 contains 8256 members 
Mstep: Class 6 contains 16087 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 26481 members 
Mstep: Class 10 contains 14310 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41848 members 
Mstep: Class 14 contains 29781 members 
Mstep: Class 15 contains 151650 members 
Mstep: Class 16 contains 3821 members 
Mstep: Class 17 contains 8029 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 5911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892324.000000 Penalty: 47337.234375
Iteration 35Q: 16 clusters Score -4.289232e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 8258 members 
Mstep: Class 6 contains 16217 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 26428 members 
Mstep: Class 10 contains 14430 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41863 members 
Mstep: Class 14 contains 29783 members 
Mstep: Class 15 contains 151553 members 
Mstep: Class 16 contains 3821 members 
Mstep: Class 17 contains 8060 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892452.000000 Penalty: 47337.234375
Iteration 36Q: 16 clusters Score -4.289245e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 13179 members 
Mstep: Class 3 contains 8263 members 
Mstep: Class 6 contains 16331 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 26383 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41876 members 
Mstep: Class 14 contains 29797 members 
Mstep: Class 15 contains 151455 members 
Mstep: Class 16 contains 3819 members 
Mstep: Class 17 contains 8093 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892532.000000 Penalty: 47337.234375
Iteration 37Q: 16 clusters Score -4.289253e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 13165 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 6 contains 16454 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 14667 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41883 members 
Mstep: Class 14 contains 29793 members 
Mstep: Class 15 contains 151376 members 
Mstep: Class 16 contains 3819 members 
Mstep: Class 17 contains 8127 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892600.000000 Penalty: 47337.234375
Iteration 38Q: 16 clusters Score -4.28926e+07 nChanged 512
Entering ConstructFrom: 
Score: -42892600.000000 Penalty: 47337.234375
Entering ConstructFrom: 
Trying to split cluster 1 (8355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Entering Unmasked Estep 
Score: -1008427.062500 Penalty: 2239.592773
	Iteration 0F: 2 clusters Score -1008427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1001874.375000 Penalty: 4479.185547
	Iteration 0F: 3 clusters Score -1001874 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1003742.187500 Penalty: 4479.185547
	Iteration 1F: 3 clusters Score -1003742 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1004026.437500 Penalty: 4479.185547
	Iteration 2F: 3 clusters Score -1004026 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1004194.250000 Penalty: 4479.185547
	Iteration 3Q: 3 clusters Score -1004194 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1004338.062500 Penalty: 4479.185547
	Iteration 4Q: 3 clusters Score -1004338 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1004469.125000 Penalty: 4479.185547
	Iteration 5Q: 3 clusters Score -1004469 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1004578.125000 Penalty: 4479.185547
	Iteration 6Q: 3 clusters Score -1004578 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1004687.312500 Penalty: 4479.185547
	Iteration 7Q: 3 clusters Score -1004687 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1004820.562500 Penalty: 4479.185547
	Iteration 8Q: 3 clusters Score -1004821 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1004954.687500 Penalty: 4479.185547
	Iteration 9Q: 3 clusters Score -1004955 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1005075.187500 Penalty: 4479.185547
	Iteration 10Q: 3 clusters Score -1005075 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1005181.250000 Penalty: 4479.185547
	Iteration 11Q: 3 clusters Score -1005181 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1005264.312500 Penalty: 4479.185547
	Iteration 12Q: 3 clusters Score -1005264 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1005346.187500 Penalty: 4479.185547
	Iteration 13Q: 3 clusters Score -1005346 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1005436.437500 Penalty: 4479.185547
	Iteration 14Q: 3 clusters Score -1005436 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1005527.187500 Penalty: 4479.185547
	Iteration 15Q: 3 clusters Score -1005527 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1005628.750000 Penalty: 4479.185547
	Iteration 16Q: 3 clusters Score -1005629 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1005723.750000 Penalty: 4479.185547
	Iteration 17Q: 3 clusters Score -1005724 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1005814.562500 Penalty: 4479.185547
	Iteration 18Q: 3 clusters Score -1005815 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1005902.250000 Penalty: 4479.185547
	Iteration 19Q: 3 clusters Score -1005902 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1005975.875000 Penalty: 4479.185547
	Iteration 20F: 3 clusters Score -1005976 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1006057.312500 Penalty: 4479.185547
	Iteration 21Q: 3 clusters Score -1006057 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1006117.062500 Penalty: 4479.185547
	Iteration 22Q: 3 clusters Score -1006117 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1006179.000000 Penalty: 4479.185547
	Iteration 23Q: 3 clusters Score -1006179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1006244.250000 Penalty: 4479.185547
	Iteration 24Q: 3 clusters Score -1006244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1006307.500000 Penalty: 4479.185547
	Iteration 25Q: 3 clusters Score -1006308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1006364.875000 Penalty: 4479.185547
	Iteration 26Q: 3 clusters Score -1006365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1006423.000000 Penalty: 4479.185547
	Iteration 27Q: 3 clusters Score -1006423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1006464.125000 Penalty: 4479.185547
	Iteration 28Q: 3 clusters Score -1006464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1006497.875000 Penalty: 4479.185547
	Iteration 29Q: 3 clusters Score -1006498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1006526.125000 Penalty: 4479.185547
	Iteration 30Q: 3 clusters Score -1006526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1006552.500000 Penalty: 4479.185547
	Iteration 31Q: 3 clusters Score -1006552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1006567.812500 Penalty: 4479.185547
	Iteration 32Q: 3 clusters Score -1006568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1006574.750000 Penalty: 4479.185547
	Iteration 33Q: 3 clusters Score -1006575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1006587.437500 Penalty: 4479.185547
	Iteration 34Q: 3 clusters Score -1006587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1006595.375000 Penalty: 4479.185547
	Iteration 35Q: 3 clusters Score -1006595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1006600.687500 Penalty: 4479.185547
	Iteration 36Q: 3 clusters Score -1006601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1006604.187500 Penalty: 4479.185547
	Iteration 37Q: 3 clusters Score -1006604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1006607.250000 Penalty: 4479.185547
	Iteration 38Q: 3 clusters Score -1006607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1006611.500000 Penalty: 4479.185547
	Iteration 39Q: 3 clusters Score -1006612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1006614.750000 Penalty: 4479.185547
	Iteration 40F: 3 clusters Score -1006615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1006618.437500 Penalty: 4479.185547
	Iteration 41Q: 3 clusters Score -1006618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1006623.500000 Penalty: 4479.185547
	Iteration 42Q: 3 clusters Score -1006624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1006629.250000 Penalty: 4479.185547
	Iteration 43Q: 3 clusters Score -1006629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1006633.375000 Penalty: 4479.185547
	Iteration 44Q: 3 clusters Score -1006633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1006636.312500 Penalty: 4479.185547
	Iteration 45Q: 3 clusters Score -1006636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1006639.312500 Penalty: 4479.185547
	Iteration 46Q: 3 clusters Score -1006639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1006639.750000 Penalty: 4479.185547
	Iteration 47Q: 3 clusters Score -1006640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1006640.437500 Penalty: 4479.185547
	Iteration 48Q: 3 clusters Score -1006640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1006642.687500 Penalty: 4479.185547
	Iteration 49Q: 3 clusters Score -1006643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1006648.750000 Penalty: 4479.185547
	Iteration 50Q: 3 clusters Score -1006649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1006652.750000 Penalty: 4479.185547
	Iteration 51Q: 3 clusters Score -1006653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1006657.750000 Penalty: 4479.185547
	Iteration 52Q: 3 clusters Score -1006658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1006663.937500 Penalty: 4479.185547
	Iteration 53Q: 3 clusters Score -1006664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1006669.000000 Penalty: 4479.185547
	Iteration 54Q: 3 clusters Score -1006669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1006676.312500 Penalty: 4479.185547
	Iteration 55Q: 3 clusters Score -1006676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1006680.625000 Penalty: 4479.185547
	Iteration 56Q: 3 clusters Score -1006681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1006686.562500 Penalty: 4479.185547
	Iteration 57Q: 3 clusters Score -1006687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1006693.437500 Penalty: 4479.185547
	Iteration 58Q: 3 clusters Score -1006693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1006699.812500 Penalty: 4479.185547
	Iteration 59Q: 3 clusters Score -1006700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1006702.812500 Penalty: 4479.185547
	Iteration 60F: 3 clusters Score -1006703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1006706.437500 Penalty: 4479.185547
	Iteration 61Q: 3 clusters Score -1006706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1006712.062500 Penalty: 4479.185547
	Iteration 62Q: 3 clusters Score -1006712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1006714.625000 Penalty: 4479.185547
	Iteration 63Q: 3 clusters Score -1006715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1006722.750000 Penalty: 4479.185547
	Iteration 64Q: 3 clusters Score -1006723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1006730.375000 Penalty: 4479.185547
	Iteration 65Q: 3 clusters Score -1006730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1006737.750000 Penalty: 4479.185547
	Iteration 66Q: 3 clusters Score -1006738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1006748.312500 Penalty: 4479.185547
	Iteration 67Q: 3 clusters Score -1006748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1006750.562500 Penalty: 4479.185547
	Iteration 68Q: 3 clusters Score -1006751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1006754.375000 Penalty: 4479.185547
	Iteration 69Q: 3 clusters Score -1006754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1006760.937500 Penalty: 4479.185547
	Iteration 70Q: 3 clusters Score -1006761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1006764.750000 Penalty: 4479.185547
	Iteration 71Q: 3 clusters Score -1006765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1006769.437500 Penalty: 4479.185547
	Iteration 72Q: 3 clusters Score -1006769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1006777.312500 Penalty: 4479.185547
	Iteration 73Q: 3 clusters Score -1006777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1006776.937500 Penalty: 4479.185547
	Iteration 74Q: 3 clusters Score -1006777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1006779.625000 Penalty: 4479.185547
	Iteration 75Q: 3 clusters Score -1006780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1006778.562500 Penalty: 4479.185547
	Iteration 76Q: 3 clusters Score -1006779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1006780.000000 Penalty: 4479.185547
	Iteration 77Q: 3 clusters Score -1006780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1006779.937500 Penalty: 4479.185547
	Iteration 78Q: 3 clusters Score -1006780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1006783.062500 Penalty: 4479.185547
	Iteration 79Q: 3 clusters Score -1006783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1006783.562500 Penalty: 4479.185547
	Iteration 80F: 3 clusters Score -1006784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1006782.750000 Penalty: 4479.185547
	Iteration 81Q: 3 clusters Score -1006783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1006782.750000 Penalty: 4479.185547
	Iteration 82F: 3 clusters Score -1006783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Entering Unmasked Estep 
Score: -1733904.000000 Penalty: 2352.245605
	Iteration 0F: 2 clusters Score -1733904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1724108.500000 Penalty: 4704.491211
	Iteration 0F: 3 clusters Score -1724108 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1727190.000000 Penalty: 4704.491211
	Iteration 1F: 3 clusters Score -1727190 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1727529.000000 Penalty: 4704.491211
	Iteration 2F: 3 clusters Score -1727529 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1727744.375000 Penalty: 4704.491211
	Iteration 3Q: 3 clusters Score -1727744 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1727905.875000 Penalty: 4704.491211
	Iteration 4Q: 3 clusters Score -1727906 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1728029.000000 Penalty: 4704.491211
	Iteration 5Q: 3 clusters Score -1728029 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1728122.125000 Penalty: 4704.491211
	Iteration 6Q: 3 clusters Score -1728122 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1728227.750000 Penalty: 4704.491211
	Iteration 7Q: 3 clusters Score -1728228 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1728327.875000 Penalty: 4704.491211
	Iteration 8Q: 3 clusters Score -1728328 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1728417.875000 Penalty: 4704.491211
	Iteration 9Q: 3 clusters Score -1728418 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1728503.750000 Penalty: 4704.491211
	Iteration 10Q: 3 clusters Score -1728504 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1728598.875000 Penalty: 4704.491211
	Iteration 11Q: 3 clusters Score -1728599 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1728698.750000 Penalty: 4704.491211
	Iteration 12Q: 3 clusters Score -1728699 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1728803.500000 Penalty: 4704.491211
	Iteration 13Q: 3 clusters Score -1728804 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1728930.750000 Penalty: 4704.491211
	Iteration 14Q: 3 clusters Score -1728931 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1729087.875000 Penalty: 4704.491211
	Iteration 15Q: 3 clusters Score -1729088 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1729262.250000 Penalty: 4704.491211
	Iteration 16Q: 3 clusters Score -1729262 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1729462.750000 Penalty: 4704.491211
	Iteration 17Q: 3 clusters Score -1729463 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1729707.500000 Penalty: 4704.491211
	Iteration 18Q: 3 clusters Score -1729708 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1729989.000000 Penalty: 4704.491211
	Iteration 19Q: 3 clusters Score -1729989 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1730335.250000 Penalty: 4704.491211
	Iteration 20F: 3 clusters Score -1730335 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1730701.500000 Penalty: 4704.491211
	Iteration 21Q: 3 clusters Score -1730702 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1731032.625000 Penalty: 4704.491211
	Iteration 22Q: 3 clusters Score -1731033 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1731294.750000 Penalty: 4704.491211
	Iteration 23Q: 3 clusters Score -1731295 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1731510.625000 Penalty: 4704.491211
	Iteration 24Q: 3 clusters Score -1731511 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1731645.750000 Penalty: 4704.491211
	Iteration 25Q: 3 clusters Score -1731646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1731734.125000 Penalty: 4704.491211
	Iteration 26Q: 3 clusters Score -1731734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1731799.000000 Penalty: 4704.491211
	Iteration 27Q: 3 clusters Score -1731799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1731838.750000 Penalty: 4704.491211
	Iteration 28Q: 3 clusters Score -1731839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1731869.250000 Penalty: 4704.491211
	Iteration 29Q: 3 clusters Score -1731869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1731891.750000 Penalty: 4704.491211
	Iteration 30Q: 3 clusters Score -1731892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1731909.625000 Penalty: 4704.491211
	Iteration 31Q: 3 clusters Score -1731910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1731921.375000 Penalty: 4704.491211
	Iteration 32Q: 3 clusters Score -1731921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1731929.500000 Penalty: 4704.491211
	Iteration 33Q: 3 clusters Score -1731930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1731932.750000 Penalty: 4704.491211
	Iteration 34Q: 3 clusters Score -1731933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1731938.625000 Penalty: 4704.491211
	Iteration 35Q: 3 clusters Score -1731939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1731944.125000 Penalty: 4704.491211
	Iteration 36Q: 3 clusters Score -1731944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1731949.750000 Penalty: 4704.491211
	Iteration 37Q: 3 clusters Score -1731950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1731951.750000 Penalty: 4704.491211
	Iteration 38Q: 3 clusters Score -1731952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1731957.750000 Penalty: 4704.491211
	Iteration 39Q: 3 clusters Score -1731958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1731957.750000 Penalty: 4704.491211
	Iteration 40F: 3 clusters Score -1731958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Entering Unmasked Estep 
Score: -1067468.375000 Penalty: 2237.326416
	Iteration 0F: 2 clusters Score -1067468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1060928.250000 Penalty: 4474.652832
	Iteration 0F: 3 clusters Score -1060928 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1062898.375000 Penalty: 4474.652832
	Iteration 1F: 3 clusters Score -1062898 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1063387.375000 Penalty: 4474.652832
	Iteration 2F: 3 clusters Score -1063387 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1063817.125000 Penalty: 4474.652832
	Iteration 3F: 3 clusters Score -1063817 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1064175.375000 Penalty: 4474.652832
	Iteration 4F: 3 clusters Score -1064175 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1064441.750000 Penalty: 4474.652832
	Iteration 5F: 3 clusters Score -1064442 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1064615.500000 Penalty: 4474.652832
	Iteration 6Q: 3 clusters Score -1064616 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1064746.125000 Penalty: 4474.652832
	Iteration 7Q: 3 clusters Score -1064746 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1064840.000000 Penalty: 4474.652832
	Iteration 8Q: 3 clusters Score -1064840 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1064926.000000 Penalty: 4474.652832
	Iteration 9Q: 3 clusters Score -1064926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1064994.500000 Penalty: 4474.652832
	Iteration 10Q: 3 clusters Score -1064994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1065078.500000 Penalty: 4474.652832
	Iteration 11Q: 3 clusters Score -1065078 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1065161.625000 Penalty: 4474.652832
	Iteration 12Q: 3 clusters Score -1065162 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1065248.750000 Penalty: 4474.652832
	Iteration 13Q: 3 clusters Score -1065249 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1065302.750000 Penalty: 4474.652832
	Iteration 14Q: 3 clusters Score -1065303 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1065341.375000 Penalty: 4474.652832
	Iteration 15Q: 3 clusters Score -1065341 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1065376.250000 Penalty: 4474.652832
	Iteration 16Q: 3 clusters Score -1065376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1065413.125000 Penalty: 4474.652832
	Iteration 17Q: 3 clusters Score -1065413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1065439.125000 Penalty: 4474.652832
	Iteration 18Q: 3 clusters Score -1065439 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1065466.000000 Penalty: 4474.652832
	Iteration 19Q: 3 clusters Score -1065466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1065487.625000 Penalty: 4474.652832
	Iteration 20F: 3 clusters Score -1065488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1065511.875000 Penalty: 4474.652832
	Iteration 21Q: 3 clusters Score -1065512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1065539.375000 Penalty: 4474.652832
	Iteration 22Q: 3 clusters Score -1065539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1065567.250000 Penalty: 4474.652832
	Iteration 23Q: 3 clusters Score -1065567 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1065596.750000 Penalty: 4474.652832
	Iteration 24Q: 3 clusters Score -1065597 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1065624.750000 Penalty: 4474.652832
	Iteration 25Q: 3 clusters Score -1065625 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1065658.000000 Penalty: 4474.652832
	Iteration 26Q: 3 clusters Score -1065658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1065687.500000 Penalty: 4474.652832
	Iteration 27Q: 3 clusters Score -1065688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1065724.250000 Penalty: 4474.652832
	Iteration 28Q: 3 clusters Score -1065724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1065752.125000 Penalty: 4474.652832
	Iteration 29Q: 3 clusters Score -1065752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1065783.125000 Penalty: 4474.652832
	Iteration 30Q: 3 clusters Score -1065783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1065807.000000 Penalty: 4474.652832
	Iteration 31Q: 3 clusters Score -1065807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1065828.500000 Penalty: 4474.652832
	Iteration 32Q: 3 clusters Score -1065828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1065853.125000 Penalty: 4474.652832
	Iteration 33Q: 3 clusters Score -1065853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1065867.625000 Penalty: 4474.652832
	Iteration 34Q: 3 clusters Score -1065868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1065883.750000 Penalty: 4474.652832
	Iteration 35Q: 3 clusters Score -1065884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1065897.500000 Penalty: 4474.652832
	Iteration 36Q: 3 clusters Score -1065898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1065907.250000 Penalty: 4474.652832
	Iteration 37Q: 3 clusters Score -1065907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1065919.125000 Penalty: 4474.652832
	Iteration 38Q: 3 clusters Score -1065919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1065927.375000 Penalty: 4474.652832
	Iteration 39Q: 3 clusters Score -1065927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1065931.625000 Penalty: 4474.652832
	Iteration 40F: 3 clusters Score -1065932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1065935.750000 Penalty: 4474.652832
	Iteration 41Q: 3 clusters Score -1065936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1065937.125000 Penalty: 4474.652832
	Iteration 42Q: 3 clusters Score -1065937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1065938.875000 Penalty: 4474.652832
	Iteration 43Q: 3 clusters Score -1065939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1065943.500000 Penalty: 4474.652832
	Iteration 44Q: 3 clusters Score -1065944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1065944.125000 Penalty: 4474.652832
	Iteration 45Q: 3 clusters Score -1065944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1065945.750000 Penalty: 4474.652832
	Iteration 46Q: 3 clusters Score -1065946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1065948.750000 Penalty: 4474.652832
	Iteration 47Q: 3 clusters Score -1065949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1065951.500000 Penalty: 4474.652832
	Iteration 48Q: 3 clusters Score -1065952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1065954.500000 Penalty: 4474.652832
	Iteration 49Q: 3 clusters Score -1065954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1065957.750000 Penalty: 4474.652832
	Iteration 50Q: 3 clusters Score -1065958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1065959.375000 Penalty: 4474.652832
	Iteration 51Q: 3 clusters Score -1065959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1065961.875000 Penalty: 4474.652832
	Iteration 52Q: 3 clusters Score -1065962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1065963.250000 Penalty: 4474.652832
	Iteration 53Q: 3 clusters Score -1065963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1065966.750000 Penalty: 4474.652832
	Iteration 54Q: 3 clusters Score -1065967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1065966.125000 Penalty: 4474.652832
	Iteration 55Q: 3 clusters Score -1065966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1065966.375000 Penalty: 4474.652832
	Iteration 56Q: 3 clusters Score -1065966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1065966.375000 Penalty: 4474.652832
	Iteration 57F: 3 clusters Score -1065966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Entering Unmasked Estep 
Score: -2054834.500000 Penalty: 2409.286865
	Iteration 0F: 2 clusters Score -2054834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2043020.500000 Penalty: 4818.573730
	Iteration 0F: 3 clusters Score -2043020 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2046809.250000 Penalty: 4818.573730
	Iteration 1F: 3 clusters Score -2046809 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2047217.250000 Penalty: 4818.573730
	Iteration 2F: 3 clusters Score -2047217 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2047477.875000 Penalty: 4818.573730
	Iteration 3Q: 3 clusters Score -2047478 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2047707.125000 Penalty: 4818.573730
	Iteration 4Q: 3 clusters Score -2047707 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2047908.500000 Penalty: 4818.573730
	Iteration 5Q: 3 clusters Score -2047908 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2048088.875000 Penalty: 4818.573730
	Iteration 6Q: 3 clusters Score -2048089 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2048281.625000 Penalty: 4818.573730
	Iteration 7Q: 3 clusters Score -2048282 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2048499.625000 Penalty: 4818.573730
	Iteration 8Q: 3 clusters Score -2048500 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2048711.250000 Penalty: 4818.573730
	Iteration 9Q: 3 clusters Score -2048711 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2048927.375000 Penalty: 4818.573730
	Iteration 10Q: 3 clusters Score -2048927 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2049188.750000 Penalty: 4818.573730
	Iteration 11Q: 3 clusters Score -2049189 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2049515.250000 Penalty: 4818.573730
	Iteration 12Q: 3 clusters Score -2049515 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2049885.750000 Penalty: 4818.573730
	Iteration 13Q: 3 clusters Score -2049886 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2050306.375000 Penalty: 4818.573730
	Iteration 14Q: 3 clusters Score -2050306 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2050692.750000 Penalty: 4818.573730
	Iteration 15Q: 3 clusters Score -2050693 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2051032.000000 Penalty: 4818.573730
	Iteration 16Q: 3 clusters Score -2051032 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2051333.875000 Penalty: 4818.573730
	Iteration 17Q: 3 clusters Score -2051334 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2051572.875000 Penalty: 4818.573730
	Iteration 18Q: 3 clusters Score -2051573 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2051745.000000 Penalty: 4818.573730
	Iteration 19Q: 3 clusters Score -2051745 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2051845.375000 Penalty: 4818.573730
	Iteration 20F: 3 clusters Score -2051845 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2051931.125000 Penalty: 4818.573730
	Iteration 21Q: 3 clusters Score -2051931 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2051985.500000 Penalty: 4818.573730
	Iteration 22Q: 3 clusters Score -2051986 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2052035.000000 Penalty: 4818.573730
	Iteration 23Q: 3 clusters Score -2052035 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2052077.750000 Penalty: 4818.573730
	Iteration 24Q: 3 clusters Score -2052078 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2052123.375000 Penalty: 4818.573730
	Iteration 25Q: 3 clusters Score -2052123 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2052165.250000 Penalty: 4818.573730
	Iteration 26Q: 3 clusters Score -2052165 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2052211.875000 Penalty: 4818.573730
	Iteration 27Q: 3 clusters Score -2052212 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2052259.625000 Penalty: 4818.573730
	Iteration 28Q: 3 clusters Score -2052260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2052302.750000 Penalty: 4818.573730
	Iteration 29Q: 3 clusters Score -2052303 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2052352.375000 Penalty: 4818.573730
	Iteration 30Q: 3 clusters Score -2052352 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2052408.250000 Penalty: 4818.573730
	Iteration 31Q: 3 clusters Score -2052408 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2052461.000000 Penalty: 4818.573730
	Iteration 32Q: 3 clusters Score -2052461 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2052498.125000 Penalty: 4818.573730
	Iteration 33Q: 3 clusters Score -2052498 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2052531.625000 Penalty: 4818.573730
	Iteration 34Q: 3 clusters Score -2052532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2052568.000000 Penalty: 4818.573730
	Iteration 35Q: 3 clusters Score -2052568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2052599.125000 Penalty: 4818.573730
	Iteration 36Q: 3 clusters Score -2052599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2052619.250000 Penalty: 4818.573730
	Iteration 37Q: 3 clusters Score -2052619 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2052641.625000 Penalty: 4818.573730
	Iteration 38Q: 3 clusters Score -2052642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2052661.625000 Penalty: 4818.573730
	Iteration 39Q: 3 clusters Score -2052662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2052682.125000 Penalty: 4818.573730
	Iteration 40F: 3 clusters Score -2052682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2052694.500000 Penalty: 4818.573730
	Iteration 41Q: 3 clusters Score -2052694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2052712.000000 Penalty: 4818.573730
	Iteration 42Q: 3 clusters Score -2052712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2052716.500000 Penalty: 4818.573730
	Iteration 43Q: 3 clusters Score -2052716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2052739.500000 Penalty: 4818.573730
	Iteration 44Q: 3 clusters Score -2052740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2052762.625000 Penalty: 4818.573730
	Iteration 45Q: 3 clusters Score -2052763 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2052780.500000 Penalty: 4818.573730
	Iteration 46Q: 3 clusters Score -2052780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2052791.750000 Penalty: 4818.573730
	Iteration 47Q: 3 clusters Score -2052792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2052808.375000 Penalty: 4818.573730
	Iteration 48Q: 3 clusters Score -2052808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2052826.500000 Penalty: 4818.573730
	Iteration 49Q: 3 clusters Score -2052826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2052849.875000 Penalty: 4818.573730
	Iteration 50Q: 3 clusters Score -2052850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2052870.125000 Penalty: 4818.573730
	Iteration 51Q: 3 clusters Score -2052870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2052877.875000 Penalty: 4818.573730
	Iteration 52Q: 3 clusters Score -2052878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2052895.250000 Penalty: 4818.573730
	Iteration 53Q: 3 clusters Score -2052895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2052908.000000 Penalty: 4818.573730
	Iteration 54Q: 3 clusters Score -2052908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2052910.000000 Penalty: 4818.573730
	Iteration 55Q: 3 clusters Score -2052910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2052925.375000 Penalty: 4818.573730
	Iteration 56Q: 3 clusters Score -2052925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2052942.500000 Penalty: 4818.573730
	Iteration 57Q: 3 clusters Score -2052942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2052947.375000 Penalty: 4818.573730
	Iteration 58Q: 3 clusters Score -2052947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2052955.500000 Penalty: 4818.573730
	Iteration 59Q: 3 clusters Score -2052956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2052969.250000 Penalty: 4818.573730
	Iteration 60F: 3 clusters Score -2052969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2052978.000000 Penalty: 4818.573730
	Iteration 61Q: 3 clusters Score -2052978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2052983.625000 Penalty: 4818.573730
	Iteration 62Q: 3 clusters Score -2052984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2052993.750000 Penalty: 4818.573730
	Iteration 63Q: 3 clusters Score -2052994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2052989.750000 Penalty: 4818.573730
	Iteration 64Q: 3 clusters Score -2052990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2052995.625000 Penalty: 4818.573730
	Iteration 65Q: 3 clusters Score -2052996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2052999.125000 Penalty: 4818.573730
	Iteration 66Q: 3 clusters Score -2052999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2053001.125000 Penalty: 4818.573730
	Iteration 67Q: 3 clusters Score -2053001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2053003.000000 Penalty: 4818.573730
	Iteration 68Q: 3 clusters Score -2053003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2053005.000000 Penalty: 4818.573730
	Iteration 69Q: 3 clusters Score -2053005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2053008.625000 Penalty: 4818.573730
	Iteration 70Q: 3 clusters Score -2053009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2053015.250000 Penalty: 4818.573730
	Iteration 71Q: 3 clusters Score -2053015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2053016.750000 Penalty: 4818.573730
	Iteration 72Q: 3 clusters Score -2053017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2053017.875000 Penalty: 4818.573730
	Iteration 73Q: 3 clusters Score -2053018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2053025.875000 Penalty: 4818.573730
	Iteration 74Q: 3 clusters Score -2053026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2053026.500000 Penalty: 4818.573730
	Iteration 75Q: 3 clusters Score -2053026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2053028.000000 Penalty: 4818.573730
	Iteration 76Q: 3 clusters Score -2053028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2053031.000000 Penalty: 4818.573730
	Iteration 77Q: 3 clusters Score -2053031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2053037.250000 Penalty: 4818.573730
	Iteration 78Q: 3 clusters Score -2053037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2053041.375000 Penalty: 4818.573730
	Iteration 79Q: 3 clusters Score -2053041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2053042.500000 Penalty: 4818.573730
	Iteration 80F: 3 clusters Score -2053042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2053049.250000 Penalty: 4818.573730
	Iteration 81Q: 3 clusters Score -2053049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2053048.875000 Penalty: 4818.573730
	Iteration 82Q: 3 clusters Score -2053049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2053058.875000 Penalty: 4818.573730
	Iteration 83Q: 3 clusters Score -2053059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2053060.875000 Penalty: 4818.573730
	Iteration 84Q: 3 clusters Score -2053061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2053064.500000 Penalty: 4818.573730
	Iteration 85Q: 3 clusters Score -2053064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2053064.500000 Penalty: 4818.573730
	Iteration 86Q: 3 clusters Score -2053064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2053068.875000 Penalty: 4818.573730
	Iteration 87Q: 3 clusters Score -2053069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2053071.250000 Penalty: 4818.573730
	Iteration 88Q: 3 clusters Score -2053071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2053071.875000 Penalty: 4818.573730
	Iteration 89Q: 3 clusters Score -2053072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2053073.750000 Penalty: 4818.573730
	Iteration 90Q: 3 clusters Score -2053074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2053073.875000 Penalty: 4818.573730
	Iteration 91Q: 3 clusters Score -2053074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2053073.375000 Penalty: 4818.573730
	Iteration 92Q: 3 clusters Score -2053073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2053077.000000 Penalty: 4818.573730
	Iteration 93Q: 3 clusters Score -2053077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2053081.125000 Penalty: 4818.573730
	Iteration 94Q: 3 clusters Score -2053081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2053078.750000 Penalty: 4818.573730
	Iteration 95Q: 3 clusters Score -2053079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2053079.500000 Penalty: 4818.573730
	Iteration 96Q: 3 clusters Score -2053080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2053089.625000 Penalty: 4818.573730
	Iteration 97Q: 3 clusters Score -2053090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2053087.250000 Penalty: 4818.573730
	Iteration 98Q: 3 clusters Score -2053087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2053088.875000 Penalty: 4818.573730
	Iteration 99Q: 3 clusters Score -2053089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2053088.375000 Penalty: 4818.573730
	Iteration 100F: 3 clusters Score -2053088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2053093.875000 Penalty: 4818.573730
	Iteration 101Q: 3 clusters Score -2053094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2053095.500000 Penalty: 4818.573730
	Iteration 102Q: 3 clusters Score -2053096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2053095.750000 Penalty: 4818.573730
	Iteration 103Q: 3 clusters Score -2053096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2053097.125000 Penalty: 4818.573730
	Iteration 104Q: 3 clusters Score -2053097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2053097.500000 Penalty: 4818.573730
	Iteration 105Q: 3 clusters Score -2053098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2053100.875000 Penalty: 4818.573730
	Iteration 106Q: 3 clusters Score -2053101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2053105.750000 Penalty: 4818.573730
	Iteration 107Q: 3 clusters Score -2053106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2053105.250000 Penalty: 4818.573730
	Iteration 108Q: 3 clusters Score -2053105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2053107.000000 Penalty: 4818.573730
	Iteration 109Q: 3 clusters Score -2053107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2053111.375000 Penalty: 4818.573730
	Iteration 110Q: 3 clusters Score -2053111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2053111.375000 Penalty: 4818.573730
	Iteration 111Q: 3 clusters Score -2053111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2053113.000000 Penalty: 4818.573730
	Iteration 112Q: 3 clusters Score -2053113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2053113.625000 Penalty: 4818.573730
	Iteration 113Q: 3 clusters Score -2053114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2053117.875000 Penalty: 4818.573730
	Iteration 114Q: 3 clusters Score -2053118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2053117.625000 Penalty: 4818.573730
	Iteration 115Q: 3 clusters Score -2053118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2053122.625000 Penalty: 4818.573730
	Iteration 116Q: 3 clusters Score -2053123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2053127.250000 Penalty: 4818.573730
	Iteration 117Q: 3 clusters Score -2053127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2053131.750000 Penalty: 4818.573730
	Iteration 118Q: 3 clusters Score -2053132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2053134.125000 Penalty: 4818.573730
	Iteration 119Q: 3 clusters Score -2053134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2053138.500000 Penalty: 4818.573730
	Iteration 120F: 3 clusters Score -2053138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2053139.375000 Penalty: 4818.573730
	Iteration 121Q: 3 clusters Score -2053139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2053139.750000 Penalty: 4818.573730
	Iteration 122Q: 3 clusters Score -2053140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2053143.875000 Penalty: 4818.573730
	Iteration 123Q: 3 clusters Score -2053144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2053148.125000 Penalty: 4818.573730
	Iteration 124Q: 3 clusters Score -2053148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2053146.500000 Penalty: 4818.573730
	Iteration 125Q: 3 clusters Score -2053146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2053147.125000 Penalty: 4818.573730
	Iteration 126Q: 3 clusters Score -2053147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2053150.500000 Penalty: 4818.573730
	Iteration 127Q: 3 clusters Score -2053150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2053149.875000 Penalty: 4818.573730
	Iteration 128Q: 3 clusters Score -2053150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2053150.750000 Penalty: 4818.573730
	Iteration 129Q: 3 clusters Score -2053151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2053150.750000 Penalty: 4818.573730
	Iteration 130F: 3 clusters Score -2053151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -166135.718750 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -166135.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -164014.703125 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -164014.7 nChanged 425
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: -164766.640625 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -164766.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -165360.765625 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -165360.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165832.562500 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -165832.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -166359.750000 Penalty: 3608.828857
	Iteration 4F: 3 clusters Score -166359.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -166547.296875 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -166547.3 nChanged 40
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: -166636.859375 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -166636.9 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: -166663.359375 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -166663.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -166671.875000 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -166671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -166678.656250 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -166678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -166679.421875 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -166679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -166680.468750 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -166680.5 nChanged 1
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: -166680.593750 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -166680.6 nChanged 0
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: -166680.593750 Penalty: 3608.828857
	Iteration 13F: 3 clusters Score -166680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13159 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 6 contains 16562 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 9 contains 26286 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41892 members 
Mstep: Class 14 contains 29786 members 
Mstep: Class 15 contains 151312 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 5577 members 
Entering Unmasked Estep 
Score: -42891916.000000 Penalty: 50493.050781
Splitting cluster 8 changes total score from -42892600.000000 to -42891916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (26286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Entering Unmasked Estep 
Score: -3417322.500000 Penalty: 2523.844482
	Iteration 0F: 2 clusters Score -3417322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3399204.500000 Penalty: 5047.688965
	Iteration 0F: 3 clusters Score -3399204 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3405554.750000 Penalty: 5047.688965
	Iteration 1F: 3 clusters Score -3405555 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3406210.750000 Penalty: 5047.688965
	Iteration 2F: 3 clusters Score -3406211 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3407161.500000 Penalty: 5047.688965
	Iteration 3F: 3 clusters Score -3407162 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3408539.500000 Penalty: 5047.688965
	Iteration 4F: 3 clusters Score -3408540 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3410325.750000 Penalty: 5047.688965
	Iteration 5F: 3 clusters Score -3410326 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3412311.500000 Penalty: 5047.688965
	Iteration 6F: 3 clusters Score -3412312 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3414317.750000 Penalty: 5047.688965
	Iteration 7F: 3 clusters Score -3414318 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3415813.750000 Penalty: 5047.688965
	Iteration 8F: 3 clusters Score -3415814 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3416687.500000 Penalty: 5047.688965
	Iteration 9F: 3 clusters Score -3416688 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3417223.000000 Penalty: 5047.688965
	Iteration 10Q: 3 clusters Score -3417223 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3417549.750000 Penalty: 5047.688965
	Iteration 11Q: 3 clusters Score -3417550 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3417761.500000 Penalty: 5047.688965
	Iteration 12Q: 3 clusters Score -3417762 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3417946.000000 Penalty: 5047.688965
	Iteration 13Q: 3 clusters Score -3417946 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3418094.750000 Penalty: 5047.688965
	Iteration 14Q: 3 clusters Score -3418095 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3418294.250000 Penalty: 5047.688965
	Iteration 15Q: 3 clusters Score -3418294 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3418501.250000 Penalty: 5047.688965
	Iteration 16Q: 3 clusters Score -3418501 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3418735.750000 Penalty: 5047.688965
	Iteration 17Q: 3 clusters Score -3418736 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3418956.000000 Penalty: 5047.688965
	Iteration 18Q: 3 clusters Score -3418956 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3419188.250000 Penalty: 5047.688965
	Iteration 19Q: 3 clusters Score -3419188 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3419405.000000 Penalty: 5047.688965
	Iteration 20F: 3 clusters Score -3419405 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3419571.250000 Penalty: 5047.688965
	Iteration 21Q: 3 clusters Score -3419571 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3419689.250000 Penalty: 5047.688965
	Iteration 22Q: 3 clusters Score -3419689 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3419751.500000 Penalty: 5047.688965
	Iteration 23Q: 3 clusters Score -3419752 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3419786.750000 Penalty: 5047.688965
	Iteration 24Q: 3 clusters Score -3419787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3419803.250000 Penalty: 5047.688965
	Iteration 25Q: 3 clusters Score -3419803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3419824.250000 Penalty: 5047.688965
	Iteration 26Q: 3 clusters Score -3419824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3419826.750000 Penalty: 5047.688965
	Iteration 27Q: 3 clusters Score -3419827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3419839.000000 Penalty: 5047.688965
	Iteration 28Q: 3 clusters Score -3419839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3419842.000000 Penalty: 5047.688965
	Iteration 29Q: 3 clusters Score -3419842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3419837.750000 Penalty: 5047.688965
	Iteration 30Q: 3 clusters Score -3419838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3419841.250000 Penalty: 5047.688965
	Iteration 31Q: 3 clusters Score -3419841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3419837.500000 Penalty: 5047.688965
	Iteration 32Q: 3 clusters Score -3419838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3419839.000000 Penalty: 5047.688965
	Iteration 33Q: 3 clusters Score -3419839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3419836.500000 Penalty: 5047.688965
	Iteration 34Q: 3 clusters Score -3419836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3419836.500000 Penalty: 5047.688965
	Iteration 35F: 3 clusters Score -3419836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13159 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 6 contains 16562 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 18749 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 41892 members 
Mstep: Class 14 contains 29786 members 
Mstep: Class 15 contains 151312 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 5577 members 
Entering Unmasked Estep 
Score: -42894688.000000 Penalty: 50493.050781
Splitting cluster 9 changes total score from -42892600.000000 to -42894688.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 10 (14768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Entering Unmasked Estep 
Score: -1915747.500000 Penalty: 2380.854004
	Iteration 0F: 2 clusters Score -1915748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1904977.125000 Penalty: 4761.708008
	Iteration 0F: 3 clusters Score -1904977 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1908330.000000 Penalty: 4761.708008
	Iteration 1F: 3 clusters Score -1908330 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1908683.250000 Penalty: 4761.708008
	Iteration 2F: 3 clusters Score -1908683 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1908964.375000 Penalty: 4761.708008
	Iteration 3Q: 3 clusters Score -1908964 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1909183.375000 Penalty: 4761.708008
	Iteration 4Q: 3 clusters Score -1909183 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1909363.125000 Penalty: 4761.708008
	Iteration 5Q: 3 clusters Score -1909363 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1909511.500000 Penalty: 4761.708008
	Iteration 6Q: 3 clusters Score -1909512 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1909649.375000 Penalty: 4761.708008
	Iteration 7Q: 3 clusters Score -1909649 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1909771.500000 Penalty: 4761.708008
	Iteration 8Q: 3 clusters Score -1909772 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1909891.750000 Penalty: 4761.708008
	Iteration 9Q: 3 clusters Score -1909892 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1910023.250000 Penalty: 4761.708008
	Iteration 10Q: 3 clusters Score -1910023 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1910166.875000 Penalty: 4761.708008
	Iteration 11Q: 3 clusters Score -1910167 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1910308.375000 Penalty: 4761.708008
	Iteration 12Q: 3 clusters Score -1910308 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1910474.625000 Penalty: 4761.708008
	Iteration 13Q: 3 clusters Score -1910475 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1910643.250000 Penalty: 4761.708008
	Iteration 14Q: 3 clusters Score -1910643 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1910835.000000 Penalty: 4761.708008
	Iteration 15Q: 3 clusters Score -1910835 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1911060.500000 Penalty: 4761.708008
	Iteration 16Q: 3 clusters Score -1911060 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1911305.000000 Penalty: 4761.708008
	Iteration 17Q: 3 clusters Score -1911305 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1911568.750000 Penalty: 4761.708008
	Iteration 18Q: 3 clusters Score -1911569 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1911823.000000 Penalty: 4761.708008
	Iteration 19Q: 3 clusters Score -1911823 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1912019.750000 Penalty: 4761.708008
	Iteration 20F: 3 clusters Score -1912020 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1912147.375000 Penalty: 4761.708008
	Iteration 21Q: 3 clusters Score -1912147 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1912236.000000 Penalty: 4761.708008
	Iteration 22Q: 3 clusters Score -1912236 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1912312.375000 Penalty: 4761.708008
	Iteration 23Q: 3 clusters Score -1912312 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1912360.875000 Penalty: 4761.708008
	Iteration 24Q: 3 clusters Score -1912361 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1912416.875000 Penalty: 4761.708008
	Iteration 25Q: 3 clusters Score -1912417 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1912464.125000 Penalty: 4761.708008
	Iteration 26Q: 3 clusters Score -1912464 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1912507.500000 Penalty: 4761.708008
	Iteration 27Q: 3 clusters Score -1912508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1912539.500000 Penalty: 4761.708008
	Iteration 28Q: 3 clusters Score -1912540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1912575.750000 Penalty: 4761.708008
	Iteration 29Q: 3 clusters Score -1912576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1912602.875000 Penalty: 4761.708008
	Iteration 30Q: 3 clusters Score -1912603 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1912620.500000 Penalty: 4761.708008
	Iteration 31Q: 3 clusters Score -1912620 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1912654.625000 Penalty: 4761.708008
	Iteration 32Q: 3 clusters Score -1912655 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1912685.750000 Penalty: 4761.708008
	Iteration 33Q: 3 clusters Score -1912686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1912713.125000 Penalty: 4761.708008
	Iteration 34Q: 3 clusters Score -1912713 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1912740.875000 Penalty: 4761.708008
	Iteration 35Q: 3 clusters Score -1912741 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1912763.000000 Penalty: 4761.708008
	Iteration 36Q: 3 clusters Score -1912763 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1912787.125000 Penalty: 4761.708008
	Iteration 37Q: 3 clusters Score -1912787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1912811.375000 Penalty: 4761.708008
	Iteration 38Q: 3 clusters Score -1912811 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1912839.125000 Penalty: 4761.708008
	Iteration 39Q: 3 clusters Score -1912839 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1912875.375000 Penalty: 4761.708008
	Iteration 40F: 3 clusters Score -1912875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1912902.375000 Penalty: 4761.708008
	Iteration 41Q: 3 clusters Score -1912902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1912939.125000 Penalty: 4761.708008
	Iteration 42Q: 3 clusters Score -1912939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1912982.750000 Penalty: 4761.708008
	Iteration 43Q: 3 clusters Score -1912983 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1913015.750000 Penalty: 4761.708008
	Iteration 44Q: 3 clusters Score -1913016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1913051.500000 Penalty: 4761.708008
	Iteration 45Q: 3 clusters Score -1913052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1913082.125000 Penalty: 4761.708008
	Iteration 46Q: 3 clusters Score -1913082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1913110.125000 Penalty: 4761.708008
	Iteration 47Q: 3 clusters Score -1913110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1913142.000000 Penalty: 4761.708008
	Iteration 48Q: 3 clusters Score -1913142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1913177.875000 Penalty: 4761.708008
	Iteration 49Q: 3 clusters Score -1913178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1913200.625000 Penalty: 4761.708008
	Iteration 50Q: 3 clusters Score -1913201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1913222.500000 Penalty: 4761.708008
	Iteration 51Q: 3 clusters Score -1913222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1913245.625000 Penalty: 4761.708008
	Iteration 52Q: 3 clusters Score -1913246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1913262.625000 Penalty: 4761.708008
	Iteration 53Q: 3 clusters Score -1913263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1913292.250000 Penalty: 4761.708008
	Iteration 54Q: 3 clusters Score -1913292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1913313.625000 Penalty: 4761.708008
	Iteration 55Q: 3 clusters Score -1913314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1913340.750000 Penalty: 4761.708008
	Iteration 56Q: 3 clusters Score -1913341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1913365.625000 Penalty: 4761.708008
	Iteration 57Q: 3 clusters Score -1913366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1913380.250000 Penalty: 4761.708008
	Iteration 58Q: 3 clusters Score -1913380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1913397.250000 Penalty: 4761.708008
	Iteration 59Q: 3 clusters Score -1913397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1913416.750000 Penalty: 4761.708008
	Iteration 60F: 3 clusters Score -1913417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1913426.125000 Penalty: 4761.708008
	Iteration 61Q: 3 clusters Score -1913426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1913439.125000 Penalty: 4761.708008
	Iteration 62Q: 3 clusters Score -1913439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1913448.250000 Penalty: 4761.708008
	Iteration 63Q: 3 clusters Score -1913448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1913462.500000 Penalty: 4761.708008
	Iteration 64Q: 3 clusters Score -1913462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1913471.125000 Penalty: 4761.708008
	Iteration 65Q: 3 clusters Score -1913471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1913485.000000 Penalty: 4761.708008
	Iteration 66Q: 3 clusters Score -1913485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1913490.125000 Penalty: 4761.708008
	Iteration 67Q: 3 clusters Score -1913490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1913496.625000 Penalty: 4761.708008
	Iteration 68Q: 3 clusters Score -1913497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1913504.375000 Penalty: 4761.708008
	Iteration 69Q: 3 clusters Score -1913504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1913513.875000 Penalty: 4761.708008
	Iteration 70Q: 3 clusters Score -1913514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1913521.250000 Penalty: 4761.708008
	Iteration 71Q: 3 clusters Score -1913521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1913531.000000 Penalty: 4761.708008
	Iteration 72Q: 3 clusters Score -1913531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1913536.750000 Penalty: 4761.708008
	Iteration 73Q: 3 clusters Score -1913537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1913542.250000 Penalty: 4761.708008
	Iteration 74Q: 3 clusters Score -1913542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1913549.000000 Penalty: 4761.708008
	Iteration 75Q: 3 clusters Score -1913549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1913551.625000 Penalty: 4761.708008
	Iteration 76Q: 3 clusters Score -1913552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1913559.500000 Penalty: 4761.708008
	Iteration 77Q: 3 clusters Score -1913560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1913567.000000 Penalty: 4761.708008
	Iteration 78Q: 3 clusters Score -1913567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1913576.000000 Penalty: 4761.708008
	Iteration 79Q: 3 clusters Score -1913576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1913580.250000 Penalty: 4761.708008
	Iteration 80F: 3 clusters Score -1913580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1913586.375000 Penalty: 4761.708008
	Iteration 81Q: 3 clusters Score -1913586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1913587.500000 Penalty: 4761.708008
	Iteration 82Q: 3 clusters Score -1913588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1913590.625000 Penalty: 4761.708008
	Iteration 83Q: 3 clusters Score -1913591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1913590.000000 Penalty: 4761.708008
	Iteration 84Q: 3 clusters Score -1913590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1913591.000000 Penalty: 4761.708008
	Iteration 85Q: 3 clusters Score -1913591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1913594.875000 Penalty: 4761.708008
	Iteration 86Q: 3 clusters Score -1913595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1913599.000000 Penalty: 4761.708008
	Iteration 87Q: 3 clusters Score -1913599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1913598.500000 Penalty: 4761.708008
	Iteration 88Q: 3 clusters Score -1913598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1913599.625000 Penalty: 4761.708008
	Iteration 89Q: 3 clusters Score -1913600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1913602.375000 Penalty: 4761.708008
	Iteration 90Q: 3 clusters Score -1913602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1913601.250000 Penalty: 4761.708008
	Iteration 91Q: 3 clusters Score -1913601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1913602.625000 Penalty: 4761.708008
	Iteration 92Q: 3 clusters Score -1913603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1913607.125000 Penalty: 4761.708008
	Iteration 93Q: 3 clusters Score -1913607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1913611.500000 Penalty: 4761.708008
	Iteration 94Q: 3 clusters Score -1913612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1913614.375000 Penalty: 4761.708008
	Iteration 95Q: 3 clusters Score -1913614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1913617.250000 Penalty: 4761.708008
	Iteration 96Q: 3 clusters Score -1913617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1913621.500000 Penalty: 4761.708008
	Iteration 97Q: 3 clusters Score -1913622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1913621.375000 Penalty: 4761.708008
	Iteration 98Q: 3 clusters Score -1913621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1913624.250000 Penalty: 4761.708008
	Iteration 99Q: 3 clusters Score -1913624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1913626.875000 Penalty: 4761.708008
	Iteration 100F: 3 clusters Score -1913627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1913630.375000 Penalty: 4761.708008
	Iteration 101Q: 3 clusters Score -1913630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1913635.375000 Penalty: 4761.708008
	Iteration 102Q: 3 clusters Score -1913635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1913639.125000 Penalty: 4761.708008
	Iteration 103Q: 3 clusters Score -1913639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1913639.875000 Penalty: 4761.708008
	Iteration 104Q: 3 clusters Score -1913640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1913638.875000 Penalty: 4761.708008
	Iteration 105Q: 3 clusters Score -1913639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1913641.000000 Penalty: 4761.708008
	Iteration 106Q: 3 clusters Score -1913641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1913641.500000 Penalty: 4761.708008
	Iteration 107Q: 3 clusters Score -1913642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1913643.500000 Penalty: 4761.708008
	Iteration 108Q: 3 clusters Score -1913644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1913642.250000 Penalty: 4761.708008
	Iteration 109Q: 3 clusters Score -1913642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1913642.250000 Penalty: 4761.708008
	Iteration 110F: 3 clusters Score -1913642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -171220.578125 Penalty: 1809.846436
	Iteration 0F: 2 clusters Score -171220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -169215.515625 Penalty: 3619.692871
	Iteration 0F: 3 clusters Score -169215.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -170866.828125 Penalty: 3619.692871
	Iteration 1F: 3 clusters Score -170866.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -171822.500000 Penalty: 3619.692871
	Iteration 2F: 3 clusters Score -171822.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -172214.062500 Penalty: 3619.692871
	Iteration 3F: 3 clusters Score -172214.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -172406.890625 Penalty: 3619.692871
	Iteration 4Q: 3 clusters Score -172406.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -172570.593750 Penalty: 3619.692871
	Iteration 5Q: 3 clusters Score -172570.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -172634.890625 Penalty: 3619.692871
	Iteration 6Q: 3 clusters Score -172634.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -172645.468750 Penalty: 3619.692871
	Iteration 7Q: 3 clusters Score -172645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -172650.328125 Penalty: 3619.692871
	Iteration 8Q: 3 clusters Score -172650.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -172650.328125 Penalty: 3619.692871
	Iteration 9F: 3 clusters Score -172650.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13159 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 6 contains 16562 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 18749 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 273 members 
Mstep: Class 12 contains 41892 members 
Mstep: Class 14 contains 29786 members 
Mstep: Class 15 contains 151312 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 5577 members 
Entering Unmasked Estep 
Score: -42894720.000000 Penalty: 53648.867188
Splitting cluster 11 changes total score from -42892600.000000 to -42894720.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (41892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Entering Unmasked Estep 
Score: -5457177.000000 Penalty: 2639.426758
	Iteration 0F: 2 clusters Score -5457177 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 21008 members 
Entering Unmasked Estep 
Score: -5428675.000000 Penalty: 5278.853516
	Iteration 0F: 3 clusters Score -5428675 nChanged 19250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -5439446.500000 Penalty: 5278.853516
	Iteration 1F: 3 clusters Score -5439446 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -5439928.500000 Penalty: 5278.853516
	Iteration 2Q: 3 clusters Score -5439928 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -5440369.000000 Penalty: 5278.853516
	Iteration 3Q: 3 clusters Score -5440369 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -5440743.500000 Penalty: 5278.853516
	Iteration 4Q: 3 clusters Score -5440744 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5441109.000000 Penalty: 5278.853516
	Iteration 5Q: 3 clusters Score -5441109 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -5441492.000000 Penalty: 5278.853516
	Iteration 6Q: 3 clusters Score -5441492 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5441968.000000 Penalty: 5278.853516
	Iteration 7Q: 3 clusters Score -5441968 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -5442473.500000 Penalty: 5278.853516
	Iteration 8Q: 3 clusters Score -5442474 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -5443059.500000 Penalty: 5278.853516
	Iteration 9Q: 3 clusters Score -5443060 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -5443770.500000 Penalty: 5278.853516
	Iteration 10Q: 3 clusters Score -5443770 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -5444663.500000 Penalty: 5278.853516
	Iteration 11Q: 3 clusters Score -5444664 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -5445751.500000 Penalty: 5278.853516
	Iteration 12Q: 3 clusters Score -5445752 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -5446864.500000 Penalty: 5278.853516
	Iteration 13Q: 3 clusters Score -5446864 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -5447848.000000 Penalty: 5278.853516
	Iteration 14Q: 3 clusters Score -5447848 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -5448701.000000 Penalty: 5278.853516
	Iteration 15Q: 3 clusters Score -5448701 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -5449328.500000 Penalty: 5278.853516
	Iteration 16Q: 3 clusters Score -5449328 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -5449852.500000 Penalty: 5278.853516
	Iteration 17Q: 3 clusters Score -5449852 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -5450237.500000 Penalty: 5278.853516
	Iteration 18Q: 3 clusters Score -5450238 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -5450637.000000 Penalty: 5278.853516
	Iteration 19Q: 3 clusters Score -5450637 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -5451036.500000 Penalty: 5278.853516
	Iteration 20F: 3 clusters Score -5451036 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -5451428.000000 Penalty: 5278.853516
	Iteration 21Q: 3 clusters Score -5451428 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -5451821.500000 Penalty: 5278.853516
	Iteration 22Q: 3 clusters Score -5451822 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -5452244.500000 Penalty: 5278.853516
	Iteration 23Q: 3 clusters Score -5452244 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5452663.000000 Penalty: 5278.853516
	Iteration 24Q: 3 clusters Score -5452663 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -5453114.000000 Penalty: 5278.853516
	Iteration 25Q: 3 clusters Score -5453114 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5453507.500000 Penalty: 5278.853516
	Iteration 26Q: 3 clusters Score -5453508 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -5453874.000000 Penalty: 5278.853516
	Iteration 27Q: 3 clusters Score -5453874 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -5454178.000000 Penalty: 5278.853516
	Iteration 28Q: 3 clusters Score -5454178 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -5454415.500000 Penalty: 5278.853516
	Iteration 29Q: 3 clusters Score -5454416 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -5454566.500000 Penalty: 5278.853516
	Iteration 30Q: 3 clusters Score -5454566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5454671.500000 Penalty: 5278.853516
	Iteration 31Q: 3 clusters Score -5454672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -5454728.000000 Penalty: 5278.853516
	Iteration 32Q: 3 clusters Score -5454728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5454769.500000 Penalty: 5278.853516
	Iteration 33Q: 3 clusters Score -5454770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -5454813.500000 Penalty: 5278.853516
	Iteration 34Q: 3 clusters Score -5454814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -5454846.500000 Penalty: 5278.853516
	Iteration 35Q: 3 clusters Score -5454846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5454875.000000 Penalty: 5278.853516
	Iteration 36Q: 3 clusters Score -5454875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5454908.000000 Penalty: 5278.853516
	Iteration 37Q: 3 clusters Score -5454908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -5454921.000000 Penalty: 5278.853516
	Iteration 38Q: 3 clusters Score -5454921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -5454934.000000 Penalty: 5278.853516
	Iteration 39Q: 3 clusters Score -5454934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -5454941.000000 Penalty: 5278.853516
	Iteration 40F: 3 clusters Score -5454941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -5454947.000000 Penalty: 5278.853516
	Iteration 41Q: 3 clusters Score -5454947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -5454948.000000 Penalty: 5278.853516
	Iteration 42Q: 3 clusters Score -5454948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -5454952.000000 Penalty: 5278.853516
	Iteration 43Q: 3 clusters Score -5454952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -5454950.500000 Penalty: 5278.853516
	Iteration 44Q: 3 clusters Score -5454950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -5454956.000000 Penalty: 5278.853516
	Iteration 45Q: 3 clusters Score -5454956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -5454957.000000 Penalty: 5278.853516
	Iteration 46Q: 3 clusters Score -5454957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5454962.000000 Penalty: 5278.853516
	Iteration 47Q: 3 clusters Score -5454962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5454961.500000 Penalty: 5278.853516
	Iteration 48Q: 3 clusters Score -5454962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5454961.500000 Penalty: 5278.853516
	Iteration 49F: 3 clusters Score -5454962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Entering Unmasked Estep 
Score: -3838750.000000 Penalty: 2554.844971
	Iteration 0F: 2 clusters Score -3838750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3818455.000000 Penalty: 5109.689941
	Iteration 0F: 3 clusters Score -3818455 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3825754.000000 Penalty: 5109.689941
	Iteration 1F: 3 clusters Score -3825754 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3826485.250000 Penalty: 5109.689941
	Iteration 2F: 3 clusters Score -3826485 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3827344.000000 Penalty: 5109.689941
	Iteration 3F: 3 clusters Score -3827344 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3828381.000000 Penalty: 5109.689941
	Iteration 4F: 3 clusters Score -3828381 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3829568.250000 Penalty: 5109.689941
	Iteration 5F: 3 clusters Score -3829568 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3830951.750000 Penalty: 5109.689941
	Iteration 6F: 3 clusters Score -3830952 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3832290.250000 Penalty: 5109.689941
	Iteration 7F: 3 clusters Score -3832290 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3833573.500000 Penalty: 5109.689941
	Iteration 8F: 3 clusters Score -3833574 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3834527.250000 Penalty: 5109.689941
	Iteration 9F: 3 clusters Score -3834527 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3835138.250000 Penalty: 5109.689941
	Iteration 10Q: 3 clusters Score -3835138 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3835583.750000 Penalty: 5109.689941
	Iteration 11Q: 3 clusters Score -3835584 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3835917.500000 Penalty: 5109.689941
	Iteration 12Q: 3 clusters Score -3835918 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3836167.500000 Penalty: 5109.689941
	Iteration 13Q: 3 clusters Score -3836168 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3836342.250000 Penalty: 5109.689941
	Iteration 14Q: 3 clusters Score -3836342 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3836520.750000 Penalty: 5109.689941
	Iteration 15Q: 3 clusters Score -3836521 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3836629.250000 Penalty: 5109.689941
	Iteration 16Q: 3 clusters Score -3836629 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3836697.750000 Penalty: 5109.689941
	Iteration 17Q: 3 clusters Score -3836698 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3836768.750000 Penalty: 5109.689941
	Iteration 18Q: 3 clusters Score -3836769 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3836807.500000 Penalty: 5109.689941
	Iteration 19Q: 3 clusters Score -3836808 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3836850.750000 Penalty: 5109.689941
	Iteration 20F: 3 clusters Score -3836851 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3836904.000000 Penalty: 5109.689941
	Iteration 21Q: 3 clusters Score -3836904 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3836962.750000 Penalty: 5109.689941
	Iteration 22Q: 3 clusters Score -3836963 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3836997.750000 Penalty: 5109.689941
	Iteration 23Q: 3 clusters Score -3836998 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3837059.000000 Penalty: 5109.689941
	Iteration 24Q: 3 clusters Score -3837059 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3837109.250000 Penalty: 5109.689941
	Iteration 25Q: 3 clusters Score -3837109 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3837187.750000 Penalty: 5109.689941
	Iteration 26Q: 3 clusters Score -3837188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3837274.750000 Penalty: 5109.689941
	Iteration 27Q: 3 clusters Score -3837275 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3837381.000000 Penalty: 5109.689941
	Iteration 28Q: 3 clusters Score -3837381 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3837495.750000 Penalty: 5109.689941
	Iteration 29Q: 3 clusters Score -3837496 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3837608.250000 Penalty: 5109.689941
	Iteration 30Q: 3 clusters Score -3837608 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3837710.750000 Penalty: 5109.689941
	Iteration 31Q: 3 clusters Score -3837711 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3837834.000000 Penalty: 5109.689941
	Iteration 32Q: 3 clusters Score -3837834 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3837961.000000 Penalty: 5109.689941
	Iteration 33Q: 3 clusters Score -3837961 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3838079.000000 Penalty: 5109.689941
	Iteration 34Q: 3 clusters Score -3838079 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3838175.750000 Penalty: 5109.689941
	Iteration 35Q: 3 clusters Score -3838176 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3838237.250000 Penalty: 5109.689941
	Iteration 36Q: 3 clusters Score -3838237 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3838282.000000 Penalty: 5109.689941
	Iteration 37Q: 3 clusters Score -3838282 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3838325.500000 Penalty: 5109.689941
	Iteration 38Q: 3 clusters Score -3838326 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3838381.000000 Penalty: 5109.689941
	Iteration 39Q: 3 clusters Score -3838381 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3838420.250000 Penalty: 5109.689941
	Iteration 40F: 3 clusters Score -3838420 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3838455.750000 Penalty: 5109.689941
	Iteration 41Q: 3 clusters Score -3838456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -3838481.250000 Penalty: 5109.689941
	Iteration 42Q: 3 clusters Score -3838481 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3838502.250000 Penalty: 5109.689941
	Iteration 43Q: 3 clusters Score -3838502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3838522.250000 Penalty: 5109.689941
	Iteration 44Q: 3 clusters Score -3838522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3838509.000000 Penalty: 5109.689941
	Iteration 45Q: 3 clusters Score -3838509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3838515.000000 Penalty: 5109.689941
	Iteration 46Q: 3 clusters Score -3838515 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3838525.000000 Penalty: 5109.689941
	Iteration 47Q: 3 clusters Score -3838525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3838527.250000 Penalty: 5109.689941
	Iteration 48Q: 3 clusters Score -3838527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3838521.500000 Penalty: 5109.689941
	Iteration 49Q: 3 clusters Score -3838522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3838536.500000 Penalty: 5109.689941
	Iteration 50Q: 3 clusters Score -3838536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3838541.250000 Penalty: 5109.689941
	Iteration 51Q: 3 clusters Score -3838541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3838547.250000 Penalty: 5109.689941
	Iteration 52Q: 3 clusters Score -3838547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3838547.250000 Penalty: 5109.689941
	Iteration 53Q: 3 clusters Score -3838547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3838552.250000 Penalty: 5109.689941
	Iteration 54Q: 3 clusters Score -3838552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3838559.750000 Penalty: 5109.689941
	Iteration 55Q: 3 clusters Score -3838560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3838558.750000 Penalty: 5109.689941
	Iteration 56Q: 3 clusters Score -3838559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3838559.250000 Penalty: 5109.689941
	Iteration 57Q: 3 clusters Score -3838559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3838558.000000 Penalty: 5109.689941
	Iteration 58Q: 3 clusters Score -3838558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3838563.500000 Penalty: 5109.689941
	Iteration 59Q: 3 clusters Score -3838564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3838569.750000 Penalty: 5109.689941
	Iteration 60F: 3 clusters Score -3838570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3838565.000000 Penalty: 5109.689941
	Iteration 61Q: 3 clusters Score -3838565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3838560.000000 Penalty: 5109.689941
	Iteration 62Q: 3 clusters Score -3838560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3838558.750000 Penalty: 5109.689941
	Iteration 63Q: 3 clusters Score -3838559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3838559.250000 Penalty: 5109.689941
	Iteration 64Q: 3 clusters Score -3838559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3838560.250000 Penalty: 5109.689941
	Iteration 65Q: 3 clusters Score -3838560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3838558.250000 Penalty: 5109.689941
	Iteration 66Q: 3 clusters Score -3838558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3838560.750000 Penalty: 5109.689941
	Iteration 67Q: 3 clusters Score -3838561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3838574.000000 Penalty: 5109.689941
	Iteration 68Q: 3 clusters Score -3838574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3838573.500000 Penalty: 5109.689941
	Iteration 69Q: 3 clusters Score -3838574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3838562.750000 Penalty: 5109.689941
	Iteration 70Q: 3 clusters Score -3838563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -3838554.500000 Penalty: 5109.689941
	Iteration 71Q: 3 clusters Score -3838554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3838562.750000 Penalty: 5109.689941
	Iteration 72Q: 3 clusters Score -3838563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3838562.250000 Penalty: 5109.689941
	Iteration 73Q: 3 clusters Score -3838562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3838559.500000 Penalty: 5109.689941
	Iteration 74Q: 3 clusters Score -3838560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3838560.000000 Penalty: 5109.689941
	Iteration 75Q: 3 clusters Score -3838560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3838563.250000 Penalty: 5109.689941
	Iteration 76Q: 3 clusters Score -3838563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3838565.750000 Penalty: 5109.689941
	Iteration 77Q: 3 clusters Score -3838566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3838564.250000 Penalty: 5109.689941
	Iteration 78Q: 3 clusters Score -3838564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3838570.500000 Penalty: 5109.689941
	Iteration 79Q: 3 clusters Score -3838570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3838570.500000 Penalty: 5109.689941
	Iteration 80F: 3 clusters Score -3838570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3838567.250000 Penalty: 5109.689941
	Iteration 81Q: 3 clusters Score -3838567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3838571.000000 Penalty: 5109.689941
	Iteration 82Q: 3 clusters Score -3838571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3838568.250000 Penalty: 5109.689941
	Iteration 83Q: 3 clusters Score -3838568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3838566.750000 Penalty: 5109.689941
	Iteration 84Q: 3 clusters Score -3838567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3838574.250000 Penalty: 5109.689941
	Iteration 85Q: 3 clusters Score -3838574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3838566.750000 Penalty: 5109.689941
	Iteration 86Q: 3 clusters Score -3838567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -3838573.250000 Penalty: 5109.689941
	Iteration 87Q: 3 clusters Score -3838573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3838567.250000 Penalty: 5109.689941
	Iteration 88Q: 3 clusters Score -3838567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3838570.500000 Penalty: 5109.689941
	Iteration 89Q: 3 clusters Score -3838570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3838568.500000 Penalty: 5109.689941
	Iteration 90Q: 3 clusters Score -3838568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3838576.500000 Penalty: 5109.689941
	Iteration 91Q: 3 clusters Score -3838576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3838576.750000 Penalty: 5109.689941
	Iteration 92Q: 3 clusters Score -3838577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3838581.000000 Penalty: 5109.689941
	Iteration 93Q: 3 clusters Score -3838581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3838574.000000 Penalty: 5109.689941
	Iteration 94Q: 3 clusters Score -3838574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3838575.500000 Penalty: 5109.689941
	Iteration 95Q: 3 clusters Score -3838576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3838576.250000 Penalty: 5109.689941
	Iteration 96Q: 3 clusters Score -3838576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3838583.500000 Penalty: 5109.689941
	Iteration 97Q: 3 clusters Score -3838584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3838579.000000 Penalty: 5109.689941
	Iteration 98Q: 3 clusters Score -3838579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3838577.250000 Penalty: 5109.689941
	Iteration 99Q: 3 clusters Score -3838577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3838591.250000 Penalty: 5109.689941
	Iteration 100F: 3 clusters Score -3838591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3838584.250000 Penalty: 5109.689941
	Iteration 101Q: 3 clusters Score -3838584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3838581.500000 Penalty: 5109.689941
	Iteration 102Q: 3 clusters Score -3838582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3838582.000000 Penalty: 5109.689941
	Iteration 103Q: 3 clusters Score -3838582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3838588.750000 Penalty: 5109.689941
	Iteration 104Q: 3 clusters Score -3838589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3838592.750000 Penalty: 5109.689941
	Iteration 105Q: 3 clusters Score -3838593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3838594.750000 Penalty: 5109.689941
	Iteration 106Q: 3 clusters Score -3838595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3838593.750000 Penalty: 5109.689941
	Iteration 107Q: 3 clusters Score -3838594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3838591.750000 Penalty: 5109.689941
	Iteration 108Q: 3 clusters Score -3838592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3838591.750000 Penalty: 5109.689941
	Iteration 109F: 3 clusters Score -3838592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (151312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Entering Unmasked Estep 
Score: -19827824.000000 Penalty: 2957.920654
	Iteration 0F: 2 clusters Score -1.982782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -19728570.000000 Penalty: 5915.841309
	Iteration 0F: 3 clusters Score -1.972857e+07 nChanged 72578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -19771252.000000 Penalty: 5915.841309
	Iteration 1F: 3 clusters Score -1.977125e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -19772832.000000 Penalty: 5915.841309
	Iteration 2Q: 3 clusters Score -1.977283e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -19775254.000000 Penalty: 5915.841309
	Iteration 3Q: 3 clusters Score -1.977525e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -19778646.000000 Penalty: 5915.841309
	Iteration 4Q: 3 clusters Score -1.977865e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -19782564.000000 Penalty: 5915.841309
	Iteration 5F: 3 clusters Score -1.978256e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -19787184.000000 Penalty: 5915.841309
	Iteration 6F: 3 clusters Score -1.978718e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -19792720.000000 Penalty: 5915.841309
	Iteration 7F: 3 clusters Score -1.979272e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -19800138.000000 Penalty: 5915.841309
	Iteration 8F: 3 clusters Score -1.980014e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -19809542.000000 Penalty: 5915.841309
	Iteration 9F: 3 clusters Score -1.980954e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -19818292.000000 Penalty: 5915.841309
	Iteration 10F: 3 clusters Score -1.981829e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -19823556.000000 Penalty: 5915.841309
	Iteration 11Q: 3 clusters Score -1.982356e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -19825616.000000 Penalty: 5915.841309
	Iteration 12Q: 3 clusters Score -1.982562e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -19826646.000000 Penalty: 5915.841309
	Iteration 13Q: 3 clusters Score -1.982665e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -19827082.000000 Penalty: 5915.841309
	Iteration 14Q: 3 clusters Score -1.982708e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111246 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -19827326.000000 Penalty: 5915.841309
	Iteration 15Q: 3 clusters Score -1.982733e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -19827528.000000 Penalty: 5915.841309
	Iteration 16Q: 3 clusters Score -1.982753e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111232 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -19827582.000000 Penalty: 5915.841309
	Iteration 17Q: 3 clusters Score -1.982758e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111215 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -19827600.000000 Penalty: 5915.841309
	Iteration 18Q: 3 clusters Score -1.98276e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -19827632.000000 Penalty: 5915.841309
	Iteration 19Q: 3 clusters Score -1.982763e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -19827596.000000 Penalty: 5915.841309
	Iteration 20F: 3 clusters Score -1.98276e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -19827636.000000 Penalty: 5915.841309
	Iteration 21Q: 3 clusters Score -1.982764e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -19827612.000000 Penalty: 5915.841309
	Iteration 22Q: 3 clusters Score -1.982761e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -19827570.000000 Penalty: 5915.841309
	Iteration 23Q: 3 clusters Score -1.982757e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -19827578.000000 Penalty: 5915.841309
	Iteration 24Q: 3 clusters Score -1.982758e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -19827574.000000 Penalty: 5915.841309
	Iteration 25Q: 3 clusters Score -1.982757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111259 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -19827594.000000 Penalty: 5915.841309
	Iteration 26Q: 3 clusters Score -1.982759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111255 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -19827594.000000 Penalty: 5915.841309
	Iteration 27Q: 3 clusters Score -1.982759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -19827584.000000 Penalty: 5915.841309
	Iteration 28Q: 3 clusters Score -1.982758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -19827596.000000 Penalty: 5915.841309
	Iteration 29Q: 3 clusters Score -1.98276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111256 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -19827594.000000 Penalty: 5915.841309
	Iteration 30Q: 3 clusters Score -1.982759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -19827596.000000 Penalty: 5915.841309
	Iteration 31Q: 3 clusters Score -1.98276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -19827576.000000 Penalty: 5915.841309
	Iteration 32Q: 3 clusters Score -1.982758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -19827576.000000 Penalty: 5915.841309
	Iteration 33F: 3 clusters Score -1.982758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -487725.968750 Penalty: 2045.375610
	Iteration 0F: 2 clusters Score -487726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -483908.593750 Penalty: 4090.751221
	Iteration 0F: 3 clusters Score -483908.6 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -484740.562500 Penalty: 4090.751221
	Iteration 1F: 3 clusters Score -484740.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -484914.562500 Penalty: 4090.751221
	Iteration 2F: 3 clusters Score -484914.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -485037.406250 Penalty: 4090.751221
	Iteration 3Q: 3 clusters Score -485037.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -485119.812500 Penalty: 4090.751221
	Iteration 4Q: 3 clusters Score -485119.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -485186.781250 Penalty: 4090.751221
	Iteration 5Q: 3 clusters Score -485186.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -485250.781250 Penalty: 4090.751221
	Iteration 6Q: 3 clusters Score -485250.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -485294.625000 Penalty: 4090.751221
	Iteration 7Q: 3 clusters Score -485294.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -485336.156250 Penalty: 4090.751221
	Iteration 8Q: 3 clusters Score -485336.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -485376.500000 Penalty: 4090.751221
	Iteration 9Q: 3 clusters Score -485376.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -485411.562500 Penalty: 4090.751221
	Iteration 10Q: 3 clusters Score -485411.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -485444.343750 Penalty: 4090.751221
	Iteration 11Q: 3 clusters Score -485444.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -485472.531250 Penalty: 4090.751221
	Iteration 12Q: 3 clusters Score -485472.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -485498.562500 Penalty: 4090.751221
	Iteration 13Q: 3 clusters Score -485498.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -485526.250000 Penalty: 4090.751221
	Iteration 14Q: 3 clusters Score -485526.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -485545.593750 Penalty: 4090.751221
	Iteration 15Q: 3 clusters Score -485545.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -485560.906250 Penalty: 4090.751221
	Iteration 16Q: 3 clusters Score -485560.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -485572.468750 Penalty: 4090.751221
	Iteration 17Q: 3 clusters Score -485572.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -485589.343750 Penalty: 4090.751221
	Iteration 18Q: 3 clusters Score -485589.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -485609.718750 Penalty: 4090.751221
	Iteration 19Q: 3 clusters Score -485609.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -485622.218750 Penalty: 4090.751221
	Iteration 20F: 3 clusters Score -485622.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -485635.593750 Penalty: 4090.751221
	Iteration 21Q: 3 clusters Score -485635.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -485648.062500 Penalty: 4090.751221
	Iteration 22Q: 3 clusters Score -485648.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -485658.093750 Penalty: 4090.751221
	Iteration 23Q: 3 clusters Score -485658.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -485666.718750 Penalty: 4090.751221
	Iteration 24Q: 3 clusters Score -485666.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -485674.656250 Penalty: 4090.751221
	Iteration 25Q: 3 clusters Score -485674.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -485680.812500 Penalty: 4090.751221
	Iteration 26Q: 3 clusters Score -485680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -485688.562500 Penalty: 4090.751221
	Iteration 27Q: 3 clusters Score -485688.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -485693.031250 Penalty: 4090.751221
	Iteration 28Q: 3 clusters Score -485693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -485697.531250 Penalty: 4090.751221
	Iteration 29Q: 3 clusters Score -485697.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -485701.500000 Penalty: 4090.751221
	Iteration 30Q: 3 clusters Score -485701.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -485706.500000 Penalty: 4090.751221
	Iteration 31Q: 3 clusters Score -485706.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -485712.375000 Penalty: 4090.751221
	Iteration 32Q: 3 clusters Score -485712.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -485714.187500 Penalty: 4090.751221
	Iteration 33Q: 3 clusters Score -485714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -485716.218750 Penalty: 4090.751221
	Iteration 34Q: 3 clusters Score -485716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -485717.437500 Penalty: 4090.751221
	Iteration 35Q: 3 clusters Score -485717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -485717.718750 Penalty: 4090.751221
	Iteration 36Q: 3 clusters Score -485717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -485716.875000 Penalty: 4090.751221
	Iteration 37Q: 3 clusters Score -485716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -485719.625000 Penalty: 4090.751221
	Iteration 38Q: 3 clusters Score -485719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -485719.625000 Penalty: 4090.751221
	Iteration 39Q: 3 clusters Score -485719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -485720.125000 Penalty: 4090.751221
	Iteration 40F: 3 clusters Score -485720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -485720.343750 Penalty: 4090.751221
	Iteration 41Q: 3 clusters Score -485720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -485720.531250 Penalty: 4090.751221
	Iteration 42Q: 3 clusters Score -485720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -485720.500000 Penalty: 4090.751221
	Iteration 43Q: 3 clusters Score -485720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -485721.406250 Penalty: 4090.751221
	Iteration 44Q: 3 clusters Score -485721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -485722.468750 Penalty: 4090.751221
	Iteration 45Q: 3 clusters Score -485722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -485723.375000 Penalty: 4090.751221
	Iteration 46Q: 3 clusters Score -485723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -485724.406250 Penalty: 4090.751221
	Iteration 47Q: 3 clusters Score -485724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -485725.468750 Penalty: 4090.751221
	Iteration 48Q: 3 clusters Score -485725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -485726.375000 Penalty: 4090.751221
	Iteration 49Q: 3 clusters Score -485726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -485728.125000 Penalty: 4090.751221
	Iteration 50Q: 3 clusters Score -485728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -485728.250000 Penalty: 4090.751221
	Iteration 51Q: 3 clusters Score -485728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -485730.218750 Penalty: 4090.751221
	Iteration 52Q: 3 clusters Score -485730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -485730.375000 Penalty: 4090.751221
	Iteration 53Q: 3 clusters Score -485730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -485730.000000 Penalty: 4090.751221
	Iteration 54Q: 3 clusters Score -485730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -485730.000000 Penalty: 4090.751221
	Iteration 55F: 3 clusters Score -485730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -1052874.750000 Penalty: 2233.218750
	Iteration 0F: 2 clusters Score -1052875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1046319.937500 Penalty: 4466.437500
	Iteration 0F: 3 clusters Score -1046320 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1048081.000000 Penalty: 4466.437500
	Iteration 1F: 3 clusters Score -1048081 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1048370.312500 Penalty: 4466.437500
	Iteration 2F: 3 clusters Score -1048370 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1048606.625000 Penalty: 4466.437500
	Iteration 3F: 3 clusters Score -1048607 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1048854.625000 Penalty: 4466.437500
	Iteration 4Q: 3 clusters Score -1048855 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1049087.250000 Penalty: 4466.437500
	Iteration 5Q: 3 clusters Score -1049087 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1049317.750000 Penalty: 4466.437500
	Iteration 6Q: 3 clusters Score -1049318 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1049560.500000 Penalty: 4466.437500
	Iteration 7Q: 3 clusters Score -1049560 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1049802.375000 Penalty: 4466.437500
	Iteration 8Q: 3 clusters Score -1049802 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1050011.500000 Penalty: 4466.437500
	Iteration 9Q: 3 clusters Score -1050012 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1050169.375000 Penalty: 4466.437500
	Iteration 10Q: 3 clusters Score -1050169 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1050287.625000 Penalty: 4466.437500
	Iteration 11Q: 3 clusters Score -1050288 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1050396.500000 Penalty: 4466.437500
	Iteration 12Q: 3 clusters Score -1050396 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1050482.750000 Penalty: 4466.437500
	Iteration 13Q: 3 clusters Score -1050483 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1050559.625000 Penalty: 4466.437500
	Iteration 14Q: 3 clusters Score -1050560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1050620.500000 Penalty: 4466.437500
	Iteration 15Q: 3 clusters Score -1050620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1050678.375000 Penalty: 4466.437500
	Iteration 16Q: 3 clusters Score -1050678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1050719.625000 Penalty: 4466.437500
	Iteration 17Q: 3 clusters Score -1050720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1050749.875000 Penalty: 4466.437500
	Iteration 18Q: 3 clusters Score -1050750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1050774.500000 Penalty: 4466.437500
	Iteration 19Q: 3 clusters Score -1050774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1050798.000000 Penalty: 4466.437500
	Iteration 20F: 3 clusters Score -1050798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1050825.250000 Penalty: 4466.437500
	Iteration 21Q: 3 clusters Score -1050825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1050845.000000 Penalty: 4466.437500
	Iteration 22Q: 3 clusters Score -1050845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1050864.125000 Penalty: 4466.437500
	Iteration 23Q: 3 clusters Score -1050864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1050881.000000 Penalty: 4466.437500
	Iteration 24Q: 3 clusters Score -1050881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1050900.500000 Penalty: 4466.437500
	Iteration 25Q: 3 clusters Score -1050900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1050915.000000 Penalty: 4466.437500
	Iteration 26Q: 3 clusters Score -1050915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1050926.875000 Penalty: 4466.437500
	Iteration 27Q: 3 clusters Score -1050927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1050938.000000 Penalty: 4466.437500
	Iteration 28Q: 3 clusters Score -1050938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1050941.500000 Penalty: 4466.437500
	Iteration 29Q: 3 clusters Score -1050942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1050950.500000 Penalty: 4466.437500
	Iteration 30Q: 3 clusters Score -1050950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1050958.250000 Penalty: 4466.437500
	Iteration 31Q: 3 clusters Score -1050958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1050962.000000 Penalty: 4466.437500
	Iteration 32Q: 3 clusters Score -1050962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1050960.625000 Penalty: 4466.437500
	Iteration 33Q: 3 clusters Score -1050961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1050962.375000 Penalty: 4466.437500
	Iteration 34Q: 3 clusters Score -1050962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1050962.000000 Penalty: 4466.437500
	Iteration 35Q: 3 clusters Score -1050962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1050961.500000 Penalty: 4466.437500
	Iteration 36Q: 3 clusters Score -1050962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1050964.750000 Penalty: 4466.437500
	Iteration 37Q: 3 clusters Score -1050965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1050967.125000 Penalty: 4466.437500
	Iteration 38Q: 3 clusters Score -1050967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1050969.375000 Penalty: 4466.437500
	Iteration 39Q: 3 clusters Score -1050969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1050974.250000 Penalty: 4466.437500
	Iteration 40F: 3 clusters Score -1050974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1050978.500000 Penalty: 4466.437500
	Iteration 41Q: 3 clusters Score -1050978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1050980.500000 Penalty: 4466.437500
	Iteration 42Q: 3 clusters Score -1050980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1050985.125000 Penalty: 4466.437500
	Iteration 43Q: 3 clusters Score -1050985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1050990.375000 Penalty: 4466.437500
	Iteration 44Q: 3 clusters Score -1050990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1050992.875000 Penalty: 4466.437500
	Iteration 45Q: 3 clusters Score -1050993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1050995.125000 Penalty: 4466.437500
	Iteration 46Q: 3 clusters Score -1050995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1050999.125000 Penalty: 4466.437500
	Iteration 47Q: 3 clusters Score -1050999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1051001.625000 Penalty: 4466.437500
	Iteration 48Q: 3 clusters Score -1051002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1051007.625000 Penalty: 4466.437500
	Iteration 49Q: 3 clusters Score -1051008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1051013.000000 Penalty: 4466.437500
	Iteration 50Q: 3 clusters Score -1051013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1051020.750000 Penalty: 4466.437500
	Iteration 51Q: 3 clusters Score -1051021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1051024.250000 Penalty: 4466.437500
	Iteration 52Q: 3 clusters Score -1051024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1051026.750000 Penalty: 4466.437500
	Iteration 53Q: 3 clusters Score -1051027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1051029.875000 Penalty: 4466.437500
	Iteration 54Q: 3 clusters Score -1051030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1051029.375000 Penalty: 4466.437500
	Iteration 55Q: 3 clusters Score -1051029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1051031.000000 Penalty: 4466.437500
	Iteration 56Q: 3 clusters Score -1051031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1051031.000000 Penalty: 4466.437500
	Iteration 57F: 3 clusters Score -1051031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -634868.125000 Penalty: 2120.843262
	Iteration 0F: 2 clusters Score -634868.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -630258.125000 Penalty: 4241.686523
	Iteration 0F: 3 clusters Score -630258.1 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -631517.437500 Penalty: 4241.686523
	Iteration 1F: 3 clusters Score -631517.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -631902.312500 Penalty: 4241.686523
	Iteration 2F: 3 clusters Score -631902.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -632188.750000 Penalty: 4241.686523
	Iteration 3F: 3 clusters Score -632188.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -632439.437500 Penalty: 4241.686523
	Iteration 4F: 3 clusters Score -632439.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -632643.687500 Penalty: 4241.686523
	Iteration 5F: 3 clusters Score -632643.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -632804.250000 Penalty: 4241.686523
	Iteration 6Q: 3 clusters Score -632804.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -632937.500000 Penalty: 4241.686523
	Iteration 7Q: 3 clusters Score -632937.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -633055.625000 Penalty: 4241.686523
	Iteration 8Q: 3 clusters Score -633055.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -633139.125000 Penalty: 4241.686523
	Iteration 9Q: 3 clusters Score -633139.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -633219.250000 Penalty: 4241.686523
	Iteration 10Q: 3 clusters Score -633219.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -633291.687500 Penalty: 4241.686523
	Iteration 11Q: 3 clusters Score -633291.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -633351.625000 Penalty: 4241.686523
	Iteration 12Q: 3 clusters Score -633351.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -633429.625000 Penalty: 4241.686523
	Iteration 13Q: 3 clusters Score -633429.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -633481.187500 Penalty: 4241.686523
	Iteration 14Q: 3 clusters Score -633481.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -633533.000000 Penalty: 4241.686523
	Iteration 15Q: 3 clusters Score -633533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -633569.312500 Penalty: 4241.686523
	Iteration 16Q: 3 clusters Score -633569.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -633598.437500 Penalty: 4241.686523
	Iteration 17Q: 3 clusters Score -633598.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -633626.375000 Penalty: 4241.686523
	Iteration 18Q: 3 clusters Score -633626.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -633646.187500 Penalty: 4241.686523
	Iteration 19Q: 3 clusters Score -633646.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -633654.812500 Penalty: 4241.686523
	Iteration 20F: 3 clusters Score -633654.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -633665.937500 Penalty: 4241.686523
	Iteration 21Q: 3 clusters Score -633665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -633674.000000 Penalty: 4241.686523
	Iteration 22Q: 3 clusters Score -633674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -633679.375000 Penalty: 4241.686523
	Iteration 23Q: 3 clusters Score -633679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -633686.812500 Penalty: 4241.686523
	Iteration 24Q: 3 clusters Score -633686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -633690.625000 Penalty: 4241.686523
	Iteration 25Q: 3 clusters Score -633690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -633690.562500 Penalty: 4241.686523
	Iteration 26Q: 3 clusters Score -633690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -633693.500000 Penalty: 4241.686523
	Iteration 27Q: 3 clusters Score -633693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -633694.125000 Penalty: 4241.686523
	Iteration 28Q: 3 clusters Score -633694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -633694.062500 Penalty: 4241.686523
	Iteration 29Q: 3 clusters Score -633694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -633694.062500 Penalty: 4241.686523
	Iteration 30F: 3 clusters Score -633694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Entering Unmasked Estep 
Score: -726399.312500 Penalty: 2139.348877
	Iteration 0F: 2 clusters Score -726399.3 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 2738 members 
Entering Unmasked Estep 
Score: -721553.562500 Penalty: 4278.697754
	Iteration 0F: 3 clusters Score -721553.6 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -722786.562500 Penalty: 4278.697754
	Iteration 1F: 3 clusters Score -722786.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -723079.812500 Penalty: 4278.697754
	Iteration 2F: 3 clusters Score -723079.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -723257.375000 Penalty: 4278.697754
	Iteration 3F: 3 clusters Score -723257.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -723358.625000 Penalty: 4278.697754
	Iteration 4Q: 3 clusters Score -723358.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -723430.187500 Penalty: 4278.697754
	Iteration 5Q: 3 clusters Score -723430.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -723489.562500 Penalty: 4278.697754
	Iteration 6Q: 3 clusters Score -723489.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -723544.312500 Penalty: 4278.697754
	Iteration 7Q: 3 clusters Score -723544.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -723584.437500 Penalty: 4278.697754
	Iteration 8Q: 3 clusters Score -723584.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -723622.187500 Penalty: 4278.697754
	Iteration 9Q: 3 clusters Score -723622.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -723654.875000 Penalty: 4278.697754
	Iteration 10Q: 3 clusters Score -723654.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -723681.500000 Penalty: 4278.697754
	Iteration 11Q: 3 clusters Score -723681.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -723708.937500 Penalty: 4278.697754
	Iteration 12Q: 3 clusters Score -723708.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -723733.812500 Penalty: 4278.697754
	Iteration 13Q: 3 clusters Score -723733.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -723754.375000 Penalty: 4278.697754
	Iteration 14Q: 3 clusters Score -723754.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -723777.000000 Penalty: 4278.697754
	Iteration 15Q: 3 clusters Score -723777 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -723788.625000 Penalty: 4278.697754
	Iteration 16Q: 3 clusters Score -723788.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -723804.000000 Penalty: 4278.697754
	Iteration 17Q: 3 clusters Score -723804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -723819.187500 Penalty: 4278.697754
	Iteration 18Q: 3 clusters Score -723819.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -723833.000000 Penalty: 4278.697754
	Iteration 19Q: 3 clusters Score -723833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -723845.812500 Penalty: 4278.697754
	Iteration 20F: 3 clusters Score -723845.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -723858.937500 Penalty: 4278.697754
	Iteration 21Q: 3 clusters Score -723858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -723863.250000 Penalty: 4278.697754
	Iteration 22Q: 3 clusters Score -723863.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -723870.125000 Penalty: 4278.697754
	Iteration 23Q: 3 clusters Score -723870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -723875.750000 Penalty: 4278.697754
	Iteration 24Q: 3 clusters Score -723875.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -723884.812500 Penalty: 4278.697754
	Iteration 25Q: 3 clusters Score -723884.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -723894.812500 Penalty: 4278.697754
	Iteration 26Q: 3 clusters Score -723894.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -723901.875000 Penalty: 4278.697754
	Iteration 27Q: 3 clusters Score -723901.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -723908.250000 Penalty: 4278.697754
	Iteration 28Q: 3 clusters Score -723908.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -723918.750000 Penalty: 4278.697754
	Iteration 29Q: 3 clusters Score -723918.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -723928.625000 Penalty: 4278.697754
	Iteration 30Q: 3 clusters Score -723928.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -723938.125000 Penalty: 4278.697754
	Iteration 31Q: 3 clusters Score -723938.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -723949.312500 Penalty: 4278.697754
	Iteration 32Q: 3 clusters Score -723949.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -723960.937500 Penalty: 4278.697754
	Iteration 33Q: 3 clusters Score -723960.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -723974.875000 Penalty: 4278.697754
	Iteration 34Q: 3 clusters Score -723974.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -723993.250000 Penalty: 4278.697754
	Iteration 35Q: 3 clusters Score -723993.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -724009.625000 Penalty: 4278.697754
	Iteration 36Q: 3 clusters Score -724009.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -724029.375000 Penalty: 4278.697754
	Iteration 37Q: 3 clusters Score -724029.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -724050.437500 Penalty: 4278.697754
	Iteration 38Q: 3 clusters Score -724050.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -724079.562500 Penalty: 4278.697754
	Iteration 39Q: 3 clusters Score -724079.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -724108.625000 Penalty: 4278.697754
	Iteration 40F: 3 clusters Score -724108.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -724138.500000 Penalty: 4278.697754
	Iteration 41Q: 3 clusters Score -724138.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -724169.875000 Penalty: 4278.697754
	Iteration 42Q: 3 clusters Score -724169.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -724192.812500 Penalty: 4278.697754
	Iteration 43Q: 3 clusters Score -724192.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -724224.875000 Penalty: 4278.697754
	Iteration 44Q: 3 clusters Score -724224.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -724261.062500 Penalty: 4278.697754
	Iteration 45Q: 3 clusters Score -724261.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -724298.125000 Penalty: 4278.697754
	Iteration 46Q: 3 clusters Score -724298.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -724340.437500 Penalty: 4278.697754
	Iteration 47Q: 3 clusters Score -724340.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -724379.812500 Penalty: 4278.697754
	Iteration 48Q: 3 clusters Score -724379.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -724434.125000 Penalty: 4278.697754
	Iteration 49Q: 3 clusters Score -724434.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -724481.437500 Penalty: 4278.697754
	Iteration 50Q: 3 clusters Score -724481.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -724524.750000 Penalty: 4278.697754
	Iteration 51Q: 3 clusters Score -724524.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -724572.187500 Penalty: 4278.697754
	Iteration 52Q: 3 clusters Score -724572.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -724617.750000 Penalty: 4278.697754
	Iteration 53Q: 3 clusters Score -724617.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -724659.875000 Penalty: 4278.697754
	Iteration 54Q: 3 clusters Score -724659.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -724705.562500 Penalty: 4278.697754
	Iteration 55Q: 3 clusters Score -724705.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -724747.562500 Penalty: 4278.697754
	Iteration 56Q: 3 clusters Score -724747.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -724781.687500 Penalty: 4278.697754
	Iteration 57Q: 3 clusters Score -724781.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -724805.875000 Penalty: 4278.697754
	Iteration 58Q: 3 clusters Score -724805.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -724837.750000 Penalty: 4278.697754
	Iteration 59Q: 3 clusters Score -724837.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -724866.125000 Penalty: 4278.697754
	Iteration 60F: 3 clusters Score -724866.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -724887.375000 Penalty: 4278.697754
	Iteration 61Q: 3 clusters Score -724887.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -724906.875000 Penalty: 4278.697754
	Iteration 62Q: 3 clusters Score -724906.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -724921.125000 Penalty: 4278.697754
	Iteration 63Q: 3 clusters Score -724921.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -724933.875000 Penalty: 4278.697754
	Iteration 64Q: 3 clusters Score -724933.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -724944.375000 Penalty: 4278.697754
	Iteration 65Q: 3 clusters Score -724944.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -724951.250000 Penalty: 4278.697754
	Iteration 66Q: 3 clusters Score -724951.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -724962.562500 Penalty: 4278.697754
	Iteration 67Q: 3 clusters Score -724962.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -724975.000000 Penalty: 4278.697754
	Iteration 68Q: 3 clusters Score -724975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -724990.250000 Penalty: 4278.697754
	Iteration 69Q: 3 clusters Score -724990.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -724997.562500 Penalty: 4278.697754
	Iteration 70Q: 3 clusters Score -724997.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -725002.812500 Penalty: 4278.697754
	Iteration 71Q: 3 clusters Score -725002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -725009.062500 Penalty: 4278.697754
	Iteration 72Q: 3 clusters Score -725009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -725013.437500 Penalty: 4278.697754
	Iteration 73Q: 3 clusters Score -725013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -725020.125000 Penalty: 4278.697754
	Iteration 74Q: 3 clusters Score -725020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -725023.750000 Penalty: 4278.697754
	Iteration 75Q: 3 clusters Score -725023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -725028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -725028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -725031.437500 Penalty: 4278.697754
	Iteration 78Q: 3 clusters Score -725031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -725034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -725035.000000 Penalty: 4278.697754
	Iteration 80F: 3 clusters Score -725035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -725036.312500 Penalty: 4278.697754
	Iteration 81Q: 3 clusters Score -725036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -725037.937500 Penalty: 4278.697754
	Iteration 82Q: 3 clusters Score -725037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -725038.000000 Penalty: 4278.697754
	Iteration 83Q: 3 clusters Score -725038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -725040.875000 Penalty: 4278.697754
	Iteration 84Q: 3 clusters Score -725040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
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	Iteration 85F: 3 clusters Score -725040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13159 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 6 contains 16562 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 18749 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 273 members 
Mstep: Class 12 contains 41892 members 
Mstep: Class 14 contains 29786 members 
Mstep: Class 15 contains 151312 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 5577 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 18 clusters Score -4.289589e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 13133 members 
Mstep: Class 3 contains 8289 members 
Mstep: Class 4 contains 7246 members 
Mstep: Class 5 contains 1206 members 
Mstep: Class 6 contains 16744 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 14625 members 
Mstep: Class 11 contains 271 members 
Mstep: Class 12 contains 41891 members 
Mstep: Class 14 contains 29839 members 
Mstep: Class 15 contains 151298 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 18 clusters Score -4.289662e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 13112 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 16887 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 19108 members 
Mstep: Class 10 contains 14539 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 41901 members 
Mstep: Class 14 contains 29840 members 
Mstep: Class 15 contains 151155 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 5447 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 18 clusters Score -4.289675e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 13086 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 17030 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 19232 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41916 members 
Mstep: Class 14 contains 29850 members 
Mstep: Class 15 contains 151000 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 8049 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 18 clusters Score -4.28969e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 13060 members 
Mstep: Class 3 contains 8290 members 
Mstep: Class 4 contains 7397 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 17174 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 19322 members 
Mstep: Class 10 contains 14439 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41928 members 
Mstep: Class 14 contains 29859 members 
Mstep: Class 15 contains 150870 members 
Mstep: Class 16 contains 3815 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 18 clusters Score -4.289694e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 17320 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 19405 members 
Mstep: Class 10 contains 14412 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41924 members 
Mstep: Class 14 contains 29860 members 
Mstep: Class 15 contains 150732 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 5276 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 18 clusters Score -4.289709e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 13031 members 
Mstep: Class 3 contains 8307 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 17431 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 19471 members 
Mstep: Class 10 contains 14397 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41920 members 
Mstep: Class 14 contains 29867 members 
Mstep: Class 15 contains 150622 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 5232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 18 clusters Score -4.289726e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 13027 members 
Mstep: Class 3 contains 8303 members 
Mstep: Class 4 contains 7441 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 17553 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 19518 members 
Mstep: Class 10 contains 14394 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41916 members 
Mstep: Class 14 contains 29865 members 
Mstep: Class 15 contains 150519 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 5186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897420.000000 Penalty: 53648.867188
Iteration 46Q: 18 clusters Score -4.289742e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 13017 members 
Mstep: Class 3 contains 8301 members 
Mstep: Class 4 contains 7451 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 17650 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 19555 members 
Mstep: Class 10 contains 14398 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41918 members 
Mstep: Class 14 contains 29875 members 
Mstep: Class 15 contains 150437 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897544.000000 Penalty: 53648.867188
Iteration 47Q: 18 clusters Score -4.289754e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 13008 members 
Mstep: Class 3 contains 8303 members 
Mstep: Class 4 contains 7467 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 17757 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 19594 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41922 members 
Mstep: Class 14 contains 29875 members 
Mstep: Class 15 contains 150362 members 
Mstep: Class 16 contains 3812 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897644.000000 Penalty: 53648.867188
Iteration 48Q: 18 clusters Score -4.289764e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 13007 members 
Mstep: Class 3 contains 8304 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 17855 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 19615 members 
Mstep: Class 10 contains 14374 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41930 members 
Mstep: Class 14 contains 29879 members 
Mstep: Class 15 contains 150312 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 5046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897632.000000 Penalty: 53648.867188
Iteration 49Q: 18 clusters Score -4.289763e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 13006 members 
Mstep: Class 3 contains 8306 members 
Mstep: Class 4 contains 7487 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 17958 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19642 members 
Mstep: Class 10 contains 14361 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41937 members 
Mstep: Class 14 contains 29884 members 
Mstep: Class 15 contains 150253 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 5211 members 
Mstep: Class 19 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897688.000000 Penalty: 53648.867188
Iteration 50Q: 18 clusters Score -4.289769e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 13004 members 
Mstep: Class 3 contains 8305 members 
Mstep: Class 4 contains 7495 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18052 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19669 members 
Mstep: Class 10 contains 14354 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41944 members 
Mstep: Class 14 contains 29882 members 
Mstep: Class 15 contains 150200 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8043 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 4960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897772.000000 Penalty: 53648.867188
Iteration 51Q: 18 clusters Score -4.289777e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 8305 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18143 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19687 members 
Mstep: Class 10 contains 14343 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41947 members 
Mstep: Class 14 contains 29885 members 
Mstep: Class 15 contains 150154 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8051 members 
Mstep: Class 18 contains 5220 members 
Mstep: Class 19 contains 4908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897900.000000 Penalty: 53648.867188
Iteration 52Q: 18 clusters Score -4.28979e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 8313 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18218 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19711 members 
Mstep: Class 10 contains 14318 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41954 members 
Mstep: Class 14 contains 29881 members 
Mstep: Class 15 contains 150105 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 4859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897896.000000 Penalty: 53648.867188
Iteration 53Q: 18 clusters Score -4.28979e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 8319 members 
Mstep: Class 4 contains 7517 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18281 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19737 members 
Mstep: Class 10 contains 14303 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41962 members 
Mstep: Class 14 contains 29886 members 
Mstep: Class 15 contains 150064 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 5236 members 
Mstep: Class 19 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 18 clusters Score -4.289788e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 8319 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18350 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19751 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41977 members 
Mstep: Class 14 contains 29882 members 
Mstep: Class 15 contains 150052 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 4756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897900.000000 Penalty: 53648.867188
Iteration 55Q: 18 clusters Score -4.28979e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 12996 members 
Mstep: Class 3 contains 8320 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18416 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19768 members 
Mstep: Class 10 contains 14283 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41986 members 
Mstep: Class 14 contains 29881 members 
Mstep: Class 15 contains 150040 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 4693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897900.000000 Penalty: 53648.867188
Iteration 56Q: 18 clusters Score -4.28979e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18468 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19784 members 
Mstep: Class 10 contains 14285 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 41994 members 
Mstep: Class 14 contains 29881 members 
Mstep: Class 15 contains 150021 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 4633 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 18 clusters Score -4.2898e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 8323 members 
Mstep: Class 4 contains 7535 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18499 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19803 members 
Mstep: Class 10 contains 14285 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42002 members 
Mstep: Class 14 contains 29886 members 
Mstep: Class 15 contains 150015 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8069 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 4579 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 18 clusters Score -4.289804e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 12989 members 
Mstep: Class 3 contains 8323 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18521 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19819 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42007 members 
Mstep: Class 14 contains 29891 members 
Mstep: Class 15 contains 150034 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 19 contains 4525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898032.000000 Penalty: 53648.867188
Iteration 59Q: 18 clusters Score -4.289803e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 12986 members 
Mstep: Class 3 contains 8327 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18544 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19843 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42010 members 
Mstep: Class 14 contains 29894 members 
Mstep: Class 15 contains 150037 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8061 members 
Mstep: Class 18 contains 5252 members 
Mstep: Class 19 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898064.000000 Penalty: 53648.867188
Iteration 60F: 18 clusters Score -4.289806e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 12982 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18559 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19863 members 
Mstep: Class 10 contains 14321 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42023 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 150036 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 18 contains 5252 members 
Mstep: Class 19 contains 4408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898024.000000 Penalty: 53648.867188
Iteration 61Q: 18 clusters Score -4.289802e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 12979 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18574 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 10 contains 14334 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42030 members 
Mstep: Class 14 contains 29898 members 
Mstep: Class 15 contains 150030 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 5255 members 
Mstep: Class 19 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897980.000000 Penalty: 53648.867188
Iteration 62Q: 18 clusters Score -4.289798e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18594 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 14350 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42035 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 150035 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 5253 members 
Mstep: Class 19 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897984.000000 Penalty: 53648.867188
Iteration 63Q: 18 clusters Score -4.289798e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 12975 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18606 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19899 members 
Mstep: Class 10 contains 14374 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42041 members 
Mstep: Class 14 contains 29906 members 
Mstep: Class 15 contains 150033 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 4258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898016.000000 Penalty: 53648.867188
Iteration 64Q: 18 clusters Score -4.289802e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 12974 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18618 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19903 members 
Mstep: Class 10 contains 14412 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42044 members 
Mstep: Class 14 contains 29906 members 
Mstep: Class 15 contains 150033 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 5255 members 
Mstep: Class 19 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898060.000000 Penalty: 53648.867188
Iteration 65Q: 18 clusters Score -4.289806e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 12975 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18628 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19913 members 
Mstep: Class 10 contains 14442 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42046 members 
Mstep: Class 14 contains 29906 members 
Mstep: Class 15 contains 150028 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 4162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898080.000000 Penalty: 53648.867188
Iteration 66Q: 18 clusters Score -4.289808e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 12973 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18632 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19924 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42045 members 
Mstep: Class 14 contains 29908 members 
Mstep: Class 15 contains 150028 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8049 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898044.000000 Penalty: 53648.867188
Iteration 67Q: 18 clusters Score -4.289804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12971 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18636 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19928 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42044 members 
Mstep: Class 14 contains 29908 members 
Mstep: Class 15 contains 150019 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8049 members 
Mstep: Class 18 contains 5256 members 
Mstep: Class 19 contains 4101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898032.000000 Penalty: 53648.867188
Iteration 68Q: 18 clusters Score -4.289803e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12968 members 
Mstep: Class 3 contains 8338 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18636 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19936 members 
Mstep: Class 10 contains 14525 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42056 members 
Mstep: Class 14 contains 29908 members 
Mstep: Class 15 contains 150014 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898108.000000 Penalty: 53648.867188
Iteration 69Q: 18 clusters Score -4.289811e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 12967 members 
Mstep: Class 3 contains 8338 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18647 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19941 members 
Mstep: Class 10 contains 14542 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42063 members 
Mstep: Class 14 contains 29909 members 
Mstep: Class 15 contains 150001 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8049 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 4050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898068.000000 Penalty: 53648.867188
Iteration 70Q: 18 clusters Score -4.289807e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18653 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19945 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42070 members 
Mstep: Class 14 contains 29910 members 
Mstep: Class 15 contains 149988 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898036.000000 Penalty: 53648.867188
Iteration 71Q: 18 clusters Score -4.289804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 12962 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18658 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19952 members 
Mstep: Class 10 contains 14579 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42080 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 149986 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 3999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898012.000000 Penalty: 53648.867188
Iteration 72Q: 18 clusters Score -4.289801e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18655 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19954 members 
Mstep: Class 10 contains 14600 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42085 members 
Mstep: Class 14 contains 29912 members 
Mstep: Class 15 contains 149988 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8045 members 
Mstep: Class 18 contains 5262 members 
Mstep: Class 19 contains 3978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897960.000000 Penalty: 53648.867188
Iteration 73Q: 18 clusters Score -4.289796e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 12964 members 
Mstep: Class 3 contains 8334 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18664 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19959 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42091 members 
Mstep: Class 14 contains 29914 members 
Mstep: Class 15 contains 149985 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8045 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897972.000000 Penalty: 53648.867188
Iteration 74Q: 18 clusters Score -4.289797e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12962 members 
Mstep: Class 3 contains 8333 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18674 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19964 members 
Mstep: Class 10 contains 14634 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42097 members 
Mstep: Class 14 contains 29914 members 
Mstep: Class 15 contains 149979 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8043 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897992.000000 Penalty: 53648.867188
Iteration 75Q: 18 clusters Score -4.289799e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 12960 members 
Mstep: Class 3 contains 8334 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18681 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19965 members 
Mstep: Class 10 contains 14654 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42103 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 149976 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8043 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 3914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897976.000000 Penalty: 53648.867188
Iteration 76Q: 18 clusters Score -4.289798e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 12956 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18690 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19967 members 
Mstep: Class 10 contains 14673 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42107 members 
Mstep: Class 14 contains 29916 members 
Mstep: Class 15 contains 149971 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 5255 members 
Mstep: Class 19 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897972.000000 Penalty: 53648.867188
Iteration 77Q: 18 clusters Score -4.289797e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12953 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18684 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19967 members 
Mstep: Class 10 contains 14697 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42114 members 
Mstep: Class 14 contains 29918 members 
Mstep: Class 15 contains 149974 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 5255 members 
Mstep: Class 19 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897932.000000 Penalty: 53648.867188
Iteration 78Q: 18 clusters Score -4.289793e+07 nChanged 92
Entering ConstructFrom: 
Score: -42897932.000000 Penalty: 53648.867188
Entering ConstructFrom: 
Trying to split cluster 1 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -959745.125000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -959745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -953415.500000 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -953415.5 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -955151.500000 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -955151.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -955444.500000 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -955444.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -955660.437500 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -955660.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -955832.250000 Penalty: 4454.602539
	Iteration 4Q: 3 clusters Score -955832.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -955993.812500 Penalty: 4454.602539
	Iteration 5Q: 3 clusters Score -955993.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -956126.437500 Penalty: 4454.602539
	Iteration 6Q: 3 clusters Score -956126.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -956233.562500 Penalty: 4454.602539
	Iteration 7Q: 3 clusters Score -956233.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -956341.937500 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -956341.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -956432.125000 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -956432.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -956532.625000 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -956532.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -956623.312500 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -956623.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -956715.312500 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -956715.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -956795.687500 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -956795.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -956868.500000 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -956868.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -956924.125000 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -956924.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -956983.312500 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -956983.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -957032.062500 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -957032.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -957075.250000 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -957075.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -957117.375000 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -957117.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -957153.562500 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -957153.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -957186.875000 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -957186.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -957215.937500 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -957215.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -957244.312500 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -957244.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -957275.062500 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -957275.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -957306.750000 Penalty: 4454.602539
	Iteration 25Q: 3 clusters Score -957306.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -957353.375000 Penalty: 4454.602539
	Iteration 26Q: 3 clusters Score -957353.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -957403.562500 Penalty: 4454.602539
	Iteration 27Q: 3 clusters Score -957403.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -957450.437500 Penalty: 4454.602539
	Iteration 28Q: 3 clusters Score -957450.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -957488.687500 Penalty: 4454.602539
	Iteration 29Q: 3 clusters Score -957488.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -957513.000000 Penalty: 4454.602539
	Iteration 30Q: 3 clusters Score -957513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -957542.000000 Penalty: 4454.602539
	Iteration 31Q: 3 clusters Score -957542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -957567.437500 Penalty: 4454.602539
	Iteration 32Q: 3 clusters Score -957567.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -957597.625000 Penalty: 4454.602539
	Iteration 33Q: 3 clusters Score -957597.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -957622.812500 Penalty: 4454.602539
	Iteration 34Q: 3 clusters Score -957622.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -957651.750000 Penalty: 4454.602539
	Iteration 35Q: 3 clusters Score -957651.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -957682.687500 Penalty: 4454.602539
	Iteration 36Q: 3 clusters Score -957682.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -957716.000000 Penalty: 4454.602539
	Iteration 37Q: 3 clusters Score -957716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -957753.875000 Penalty: 4454.602539
	Iteration 38Q: 3 clusters Score -957753.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -957794.125000 Penalty: 4454.602539
	Iteration 39Q: 3 clusters Score -957794.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -957828.500000 Penalty: 4454.602539
	Iteration 40F: 3 clusters Score -957828.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -957869.750000 Penalty: 4454.602539
	Iteration 41Q: 3 clusters Score -957869.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -957913.250000 Penalty: 4454.602539
	Iteration 42Q: 3 clusters Score -957913.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -957941.625000 Penalty: 4454.602539
	Iteration 43Q: 3 clusters Score -957941.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -957964.625000 Penalty: 4454.602539
	Iteration 44Q: 3 clusters Score -957964.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -957983.125000 Penalty: 4454.602539
	Iteration 45Q: 3 clusters Score -957983.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -957996.937500 Penalty: 4454.602539
	Iteration 46Q: 3 clusters Score -957996.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -958006.625000 Penalty: 4454.602539
	Iteration 47Q: 3 clusters Score -958006.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -958019.375000 Penalty: 4454.602539
	Iteration 48Q: 3 clusters Score -958019.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -958026.125000 Penalty: 4454.602539
	Iteration 49Q: 3 clusters Score -958026.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -958030.062500 Penalty: 4454.602539
	Iteration 50Q: 3 clusters Score -958030.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -958036.937500 Penalty: 4454.602539
	Iteration 51Q: 3 clusters Score -958036.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -958043.625000 Penalty: 4454.602539
	Iteration 52Q: 3 clusters Score -958043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -958044.812500 Penalty: 4454.602539
	Iteration 53Q: 3 clusters Score -958044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -958046.562500 Penalty: 4454.602539
	Iteration 54Q: 3 clusters Score -958046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -958046.937500 Penalty: 4454.602539
	Iteration 55Q: 3 clusters Score -958046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -958046.125000 Penalty: 4454.602539
	Iteration 56Q: 3 clusters Score -958046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -958046.375000 Penalty: 4454.602539
	Iteration 57Q: 3 clusters Score -958046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -958048.937500 Penalty: 4454.602539
	Iteration 58Q: 3 clusters Score -958048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -958050.500000 Penalty: 4454.602539
	Iteration 59Q: 3 clusters Score -958050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -958050.250000 Penalty: 4454.602539
	Iteration 60F: 3 clusters Score -958050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -958053.687500 Penalty: 4454.602539
	Iteration 61Q: 3 clusters Score -958053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -958054.250000 Penalty: 4454.602539
	Iteration 62Q: 3 clusters Score -958054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -958052.812500 Penalty: 4454.602539
	Iteration 63Q: 3 clusters Score -958052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -958053.625000 Penalty: 4454.602539
	Iteration 64Q: 3 clusters Score -958053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -958054.437500 Penalty: 4454.602539
	Iteration 65Q: 3 clusters Score -958054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -958054.437500 Penalty: 4454.602539
	Iteration 66F: 3 clusters Score -958054.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Entering Unmasked Estep 
Score: -1707427.750000 Penalty: 2348.313477
	Iteration 0F: 2 clusters Score -1707428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1697817.125000 Penalty: 4696.626953
	Iteration 0F: 3 clusters Score -1697817 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1700845.750000 Penalty: 4696.626953
	Iteration 1F: 3 clusters Score -1700846 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1701224.750000 Penalty: 4696.626953
	Iteration 2F: 3 clusters Score -1701225 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1701527.125000 Penalty: 4696.626953
	Iteration 3F: 3 clusters Score -1701527 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1701853.500000 Penalty: 4696.626953
	Iteration 4Q: 3 clusters Score -1701854 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1702199.250000 Penalty: 4696.626953
	Iteration 5Q: 3 clusters Score -1702199 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1702556.000000 Penalty: 4696.626953
	Iteration 6F: 3 clusters Score -1702556 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1702960.750000 Penalty: 4696.626953
	Iteration 7F: 3 clusters Score -1702961 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1703355.500000 Penalty: 4696.626953
	Iteration 8F: 3 clusters Score -1703356 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1703670.750000 Penalty: 4696.626953
	Iteration 9Q: 3 clusters Score -1703671 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1703937.000000 Penalty: 4696.626953
	Iteration 10Q: 3 clusters Score -1703937 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1704150.375000 Penalty: 4696.626953
	Iteration 11Q: 3 clusters Score -1704150 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1704336.625000 Penalty: 4696.626953
	Iteration 12Q: 3 clusters Score -1704337 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1704523.000000 Penalty: 4696.626953
	Iteration 13Q: 3 clusters Score -1704523 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1704694.000000 Penalty: 4696.626953
	Iteration 14Q: 3 clusters Score -1704694 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1704832.250000 Penalty: 4696.626953
	Iteration 15Q: 3 clusters Score -1704832 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1704954.000000 Penalty: 4696.626953
	Iteration 16Q: 3 clusters Score -1704954 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1705046.875000 Penalty: 4696.626953
	Iteration 17Q: 3 clusters Score -1705047 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1705127.750000 Penalty: 4696.626953
	Iteration 18Q: 3 clusters Score -1705128 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1705201.125000 Penalty: 4696.626953
	Iteration 19Q: 3 clusters Score -1705201 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1705254.250000 Penalty: 4696.626953
	Iteration 20F: 3 clusters Score -1705254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1705296.125000 Penalty: 4696.626953
	Iteration 21Q: 3 clusters Score -1705296 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1705335.750000 Penalty: 4696.626953
	Iteration 22Q: 3 clusters Score -1705336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1705362.625000 Penalty: 4696.626953
	Iteration 23Q: 3 clusters Score -1705363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1705400.750000 Penalty: 4696.626953
	Iteration 24Q: 3 clusters Score -1705401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1705425.000000 Penalty: 4696.626953
	Iteration 25Q: 3 clusters Score -1705425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1705431.875000 Penalty: 4696.626953
	Iteration 26Q: 3 clusters Score -1705432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1705441.500000 Penalty: 4696.626953
	Iteration 27Q: 3 clusters Score -1705442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1705452.500000 Penalty: 4696.626953
	Iteration 28Q: 3 clusters Score -1705452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1705460.375000 Penalty: 4696.626953
	Iteration 29Q: 3 clusters Score -1705460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1705469.500000 Penalty: 4696.626953
	Iteration 30Q: 3 clusters Score -1705470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1705479.125000 Penalty: 4696.626953
	Iteration 31Q: 3 clusters Score -1705479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1705484.750000 Penalty: 4696.626953
	Iteration 32Q: 3 clusters Score -1705485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1705495.125000 Penalty: 4696.626953
	Iteration 33Q: 3 clusters Score -1705495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1705502.000000 Penalty: 4696.626953
	Iteration 34Q: 3 clusters Score -1705502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1705515.000000 Penalty: 4696.626953
	Iteration 35Q: 3 clusters Score -1705515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1705512.000000 Penalty: 4696.626953
	Iteration 36Q: 3 clusters Score -1705512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1705515.125000 Penalty: 4696.626953
	Iteration 37Q: 3 clusters Score -1705515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1705518.875000 Penalty: 4696.626953
	Iteration 38Q: 3 clusters Score -1705519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1705518.500000 Penalty: 4696.626953
	Iteration 39Q: 3 clusters Score -1705518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1705519.375000 Penalty: 4696.626953
	Iteration 40F: 3 clusters Score -1705519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1705521.500000 Penalty: 4696.626953
	Iteration 41Q: 3 clusters Score -1705522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1705524.125000 Penalty: 4696.626953
	Iteration 42Q: 3 clusters Score -1705524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1705528.500000 Penalty: 4696.626953
	Iteration 43Q: 3 clusters Score -1705528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1705530.000000 Penalty: 4696.626953
	Iteration 44Q: 3 clusters Score -1705530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1705535.625000 Penalty: 4696.626953
	Iteration 45Q: 3 clusters Score -1705536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1705538.125000 Penalty: 4696.626953
	Iteration 46Q: 3 clusters Score -1705538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1705542.625000 Penalty: 4696.626953
	Iteration 47Q: 3 clusters Score -1705543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1705542.250000 Penalty: 4696.626953
	Iteration 48Q: 3 clusters Score -1705542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1705549.625000 Penalty: 4696.626953
	Iteration 49Q: 3 clusters Score -1705550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1705546.125000 Penalty: 4696.626953
	Iteration 50Q: 3 clusters Score -1705546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1705547.625000 Penalty: 4696.626953
	Iteration 51Q: 3 clusters Score -1705548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1705551.000000 Penalty: 4696.626953
	Iteration 52Q: 3 clusters Score -1705551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1705553.375000 Penalty: 4696.626953
	Iteration 53Q: 3 clusters Score -1705553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1705557.375000 Penalty: 4696.626953
	Iteration 54Q: 3 clusters Score -1705557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1705556.000000 Penalty: 4696.626953
	Iteration 55Q: 3 clusters Score -1705556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1705556.000000 Penalty: 4696.626953
	Iteration 56F: 3 clusters Score -1705556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Entering Unmasked Estep 
Score: -1074570.375000 Penalty: 2238.998291
	Iteration 0F: 2 clusters Score -1074570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1068060.750000 Penalty: 4477.996582
	Iteration 0F: 3 clusters Score -1068061 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1070061.750000 Penalty: 4477.996582
	Iteration 1F: 3 clusters Score -1070062 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1070562.750000 Penalty: 4477.996582
	Iteration 2F: 3 clusters Score -1070563 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1070994.250000 Penalty: 4477.996582
	Iteration 3F: 3 clusters Score -1070994 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1071422.000000 Penalty: 4477.996582
	Iteration 4F: 3 clusters Score -1071422 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1071825.125000 Penalty: 4477.996582
	Iteration 5F: 3 clusters Score -1071825 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1072188.000000 Penalty: 4477.996582
	Iteration 6F: 3 clusters Score -1072188 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1072457.375000 Penalty: 4477.996582
	Iteration 7Q: 3 clusters Score -1072457 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1072669.625000 Penalty: 4477.996582
	Iteration 8Q: 3 clusters Score -1072670 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1072782.000000 Penalty: 4477.996582
	Iteration 9Q: 3 clusters Score -1072782 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1072852.625000 Penalty: 4477.996582
	Iteration 10Q: 3 clusters Score -1072853 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1072914.875000 Penalty: 4477.996582
	Iteration 11Q: 3 clusters Score -1072915 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1072980.000000 Penalty: 4477.996582
	Iteration 12Q: 3 clusters Score -1072980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1073032.875000 Penalty: 4477.996582
	Iteration 13Q: 3 clusters Score -1073033 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1073074.250000 Penalty: 4477.996582
	Iteration 14Q: 3 clusters Score -1073074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1073104.375000 Penalty: 4477.996582
	Iteration 15Q: 3 clusters Score -1073104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1073134.625000 Penalty: 4477.996582
	Iteration 16Q: 3 clusters Score -1073135 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1073160.000000 Penalty: 4477.996582
	Iteration 17Q: 3 clusters Score -1073160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1073181.000000 Penalty: 4477.996582
	Iteration 18Q: 3 clusters Score -1073181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1073198.375000 Penalty: 4477.996582
	Iteration 19Q: 3 clusters Score -1073198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1073216.125000 Penalty: 4477.996582
	Iteration 20F: 3 clusters Score -1073216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1073231.000000 Penalty: 4477.996582
	Iteration 21Q: 3 clusters Score -1073231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1073248.125000 Penalty: 4477.996582
	Iteration 22Q: 3 clusters Score -1073248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1073264.750000 Penalty: 4477.996582
	Iteration 23Q: 3 clusters Score -1073265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1073278.375000 Penalty: 4477.996582
	Iteration 24Q: 3 clusters Score -1073278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1073294.500000 Penalty: 4477.996582
	Iteration 25Q: 3 clusters Score -1073294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1073317.000000 Penalty: 4477.996582
	Iteration 26Q: 3 clusters Score -1073317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1073345.625000 Penalty: 4477.996582
	Iteration 27Q: 3 clusters Score -1073346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1073374.500000 Penalty: 4477.996582
	Iteration 28Q: 3 clusters Score -1073374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1073421.250000 Penalty: 4477.996582
	Iteration 29Q: 3 clusters Score -1073421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1073498.500000 Penalty: 4477.996582
	Iteration 30Q: 3 clusters Score -1073498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1073573.750000 Penalty: 4477.996582
	Iteration 31Q: 3 clusters Score -1073574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1073660.375000 Penalty: 4477.996582
	Iteration 32Q: 3 clusters Score -1073660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1073699.625000 Penalty: 4477.996582
	Iteration 33Q: 3 clusters Score -1073700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1073728.500000 Penalty: 4477.996582
	Iteration 34Q: 3 clusters Score -1073728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1073747.625000 Penalty: 4477.996582
	Iteration 35Q: 3 clusters Score -1073748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1073762.125000 Penalty: 4477.996582
	Iteration 36Q: 3 clusters Score -1073762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1073771.125000 Penalty: 4477.996582
	Iteration 37Q: 3 clusters Score -1073771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1073777.000000 Penalty: 4477.996582
	Iteration 38Q: 3 clusters Score -1073777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1073777.125000 Penalty: 4477.996582
	Iteration 39Q: 3 clusters Score -1073777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1073779.875000 Penalty: 4477.996582
	Iteration 40F: 3 clusters Score -1073780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1073782.000000 Penalty: 4477.996582
	Iteration 41Q: 3 clusters Score -1073782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1073786.000000 Penalty: 4477.996582
	Iteration 42Q: 3 clusters Score -1073786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1073792.375000 Penalty: 4477.996582
	Iteration 43Q: 3 clusters Score -1073792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1073796.375000 Penalty: 4477.996582
	Iteration 44Q: 3 clusters Score -1073796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1073798.750000 Penalty: 4477.996582
	Iteration 45Q: 3 clusters Score -1073799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1073805.625000 Penalty: 4477.996582
	Iteration 46Q: 3 clusters Score -1073806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1073808.125000 Penalty: 4477.996582
	Iteration 47Q: 3 clusters Score -1073808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1073813.750000 Penalty: 4477.996582
	Iteration 48Q: 3 clusters Score -1073814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1073819.125000 Penalty: 4477.996582
	Iteration 49Q: 3 clusters Score -1073819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1073818.375000 Penalty: 4477.996582
	Iteration 50Q: 3 clusters Score -1073818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1073819.875000 Penalty: 4477.996582
	Iteration 51Q: 3 clusters Score -1073820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1073820.625000 Penalty: 4477.996582
	Iteration 52Q: 3 clusters Score -1073821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1073821.625000 Penalty: 4477.996582
	Iteration 53Q: 3 clusters Score -1073822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1073821.625000 Penalty: 4477.996582
	Iteration 54F: 3 clusters Score -1073822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Entering Unmasked Estep 
Score: -987492.625000 Penalty: 2214.138428
	Iteration 0F: 2 clusters Score -987492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -981416.062500 Penalty: 4428.276855
	Iteration 0F: 3 clusters Score -981416.1 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -983079.375000 Penalty: 4428.276855
	Iteration 1F: 3 clusters Score -983079.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -983273.375000 Penalty: 4428.276855
	Iteration 2F: 3 clusters Score -983273.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -983389.875000 Penalty: 4428.276855
	Iteration 3Q: 3 clusters Score -983389.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -983477.687500 Penalty: 4428.276855
	Iteration 4Q: 3 clusters Score -983477.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -983553.437500 Penalty: 4428.276855
	Iteration 5Q: 3 clusters Score -983553.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -983608.125000 Penalty: 4428.276855
	Iteration 6Q: 3 clusters Score -983608.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -983654.750000 Penalty: 4428.276855
	Iteration 7Q: 3 clusters Score -983654.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -983700.062500 Penalty: 4428.276855
	Iteration 8Q: 3 clusters Score -983700.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -983736.750000 Penalty: 4428.276855
	Iteration 9Q: 3 clusters Score -983736.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -983773.312500 Penalty: 4428.276855
	Iteration 10Q: 3 clusters Score -983773.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -983809.062500 Penalty: 4428.276855
	Iteration 11Q: 3 clusters Score -983809.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -983852.625000 Penalty: 4428.276855
	Iteration 12Q: 3 clusters Score -983852.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -983899.500000 Penalty: 4428.276855
	Iteration 13Q: 3 clusters Score -983899.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -983947.500000 Penalty: 4428.276855
	Iteration 14Q: 3 clusters Score -983947.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -984005.562500 Penalty: 4428.276855
	Iteration 15Q: 3 clusters Score -984005.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -984080.062500 Penalty: 4428.276855
	Iteration 16Q: 3 clusters Score -984080.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -984170.875000 Penalty: 4428.276855
	Iteration 17Q: 3 clusters Score -984170.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -984282.812500 Penalty: 4428.276855
	Iteration 18Q: 3 clusters Score -984282.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -984423.437500 Penalty: 4428.276855
	Iteration 19Q: 3 clusters Score -984423.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -984571.875000 Penalty: 4428.276855
	Iteration 20F: 3 clusters Score -984571.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -984730.312500 Penalty: 4428.276855
	Iteration 21Q: 3 clusters Score -984730.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -984873.750000 Penalty: 4428.276855
	Iteration 22Q: 3 clusters Score -984873.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -985020.750000 Penalty: 4428.276855
	Iteration 23Q: 3 clusters Score -985020.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -985128.562500 Penalty: 4428.276855
	Iteration 24Q: 3 clusters Score -985128.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -985214.687500 Penalty: 4428.276855
	Iteration 25Q: 3 clusters Score -985214.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -985294.375000 Penalty: 4428.276855
	Iteration 26Q: 3 clusters Score -985294.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -985361.312500 Penalty: 4428.276855
	Iteration 27Q: 3 clusters Score -985361.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -985395.000000 Penalty: 4428.276855
	Iteration 28Q: 3 clusters Score -985395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -985420.812500 Penalty: 4428.276855
	Iteration 29Q: 3 clusters Score -985420.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -985448.562500 Penalty: 4428.276855
	Iteration 30Q: 3 clusters Score -985448.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -985467.312500 Penalty: 4428.276855
	Iteration 31Q: 3 clusters Score -985467.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -985481.187500 Penalty: 4428.276855
	Iteration 32Q: 3 clusters Score -985481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -985484.750000 Penalty: 4428.276855
	Iteration 33Q: 3 clusters Score -985484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -985489.750000 Penalty: 4428.276855
	Iteration 34Q: 3 clusters Score -985489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -985493.000000 Penalty: 4428.276855
	Iteration 35Q: 3 clusters Score -985493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -985497.062500 Penalty: 4428.276855
	Iteration 36Q: 3 clusters Score -985497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -985497.062500 Penalty: 4428.276855
	Iteration 37F: 3 clusters Score -985497.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -145953.000000 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -145953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -143878.312500 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -143878.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144240.484375 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -144240.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -144349.546875 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -144349.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144409.046875 Penalty: 3522.431396
	Iteration 3Q: 3 clusters Score -144409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -144453.953125 Penalty: 3522.431396
	Iteration 4Q: 3 clusters Score -144454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -144490.265625 Penalty: 3522.431396
	Iteration 5Q: 3 clusters Score -144490.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -144530.734375 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -144530.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144567.015625 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -144567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144592.890625 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -144592.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -144636.078125 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -144636.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -144678.515625 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -144678.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144717.937500 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -144717.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144780.296875 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -144780.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -144855.531250 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -144855.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -144975.890625 Penalty: 3522.431396
	Iteration 14Q: 3 clusters Score -144975.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145151.000000 Penalty: 3522.431396
	Iteration 15Q: 3 clusters Score -145151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145339.000000 Penalty: 3522.431396
	Iteration 16Q: 3 clusters Score -145339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -145556.296875 Penalty: 3522.431396
	Iteration 17Q: 3 clusters Score -145556.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -145856.343750 Penalty: 3522.431396
	Iteration 18Q: 3 clusters Score -145856.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -146220.468750 Penalty: 3522.431396
	Iteration 19Q: 3 clusters Score -146220.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -146312.890625 Penalty: 3522.431396
	Iteration 20F: 3 clusters Score -146312.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -146393.468750 Penalty: 3522.431396
	Iteration 21Q: 3 clusters Score -146393.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146454.515625 Penalty: 3522.431396
	Iteration 22Q: 3 clusters Score -146454.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -146488.281250 Penalty: 3522.431396
	Iteration 23Q: 3 clusters Score -146488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -146497.140625 Penalty: 3522.431396
	Iteration 24Q: 3 clusters Score -146497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -146508.734375 Penalty: 3522.431396
	Iteration 25Q: 3 clusters Score -146508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -146517.031250 Penalty: 3522.431396
	Iteration 26Q: 3 clusters Score -146517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -146526.921875 Penalty: 3522.431396
	Iteration 27Q: 3 clusters Score -146526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -146530.171875 Penalty: 3522.431396
	Iteration 28Q: 3 clusters Score -146530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -146532.515625 Penalty: 3522.431396
	Iteration 29Q: 3 clusters Score -146532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -146537.281250 Penalty: 3522.431396
	Iteration 30Q: 3 clusters Score -146537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -146540.640625 Penalty: 3522.431396
	Iteration 31Q: 3 clusters Score -146540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -146544.203125 Penalty: 3522.431396
	Iteration 32Q: 3 clusters Score -146544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -146545.515625 Penalty: 3522.431396
	Iteration 33Q: 3 clusters Score -146545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -146547.468750 Penalty: 3522.431396
	Iteration 34Q: 3 clusters Score -146547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -146547.859375 Penalty: 3522.431396
	Iteration 35Q: 3 clusters Score -146547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -146547.859375 Penalty: 3522.431396
	Iteration 36F: 3 clusters Score -146547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 6 contains 18685 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 19969 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42117 members 
Mstep: Class 14 contains 29917 members 
Mstep: Class 15 contains 149971 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 3843 members 
Entering Unmasked Estep 
Score: -42897244.000000 Penalty: 56804.683594
Splitting cluster 5 changes total score from -42897932.000000 to -42897244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (18685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Entering Unmasked Estep 
Score: -2315517.250000 Penalty: 2439.197998
	Iteration 0F: 2 clusters Score -2315517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2302265.750000 Penalty: 4878.395996
	Iteration 0F: 3 clusters Score -2302266 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2306661.750000 Penalty: 4878.395996
	Iteration 1F: 3 clusters Score -2306662 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2307103.250000 Penalty: 4878.395996
	Iteration 2F: 3 clusters Score -2307103 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2307502.250000 Penalty: 4878.395996
	Iteration 3Q: 3 clusters Score -2307502 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2307962.750000 Penalty: 4878.395996
	Iteration 4Q: 3 clusters Score -2307963 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2308480.000000 Penalty: 4878.395996
	Iteration 5Q: 3 clusters Score -2308480 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2308885.500000 Penalty: 4878.395996
	Iteration 6Q: 3 clusters Score -2308886 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2309263.750000 Penalty: 4878.395996
	Iteration 7Q: 3 clusters Score -2309264 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2309590.500000 Penalty: 4878.395996
	Iteration 8Q: 3 clusters Score -2309590 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2309935.000000 Penalty: 4878.395996
	Iteration 9Q: 3 clusters Score -2309935 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2310270.750000 Penalty: 4878.395996
	Iteration 10Q: 3 clusters Score -2310271 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2310617.750000 Penalty: 4878.395996
	Iteration 11Q: 3 clusters Score -2310618 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2310927.000000 Penalty: 4878.395996
	Iteration 12Q: 3 clusters Score -2310927 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2311234.250000 Penalty: 4878.395996
	Iteration 13Q: 3 clusters Score -2311234 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2311477.000000 Penalty: 4878.395996
	Iteration 14Q: 3 clusters Score -2311477 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2311663.750000 Penalty: 4878.395996
	Iteration 15Q: 3 clusters Score -2311664 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2311832.750000 Penalty: 4878.395996
	Iteration 16Q: 3 clusters Score -2311833 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2311958.250000 Penalty: 4878.395996
	Iteration 17Q: 3 clusters Score -2311958 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2312067.500000 Penalty: 4878.395996
	Iteration 18Q: 3 clusters Score -2312068 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2312129.000000 Penalty: 4878.395996
	Iteration 19Q: 3 clusters Score -2312129 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2312198.500000 Penalty: 4878.395996
	Iteration 20F: 3 clusters Score -2312198 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2312271.500000 Penalty: 4878.395996
	Iteration 21Q: 3 clusters Score -2312272 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2312351.750000 Penalty: 4878.395996
	Iteration 22Q: 3 clusters Score -2312352 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2312443.250000 Penalty: 4878.395996
	Iteration 23Q: 3 clusters Score -2312443 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2312529.000000 Penalty: 4878.395996
	Iteration 24Q: 3 clusters Score -2312529 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2312643.250000 Penalty: 4878.395996
	Iteration 25Q: 3 clusters Score -2312643 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2312793.250000 Penalty: 4878.395996
	Iteration 26Q: 3 clusters Score -2312793 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2312934.250000 Penalty: 4878.395996
	Iteration 27Q: 3 clusters Score -2312934 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2313061.500000 Penalty: 4878.395996
	Iteration 28Q: 3 clusters Score -2313062 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2313168.000000 Penalty: 4878.395996
	Iteration 29Q: 3 clusters Score -2313168 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2313259.250000 Penalty: 4878.395996
	Iteration 30Q: 3 clusters Score -2313259 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2313329.750000 Penalty: 4878.395996
	Iteration 31Q: 3 clusters Score -2313330 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2313374.000000 Penalty: 4878.395996
	Iteration 32Q: 3 clusters Score -2313374 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2313416.750000 Penalty: 4878.395996
	Iteration 33Q: 3 clusters Score -2313417 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2313450.250000 Penalty: 4878.395996
	Iteration 34Q: 3 clusters Score -2313450 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2313485.750000 Penalty: 4878.395996
	Iteration 35Q: 3 clusters Score -2313486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2313514.000000 Penalty: 4878.395996
	Iteration 36Q: 3 clusters Score -2313514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2313531.250000 Penalty: 4878.395996
	Iteration 37Q: 3 clusters Score -2313531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2313550.750000 Penalty: 4878.395996
	Iteration 38Q: 3 clusters Score -2313551 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2313573.500000 Penalty: 4878.395996
	Iteration 39Q: 3 clusters Score -2313574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2313601.000000 Penalty: 4878.395996
	Iteration 40F: 3 clusters Score -2313601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2313626.250000 Penalty: 4878.395996
	Iteration 41Q: 3 clusters Score -2313626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2313633.500000 Penalty: 4878.395996
	Iteration 42Q: 3 clusters Score -2313634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2313653.500000 Penalty: 4878.395996
	Iteration 43Q: 3 clusters Score -2313654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2313670.250000 Penalty: 4878.395996
	Iteration 44Q: 3 clusters Score -2313670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2313680.250000 Penalty: 4878.395996
	Iteration 45Q: 3 clusters Score -2313680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2313692.500000 Penalty: 4878.395996
	Iteration 46Q: 3 clusters Score -2313692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2313700.750000 Penalty: 4878.395996
	Iteration 47Q: 3 clusters Score -2313701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2313711.500000 Penalty: 4878.395996
	Iteration 48Q: 3 clusters Score -2313712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2313718.750000 Penalty: 4878.395996
	Iteration 49Q: 3 clusters Score -2313719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2313730.500000 Penalty: 4878.395996
	Iteration 50Q: 3 clusters Score -2313730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2313744.750000 Penalty: 4878.395996
	Iteration 51Q: 3 clusters Score -2313745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2313754.000000 Penalty: 4878.395996
	Iteration 52Q: 3 clusters Score -2313754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2313756.250000 Penalty: 4878.395996
	Iteration 53Q: 3 clusters Score -2313756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2313753.500000 Penalty: 4878.395996
	Iteration 54Q: 3 clusters Score -2313754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2313761.500000 Penalty: 4878.395996
	Iteration 55Q: 3 clusters Score -2313762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2313765.500000 Penalty: 4878.395996
	Iteration 56Q: 3 clusters Score -2313766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2313770.500000 Penalty: 4878.395996
	Iteration 57Q: 3 clusters Score -2313770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2313771.000000 Penalty: 4878.395996
	Iteration 58Q: 3 clusters Score -2313771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2313774.750000 Penalty: 4878.395996
	Iteration 59Q: 3 clusters Score -2313775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2313781.250000 Penalty: 4878.395996
	Iteration 60F: 3 clusters Score -2313781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2313782.250000 Penalty: 4878.395996
	Iteration 61Q: 3 clusters Score -2313782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2313786.000000 Penalty: 4878.395996
	Iteration 62Q: 3 clusters Score -2313786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2313792.500000 Penalty: 4878.395996
	Iteration 63Q: 3 clusters Score -2313792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2313795.500000 Penalty: 4878.395996
	Iteration 64Q: 3 clusters Score -2313796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2313799.750000 Penalty: 4878.395996
	Iteration 65Q: 3 clusters Score -2313800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2313801.000000 Penalty: 4878.395996
	Iteration 66Q: 3 clusters Score -2313801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2313801.500000 Penalty: 4878.395996
	Iteration 67Q: 3 clusters Score -2313802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2313801.500000 Penalty: 4878.395996
	Iteration 68Q: 3 clusters Score -2313802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2313804.000000 Penalty: 4878.395996
	Iteration 69Q: 3 clusters Score -2313804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2313804.750000 Penalty: 4878.395996
	Iteration 70Q: 3 clusters Score -2313805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2313809.750000 Penalty: 4878.395996
	Iteration 71Q: 3 clusters Score -2313810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2313812.000000 Penalty: 4878.395996
	Iteration 72Q: 3 clusters Score -2313812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2313819.250000 Penalty: 4878.395996
	Iteration 73Q: 3 clusters Score -2313819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2313824.500000 Penalty: 4878.395996
	Iteration 74Q: 3 clusters Score -2313824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2313830.000000 Penalty: 4878.395996
	Iteration 75Q: 3 clusters Score -2313830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2313840.250000 Penalty: 4878.395996
	Iteration 76Q: 3 clusters Score -2313840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2313839.250000 Penalty: 4878.395996
	Iteration 77Q: 3 clusters Score -2313839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2313847.750000 Penalty: 4878.395996
	Iteration 78Q: 3 clusters Score -2313848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2313856.000000 Penalty: 4878.395996
	Iteration 79Q: 3 clusters Score -2313856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2313858.250000 Penalty: 4878.395996
	Iteration 80F: 3 clusters Score -2313858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2313871.500000 Penalty: 4878.395996
	Iteration 81Q: 3 clusters Score -2313872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2313874.500000 Penalty: 4878.395996
	Iteration 82Q: 3 clusters Score -2313874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2313875.000000 Penalty: 4878.395996
	Iteration 83Q: 3 clusters Score -2313875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2313877.000000 Penalty: 4878.395996
	Iteration 84Q: 3 clusters Score -2313877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2313874.500000 Penalty: 4878.395996
	Iteration 85Q: 3 clusters Score -2313874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2313880.250000 Penalty: 4878.395996
	Iteration 86Q: 3 clusters Score -2313880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2313878.500000 Penalty: 4878.395996
	Iteration 87Q: 3 clusters Score -2313878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2313880.500000 Penalty: 4878.395996
	Iteration 88Q: 3 clusters Score -2313880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2313882.750000 Penalty: 4878.395996
	Iteration 89Q: 3 clusters Score -2313883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2313884.500000 Penalty: 4878.395996
	Iteration 90Q: 3 clusters Score -2313884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2313881.750000 Penalty: 4878.395996
	Iteration 91Q: 3 clusters Score -2313882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2313881.750000 Penalty: 4878.395996
	Iteration 92F: 3 clusters Score -2313882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -165780.765625 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -165780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -163747.453125 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -163747.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -164537.187500 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -164537.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -164956.312500 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -164956.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -165317.921875 Penalty: 3607.798096
	Iteration 3F: 3 clusters Score -165317.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -165659.875000 Penalty: 3607.798096
	Iteration 4F: 3 clusters Score -165659.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -165959.578125 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -165959.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -166343.625000 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -166343.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166490.546875 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -166490.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -166632.609375 Penalty: 3607.798096
	Iteration 8F: 3 clusters Score -166632.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -166764.578125 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -166764.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -166952.031250 Penalty: 3607.798096
	Iteration 10F: 3 clusters Score -166952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -167132.781250 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -167132.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -167309.531250 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -167309.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -167433.843750 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -167433.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -167542.703125 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -167542.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -167588.875000 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -167588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -167588.875000 Penalty: 3607.798096
	Iteration 16F: 3 clusters Score -167588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18685 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 562 members 
Mstep: Class 9 contains 19969 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42117 members 
Mstep: Class 14 contains 29917 members 
Mstep: Class 15 contains 149971 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 3843 members 
Entering Unmasked Estep 
Score: -42898436.000000 Penalty: 56804.683594
Splitting cluster 8 changes total score from -42897932.000000 to -42898436.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 9 (19969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Entering Unmasked Estep 
Score: -2612165.250000 Penalty: 2455.680176
	Iteration 0F: 2 clusters Score -2612165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2598132.250000 Penalty: 4911.360352
	Iteration 0F: 3 clusters Score -2598132 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2602708.000000 Penalty: 4911.360352
	Iteration 1F: 3 clusters Score -2602708 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2603109.000000 Penalty: 4911.360352
	Iteration 2F: 3 clusters Score -2603109 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2603435.000000 Penalty: 4911.360352
	Iteration 3Q: 3 clusters Score -2603435 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2603778.250000 Penalty: 4911.360352
	Iteration 4Q: 3 clusters Score -2603778 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2604082.750000 Penalty: 4911.360352
	Iteration 5Q: 3 clusters Score -2604083 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2604447.750000 Penalty: 4911.360352
	Iteration 6Q: 3 clusters Score -2604448 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2604892.500000 Penalty: 4911.360352
	Iteration 7Q: 3 clusters Score -2604892 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2605438.500000 Penalty: 4911.360352
	Iteration 8Q: 3 clusters Score -2605438 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2606138.500000 Penalty: 4911.360352
	Iteration 9F: 3 clusters Score -2606138 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2606980.500000 Penalty: 4911.360352
	Iteration 10F: 3 clusters Score -2606980 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2607820.750000 Penalty: 4911.360352
	Iteration 11F: 3 clusters Score -2607821 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2608534.000000 Penalty: 4911.360352
	Iteration 12Q: 3 clusters Score -2608534 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2609088.750000 Penalty: 4911.360352
	Iteration 13Q: 3 clusters Score -2609089 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2609463.250000 Penalty: 4911.360352
	Iteration 14Q: 3 clusters Score -2609463 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2609688.250000 Penalty: 4911.360352
	Iteration 15Q: 3 clusters Score -2609688 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2609810.250000 Penalty: 4911.360352
	Iteration 16Q: 3 clusters Score -2609810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2609869.250000 Penalty: 4911.360352
	Iteration 17Q: 3 clusters Score -2609869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2609915.750000 Penalty: 4911.360352
	Iteration 18Q: 3 clusters Score -2609916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2609948.750000 Penalty: 4911.360352
	Iteration 19Q: 3 clusters Score -2609949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2609973.750000 Penalty: 4911.360352
	Iteration 20F: 3 clusters Score -2609974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2609999.500000 Penalty: 4911.360352
	Iteration 21Q: 3 clusters Score -2610000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2610016.000000 Penalty: 4911.360352
	Iteration 22Q: 3 clusters Score -2610016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2610046.000000 Penalty: 4911.360352
	Iteration 23Q: 3 clusters Score -2610046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2610060.500000 Penalty: 4911.360352
	Iteration 24Q: 3 clusters Score -2610060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2610065.750000 Penalty: 4911.360352
	Iteration 25Q: 3 clusters Score -2610066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2610074.250000 Penalty: 4911.360352
	Iteration 26Q: 3 clusters Score -2610074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2610076.500000 Penalty: 4911.360352
	Iteration 27Q: 3 clusters Score -2610076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2610079.750000 Penalty: 4911.360352
	Iteration 28Q: 3 clusters Score -2610080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2610080.250000 Penalty: 4911.360352
	Iteration 29Q: 3 clusters Score -2610080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2610080.250000 Penalty: 4911.360352
	Iteration 30Q: 3 clusters Score -2610080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2610080.250000 Penalty: 4911.360352
	Iteration 31F: 3 clusters Score -2610080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Entering Unmasked Estep 
Score: -1914538.250000 Penalty: 2380.181396
	Iteration 0F: 2 clusters Score -1914538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1903891.750000 Penalty: 4760.362793
	Iteration 0F: 3 clusters Score -1903892 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1907297.875000 Penalty: 4760.362793
	Iteration 1F: 3 clusters Score -1907298 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1907671.000000 Penalty: 4760.362793
	Iteration 2F: 3 clusters Score -1907671 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1907977.875000 Penalty: 4760.362793
	Iteration 3Q: 3 clusters Score -1907978 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1908269.500000 Penalty: 4760.362793
	Iteration 4Q: 3 clusters Score -1908270 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1908561.250000 Penalty: 4760.362793
	Iteration 5Q: 3 clusters Score -1908561 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1908896.500000 Penalty: 4760.362793
	Iteration 6Q: 3 clusters Score -1908896 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1909312.375000 Penalty: 4760.362793
	Iteration 7Q: 3 clusters Score -1909312 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1909790.125000 Penalty: 4760.362793
	Iteration 8Q: 3 clusters Score -1909790 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1910308.625000 Penalty: 4760.362793
	Iteration 9Q: 3 clusters Score -1910309 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1910898.000000 Penalty: 4760.362793
	Iteration 10Q: 3 clusters Score -1910898 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1911393.375000 Penalty: 4760.362793
	Iteration 11Q: 3 clusters Score -1911393 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1911712.500000 Penalty: 4760.362793
	Iteration 12Q: 3 clusters Score -1911712 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1911933.750000 Penalty: 4760.362793
	Iteration 13Q: 3 clusters Score -1911934 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1912089.125000 Penalty: 4760.362793
	Iteration 14Q: 3 clusters Score -1912089 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1912188.000000 Penalty: 4760.362793
	Iteration 15Q: 3 clusters Score -1912188 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1912256.375000 Penalty: 4760.362793
	Iteration 16Q: 3 clusters Score -1912256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1912309.375000 Penalty: 4760.362793
	Iteration 17Q: 3 clusters Score -1912309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1912345.875000 Penalty: 4760.362793
	Iteration 18Q: 3 clusters Score -1912346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1912378.500000 Penalty: 4760.362793
	Iteration 19Q: 3 clusters Score -1912378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1912410.250000 Penalty: 4760.362793
	Iteration 20F: 3 clusters Score -1912410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1912428.625000 Penalty: 4760.362793
	Iteration 21Q: 3 clusters Score -1912429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1912453.000000 Penalty: 4760.362793
	Iteration 22Q: 3 clusters Score -1912453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1912467.250000 Penalty: 4760.362793
	Iteration 23Q: 3 clusters Score -1912467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1912479.000000 Penalty: 4760.362793
	Iteration 24Q: 3 clusters Score -1912479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1912491.375000 Penalty: 4760.362793
	Iteration 25Q: 3 clusters Score -1912491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1912504.750000 Penalty: 4760.362793
	Iteration 26Q: 3 clusters Score -1912505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1912515.625000 Penalty: 4760.362793
	Iteration 27Q: 3 clusters Score -1912516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1912528.875000 Penalty: 4760.362793
	Iteration 28Q: 3 clusters Score -1912529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1912535.000000 Penalty: 4760.362793
	Iteration 29Q: 3 clusters Score -1912535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1912539.125000 Penalty: 4760.362793
	Iteration 30Q: 3 clusters Score -1912539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1912541.125000 Penalty: 4760.362793
	Iteration 31Q: 3 clusters Score -1912541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1912543.625000 Penalty: 4760.362793
	Iteration 32Q: 3 clusters Score -1912544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1912543.625000 Penalty: 4760.362793
	Iteration 33F: 3 clusters Score -1912544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28142.039062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28142.04 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 127 members 
Entering Unmasked Estep 
Score: -27010.166016 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -27010.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27170.093750 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27170.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27282.376953 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -27282.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27334.664062 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27334.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27384.072266 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -27384.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27387.287109 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -27387.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27387.287109 Penalty: 2767.546143
	Iteration 6F: 3 clusters Score -27387.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Entering Unmasked Estep 
Score: -5486030.500000 Penalty: 2640.755371
	Iteration 0F: 2 clusters Score -5486030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -5457631.000000 Penalty: 5281.510742
	Iteration 0F: 3 clusters Score -5457631 nChanged 19258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5468095.000000 Penalty: 5281.510742
	Iteration 1F: 3 clusters Score -5468095 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -5468585.000000 Penalty: 5281.510742
	Iteration 2Q: 3 clusters Score -5468585 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -5469074.500000 Penalty: 5281.510742
	Iteration 3Q: 3 clusters Score -5469074 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -5469613.000000 Penalty: 5281.510742
	Iteration 4Q: 3 clusters Score -5469613 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -5470200.000000 Penalty: 5281.510742
	Iteration 5Q: 3 clusters Score -5470200 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -5470870.500000 Penalty: 5281.510742
	Iteration 6Q: 3 clusters Score -5470870 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5471851.000000 Penalty: 5281.510742
	Iteration 7Q: 3 clusters Score -5471851 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -5473093.000000 Penalty: 5281.510742
	Iteration 8F: 3 clusters Score -5473093 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -5474828.500000 Penalty: 5281.510742
	Iteration 9F: 3 clusters Score -5474828 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -5476805.000000 Penalty: 5281.510742
	Iteration 10F: 3 clusters Score -5476805 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -5478897.000000 Penalty: 5281.510742
	Iteration 11F: 3 clusters Score -5478897 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5480688.000000 Penalty: 5281.510742
	Iteration 12Q: 3 clusters Score -5480688 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5481980.500000 Penalty: 5281.510742
	Iteration 13Q: 3 clusters Score -5481980 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5482723.000000 Penalty: 5281.510742
	Iteration 14Q: 3 clusters Score -5482723 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5483112.000000 Penalty: 5281.510742
	Iteration 15Q: 3 clusters Score -5483112 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5483372.500000 Penalty: 5281.510742
	Iteration 16Q: 3 clusters Score -5483372 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5483492.500000 Penalty: 5281.510742
	Iteration 17Q: 3 clusters Score -5483492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5483582.500000 Penalty: 5281.510742
	Iteration 18Q: 3 clusters Score -5483582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5483628.500000 Penalty: 5281.510742
	Iteration 19Q: 3 clusters Score -5483628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5483668.500000 Penalty: 5281.510742
	Iteration 20F: 3 clusters Score -5483668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5483680.500000 Penalty: 5281.510742
	Iteration 21Q: 3 clusters Score -5483680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5483697.000000 Penalty: 5281.510742
	Iteration 22Q: 3 clusters Score -5483697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5483706.000000 Penalty: 5281.510742
	Iteration 23Q: 3 clusters Score -5483706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5483710.000000 Penalty: 5281.510742
	Iteration 24Q: 3 clusters Score -5483710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5483715.500000 Penalty: 5281.510742
	Iteration 25Q: 3 clusters Score -5483716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5483713.500000 Penalty: 5281.510742
	Iteration 26Q: 3 clusters Score -5483714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5483717.500000 Penalty: 5281.510742
	Iteration 27Q: 3 clusters Score -5483718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5483717.000000 Penalty: 5281.510742
	Iteration 28Q: 3 clusters Score -5483717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5483720.000000 Penalty: 5281.510742
	Iteration 29Q: 3 clusters Score -5483720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5483720.000000 Penalty: 5281.510742
	Iteration 30F: 3 clusters Score -5483720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Entering Unmasked Estep 
Score: -3856330.500000 Penalty: 2555.933105
	Iteration 0F: 2 clusters Score -3856330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3835834.000000 Penalty: 5111.866211
	Iteration 0F: 3 clusters Score -3835834 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3843494.000000 Penalty: 5111.866211
	Iteration 1F: 3 clusters Score -3843494 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3844475.500000 Penalty: 5111.866211
	Iteration 2F: 3 clusters Score -3844476 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3845845.500000 Penalty: 5111.866211
	Iteration 3F: 3 clusters Score -3845846 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3847480.250000 Penalty: 5111.866211
	Iteration 4F: 3 clusters Score -3847480 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3849064.250000 Penalty: 5111.866211
	Iteration 5F: 3 clusters Score -3849064 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3850440.000000 Penalty: 5111.866211
	Iteration 6F: 3 clusters Score -3850440 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3851640.000000 Penalty: 5111.866211
	Iteration 7F: 3 clusters Score -3851640 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3852663.250000 Penalty: 5111.866211
	Iteration 8Q: 3 clusters Score -3852663 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3853473.250000 Penalty: 5111.866211
	Iteration 9Q: 3 clusters Score -3853473 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3854027.250000 Penalty: 5111.866211
	Iteration 10Q: 3 clusters Score -3854027 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3854361.750000 Penalty: 5111.866211
	Iteration 11Q: 3 clusters Score -3854362 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3854597.500000 Penalty: 5111.866211
	Iteration 12Q: 3 clusters Score -3854598 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3854780.750000 Penalty: 5111.866211
	Iteration 13Q: 3 clusters Score -3854781 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3854877.500000 Penalty: 5111.866211
	Iteration 14Q: 3 clusters Score -3854878 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3855007.250000 Penalty: 5111.866211
	Iteration 15Q: 3 clusters Score -3855007 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3855190.750000 Penalty: 5111.866211
	Iteration 16Q: 3 clusters Score -3855191 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3855509.000000 Penalty: 5111.866211
	Iteration 17Q: 3 clusters Score -3855509 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3856062.500000 Penalty: 5111.866211
	Iteration 18Q: 3 clusters Score -3856062 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3856774.250000 Penalty: 5111.866211
	Iteration 19Q: 3 clusters Score -3856774 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3857304.750000 Penalty: 5111.866211
	Iteration 20F: 3 clusters Score -3857305 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3857600.500000 Penalty: 5111.866211
	Iteration 21Q: 3 clusters Score -3857600 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3857789.000000 Penalty: 5111.866211
	Iteration 22Q: 3 clusters Score -3857789 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3857934.500000 Penalty: 5111.866211
	Iteration 23Q: 3 clusters Score -3857934 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3858026.750000 Penalty: 5111.866211
	Iteration 24Q: 3 clusters Score -3858027 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3858119.000000 Penalty: 5111.866211
	Iteration 25Q: 3 clusters Score -3858119 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3858218.250000 Penalty: 5111.866211
	Iteration 26Q: 3 clusters Score -3858218 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3858266.000000 Penalty: 5111.866211
	Iteration 27Q: 3 clusters Score -3858266 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3858320.500000 Penalty: 5111.866211
	Iteration 28Q: 3 clusters Score -3858320 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3858353.000000 Penalty: 5111.866211
	Iteration 29Q: 3 clusters Score -3858353 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3858363.500000 Penalty: 5111.866211
	Iteration 30Q: 3 clusters Score -3858364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3858359.000000 Penalty: 5111.866211
	Iteration 31Q: 3 clusters Score -3858359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3858365.000000 Penalty: 5111.866211
	Iteration 32Q: 3 clusters Score -3858365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3858372.500000 Penalty: 5111.866211
	Iteration 33Q: 3 clusters Score -3858372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3858368.250000 Penalty: 5111.866211
	Iteration 34Q: 3 clusters Score -3858368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3858370.000000 Penalty: 5111.866211
	Iteration 35Q: 3 clusters Score -3858370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3858369.500000 Penalty: 5111.866211
	Iteration 36Q: 3 clusters Score -3858370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3858364.750000 Penalty: 5111.866211
	Iteration 37Q: 3 clusters Score -3858365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3858363.750000 Penalty: 5111.866211
	Iteration 38Q: 3 clusters Score -3858364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3858363.750000 Penalty: 5111.866211
	Iteration 39F: 3 clusters Score -3858364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18685 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 562 members 
Mstep: Class 9 contains 19969 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42117 members 
Mstep: Class 13 contains 20175 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 149971 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 3843 members 
Entering Unmasked Estep 
Score: -42899932.000000 Penalty: 59960.500000
Splitting cluster 14 changes total score from -42897932.000000 to -42899932.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 15 (149971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149971 members 
Entering Unmasked Estep 
Score: -19657812.000000 Penalty: 2955.712891
	Iteration 0F: 2 clusters Score -1.965781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74825 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -19558884.000000 Penalty: 5911.425781
	Iteration 0F: 3 clusters Score -1.955888e+07 nChanged 71705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -19599954.000000 Penalty: 5911.425781
	Iteration 1F: 3 clusters Score -1.959995e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -19600822.000000 Penalty: 5911.425781
	Iteration 2Q: 3 clusters Score -1.960082e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -19602088.000000 Penalty: 5911.425781
	Iteration 3Q: 3 clusters Score -1.960209e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -19603986.000000 Penalty: 5911.425781
	Iteration 4Q: 3 clusters Score -1.960399e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -19607380.000000 Penalty: 5911.425781
	Iteration 5Q: 3 clusters Score -1.960738e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 100315 members 
Entering Unmasked Estep 
Score: -19612680.000000 Penalty: 5911.425781
	Iteration 6F: 3 clusters Score -1.961268e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
Score: -19620790.000000 Penalty: 5911.425781
	Iteration 7F: 3 clusters Score -1.962079e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 121268 members 
Entering Unmasked Estep 
Score: -19630310.000000 Penalty: 5911.425781
	Iteration 8F: 3 clusters Score -1.963031e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -19639054.000000 Penalty: 5911.425781
	Iteration 9F: 3 clusters Score -1.963905e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 137821 members 
Entering Unmasked Estep 
Score: -19645644.000000 Penalty: 5911.425781
	Iteration 10Q: 3 clusters Score -1.964564e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 142502 members 
Entering Unmasked Estep 
Score: -19649984.000000 Penalty: 5911.425781
	Iteration 11Q: 3 clusters Score -1.964998e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 145388 members 
Entering Unmasked Estep 
Score: -19652426.000000 Penalty: 5911.425781
	Iteration 12Q: 3 clusters Score -1.965243e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 147099 members 
Entering Unmasked Estep 
Score: -19653860.000000 Penalty: 5911.425781
	Iteration 13Q: 3 clusters Score -1.965386e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 148032 members 
Entering Unmasked Estep 
Score: -19654508.000000 Penalty: 5911.425781
	Iteration 14Q: 3 clusters Score -1.965451e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 148569 members 
Entering Unmasked Estep 
Score: -19654846.000000 Penalty: 5911.425781
	Iteration 15Q: 3 clusters Score -1.965485e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 148857 members 
Entering Unmasked Estep 
Score: -19655054.000000 Penalty: 5911.425781
	Iteration 16Q: 3 clusters Score -1.965505e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 149003 members 
Entering Unmasked Estep 
Score: -19655168.000000 Penalty: 5911.425781
	Iteration 17Q: 3 clusters Score -1.965517e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -19655212.000000 Penalty: 5911.425781
	Iteration 18Q: 3 clusters Score -1.965521e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 149175 members 
Entering Unmasked Estep 
Score: -19655282.000000 Penalty: 5911.425781
	Iteration 19Q: 3 clusters Score -1.965528e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 149230 members 
Entering Unmasked Estep 
Score: -19655286.000000 Penalty: 5911.425781
	Iteration 20F: 3 clusters Score -1.965529e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 149266 members 
Entering Unmasked Estep 
Score: -19655338.000000 Penalty: 5911.425781
	Iteration 21Q: 3 clusters Score -1.965534e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 149298 members 
Entering Unmasked Estep 
Score: -19655366.000000 Penalty: 5911.425781
	Iteration 22Q: 3 clusters Score -1.965537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -19655386.000000 Penalty: 5911.425781
	Iteration 23Q: 3 clusters Score -1.965539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 149338 members 
Entering Unmasked Estep 
Score: -19655388.000000 Penalty: 5911.425781
	Iteration 24Q: 3 clusters Score -1.965539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 149357 members 
Entering Unmasked Estep 
Score: -19655380.000000 Penalty: 5911.425781
	Iteration 25Q: 3 clusters Score -1.965538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 149370 members 
Entering Unmasked Estep 
Score: -19655402.000000 Penalty: 5911.425781
	Iteration 26Q: 3 clusters Score -1.96554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 149383 members 
Entering Unmasked Estep 
Score: -19655414.000000 Penalty: 5911.425781
	Iteration 27Q: 3 clusters Score -1.965541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 149388 members 
Entering Unmasked Estep 
Score: -19655394.000000 Penalty: 5911.425781
	Iteration 28Q: 3 clusters Score -1.965539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 149392 members 
Entering Unmasked Estep 
Score: -19655394.000000 Penalty: 5911.425781
	Iteration 29Q: 3 clusters Score -1.965539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 149396 members 
Entering Unmasked Estep 
Score: -19655382.000000 Penalty: 5911.425781
	Iteration 30Q: 3 clusters Score -1.965538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -19655382.000000 Penalty: 5911.425781
	Iteration 31Q: 3 clusters Score -1.965538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -19655382.000000 Penalty: 5911.425781
	Iteration 32F: 3 clusters Score -1.965538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -486339.093750 Penalty: 2044.659912
	Iteration 0F: 2 clusters Score -486339.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -482515.343750 Penalty: 4089.319824
	Iteration 0F: 3 clusters Score -482515.3 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -483347.468750 Penalty: 4089.319824
	Iteration 1F: 3 clusters Score -483347.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -483529.593750 Penalty: 4089.319824
	Iteration 2F: 3 clusters Score -483529.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -483638.562500 Penalty: 4089.319824
	Iteration 3Q: 3 clusters Score -483638.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -483706.781250 Penalty: 4089.319824
	Iteration 4Q: 3 clusters Score -483706.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -483769.937500 Penalty: 4089.319824
	Iteration 5Q: 3 clusters Score -483769.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -483814.968750 Penalty: 4089.319824
	Iteration 6Q: 3 clusters Score -483815 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -483851.968750 Penalty: 4089.319824
	Iteration 7Q: 3 clusters Score -483852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -483882.343750 Penalty: 4089.319824
	Iteration 8Q: 3 clusters Score -483882.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -483910.875000 Penalty: 4089.319824
	Iteration 9Q: 3 clusters Score -483910.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -483929.625000 Penalty: 4089.319824
	Iteration 10Q: 3 clusters Score -483929.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -483944.281250 Penalty: 4089.319824
	Iteration 11Q: 3 clusters Score -483944.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -483955.156250 Penalty: 4089.319824
	Iteration 12Q: 3 clusters Score -483955.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -483968.906250 Penalty: 4089.319824
	Iteration 13Q: 3 clusters Score -483968.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -483986.625000 Penalty: 4089.319824
	Iteration 14Q: 3 clusters Score -483986.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -484001.000000 Penalty: 4089.319824
	Iteration 15Q: 3 clusters Score -484001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -484012.218750 Penalty: 4089.319824
	Iteration 16Q: 3 clusters Score -484012.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -484022.500000 Penalty: 4089.319824
	Iteration 17Q: 3 clusters Score -484022.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -484029.281250 Penalty: 4089.319824
	Iteration 18Q: 3 clusters Score -484029.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -484035.437500 Penalty: 4089.319824
	Iteration 19Q: 3 clusters Score -484035.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -484040.875000 Penalty: 4089.319824
	Iteration 20F: 3 clusters Score -484040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -484042.781250 Penalty: 4089.319824
	Iteration 21Q: 3 clusters Score -484042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -484045.500000 Penalty: 4089.319824
	Iteration 22Q: 3 clusters Score -484045.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -484049.375000 Penalty: 4089.319824
	Iteration 23Q: 3 clusters Score -484049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -484049.906250 Penalty: 4089.319824
	Iteration 24Q: 3 clusters Score -484049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -484050.656250 Penalty: 4089.319824
	Iteration 25Q: 3 clusters Score -484050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -484052.031250 Penalty: 4089.319824
	Iteration 26Q: 3 clusters Score -484052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -484052.031250 Penalty: 4089.319824
	Iteration 27F: 3 clusters Score -484052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Entering Unmasked Estep 
Score: -1040852.625000 Penalty: 2230.123535
	Iteration 0F: 2 clusters Score -1040853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1034425.875000 Penalty: 4460.247070
	Iteration 0F: 3 clusters Score -1034426 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1036208.750000 Penalty: 4460.247070
	Iteration 1F: 3 clusters Score -1036209 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1036546.562500 Penalty: 4460.247070
	Iteration 2F: 3 clusters Score -1036547 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1036775.937500 Penalty: 4460.247070
	Iteration 3F: 3 clusters Score -1036776 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1036959.687500 Penalty: 4460.247070
	Iteration 4Q: 3 clusters Score -1036960 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1037121.125000 Penalty: 4460.247070
	Iteration 5Q: 3 clusters Score -1037121 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1037277.937500 Penalty: 4460.247070
	Iteration 6Q: 3 clusters Score -1037278 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1037430.812500 Penalty: 4460.247070
	Iteration 7Q: 3 clusters Score -1037431 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1037594.125000 Penalty: 4460.247070
	Iteration 8Q: 3 clusters Score -1037594 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1037797.500000 Penalty: 4460.247070
	Iteration 9Q: 3 clusters Score -1037798 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1037999.375000 Penalty: 4460.247070
	Iteration 10Q: 3 clusters Score -1037999 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1038205.750000 Penalty: 4460.247070
	Iteration 11Q: 3 clusters Score -1038206 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1038361.687500 Penalty: 4460.247070
	Iteration 12Q: 3 clusters Score -1038362 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1038483.062500 Penalty: 4460.247070
	Iteration 13Q: 3 clusters Score -1038483 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1038577.250000 Penalty: 4460.247070
	Iteration 14Q: 3 clusters Score -1038577 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1038651.000000 Penalty: 4460.247070
	Iteration 15Q: 3 clusters Score -1038651 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1038709.062500 Penalty: 4460.247070
	Iteration 16Q: 3 clusters Score -1038709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1038746.437500 Penalty: 4460.247070
	Iteration 17Q: 3 clusters Score -1038746 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1038785.750000 Penalty: 4460.247070
	Iteration 18Q: 3 clusters Score -1038786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1038819.625000 Penalty: 4460.247070
	Iteration 19Q: 3 clusters Score -1038820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1038839.750000 Penalty: 4460.247070
	Iteration 20F: 3 clusters Score -1038840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1038852.750000 Penalty: 4460.247070
	Iteration 21Q: 3 clusters Score -1038853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1038864.687500 Penalty: 4460.247070
	Iteration 22Q: 3 clusters Score -1038865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1038871.250000 Penalty: 4460.247070
	Iteration 23Q: 3 clusters Score -1038871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1038878.687500 Penalty: 4460.247070
	Iteration 24Q: 3 clusters Score -1038879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1038880.812500 Penalty: 4460.247070
	Iteration 25Q: 3 clusters Score -1038881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1038883.500000 Penalty: 4460.247070
	Iteration 26Q: 3 clusters Score -1038884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1038889.312500 Penalty: 4460.247070
	Iteration 27Q: 3 clusters Score -1038889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1038889.125000 Penalty: 4460.247070
	Iteration 28Q: 3 clusters Score -1038889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1038890.750000 Penalty: 4460.247070
	Iteration 29Q: 3 clusters Score -1038891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1038892.812500 Penalty: 4460.247070
	Iteration 30Q: 3 clusters Score -1038893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1038893.250000 Penalty: 4460.247070
	Iteration 31Q: 3 clusters Score -1038893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1038896.062500 Penalty: 4460.247070
	Iteration 32Q: 3 clusters Score -1038896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1038893.562500 Penalty: 4460.247070
	Iteration 33Q: 3 clusters Score -1038894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1038894.812500 Penalty: 4460.247070
	Iteration 34Q: 3 clusters Score -1038895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1038895.187500 Penalty: 4460.247070
	Iteration 35Q: 3 clusters Score -1038895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1038895.187500 Penalty: 4460.247070
	Iteration 36F: 3 clusters Score -1038895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -645667.312500 Penalty: 2124.741455
	Iteration 0F: 2 clusters Score -645667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -641013.000000 Penalty: 4249.482910
	Iteration 0F: 3 clusters Score -641013 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -642281.375000 Penalty: 4249.482910
	Iteration 1F: 3 clusters Score -642281.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -642669.750000 Penalty: 4249.482910
	Iteration 2F: 3 clusters Score -642669.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -642967.937500 Penalty: 4249.482910
	Iteration 3F: 3 clusters Score -642967.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -643214.312500 Penalty: 4249.482910
	Iteration 4F: 3 clusters Score -643214.3 nChanged 268
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: -643419.937500 Penalty: 4249.482910
	Iteration 5F: 3 clusters Score -643419.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -643592.500000 Penalty: 4249.482910
	Iteration 6Q: 3 clusters Score -643592.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -643755.250000 Penalty: 4249.482910
	Iteration 7Q: 3 clusters Score -643755.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -643898.062500 Penalty: 4249.482910
	Iteration 8Q: 3 clusters Score -643898.1 nChanged 176
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: -644025.625000 Penalty: 4249.482910
	Iteration 9Q: 3 clusters Score -644025.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -644123.937500 Penalty: 4249.482910
	Iteration 10Q: 3 clusters Score -644123.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -644214.312500 Penalty: 4249.482910
	Iteration 11Q: 3 clusters Score -644214.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -644291.187500 Penalty: 4249.482910
	Iteration 12Q: 3 clusters Score -644291.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -644368.000000 Penalty: 4249.482910
	Iteration 13Q: 3 clusters Score -644368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -644451.937500 Penalty: 4249.482910
	Iteration 14Q: 3 clusters Score -644451.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -644515.687500 Penalty: 4249.482910
	Iteration 15Q: 3 clusters Score -644515.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -644575.062500 Penalty: 4249.482910
	Iteration 16Q: 3 clusters Score -644575.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -644627.375000 Penalty: 4249.482910
	Iteration 17Q: 3 clusters Score -644627.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -644662.875000 Penalty: 4249.482910
	Iteration 18Q: 3 clusters Score -644662.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -644690.437500 Penalty: 4249.482910
	Iteration 19Q: 3 clusters Score -644690.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -644712.812500 Penalty: 4249.482910
	Iteration 20F: 3 clusters Score -644712.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -644726.500000 Penalty: 4249.482910
	Iteration 21Q: 3 clusters Score -644726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -644734.125000 Penalty: 4249.482910
	Iteration 22Q: 3 clusters Score -644734.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -644745.562500 Penalty: 4249.482910
	Iteration 23Q: 3 clusters Score -644745.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -644753.687500 Penalty: 4249.482910
	Iteration 24Q: 3 clusters Score -644753.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -644759.125000 Penalty: 4249.482910
	Iteration 25Q: 3 clusters Score -644759.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -644765.125000 Penalty: 4249.482910
	Iteration 26Q: 3 clusters Score -644765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -644768.500000 Penalty: 4249.482910
	Iteration 27Q: 3 clusters Score -644768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -644770.250000 Penalty: 4249.482910
	Iteration 28Q: 3 clusters Score -644770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -644774.625000 Penalty: 4249.482910
	Iteration 29Q: 3 clusters Score -644774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -644775.000000 Penalty: 4249.482910
	Iteration 30Q: 3 clusters Score -644775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -644776.375000 Penalty: 4249.482910
	Iteration 31Q: 3 clusters Score -644776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -644776.375000 Penalty: 4249.482910
	Iteration 32F: 3 clusters Score -644776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -500977.843750 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -500977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -497146.531250 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -497146.5 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -497994.031250 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -497994 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -498244.031250 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -498244 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -498388.843750 Penalty: 4093.988037
	Iteration 3F: 3 clusters Score -498388.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -498482.437500 Penalty: 4093.988037
	Iteration 4Q: 3 clusters Score -498482.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -498552.062500 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -498552.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -498601.062500 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -498601.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -498636.781250 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -498636.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -498660.000000 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -498660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -498683.281250 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -498683.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -498712.531250 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -498712.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -498750.062500 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -498750.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -498781.250000 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -498781.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -498809.468750 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -498809.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -498844.187500 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -498844.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -498883.593750 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -498883.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -498928.781250 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -498928.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -498975.781250 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -498975.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -499030.593750 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -499030.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -499080.718750 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -499080.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -499120.906250 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -499120.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -499154.125000 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -499154.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -499188.656250 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -499188.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -499225.375000 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -499225.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -499253.375000 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -499253.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -499271.406250 Penalty: 4093.988037
	Iteration 25Q: 3 clusters Score -499271.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -499293.500000 Penalty: 4093.988037
	Iteration 26Q: 3 clusters Score -499293.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -499308.968750 Penalty: 4093.988037
	Iteration 27Q: 3 clusters Score -499309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -499327.312500 Penalty: 4093.988037
	Iteration 28Q: 3 clusters Score -499327.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -499345.718750 Penalty: 4093.988037
	Iteration 29Q: 3 clusters Score -499345.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -499362.062500 Penalty: 4093.988037
	Iteration 30Q: 3 clusters Score -499362.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -499379.718750 Penalty: 4093.988037
	Iteration 31Q: 3 clusters Score -499379.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -499397.593750 Penalty: 4093.988037
	Iteration 32Q: 3 clusters Score -499397.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -499420.625000 Penalty: 4093.988037
	Iteration 33Q: 3 clusters Score -499420.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -499437.031250 Penalty: 4093.988037
	Iteration 34Q: 3 clusters Score -499437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -499451.968750 Penalty: 4093.988037
	Iteration 35Q: 3 clusters Score -499452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -499469.000000 Penalty: 4093.988037
	Iteration 36Q: 3 clusters Score -499469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -499486.718750 Penalty: 4093.988037
	Iteration 37Q: 3 clusters Score -499486.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -499497.468750 Penalty: 4093.988037
	Iteration 38Q: 3 clusters Score -499497.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -499511.750000 Penalty: 4093.988037
	Iteration 39Q: 3 clusters Score -499511.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -499521.406250 Penalty: 4093.988037
	Iteration 40F: 3 clusters Score -499521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -499524.687500 Penalty: 4093.988037
	Iteration 41Q: 3 clusters Score -499524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -499529.218750 Penalty: 4093.988037
	Iteration 42Q: 3 clusters Score -499529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -499531.562500 Penalty: 4093.988037
	Iteration 43Q: 3 clusters Score -499531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -499532.531250 Penalty: 4093.988037
	Iteration 44Q: 3 clusters Score -499532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -499533.593750 Penalty: 4093.988037
	Iteration 45Q: 3 clusters Score -499533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -499535.062500 Penalty: 4093.988037
	Iteration 46Q: 3 clusters Score -499535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -499536.625000 Penalty: 4093.988037
	Iteration 47Q: 3 clusters Score -499536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -499536.625000 Penalty: 4093.988037
	Iteration 48F: 3 clusters Score -499536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 18685 members 
Mstep: Class 8 contains 562 members 
Mstep: Class 9 contains 19969 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42117 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 149971 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900660.000000 Penalty: 59960.500000
Iteration 79Q: 20 clusters Score -4.290066e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 12949 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 7534 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18683 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 571 members 
Mstep: Class 9 contains 19993 members 
Mstep: Class 10 contains 14750 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42121 members 
Mstep: Class 13 contains 20487 members 
Mstep: Class 14 contains 9737 members 
Mstep: Class 15 contains 149506 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8090 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 3816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900976.000000 Penalty: 59960.500000
Iteration 80F: 20 clusters Score -4.290098e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 12948 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18714 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 578 members 
Mstep: Class 9 contains 20009 members 
Mstep: Class 10 contains 14785 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42129 members 
Mstep: Class 13 contains 20746 members 
Mstep: Class 14 contains 9787 members 
Mstep: Class 15 contains 149164 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8112 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901360.000000 Penalty: 59960.500000
Iteration 81Q: 20 clusters Score -4.290136e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 12948 members 
Mstep: Class 3 contains 8328 members 
Mstep: Class 4 contains 7518 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18740 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 20025 members 
Mstep: Class 10 contains 14804 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42132 members 
Mstep: Class 13 contains 20848 members 
Mstep: Class 14 contains 9837 members 
Mstep: Class 15 contains 148965 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8117 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901528.000000 Penalty: 59960.500000
Iteration 82Q: 20 clusters Score -4.290153e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 12944 members 
Mstep: Class 3 contains 8336 members 
Mstep: Class 4 contains 7515 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 20034 members 
Mstep: Class 10 contains 14835 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42142 members 
Mstep: Class 13 contains 20886 members 
Mstep: Class 14 contains 9880 members 
Mstep: Class 15 contains 148835 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8121 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901716.000000 Penalty: 59960.500000
Iteration 83Q: 20 clusters Score -4.290172e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 12943 members 
Mstep: Class 3 contains 8340 members 
Mstep: Class 4 contains 7514 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18765 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 581 members 
Mstep: Class 9 contains 20044 members 
Mstep: Class 10 contains 14860 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 20898 members 
Mstep: Class 14 contains 9911 members 
Mstep: Class 15 contains 148753 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 8127 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901740.000000 Penalty: 59960.500000
Iteration 84Q: 20 clusters Score -4.290174e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 12938 members 
Mstep: Class 3 contains 8338 members 
Mstep: Class 4 contains 7510 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18783 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 583 members 
Mstep: Class 9 contains 20048 members 
Mstep: Class 10 contains 14883 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42156 members 
Mstep: Class 13 contains 20885 members 
Mstep: Class 14 contains 9948 members 
Mstep: Class 15 contains 148705 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 8128 members 
Mstep: Class 18 contains 5252 members 
Mstep: Class 19 contains 3690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901824.000000 Penalty: 59960.500000
Iteration 85Q: 20 clusters Score -4.290182e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 12928 members 
Mstep: Class 3 contains 8338 members 
Mstep: Class 4 contains 7506 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18780 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 583 members 
Mstep: Class 9 contains 20055 members 
Mstep: Class 10 contains 14924 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42164 members 
Mstep: Class 13 contains 20879 members 
Mstep: Class 14 contains 9972 members 
Mstep: Class 15 contains 148674 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 8129 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901808.000000 Penalty: 59960.500000
Iteration 86Q: 20 clusters Score -4.290181e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 12922 members 
Mstep: Class 3 contains 8340 members 
Mstep: Class 4 contains 7507 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18785 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 583 members 
Mstep: Class 9 contains 20061 members 
Mstep: Class 10 contains 14976 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42168 members 
Mstep: Class 13 contains 20868 members 
Mstep: Class 14 contains 9988 members 
Mstep: Class 15 contains 148623 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 8128 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 19 contains 3643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901776.000000 Penalty: 59960.500000
Iteration 87Q: 20 clusters Score -4.290178e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12917 members 
Mstep: Class 3 contains 8338 members 
Mstep: Class 4 contains 7507 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18793 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 584 members 
Mstep: Class 9 contains 20063 members 
Mstep: Class 10 contains 15021 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42168 members 
Mstep: Class 13 contains 20863 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 148579 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 8125 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901816.000000 Penalty: 59960.500000
Iteration 88Q: 20 clusters Score -4.290182e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 12916 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 7506 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18789 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 585 members 
Mstep: Class 9 contains 20065 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42166 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 148552 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 8126 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901864.000000 Penalty: 59960.500000
Iteration 89Q: 20 clusters Score -4.290186e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 12915 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18795 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 15132 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 20837 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 148513 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 8130 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901960.000000 Penalty: 59960.500000
Iteration 90Q: 20 clusters Score -4.290196e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 12915 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18799 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 15175 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42168 members 
Mstep: Class 13 contains 20833 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 148484 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 8132 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42901960.000000 Penalty: 59960.500000
Iteration 91Q: 20 clusters Score -4.290196e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 12916 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18799 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20071 members 
Mstep: Class 10 contains 15216 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42167 members 
Mstep: Class 13 contains 20832 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 148443 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8131 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 3540 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 20 clusters Score -4.290206e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 12917 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18797 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20073 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42162 members 
Mstep: Class 13 contains 20831 members 
Mstep: Class 14 contains 10076 members 
Mstep: Class 15 contains 148421 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8132 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 20 clusters Score -4.290204e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 12916 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18799 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20073 members 
Mstep: Class 10 contains 15288 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42157 members 
Mstep: Class 13 contains 20833 members 
Mstep: Class 14 contains 10080 members 
Mstep: Class 15 contains 148397 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 3508 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 20 clusters Score -4.290204e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12915 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18793 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20076 members 
Mstep: Class 10 contains 15316 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 20834 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 148377 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8140 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902084.000000 Penalty: 59960.500000
Iteration 95Q: 20 clusters Score -4.290208e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 12914 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18792 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20077 members 
Mstep: Class 10 contains 15345 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42148 members 
Mstep: Class 13 contains 20833 members 
Mstep: Class 14 contains 10093 members 
Mstep: Class 15 contains 148358 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8140 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 3496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902092.000000 Penalty: 59960.500000
Iteration 96Q: 20 clusters Score -4.290209e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 12914 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18799 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20078 members 
Mstep: Class 10 contains 15370 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42143 members 
Mstep: Class 13 contains 20833 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 148339 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8142 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902056.000000 Penalty: 59960.500000
Iteration 97Q: 20 clusters Score -4.290206e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 12914 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18809 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20077 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 20832 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 148321 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902132.000000 Penalty: 59960.500000
Iteration 98Q: 20 clusters Score -4.290213e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12915 members 
Mstep: Class 3 contains 8336 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18803 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20080 members 
Mstep: Class 10 contains 15426 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42139 members 
Mstep: Class 13 contains 20834 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 148310 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 3447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902128.000000 Penalty: 59960.500000
Iteration 99Q: 20 clusters Score -4.290213e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 12916 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18807 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 20083 members 
Mstep: Class 10 contains 15454 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 20835 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 148296 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 19 contains 3419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902080.000000 Penalty: 59960.500000
Iteration 100F: 20 clusters Score -4.290208e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 12915 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18813 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20090 members 
Mstep: Class 10 contains 15475 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42139 members 
Mstep: Class 13 contains 20836 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 148287 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8142 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 19 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902056.000000 Penalty: 59960.500000
Iteration 101Q: 20 clusters Score -4.290206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 12914 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18816 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20091 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42143 members 
Mstep: Class 13 contains 20836 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 148274 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902100.000000 Penalty: 59960.500000
Iteration 102Q: 20 clusters Score -4.29021e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 12914 members 
Mstep: Class 3 contains 8342 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18821 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20091 members 
Mstep: Class 10 contains 15516 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42141 members 
Mstep: Class 13 contains 20836 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 148270 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8142 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902080.000000 Penalty: 59960.500000
Iteration 103Q: 20 clusters Score -4.290208e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 12914 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18835 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20092 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 20837 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148255 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902048.000000 Penalty: 59960.500000
Iteration 104Q: 20 clusters Score -4.290205e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 12913 members 
Mstep: Class 3 contains 8342 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18841 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20093 members 
Mstep: Class 10 contains 15555 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 20837 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148238 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902076.000000 Penalty: 59960.500000
Iteration 105Q: 20 clusters Score -4.290208e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 12911 members 
Mstep: Class 3 contains 8345 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18844 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20096 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 20839 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148232 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902084.000000 Penalty: 59960.500000
Iteration 106Q: 20 clusters Score -4.290208e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 12911 members 
Mstep: Class 3 contains 8342 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18842 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20100 members 
Mstep: Class 10 contains 15583 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42134 members 
Mstep: Class 13 contains 20841 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148224 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902136.000000 Penalty: 59960.500000
Iteration 107Q: 20 clusters Score -4.290214e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12910 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18842 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20102 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 20842 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148209 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8140 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902116.000000 Penalty: 59960.500000
Iteration 108Q: 20 clusters Score -4.290212e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12907 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18845 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20103 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 20844 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148195 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8139 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902096.000000 Penalty: 59960.500000
Iteration 109Q: 20 clusters Score -4.29021e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12905 members 
Mstep: Class 3 contains 8333 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18849 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20102 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 20848 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148186 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8138 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902096.000000 Penalty: 59960.500000
Iteration 110Q: 20 clusters Score -4.29021e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12904 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18858 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20104 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42135 members 
Mstep: Class 13 contains 20846 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148179 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8138 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902084.000000 Penalty: 59960.500000
Iteration 111Q: 20 clusters Score -4.290208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20108 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42135 members 
Mstep: Class 13 contains 20846 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148178 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8139 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902100.000000 Penalty: 59960.500000
Iteration 112Q: 20 clusters Score -4.29021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18861 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20110 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42135 members 
Mstep: Class 13 contains 20847 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148173 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8138 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902152.000000 Penalty: 59960.500000
Iteration 113Q: 20 clusters Score -4.290215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18862 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20111 members 
Mstep: Class 10 contains 15647 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42134 members 
Mstep: Class 13 contains 20848 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148166 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8137 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902132.000000 Penalty: 59960.500000
Iteration 114Q: 20 clusters Score -4.290213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18863 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 15649 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42133 members 
Mstep: Class 13 contains 20848 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148168 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902112.000000 Penalty: 59960.500000
Iteration 115Q: 20 clusters Score -4.290211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18865 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 15660 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42132 members 
Mstep: Class 13 contains 20849 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148159 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902132.000000 Penalty: 59960.500000
Iteration 116Q: 20 clusters Score -4.290213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18867 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20111 members 
Mstep: Class 10 contains 15669 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42133 members 
Mstep: Class 13 contains 20848 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148150 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902136.000000 Penalty: 59960.500000
Iteration 117Q: 20 clusters Score -4.290214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18869 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42135 members 
Mstep: Class 13 contains 20849 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148144 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42902136.000000 Penalty: 59960.500000
Iteration 118Q: 20 clusters Score -4.290214e+07 nChanged 28
Entering ConstructFrom: 
Score: -42902136.000000 Penalty: 59960.500000
Entering ConstructFrom: 
Trying to split cluster 1 (7996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Entering Unmasked Estep 
Score: -965324.187500 Penalty: 2228.700684
	Iteration 0F: 2 clusters Score -965324.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -958965.250000 Penalty: 4457.401367
	Iteration 0F: 3 clusters Score -958965.2 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -960804.437500 Penalty: 4457.401367
	Iteration 1F: 3 clusters Score -960804.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -961123.187500 Penalty: 4457.401367
	Iteration 2F: 3 clusters Score -961123.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -961395.750000 Penalty: 4457.401367
	Iteration 3F: 3 clusters Score -961395.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -961625.937500 Penalty: 4457.401367
	Iteration 4F: 3 clusters Score -961625.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -961808.437500 Penalty: 4457.401367
	Iteration 5Q: 3 clusters Score -961808.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -961943.375000 Penalty: 4457.401367
	Iteration 6Q: 3 clusters Score -961943.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -962058.875000 Penalty: 4457.401367
	Iteration 7Q: 3 clusters Score -962058.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -962161.312500 Penalty: 4457.401367
	Iteration 8Q: 3 clusters Score -962161.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -962257.625000 Penalty: 4457.401367
	Iteration 9Q: 3 clusters Score -962257.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -962346.812500 Penalty: 4457.401367
	Iteration 10Q: 3 clusters Score -962346.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -962417.937500 Penalty: 4457.401367
	Iteration 11Q: 3 clusters Score -962417.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -962486.750000 Penalty: 4457.401367
	Iteration 12Q: 3 clusters Score -962486.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -962556.062500 Penalty: 4457.401367
	Iteration 13Q: 3 clusters Score -962556.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -962615.937500 Penalty: 4457.401367
	Iteration 14Q: 3 clusters Score -962615.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -962681.625000 Penalty: 4457.401367
	Iteration 15Q: 3 clusters Score -962681.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -962753.937500 Penalty: 4457.401367
	Iteration 16Q: 3 clusters Score -962753.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -962828.750000 Penalty: 4457.401367
	Iteration 17Q: 3 clusters Score -962828.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -962897.437500 Penalty: 4457.401367
	Iteration 18Q: 3 clusters Score -962897.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -962971.250000 Penalty: 4457.401367
	Iteration 19Q: 3 clusters Score -962971.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -963046.812500 Penalty: 4457.401367
	Iteration 20F: 3 clusters Score -963046.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -963114.687500 Penalty: 4457.401367
	Iteration 21Q: 3 clusters Score -963114.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -963173.750000 Penalty: 4457.401367
	Iteration 22Q: 3 clusters Score -963173.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -963215.312500 Penalty: 4457.401367
	Iteration 23Q: 3 clusters Score -963215.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -963254.875000 Penalty: 4457.401367
	Iteration 24Q: 3 clusters Score -963254.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -963291.875000 Penalty: 4457.401367
	Iteration 25Q: 3 clusters Score -963291.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -963319.187500 Penalty: 4457.401367
	Iteration 26Q: 3 clusters Score -963319.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -963338.750000 Penalty: 4457.401367
	Iteration 27Q: 3 clusters Score -963338.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -963354.937500 Penalty: 4457.401367
	Iteration 28Q: 3 clusters Score -963354.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -963367.125000 Penalty: 4457.401367
	Iteration 29Q: 3 clusters Score -963367.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -963381.562500 Penalty: 4457.401367
	Iteration 30Q: 3 clusters Score -963381.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -963393.187500 Penalty: 4457.401367
	Iteration 31Q: 3 clusters Score -963393.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -963408.625000 Penalty: 4457.401367
	Iteration 32Q: 3 clusters Score -963408.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -963418.000000 Penalty: 4457.401367
	Iteration 33Q: 3 clusters Score -963418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -963426.937500 Penalty: 4457.401367
	Iteration 34Q: 3 clusters Score -963426.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -963441.937500 Penalty: 4457.401367
	Iteration 35Q: 3 clusters Score -963441.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -963456.687500 Penalty: 4457.401367
	Iteration 36Q: 3 clusters Score -963456.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -963474.187500 Penalty: 4457.401367
	Iteration 37Q: 3 clusters Score -963474.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -963490.062500 Penalty: 4457.401367
	Iteration 38Q: 3 clusters Score -963490.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -963506.312500 Penalty: 4457.401367
	Iteration 39Q: 3 clusters Score -963506.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -963523.437500 Penalty: 4457.401367
	Iteration 40F: 3 clusters Score -963523.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -963537.875000 Penalty: 4457.401367
	Iteration 41Q: 3 clusters Score -963537.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -963555.687500 Penalty: 4457.401367
	Iteration 42Q: 3 clusters Score -963555.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -963577.437500 Penalty: 4457.401367
	Iteration 43Q: 3 clusters Score -963577.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -963593.312500 Penalty: 4457.401367
	Iteration 44Q: 3 clusters Score -963593.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -963604.562500 Penalty: 4457.401367
	Iteration 45Q: 3 clusters Score -963604.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -963615.812500 Penalty: 4457.401367
	Iteration 46Q: 3 clusters Score -963615.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -963627.250000 Penalty: 4457.401367
	Iteration 47Q: 3 clusters Score -963627.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -963634.625000 Penalty: 4457.401367
	Iteration 48Q: 3 clusters Score -963634.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -963639.187500 Penalty: 4457.401367
	Iteration 49Q: 3 clusters Score -963639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -963643.375000 Penalty: 4457.401367
	Iteration 50Q: 3 clusters Score -963643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -963643.687500 Penalty: 4457.401367
	Iteration 51Q: 3 clusters Score -963643.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -963646.500000 Penalty: 4457.401367
	Iteration 52Q: 3 clusters Score -963646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -963646.562500 Penalty: 4457.401367
	Iteration 53Q: 3 clusters Score -963646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -963646.812500 Penalty: 4457.401367
	Iteration 54Q: 3 clusters Score -963646.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -963646.812500 Penalty: 4457.401367
	Iteration 55F: 3 clusters Score -963646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Entering Unmasked Estep 
Score: -1700670.875000 Penalty: 2347.315674
	Iteration 0F: 2 clusters Score -1700671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1691221.500000 Penalty: 4694.631348
	Iteration 0F: 3 clusters Score -1691222 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1694094.375000 Penalty: 4694.631348
	Iteration 1F: 3 clusters Score -1694094 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1694414.875000 Penalty: 4694.631348
	Iteration 2F: 3 clusters Score -1694415 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1694662.875000 Penalty: 4694.631348
	Iteration 3Q: 3 clusters Score -1694663 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1694870.625000 Penalty: 4694.631348
	Iteration 4Q: 3 clusters Score -1694871 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1695040.875000 Penalty: 4694.631348
	Iteration 5Q: 3 clusters Score -1695041 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1695185.250000 Penalty: 4694.631348
	Iteration 6Q: 3 clusters Score -1695185 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1695355.250000 Penalty: 4694.631348
	Iteration 7Q: 3 clusters Score -1695355 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1695528.625000 Penalty: 4694.631348
	Iteration 8Q: 3 clusters Score -1695529 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1695707.250000 Penalty: 4694.631348
	Iteration 9Q: 3 clusters Score -1695707 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1695862.375000 Penalty: 4694.631348
	Iteration 10Q: 3 clusters Score -1695862 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1696025.875000 Penalty: 4694.631348
	Iteration 11Q: 3 clusters Score -1696026 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1696181.875000 Penalty: 4694.631348
	Iteration 12Q: 3 clusters Score -1696182 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1696329.875000 Penalty: 4694.631348
	Iteration 13Q: 3 clusters Score -1696330 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1696471.625000 Penalty: 4694.631348
	Iteration 14Q: 3 clusters Score -1696472 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1696609.000000 Penalty: 4694.631348
	Iteration 15Q: 3 clusters Score -1696609 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1696746.125000 Penalty: 4694.631348
	Iteration 16Q: 3 clusters Score -1696746 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1696856.125000 Penalty: 4694.631348
	Iteration 17Q: 3 clusters Score -1696856 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1696941.375000 Penalty: 4694.631348
	Iteration 18Q: 3 clusters Score -1696941 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1697017.875000 Penalty: 4694.631348
	Iteration 19Q: 3 clusters Score -1697018 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1697077.000000 Penalty: 4694.631348
	Iteration 20F: 3 clusters Score -1697077 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1697136.125000 Penalty: 4694.631348
	Iteration 21Q: 3 clusters Score -1697136 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1697206.250000 Penalty: 4694.631348
	Iteration 22Q: 3 clusters Score -1697206 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1697258.875000 Penalty: 4694.631348
	Iteration 23Q: 3 clusters Score -1697259 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1697302.125000 Penalty: 4694.631348
	Iteration 24Q: 3 clusters Score -1697302 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1697334.000000 Penalty: 4694.631348
	Iteration 25Q: 3 clusters Score -1697334 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1697374.250000 Penalty: 4694.631348
	Iteration 26Q: 3 clusters Score -1697374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1697407.625000 Penalty: 4694.631348
	Iteration 27Q: 3 clusters Score -1697408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1697436.750000 Penalty: 4694.631348
	Iteration 28Q: 3 clusters Score -1697437 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1697458.125000 Penalty: 4694.631348
	Iteration 29Q: 3 clusters Score -1697458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1697490.125000 Penalty: 4694.631348
	Iteration 30Q: 3 clusters Score -1697490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1697512.625000 Penalty: 4694.631348
	Iteration 31Q: 3 clusters Score -1697513 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1697534.000000 Penalty: 4694.631348
	Iteration 32Q: 3 clusters Score -1697534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1697559.125000 Penalty: 4694.631348
	Iteration 33Q: 3 clusters Score -1697559 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1697577.375000 Penalty: 4694.631348
	Iteration 34Q: 3 clusters Score -1697577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1697600.250000 Penalty: 4694.631348
	Iteration 35Q: 3 clusters Score -1697600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1697627.750000 Penalty: 4694.631348
	Iteration 36Q: 3 clusters Score -1697628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1697654.500000 Penalty: 4694.631348
	Iteration 37Q: 3 clusters Score -1697654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1697691.375000 Penalty: 4694.631348
	Iteration 38Q: 3 clusters Score -1697691 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1697711.500000 Penalty: 4694.631348
	Iteration 39Q: 3 clusters Score -1697712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1697738.250000 Penalty: 4694.631348
	Iteration 40F: 3 clusters Score -1697738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1697760.000000 Penalty: 4694.631348
	Iteration 41Q: 3 clusters Score -1697760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1697788.750000 Penalty: 4694.631348
	Iteration 42Q: 3 clusters Score -1697789 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1697809.125000 Penalty: 4694.631348
	Iteration 43Q: 3 clusters Score -1697809 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1697834.250000 Penalty: 4694.631348
	Iteration 44Q: 3 clusters Score -1697834 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1697874.250000 Penalty: 4694.631348
	Iteration 45Q: 3 clusters Score -1697874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1697903.250000 Penalty: 4694.631348
	Iteration 46Q: 3 clusters Score -1697903 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1697936.625000 Penalty: 4694.631348
	Iteration 47Q: 3 clusters Score -1697937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1697961.375000 Penalty: 4694.631348
	Iteration 48Q: 3 clusters Score -1697961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1697989.125000 Penalty: 4694.631348
	Iteration 49Q: 3 clusters Score -1697989 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1698012.000000 Penalty: 4694.631348
	Iteration 50Q: 3 clusters Score -1698012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1698040.750000 Penalty: 4694.631348
	Iteration 51Q: 3 clusters Score -1698041 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1698068.500000 Penalty: 4694.631348
	Iteration 52Q: 3 clusters Score -1698068 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1698099.625000 Penalty: 4694.631348
	Iteration 53Q: 3 clusters Score -1698100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1698123.750000 Penalty: 4694.631348
	Iteration 54Q: 3 clusters Score -1698124 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1698148.500000 Penalty: 4694.631348
	Iteration 55Q: 3 clusters Score -1698148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1698172.750000 Penalty: 4694.631348
	Iteration 56Q: 3 clusters Score -1698173 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1698209.375000 Penalty: 4694.631348
	Iteration 57Q: 3 clusters Score -1698209 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1698245.375000 Penalty: 4694.631348
	Iteration 58Q: 3 clusters Score -1698245 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1698281.625000 Penalty: 4694.631348
	Iteration 59Q: 3 clusters Score -1698282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1698299.250000 Penalty: 4694.631348
	Iteration 60F: 3 clusters Score -1698299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1698321.500000 Penalty: 4694.631348
	Iteration 61Q: 3 clusters Score -1698322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1698348.625000 Penalty: 4694.631348
	Iteration 62Q: 3 clusters Score -1698349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1698369.375000 Penalty: 4694.631348
	Iteration 63Q: 3 clusters Score -1698369 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1698381.125000 Penalty: 4694.631348
	Iteration 64Q: 3 clusters Score -1698381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1698396.750000 Penalty: 4694.631348
	Iteration 65Q: 3 clusters Score -1698397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1698417.625000 Penalty: 4694.631348
	Iteration 66Q: 3 clusters Score -1698418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1698424.875000 Penalty: 4694.631348
	Iteration 67Q: 3 clusters Score -1698425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1698437.125000 Penalty: 4694.631348
	Iteration 68Q: 3 clusters Score -1698437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1698442.875000 Penalty: 4694.631348
	Iteration 69Q: 3 clusters Score -1698443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1698454.750000 Penalty: 4694.631348
	Iteration 70Q: 3 clusters Score -1698455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1698466.875000 Penalty: 4694.631348
	Iteration 71Q: 3 clusters Score -1698467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1698476.625000 Penalty: 4694.631348
	Iteration 72Q: 3 clusters Score -1698477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1698487.000000 Penalty: 4694.631348
	Iteration 73Q: 3 clusters Score -1698487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1698496.500000 Penalty: 4694.631348
	Iteration 74Q: 3 clusters Score -1698496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1698500.875000 Penalty: 4694.631348
	Iteration 75Q: 3 clusters Score -1698501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1698508.875000 Penalty: 4694.631348
	Iteration 76Q: 3 clusters Score -1698509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1698518.625000 Penalty: 4694.631348
	Iteration 77Q: 3 clusters Score -1698519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1698521.875000 Penalty: 4694.631348
	Iteration 78Q: 3 clusters Score -1698522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1698527.125000 Penalty: 4694.631348
	Iteration 79Q: 3 clusters Score -1698527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1698529.125000 Penalty: 4694.631348
	Iteration 80F: 3 clusters Score -1698529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1698535.500000 Penalty: 4694.631348
	Iteration 81Q: 3 clusters Score -1698536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1698542.625000 Penalty: 4694.631348
	Iteration 82Q: 3 clusters Score -1698543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1698541.250000 Penalty: 4694.631348
	Iteration 83Q: 3 clusters Score -1698541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1698547.500000 Penalty: 4694.631348
	Iteration 84Q: 3 clusters Score -1698548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1698549.500000 Penalty: 4694.631348
	Iteration 85Q: 3 clusters Score -1698550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1698550.500000 Penalty: 4694.631348
	Iteration 86Q: 3 clusters Score -1698550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1698558.625000 Penalty: 4694.631348
	Iteration 87Q: 3 clusters Score -1698559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1698559.875000 Penalty: 4694.631348
	Iteration 88Q: 3 clusters Score -1698560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1698564.125000 Penalty: 4694.631348
	Iteration 89Q: 3 clusters Score -1698564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1698565.125000 Penalty: 4694.631348
	Iteration 90Q: 3 clusters Score -1698565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1698568.250000 Penalty: 4694.631348
	Iteration 91Q: 3 clusters Score -1698568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1698567.625000 Penalty: 4694.631348
	Iteration 92Q: 3 clusters Score -1698568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1698572.125000 Penalty: 4694.631348
	Iteration 93Q: 3 clusters Score -1698572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1698572.250000 Penalty: 4694.631348
	Iteration 94Q: 3 clusters Score -1698572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1698576.000000 Penalty: 4694.631348
	Iteration 95Q: 3 clusters Score -1698576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1698580.625000 Penalty: 4694.631348
	Iteration 96Q: 3 clusters Score -1698581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1698579.375000 Penalty: 4694.631348
	Iteration 97Q: 3 clusters Score -1698579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1698581.625000 Penalty: 4694.631348
	Iteration 98Q: 3 clusters Score -1698582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1698584.125000 Penalty: 4694.631348
	Iteration 99Q: 3 clusters Score -1698584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1698588.750000 Penalty: 4694.631348
	Iteration 100F: 3 clusters Score -1698589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1698588.500000 Penalty: 4694.631348
	Iteration 101Q: 3 clusters Score -1698588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1698588.250000 Penalty: 4694.631348
	Iteration 102Q: 3 clusters Score -1698588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1698587.500000 Penalty: 4694.631348
	Iteration 103Q: 3 clusters Score -1698588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1698587.250000 Penalty: 4694.631348
	Iteration 104Q: 3 clusters Score -1698587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1698588.750000 Penalty: 4694.631348
	Iteration 105Q: 3 clusters Score -1698589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1698589.125000 Penalty: 4694.631348
	Iteration 106Q: 3 clusters Score -1698589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1698588.000000 Penalty: 4694.631348
	Iteration 107Q: 3 clusters Score -1698588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1698590.750000 Penalty: 4694.631348
	Iteration 108Q: 3 clusters Score -1698591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1698588.625000 Penalty: 4694.631348
	Iteration 109Q: 3 clusters Score -1698589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1698593.500000 Penalty: 4694.631348
	Iteration 110Q: 3 clusters Score -1698594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1698593.875000 Penalty: 4694.631348
	Iteration 111Q: 3 clusters Score -1698594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1698596.750000 Penalty: 4694.631348
	Iteration 112Q: 3 clusters Score -1698597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1698596.375000 Penalty: 4694.631348
	Iteration 113Q: 3 clusters Score -1698596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1698598.000000 Penalty: 4694.631348
	Iteration 114Q: 3 clusters Score -1698598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1698604.250000 Penalty: 4694.631348
	Iteration 115Q: 3 clusters Score -1698604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1698604.750000 Penalty: 4694.631348
	Iteration 116Q: 3 clusters Score -1698605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1698606.625000 Penalty: 4694.631348
	Iteration 117Q: 3 clusters Score -1698607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1698608.625000 Penalty: 4694.631348
	Iteration 118Q: 3 clusters Score -1698609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1698612.375000 Penalty: 4694.631348
	Iteration 119Q: 3 clusters Score -1698612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1698612.375000 Penalty: 4694.631348
	Iteration 120F: 3 clusters Score -1698612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -1073904.625000 Penalty: 2238.849365
	Iteration 0F: 2 clusters Score -1073905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1067327.625000 Penalty: 4477.698730
	Iteration 0F: 3 clusters Score -1067328 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1069280.375000 Penalty: 4477.698730
	Iteration 1F: 3 clusters Score -1069280 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1069705.375000 Penalty: 4477.698730
	Iteration 2F: 3 clusters Score -1069705 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1070073.750000 Penalty: 4477.698730
	Iteration 3F: 3 clusters Score -1070074 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1070385.500000 Penalty: 4477.698730
	Iteration 4F: 3 clusters Score -1070386 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1070728.375000 Penalty: 4477.698730
	Iteration 5F: 3 clusters Score -1070728 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1071085.500000 Penalty: 4477.698730
	Iteration 6F: 3 clusters Score -1071086 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1071440.000000 Penalty: 4477.698730
	Iteration 7F: 3 clusters Score -1071440 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1071746.000000 Penalty: 4477.698730
	Iteration 8Q: 3 clusters Score -1071746 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1072050.500000 Penalty: 4477.698730
	Iteration 9Q: 3 clusters Score -1072050 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1072261.250000 Penalty: 4477.698730
	Iteration 10Q: 3 clusters Score -1072261 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1072394.500000 Penalty: 4477.698730
	Iteration 11Q: 3 clusters Score -1072394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1072483.375000 Penalty: 4477.698730
	Iteration 12Q: 3 clusters Score -1072483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1072545.625000 Penalty: 4477.698730
	Iteration 13Q: 3 clusters Score -1072546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1072586.375000 Penalty: 4477.698730
	Iteration 14Q: 3 clusters Score -1072586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1072625.250000 Penalty: 4477.698730
	Iteration 15Q: 3 clusters Score -1072625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1072661.125000 Penalty: 4477.698730
	Iteration 16Q: 3 clusters Score -1072661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1072678.000000 Penalty: 4477.698730
	Iteration 17Q: 3 clusters Score -1072678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1072695.000000 Penalty: 4477.698730
	Iteration 18Q: 3 clusters Score -1072695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1072709.625000 Penalty: 4477.698730
	Iteration 19Q: 3 clusters Score -1072710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1072722.375000 Penalty: 4477.698730
	Iteration 20F: 3 clusters Score -1072722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1072738.750000 Penalty: 4477.698730
	Iteration 21Q: 3 clusters Score -1072739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1072752.125000 Penalty: 4477.698730
	Iteration 22Q: 3 clusters Score -1072752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1072763.750000 Penalty: 4477.698730
	Iteration 23Q: 3 clusters Score -1072764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1072772.875000 Penalty: 4477.698730
	Iteration 24Q: 3 clusters Score -1072773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1072786.750000 Penalty: 4477.698730
	Iteration 25Q: 3 clusters Score -1072787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1072793.125000 Penalty: 4477.698730
	Iteration 26Q: 3 clusters Score -1072793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1072804.500000 Penalty: 4477.698730
	Iteration 27Q: 3 clusters Score -1072804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1072820.500000 Penalty: 4477.698730
	Iteration 28Q: 3 clusters Score -1072820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1072841.000000 Penalty: 4477.698730
	Iteration 29Q: 3 clusters Score -1072841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1072856.750000 Penalty: 4477.698730
	Iteration 30Q: 3 clusters Score -1072857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1072878.250000 Penalty: 4477.698730
	Iteration 31Q: 3 clusters Score -1072878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1072894.625000 Penalty: 4477.698730
	Iteration 32Q: 3 clusters Score -1072895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1072904.750000 Penalty: 4477.698730
	Iteration 33Q: 3 clusters Score -1072905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1072930.250000 Penalty: 4477.698730
	Iteration 34Q: 3 clusters Score -1072930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1072974.125000 Penalty: 4477.698730
	Iteration 35Q: 3 clusters Score -1072974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1073046.125000 Penalty: 4477.698730
	Iteration 36Q: 3 clusters Score -1073046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1073125.625000 Penalty: 4477.698730
	Iteration 37Q: 3 clusters Score -1073126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1073162.250000 Penalty: 4477.698730
	Iteration 38Q: 3 clusters Score -1073162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1073173.000000 Penalty: 4477.698730
	Iteration 39Q: 3 clusters Score -1073173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1073180.375000 Penalty: 4477.698730
	Iteration 40F: 3 clusters Score -1073180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1073183.125000 Penalty: 4477.698730
	Iteration 41Q: 3 clusters Score -1073183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1073187.875000 Penalty: 4477.698730
	Iteration 42Q: 3 clusters Score -1073188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1073191.500000 Penalty: 4477.698730
	Iteration 43Q: 3 clusters Score -1073192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1073195.125000 Penalty: 4477.698730
	Iteration 44Q: 3 clusters Score -1073195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1073194.250000 Penalty: 4477.698730
	Iteration 45Q: 3 clusters Score -1073194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1073194.250000 Penalty: 4477.698730
	Iteration 46F: 3 clusters Score -1073194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Entering Unmasked Estep 
Score: -982712.437500 Penalty: 2212.918457
	Iteration 0F: 2 clusters Score -982712.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -976647.187500 Penalty: 4425.836914
	Iteration 0F: 3 clusters Score -976647.2 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -978259.875000 Penalty: 4425.836914
	Iteration 1F: 3 clusters Score -978259.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -978523.562500 Penalty: 4425.836914
	Iteration 2F: 3 clusters Score -978523.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -978700.562500 Penalty: 4425.836914
	Iteration 3F: 3 clusters Score -978700.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -978809.500000 Penalty: 4425.836914
	Iteration 4Q: 3 clusters Score -978809.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -978885.500000 Penalty: 4425.836914
	Iteration 5Q: 3 clusters Score -978885.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -978937.812500 Penalty: 4425.836914
	Iteration 6Q: 3 clusters Score -978937.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -978979.062500 Penalty: 4425.836914
	Iteration 7Q: 3 clusters Score -978979.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -979012.937500 Penalty: 4425.836914
	Iteration 8Q: 3 clusters Score -979012.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -979043.562500 Penalty: 4425.836914
	Iteration 9Q: 3 clusters Score -979043.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -979065.312500 Penalty: 4425.836914
	Iteration 10Q: 3 clusters Score -979065.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -979085.000000 Penalty: 4425.836914
	Iteration 11Q: 3 clusters Score -979085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -979108.062500 Penalty: 4425.836914
	Iteration 12Q: 3 clusters Score -979108.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -979122.250000 Penalty: 4425.836914
	Iteration 13Q: 3 clusters Score -979122.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -979135.187500 Penalty: 4425.836914
	Iteration 14Q: 3 clusters Score -979135.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -979153.937500 Penalty: 4425.836914
	Iteration 15Q: 3 clusters Score -979153.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -979170.125000 Penalty: 4425.836914
	Iteration 16Q: 3 clusters Score -979170.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -979186.625000 Penalty: 4425.836914
	Iteration 17Q: 3 clusters Score -979186.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -979201.000000 Penalty: 4425.836914
	Iteration 18Q: 3 clusters Score -979201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -979216.437500 Penalty: 4425.836914
	Iteration 19Q: 3 clusters Score -979216.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -979230.312500 Penalty: 4425.836914
	Iteration 20F: 3 clusters Score -979230.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -979246.500000 Penalty: 4425.836914
	Iteration 21Q: 3 clusters Score -979246.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -979261.000000 Penalty: 4425.836914
	Iteration 22Q: 3 clusters Score -979261 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -979275.687500 Penalty: 4425.836914
	Iteration 23Q: 3 clusters Score -979275.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -979295.312500 Penalty: 4425.836914
	Iteration 24Q: 3 clusters Score -979295.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -979313.375000 Penalty: 4425.836914
	Iteration 25Q: 3 clusters Score -979313.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -979339.562500 Penalty: 4425.836914
	Iteration 26Q: 3 clusters Score -979339.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -979365.500000 Penalty: 4425.836914
	Iteration 27Q: 3 clusters Score -979365.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -979397.750000 Penalty: 4425.836914
	Iteration 28Q: 3 clusters Score -979397.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -979440.125000 Penalty: 4425.836914
	Iteration 29Q: 3 clusters Score -979440.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -979495.375000 Penalty: 4425.836914
	Iteration 30Q: 3 clusters Score -979495.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -979564.625000 Penalty: 4425.836914
	Iteration 31Q: 3 clusters Score -979564.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -979638.562500 Penalty: 4425.836914
	Iteration 32Q: 3 clusters Score -979638.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -979719.375000 Penalty: 4425.836914
	Iteration 33Q: 3 clusters Score -979719.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -979807.062500 Penalty: 4425.836914
	Iteration 34Q: 3 clusters Score -979807.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -979898.750000 Penalty: 4425.836914
	Iteration 35Q: 3 clusters Score -979898.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -979983.437500 Penalty: 4425.836914
	Iteration 36Q: 3 clusters Score -979983.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -980072.937500 Penalty: 4425.836914
	Iteration 37Q: 3 clusters Score -980072.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -980150.937500 Penalty: 4425.836914
	Iteration 38Q: 3 clusters Score -980150.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -980226.562500 Penalty: 4425.836914
	Iteration 39Q: 3 clusters Score -980226.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -980289.937500 Penalty: 4425.836914
	Iteration 40F: 3 clusters Score -980289.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -980365.312500 Penalty: 4425.836914
	Iteration 41Q: 3 clusters Score -980365.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -980424.125000 Penalty: 4425.836914
	Iteration 42Q: 3 clusters Score -980424.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -980492.250000 Penalty: 4425.836914
	Iteration 43Q: 3 clusters Score -980492.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -980558.250000 Penalty: 4425.836914
	Iteration 44Q: 3 clusters Score -980558.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -980606.437500 Penalty: 4425.836914
	Iteration 45Q: 3 clusters Score -980606.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -980647.500000 Penalty: 4425.836914
	Iteration 46Q: 3 clusters Score -980647.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -980674.562500 Penalty: 4425.836914
	Iteration 47Q: 3 clusters Score -980674.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -980694.562500 Penalty: 4425.836914
	Iteration 48Q: 3 clusters Score -980694.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -980708.687500 Penalty: 4425.836914
	Iteration 49Q: 3 clusters Score -980708.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -980720.125000 Penalty: 4425.836914
	Iteration 50Q: 3 clusters Score -980720.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -980727.875000 Penalty: 4425.836914
	Iteration 51Q: 3 clusters Score -980727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -980732.312500 Penalty: 4425.836914
	Iteration 52Q: 3 clusters Score -980732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -980735.625000 Penalty: 4425.836914
	Iteration 53Q: 3 clusters Score -980735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -980736.312500 Penalty: 4425.836914
	Iteration 54Q: 3 clusters Score -980736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -980736.750000 Penalty: 4425.836914
	Iteration 55Q: 3 clusters Score -980736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -980736.750000 Penalty: 4425.836914
	Iteration 56F: 3 clusters Score -980736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -145843.218750 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -145843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143716.640625 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -143716.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -144157.921875 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -144157.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -144310.578125 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -144310.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -144420.843750 Penalty: 3522.022705
	Iteration 3Q: 3 clusters Score -144420.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -144480.312500 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -144480.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144510.671875 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -144510.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144544.140625 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -144544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144562.687500 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -144562.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144581.234375 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -144581.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144591.843750 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -144591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144602.375000 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -144602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144612.296875 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -144612.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -144622.234375 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -144622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -144628.125000 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -144628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144638.562500 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -144638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -144652.640625 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -144652.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -144668.125000 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -144668.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144683.937500 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -144683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144697.656250 Penalty: 3522.022705
	Iteration 18Q: 3 clusters Score -144697.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144712.640625 Penalty: 3522.022705
	Iteration 19Q: 3 clusters Score -144712.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144726.031250 Penalty: 3522.022705
	Iteration 20F: 3 clusters Score -144726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -144752.093750 Penalty: 3522.022705
	Iteration 21Q: 3 clusters Score -144752.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -144766.312500 Penalty: 3522.022705
	Iteration 22Q: 3 clusters Score -144766.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -144778.453125 Penalty: 3522.022705
	Iteration 23Q: 3 clusters Score -144778.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -144790.718750 Penalty: 3522.022705
	Iteration 24Q: 3 clusters Score -144790.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -144799.546875 Penalty: 3522.022705
	Iteration 25Q: 3 clusters Score -144799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144806.609375 Penalty: 3522.022705
	Iteration 26Q: 3 clusters Score -144806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -144816.218750 Penalty: 3522.022705
	Iteration 27Q: 3 clusters Score -144816.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -144837.281250 Penalty: 3522.022705
	Iteration 28Q: 3 clusters Score -144837.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144862.781250 Penalty: 3522.022705
	Iteration 29Q: 3 clusters Score -144862.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144901.828125 Penalty: 3522.022705
	Iteration 30Q: 3 clusters Score -144901.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144971.609375 Penalty: 3522.022705
	Iteration 31Q: 3 clusters Score -144971.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -145110.250000 Penalty: 3522.022705
	Iteration 32Q: 3 clusters Score -145110.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -145350.156250 Penalty: 3522.022705
	Iteration 33Q: 3 clusters Score -145350.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -145876.609375 Penalty: 3522.022705
	Iteration 34F: 3 clusters Score -145876.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -146265.531250 Penalty: 3522.022705
	Iteration 35F: 3 clusters Score -146265.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -146478.500000 Penalty: 3522.022705
	Iteration 36Q: 3 clusters Score -146478.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -146623.671875 Penalty: 3522.022705
	Iteration 37Q: 3 clusters Score -146623.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -146674.328125 Penalty: 3522.022705
	Iteration 38Q: 3 clusters Score -146674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -146676.203125 Penalty: 3522.022705
	Iteration 39Q: 3 clusters Score -146676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -146676.203125 Penalty: 3522.022705
	Iteration 40F: 3 clusters Score -146676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 18872 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 15683 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148137 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3289 members 
Mstep: Class 20 contains 655 members 
Entering Unmasked Estep 
Score: -42901568.000000 Penalty: 63116.312500
Splitting cluster 5 changes total score from -42902136.000000 to -42901568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (18872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Entering Unmasked Estep 
Score: -2338185.500000 Penalty: 2441.667725
	Iteration 0F: 2 clusters Score -2338186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2324849.000000 Penalty: 4883.335449
	Iteration 0F: 3 clusters Score -2324849 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2329316.500000 Penalty: 4883.335449
	Iteration 1F: 3 clusters Score -2329316 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2329913.500000 Penalty: 4883.335449
	Iteration 2F: 3 clusters Score -2329914 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2330591.000000 Penalty: 4883.335449
	Iteration 3F: 3 clusters Score -2330591 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2331253.250000 Penalty: 4883.335449
	Iteration 4F: 3 clusters Score -2331253 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2331928.250000 Penalty: 4883.335449
	Iteration 5F: 3 clusters Score -2331928 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2332635.250000 Penalty: 4883.335449
	Iteration 6F: 3 clusters Score -2332635 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2333391.000000 Penalty: 4883.335449
	Iteration 7F: 3 clusters Score -2333391 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2334170.500000 Penalty: 4883.335449
	Iteration 8F: 3 clusters Score -2334170 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2334916.000000 Penalty: 4883.335449
	Iteration 9Q: 3 clusters Score -2334916 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2335462.500000 Penalty: 4883.335449
	Iteration 10Q: 3 clusters Score -2335462 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2335809.250000 Penalty: 4883.335449
	Iteration 11Q: 3 clusters Score -2335809 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2335993.000000 Penalty: 4883.335449
	Iteration 12Q: 3 clusters Score -2335993 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2336108.500000 Penalty: 4883.335449
	Iteration 13Q: 3 clusters Score -2336108 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2336196.500000 Penalty: 4883.335449
	Iteration 14Q: 3 clusters Score -2336196 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2336260.250000 Penalty: 4883.335449
	Iteration 15Q: 3 clusters Score -2336260 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2336314.000000 Penalty: 4883.335449
	Iteration 16Q: 3 clusters Score -2336314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2336334.250000 Penalty: 4883.335449
	Iteration 17Q: 3 clusters Score -2336334 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2336383.250000 Penalty: 4883.335449
	Iteration 18Q: 3 clusters Score -2336383 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2336406.500000 Penalty: 4883.335449
	Iteration 19Q: 3 clusters Score -2336406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2336432.750000 Penalty: 4883.335449
	Iteration 20F: 3 clusters Score -2336433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2336454.750000 Penalty: 4883.335449
	Iteration 21Q: 3 clusters Score -2336455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2336474.500000 Penalty: 4883.335449
	Iteration 22Q: 3 clusters Score -2336474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2336484.000000 Penalty: 4883.335449
	Iteration 23Q: 3 clusters Score -2336484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2336513.250000 Penalty: 4883.335449
	Iteration 24Q: 3 clusters Score -2336513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2336533.250000 Penalty: 4883.335449
	Iteration 25Q: 3 clusters Score -2336533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2336543.500000 Penalty: 4883.335449
	Iteration 26Q: 3 clusters Score -2336544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2336557.250000 Penalty: 4883.335449
	Iteration 27Q: 3 clusters Score -2336557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2336560.000000 Penalty: 4883.335449
	Iteration 28Q: 3 clusters Score -2336560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2336567.250000 Penalty: 4883.335449
	Iteration 29Q: 3 clusters Score -2336567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2336568.500000 Penalty: 4883.335449
	Iteration 30Q: 3 clusters Score -2336568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2336574.000000 Penalty: 4883.335449
	Iteration 31Q: 3 clusters Score -2336574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2336577.250000 Penalty: 4883.335449
	Iteration 32Q: 3 clusters Score -2336577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2336581.000000 Penalty: 4883.335449
	Iteration 33Q: 3 clusters Score -2336581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2336580.500000 Penalty: 4883.335449
	Iteration 34Q: 3 clusters Score -2336580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2336578.250000 Penalty: 4883.335449
	Iteration 35Q: 3 clusters Score -2336578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2336581.000000 Penalty: 4883.335449
	Iteration 36Q: 3 clusters Score -2336581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2336581.000000 Penalty: 4883.335449
	Iteration 37Q: 3 clusters Score -2336581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2336579.750000 Penalty: 4883.335449
	Iteration 38Q: 3 clusters Score -2336580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2336585.250000 Penalty: 4883.335449
	Iteration 39Q: 3 clusters Score -2336585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2336591.500000 Penalty: 4883.335449
	Iteration 40F: 3 clusters Score -2336592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2336590.750000 Penalty: 4883.335449
	Iteration 41Q: 3 clusters Score -2336591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2336592.750000 Penalty: 4883.335449
	Iteration 42Q: 3 clusters Score -2336593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2336592.500000 Penalty: 4883.335449
	Iteration 43Q: 3 clusters Score -2336592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2336592.750000 Penalty: 4883.335449
	Iteration 44Q: 3 clusters Score -2336593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2336595.250000 Penalty: 4883.335449
	Iteration 45Q: 3 clusters Score -2336595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2336595.250000 Penalty: 4883.335449
	Iteration 46Q: 3 clusters Score -2336595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2336596.750000 Penalty: 4883.335449
	Iteration 47Q: 3 clusters Score -2336597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2336600.750000 Penalty: 4883.335449
	Iteration 48Q: 3 clusters Score -2336601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2336599.500000 Penalty: 4883.335449
	Iteration 49Q: 3 clusters Score -2336600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2336598.250000 Penalty: 4883.335449
	Iteration 50Q: 3 clusters Score -2336598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2336598.750000 Penalty: 4883.335449
	Iteration 51Q: 3 clusters Score -2336599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2336599.000000 Penalty: 4883.335449
	Iteration 52Q: 3 clusters Score -2336599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2336599.000000 Penalty: 4883.335449
	Iteration 53F: 3 clusters Score -2336599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -102004.218750 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -102004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100360.679688 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -100360.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -100999.445312 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -100999.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101414.718750 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -101414.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -101897.609375 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -101897.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102089.742188 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -102089.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -102154.960938 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -102155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -102164.820312 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -102164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102167.359375 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -102167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102167.359375 Penalty: 3363.404785
	Iteration 8F: 3 clusters Score -102167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18872 members 
Mstep: Class 7 contains 199 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 15683 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148137 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3289 members 
Mstep: Class 20 contains 682 members 
Entering Unmasked Estep 
Score: -42900820.000000 Penalty: 63116.312500
Splitting cluster 7 changes total score from -42902136.000000 to -42900820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -70282.914062 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -70282.91 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 277 members 
Entering Unmasked Estep 
Score: -68797.992188 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -68797.99 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69154.281250 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -69154.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69236.554688 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -69236.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69294.609375 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -69294.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69362.414062 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -69362.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69390.695312 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -69390.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69414.226562 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -69414.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69421.546875 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -69421.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69425.015625 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -69425.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69428.882812 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -69428.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69431.929688 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -69431.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69435.031250 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -69435.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69436.945312 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -69436.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69436.945312 Penalty: 3163.699219
	Iteration 13F: 3 clusters Score -69436.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Entering Unmasked Estep 
Score: -2630757.750000 Penalty: 2457.449951
	Iteration 0F: 2 clusters Score -2630758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2616555.500000 Penalty: 4914.899902
	Iteration 0F: 3 clusters Score -2616556 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2621237.250000 Penalty: 4914.899902
	Iteration 1F: 3 clusters Score -2621237 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2621628.250000 Penalty: 4914.899902
	Iteration 2F: 3 clusters Score -2621628 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2621937.750000 Penalty: 4914.899902
	Iteration 3Q: 3 clusters Score -2621938 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2622181.000000 Penalty: 4914.899902
	Iteration 4Q: 3 clusters Score -2622181 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2622421.750000 Penalty: 4914.899902
	Iteration 5Q: 3 clusters Score -2622422 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2622636.500000 Penalty: 4914.899902
	Iteration 6Q: 3 clusters Score -2622636 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2622906.250000 Penalty: 4914.899902
	Iteration 7Q: 3 clusters Score -2622906 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2623230.000000 Penalty: 4914.899902
	Iteration 8Q: 3 clusters Score -2623230 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2623619.250000 Penalty: 4914.899902
	Iteration 9Q: 3 clusters Score -2623619 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2624077.500000 Penalty: 4914.899902
	Iteration 10Q: 3 clusters Score -2624078 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2624594.750000 Penalty: 4914.899902
	Iteration 11Q: 3 clusters Score -2624595 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2625131.750000 Penalty: 4914.899902
	Iteration 12Q: 3 clusters Score -2625132 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2625664.750000 Penalty: 4914.899902
	Iteration 13Q: 3 clusters Score -2625665 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2626165.500000 Penalty: 4914.899902
	Iteration 14Q: 3 clusters Score -2626166 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2626575.750000 Penalty: 4914.899902
	Iteration 15Q: 3 clusters Score -2626576 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2626896.500000 Penalty: 4914.899902
	Iteration 16Q: 3 clusters Score -2626896 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2627148.000000 Penalty: 4914.899902
	Iteration 17Q: 3 clusters Score -2627148 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2627301.250000 Penalty: 4914.899902
	Iteration 18Q: 3 clusters Score -2627301 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2627418.750000 Penalty: 4914.899902
	Iteration 19Q: 3 clusters Score -2627419 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2627511.500000 Penalty: 4914.899902
	Iteration 20F: 3 clusters Score -2627512 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2627618.500000 Penalty: 4914.899902
	Iteration 21Q: 3 clusters Score -2627618 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2627718.000000 Penalty: 4914.899902
	Iteration 22Q: 3 clusters Score -2627718 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2627798.750000 Penalty: 4914.899902
	Iteration 23Q: 3 clusters Score -2627799 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2627859.750000 Penalty: 4914.899902
	Iteration 24Q: 3 clusters Score -2627860 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2627916.000000 Penalty: 4914.899902
	Iteration 25Q: 3 clusters Score -2627916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2628001.750000 Penalty: 4914.899902
	Iteration 26Q: 3 clusters Score -2628002 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2628062.750000 Penalty: 4914.899902
	Iteration 27Q: 3 clusters Score -2628063 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2628115.750000 Penalty: 4914.899902
	Iteration 28Q: 3 clusters Score -2628116 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2628169.750000 Penalty: 4914.899902
	Iteration 29Q: 3 clusters Score -2628170 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2628217.250000 Penalty: 4914.899902
	Iteration 30Q: 3 clusters Score -2628217 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2628285.000000 Penalty: 4914.899902
	Iteration 31Q: 3 clusters Score -2628285 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2628335.000000 Penalty: 4914.899902
	Iteration 32Q: 3 clusters Score -2628335 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2628383.250000 Penalty: 4914.899902
	Iteration 33Q: 3 clusters Score -2628383 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2628422.000000 Penalty: 4914.899902
	Iteration 34Q: 3 clusters Score -2628422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2628452.500000 Penalty: 4914.899902
	Iteration 35Q: 3 clusters Score -2628452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2628485.000000 Penalty: 4914.899902
	Iteration 36Q: 3 clusters Score -2628485 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2628504.750000 Penalty: 4914.899902
	Iteration 37Q: 3 clusters Score -2628505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2628511.500000 Penalty: 4914.899902
	Iteration 38Q: 3 clusters Score -2628512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2628523.000000 Penalty: 4914.899902
	Iteration 39Q: 3 clusters Score -2628523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2628538.000000 Penalty: 4914.899902
	Iteration 40F: 3 clusters Score -2628538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2628559.500000 Penalty: 4914.899902
	Iteration 41Q: 3 clusters Score -2628560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2628577.250000 Penalty: 4914.899902
	Iteration 42Q: 3 clusters Score -2628577 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2628609.750000 Penalty: 4914.899902
	Iteration 43Q: 3 clusters Score -2628610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2628622.500000 Penalty: 4914.899902
	Iteration 44Q: 3 clusters Score -2628622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2628639.250000 Penalty: 4914.899902
	Iteration 45Q: 3 clusters Score -2628639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2628657.000000 Penalty: 4914.899902
	Iteration 46Q: 3 clusters Score -2628657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2628666.500000 Penalty: 4914.899902
	Iteration 47Q: 3 clusters Score -2628666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2628673.500000 Penalty: 4914.899902
	Iteration 48Q: 3 clusters Score -2628674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2628683.500000 Penalty: 4914.899902
	Iteration 49Q: 3 clusters Score -2628684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2628692.750000 Penalty: 4914.899902
	Iteration 50Q: 3 clusters Score -2628693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2628704.250000 Penalty: 4914.899902
	Iteration 51Q: 3 clusters Score -2628704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2628708.500000 Penalty: 4914.899902
	Iteration 52Q: 3 clusters Score -2628708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2628717.250000 Penalty: 4914.899902
	Iteration 53Q: 3 clusters Score -2628717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2628726.000000 Penalty: 4914.899902
	Iteration 54Q: 3 clusters Score -2628726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2628729.000000 Penalty: 4914.899902
	Iteration 55Q: 3 clusters Score -2628729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2628740.250000 Penalty: 4914.899902
	Iteration 56Q: 3 clusters Score -2628740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2628743.000000 Penalty: 4914.899902
	Iteration 57Q: 3 clusters Score -2628743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2628743.250000 Penalty: 4914.899902
	Iteration 58Q: 3 clusters Score -2628743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2628745.000000 Penalty: 4914.899902
	Iteration 59Q: 3 clusters Score -2628745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2628752.250000 Penalty: 4914.899902
	Iteration 60F: 3 clusters Score -2628752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2628754.500000 Penalty: 4914.899902
	Iteration 61Q: 3 clusters Score -2628754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2628761.750000 Penalty: 4914.899902
	Iteration 62Q: 3 clusters Score -2628762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2628762.500000 Penalty: 4914.899902
	Iteration 63Q: 3 clusters Score -2628762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2628766.750000 Penalty: 4914.899902
	Iteration 64Q: 3 clusters Score -2628767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2628765.250000 Penalty: 4914.899902
	Iteration 65Q: 3 clusters Score -2628765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2628766.000000 Penalty: 4914.899902
	Iteration 66Q: 3 clusters Score -2628766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2628771.750000 Penalty: 4914.899902
	Iteration 67Q: 3 clusters Score -2628772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2628770.500000 Penalty: 4914.899902
	Iteration 68Q: 3 clusters Score -2628770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2628770.500000 Penalty: 4914.899902
	Iteration 69F: 3 clusters Score -2628770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Entering Unmasked Estep 
Score: -2038556.500000 Penalty: 2395.762451
	Iteration 0F: 2 clusters Score -2038556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2027311.625000 Penalty: 4791.524902
	Iteration 0F: 3 clusters Score -2027312 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2030795.500000 Penalty: 4791.524902
	Iteration 1F: 3 clusters Score -2030796 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2031103.250000 Penalty: 4791.524902
	Iteration 2F: 3 clusters Score -2031103 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2031316.750000 Penalty: 4791.524902
	Iteration 3Q: 3 clusters Score -2031317 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2031482.500000 Penalty: 4791.524902
	Iteration 4Q: 3 clusters Score -2031482 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2031630.250000 Penalty: 4791.524902
	Iteration 5Q: 3 clusters Score -2031630 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2031780.625000 Penalty: 4791.524902
	Iteration 6Q: 3 clusters Score -2031781 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2031948.375000 Penalty: 4791.524902
	Iteration 7Q: 3 clusters Score -2031948 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2032137.750000 Penalty: 4791.524902
	Iteration 8Q: 3 clusters Score -2032138 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2032362.250000 Penalty: 4791.524902
	Iteration 9Q: 3 clusters Score -2032362 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2032646.000000 Penalty: 4791.524902
	Iteration 10Q: 3 clusters Score -2032646 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2033007.000000 Penalty: 4791.524902
	Iteration 11Q: 3 clusters Score -2033007 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2033481.625000 Penalty: 4791.524902
	Iteration 12Q: 3 clusters Score -2033482 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2034012.625000 Penalty: 4791.524902
	Iteration 13Q: 3 clusters Score -2034013 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2034592.875000 Penalty: 4791.524902
	Iteration 14Q: 3 clusters Score -2034593 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2035197.000000 Penalty: 4791.524902
	Iteration 15Q: 3 clusters Score -2035197 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2035611.750000 Penalty: 4791.524902
	Iteration 16Q: 3 clusters Score -2035612 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2035898.500000 Penalty: 4791.524902
	Iteration 17Q: 3 clusters Score -2035898 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2036106.125000 Penalty: 4791.524902
	Iteration 18Q: 3 clusters Score -2036106 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2036248.875000 Penalty: 4791.524902
	Iteration 19Q: 3 clusters Score -2036249 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2036357.250000 Penalty: 4791.524902
	Iteration 20F: 3 clusters Score -2036357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2036427.000000 Penalty: 4791.524902
	Iteration 21Q: 3 clusters Score -2036427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2036496.750000 Penalty: 4791.524902
	Iteration 22Q: 3 clusters Score -2036497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2036540.500000 Penalty: 4791.524902
	Iteration 23Q: 3 clusters Score -2036540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2036565.250000 Penalty: 4791.524902
	Iteration 24Q: 3 clusters Score -2036565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2036578.625000 Penalty: 4791.524902
	Iteration 25Q: 3 clusters Score -2036579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2036594.375000 Penalty: 4791.524902
	Iteration 26Q: 3 clusters Score -2036594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2036608.000000 Penalty: 4791.524902
	Iteration 27Q: 3 clusters Score -2036608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2036616.750000 Penalty: 4791.524902
	Iteration 28Q: 3 clusters Score -2036617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2036625.250000 Penalty: 4791.524902
	Iteration 29Q: 3 clusters Score -2036625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2036632.875000 Penalty: 4791.524902
	Iteration 30Q: 3 clusters Score -2036633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2036634.000000 Penalty: 4791.524902
	Iteration 31Q: 3 clusters Score -2036634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2036634.000000 Penalty: 4791.524902
	Iteration 32F: 3 clusters Score -2036634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28142.039062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28142.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26954.179688 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -26954.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27053.732422 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27053.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27091.751953 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -27091.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27103.337891 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27103.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27105.849609 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -27105.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27105.849609 Penalty: 2767.546143
	Iteration 5F: 3 clusters Score -27105.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Entering Unmasked Estep 
Score: -5488795.500000 Penalty: 2640.878906
	Iteration 0F: 2 clusters Score -5488796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5460392.500000 Penalty: 5281.757812
	Iteration 0F: 3 clusters Score -5460392 nChanged 19246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5471048.500000 Penalty: 5281.757812
	Iteration 1F: 3 clusters Score -5471048 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -5471581.000000 Penalty: 5281.757812
	Iteration 2Q: 3 clusters Score -5471581 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -5472008.000000 Penalty: 5281.757812
	Iteration 3Q: 3 clusters Score -5472008 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -5472410.500000 Penalty: 5281.757812
	Iteration 4Q: 3 clusters Score -5472410 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -5472849.500000 Penalty: 5281.757812
	Iteration 5Q: 3 clusters Score -5472850 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5473250.500000 Penalty: 5281.757812
	Iteration 6Q: 3 clusters Score -5473250 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -5473760.000000 Penalty: 5281.757812
	Iteration 7Q: 3 clusters Score -5473760 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -5474426.000000 Penalty: 5281.757812
	Iteration 8Q: 3 clusters Score -5474426 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -5475197.000000 Penalty: 5281.757812
	Iteration 9Q: 3 clusters Score -5475197 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -5476275.500000 Penalty: 5281.757812
	Iteration 10Q: 3 clusters Score -5476276 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -5477584.000000 Penalty: 5281.757812
	Iteration 11F: 3 clusters Score -5477584 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -5479168.500000 Penalty: 5281.757812
	Iteration 12F: 3 clusters Score -5479168 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -5480947.000000 Penalty: 5281.757812
	Iteration 13F: 3 clusters Score -5480947 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -5482554.500000 Penalty: 5281.757812
	Iteration 14Q: 3 clusters Score -5482554 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5483768.500000 Penalty: 5281.757812
	Iteration 15Q: 3 clusters Score -5483768 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -5484679.500000 Penalty: 5281.757812
	Iteration 16Q: 3 clusters Score -5484680 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5485329.000000 Penalty: 5281.757812
	Iteration 17Q: 3 clusters Score -5485329 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -5485767.000000 Penalty: 5281.757812
	Iteration 18Q: 3 clusters Score -5485767 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -5485989.500000 Penalty: 5281.757812
	Iteration 19Q: 3 clusters Score -5485990 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5486128.500000 Penalty: 5281.757812
	Iteration 20F: 3 clusters Score -5486128 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -5486238.000000 Penalty: 5281.757812
	Iteration 21Q: 3 clusters Score -5486238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5486319.000000 Penalty: 5281.757812
	Iteration 22Q: 3 clusters Score -5486319 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -5486349.500000 Penalty: 5281.757812
	Iteration 23Q: 3 clusters Score -5486350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5486394.000000 Penalty: 5281.757812
	Iteration 24Q: 3 clusters Score -5486394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5486430.000000 Penalty: 5281.757812
	Iteration 25Q: 3 clusters Score -5486430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5486451.500000 Penalty: 5281.757812
	Iteration 26Q: 3 clusters Score -5486452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5486468.500000 Penalty: 5281.757812
	Iteration 27Q: 3 clusters Score -5486468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -5486480.000000 Penalty: 5281.757812
	Iteration 28Q: 3 clusters Score -5486480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -5486486.000000 Penalty: 5281.757812
	Iteration 29Q: 3 clusters Score -5486486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5486500.000000 Penalty: 5281.757812
	Iteration 30Q: 3 clusters Score -5486500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5486509.000000 Penalty: 5281.757812
	Iteration 31Q: 3 clusters Score -5486509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5486510.000000 Penalty: 5281.757812
	Iteration 32Q: 3 clusters Score -5486510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5486510.500000 Penalty: 5281.757812
	Iteration 33Q: 3 clusters Score -5486510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5486511.500000 Penalty: 5281.757812
	Iteration 34Q: 3 clusters Score -5486512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5486511.500000 Penalty: 5281.757812
	Iteration 35F: 3 clusters Score -5486512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Entering Unmasked Estep 
Score: -2701878.750000 Penalty: 2466.387207
	Iteration 0F: 2 clusters Score -2701879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2687272.500000 Penalty: 4932.774414
	Iteration 0F: 3 clusters Score -2687272 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2692256.250000 Penalty: 4932.774414
	Iteration 1F: 3 clusters Score -2692256 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2692790.250000 Penalty: 4932.774414
	Iteration 2F: 3 clusters Score -2692790 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2693321.500000 Penalty: 4932.774414
	Iteration 3F: 3 clusters Score -2693322 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2693951.500000 Penalty: 4932.774414
	Iteration 4F: 3 clusters Score -2693952 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2694840.500000 Penalty: 4932.774414
	Iteration 5F: 3 clusters Score -2694840 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2696183.750000 Penalty: 4932.774414
	Iteration 6F: 3 clusters Score -2696184 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2697740.500000 Penalty: 4932.774414
	Iteration 7F: 3 clusters Score -2697740 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2699072.750000 Penalty: 4932.774414
	Iteration 8F: 3 clusters Score -2699073 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2699959.250000 Penalty: 4932.774414
	Iteration 9F: 3 clusters Score -2699959 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2700582.000000 Penalty: 4932.774414
	Iteration 10Q: 3 clusters Score -2700582 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2701028.750000 Penalty: 4932.774414
	Iteration 11Q: 3 clusters Score -2701029 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2701410.500000 Penalty: 4932.774414
	Iteration 12Q: 3 clusters Score -2701410 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2701733.250000 Penalty: 4932.774414
	Iteration 13Q: 3 clusters Score -2701733 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2701952.750000 Penalty: 4932.774414
	Iteration 14Q: 3 clusters Score -2701953 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2702133.500000 Penalty: 4932.774414
	Iteration 15Q: 3 clusters Score -2702134 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2702272.250000 Penalty: 4932.774414
	Iteration 16Q: 3 clusters Score -2702272 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2702362.250000 Penalty: 4932.774414
	Iteration 17Q: 3 clusters Score -2702362 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2702427.750000 Penalty: 4932.774414
	Iteration 18Q: 3 clusters Score -2702428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2702460.750000 Penalty: 4932.774414
	Iteration 19Q: 3 clusters Score -2702461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2702477.500000 Penalty: 4932.774414
	Iteration 20F: 3 clusters Score -2702478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2702497.750000 Penalty: 4932.774414
	Iteration 21Q: 3 clusters Score -2702498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2702512.000000 Penalty: 4932.774414
	Iteration 22Q: 3 clusters Score -2702512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2702526.750000 Penalty: 4932.774414
	Iteration 23Q: 3 clusters Score -2702527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2702542.750000 Penalty: 4932.774414
	Iteration 24Q: 3 clusters Score -2702543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2702540.250000 Penalty: 4932.774414
	Iteration 25Q: 3 clusters Score -2702540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2702535.500000 Penalty: 4932.774414
	Iteration 26Q: 3 clusters Score -2702536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2702541.750000 Penalty: 4932.774414
	Iteration 27Q: 3 clusters Score -2702542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2702543.500000 Penalty: 4932.774414
	Iteration 28Q: 3 clusters Score -2702544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2702540.500000 Penalty: 4932.774414
	Iteration 29Q: 3 clusters Score -2702540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2702544.000000 Penalty: 4932.774414
	Iteration 30Q: 3 clusters Score -2702544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2702540.000000 Penalty: 4932.774414
	Iteration 31Q: 3 clusters Score -2702540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2702536.750000 Penalty: 4932.774414
	Iteration 32Q: 3 clusters Score -2702537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2702534.750000 Penalty: 4932.774414
	Iteration 33Q: 3 clusters Score -2702535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2702538.750000 Penalty: 4932.774414
	Iteration 34Q: 3 clusters Score -2702539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2702537.250000 Penalty: 4932.774414
	Iteration 35Q: 3 clusters Score -2702537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2702538.500000 Penalty: 4932.774414
	Iteration 36Q: 3 clusters Score -2702538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2702541.750000 Penalty: 4932.774414
	Iteration 37Q: 3 clusters Score -2702542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2702541.750000 Penalty: 4932.774414
	Iteration 38F: 3 clusters Score -2702542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18872 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 15683 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 15693 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148137 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3289 members 
Mstep: Class 20 contains 5157 members 
Entering Unmasked Estep 
Score: -42902156.000000 Penalty: 63116.312500
Splitting cluster 13 changes total score from -42902136.000000 to -42902156.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (10096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Entering Unmasked Estep 
Score: -1312238.375000 Penalty: 2286.533691
	Iteration 0F: 2 clusters Score -1312238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1304517.250000 Penalty: 4573.067383
	Iteration 0F: 3 clusters Score -1304517 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1306751.375000 Penalty: 4573.067383
	Iteration 1F: 3 clusters Score -1306751 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1306995.375000 Penalty: 4573.067383
	Iteration 2F: 3 clusters Score -1306995 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1307184.125000 Penalty: 4573.067383
	Iteration 3Q: 3 clusters Score -1307184 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1307394.250000 Penalty: 4573.067383
	Iteration 4Q: 3 clusters Score -1307394 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1307614.750000 Penalty: 4573.067383
	Iteration 5Q: 3 clusters Score -1307615 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1307884.625000 Penalty: 4573.067383
	Iteration 6Q: 3 clusters Score -1307885 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1308182.750000 Penalty: 4573.067383
	Iteration 7Q: 3 clusters Score -1308183 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1308530.000000 Penalty: 4573.067383
	Iteration 8Q: 3 clusters Score -1308530 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1308938.250000 Penalty: 4573.067383
	Iteration 9F: 3 clusters Score -1308938 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1309325.125000 Penalty: 4573.067383
	Iteration 10F: 3 clusters Score -1309325 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1309638.875000 Penalty: 4573.067383
	Iteration 11Q: 3 clusters Score -1309639 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1309874.250000 Penalty: 4573.067383
	Iteration 12Q: 3 clusters Score -1309874 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1310027.375000 Penalty: 4573.067383
	Iteration 13Q: 3 clusters Score -1310027 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1310135.375000 Penalty: 4573.067383
	Iteration 14Q: 3 clusters Score -1310135 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1310212.625000 Penalty: 4573.067383
	Iteration 15Q: 3 clusters Score -1310213 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1310261.250000 Penalty: 4573.067383
	Iteration 16Q: 3 clusters Score -1310261 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1310311.500000 Penalty: 4573.067383
	Iteration 17Q: 3 clusters Score -1310312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1310344.125000 Penalty: 4573.067383
	Iteration 18Q: 3 clusters Score -1310344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1310362.875000 Penalty: 4573.067383
	Iteration 19Q: 3 clusters Score -1310363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1310379.625000 Penalty: 4573.067383
	Iteration 20F: 3 clusters Score -1310380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1310397.125000 Penalty: 4573.067383
	Iteration 21Q: 3 clusters Score -1310397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1310410.750000 Penalty: 4573.067383
	Iteration 22Q: 3 clusters Score -1310411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1310420.500000 Penalty: 4573.067383
	Iteration 23Q: 3 clusters Score -1310420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1310432.125000 Penalty: 4573.067383
	Iteration 24Q: 3 clusters Score -1310432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1310444.125000 Penalty: 4573.067383
	Iteration 25Q: 3 clusters Score -1310444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1310446.250000 Penalty: 4573.067383
	Iteration 26Q: 3 clusters Score -1310446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1310453.250000 Penalty: 4573.067383
	Iteration 27Q: 3 clusters Score -1310453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1310458.625000 Penalty: 4573.067383
	Iteration 28Q: 3 clusters Score -1310459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1310461.750000 Penalty: 4573.067383
	Iteration 29Q: 3 clusters Score -1310462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1310467.625000 Penalty: 4573.067383
	Iteration 30Q: 3 clusters Score -1310468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1310472.625000 Penalty: 4573.067383
	Iteration 31Q: 3 clusters Score -1310473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1310472.625000 Penalty: 4573.067383
	Iteration 32Q: 3 clusters Score -1310473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1310477.625000 Penalty: 4573.067383
	Iteration 33Q: 3 clusters Score -1310478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1310482.000000 Penalty: 4573.067383
	Iteration 34Q: 3 clusters Score -1310482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1310484.375000 Penalty: 4573.067383
	Iteration 35Q: 3 clusters Score -1310484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1310484.125000 Penalty: 4573.067383
	Iteration 36Q: 3 clusters Score -1310484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1310487.000000 Penalty: 4573.067383
	Iteration 37Q: 3 clusters Score -1310487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1310487.250000 Penalty: 4573.067383
	Iteration 38Q: 3 clusters Score -1310487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1310487.000000 Penalty: 4573.067383
	Iteration 39Q: 3 clusters Score -1310487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1310487.750000 Penalty: 4573.067383
	Iteration 40F: 3 clusters Score -1310488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1310489.375000 Penalty: 4573.067383
	Iteration 41Q: 3 clusters Score -1310489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1310489.125000 Penalty: 4573.067383
	Iteration 42Q: 3 clusters Score -1310489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1310490.875000 Penalty: 4573.067383
	Iteration 43Q: 3 clusters Score -1310491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1310489.875000 Penalty: 4573.067383
	Iteration 44Q: 3 clusters Score -1310490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1310489.875000 Penalty: 4573.067383
	Iteration 45F: 3 clusters Score -1310490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (148137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148137 members 
Entering Unmasked Estep 
Score: -19424054.000000 Penalty: 2952.661377
	Iteration 0F: 2 clusters Score -1.942405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -19325784.000000 Penalty: 5905.322754
	Iteration 0F: 3 clusters Score -1.932578e+07 nChanged 70897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -19367290.000000 Penalty: 5905.322754
	Iteration 1F: 3 clusters Score -1.936729e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -19368946.000000 Penalty: 5905.322754
	Iteration 2Q: 3 clusters Score -1.936895e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -19371406.000000 Penalty: 5905.322754
	Iteration 3Q: 3 clusters Score -1.937141e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -19374732.000000 Penalty: 5905.322754
	Iteration 4Q: 3 clusters Score -1.937473e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -19379460.000000 Penalty: 5905.322754
	Iteration 5F: 3 clusters Score -1.937946e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -19385380.000000 Penalty: 5905.322754
	Iteration 6F: 3 clusters Score -1.938538e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -19392794.000000 Penalty: 5905.322754
	Iteration 7F: 3 clusters Score -1.939279e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -19401936.000000 Penalty: 5905.322754
	Iteration 8F: 3 clusters Score -1.940194e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 107316 members 
Entering Unmasked Estep 
Score: -19410220.000000 Penalty: 5905.322754
	Iteration 9F: 3 clusters Score -1.941022e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 110197 members 
Entering Unmasked Estep 
Score: -19416024.000000 Penalty: 5905.322754
	Iteration 10Q: 3 clusters Score -1.941602e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -19419454.000000 Penalty: 5905.322754
	Iteration 11Q: 3 clusters Score -1.941945e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -19421042.000000 Penalty: 5905.322754
	Iteration 12Q: 3 clusters Score -1.942104e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 113018 members 
Entering Unmasked Estep 
Score: -19421830.000000 Penalty: 5905.322754
	Iteration 13Q: 3 clusters Score -1.942183e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 112987 members 
Entering Unmasked Estep 
Score: -19422288.000000 Penalty: 5905.322754
	Iteration 14Q: 3 clusters Score -1.942229e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 112838 members 
Entering Unmasked Estep 
Score: -19422472.000000 Penalty: 5905.322754
	Iteration 15Q: 3 clusters Score -1.942247e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 112667 members 
Entering Unmasked Estep 
Score: -19422612.000000 Penalty: 5905.322754
	Iteration 16Q: 3 clusters Score -1.942261e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 112491 members 
Entering Unmasked Estep 
Score: -19422722.000000 Penalty: 5905.322754
	Iteration 17Q: 3 clusters Score -1.942272e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 112294 members 
Entering Unmasked Estep 
Score: -19422740.000000 Penalty: 5905.322754
	Iteration 18Q: 3 clusters Score -1.942274e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 112127 members 
Entering Unmasked Estep 
Score: -19422778.000000 Penalty: 5905.322754
	Iteration 19Q: 3 clusters Score -1.942278e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 111995 members 
Entering Unmasked Estep 
Score: -19422788.000000 Penalty: 5905.322754
	Iteration 20F: 3 clusters Score -1.942279e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 111861 members 
Entering Unmasked Estep 
Score: -19422834.000000 Penalty: 5905.322754
	Iteration 21Q: 3 clusters Score -1.942283e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 111714 members 
Entering Unmasked Estep 
Score: -19422844.000000 Penalty: 5905.322754
	Iteration 22Q: 3 clusters Score -1.942284e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 111590 members 
Entering Unmasked Estep 
Score: -19422856.000000 Penalty: 5905.322754
	Iteration 23Q: 3 clusters Score -1.942286e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 111499 members 
Entering Unmasked Estep 
Score: -19422892.000000 Penalty: 5905.322754
	Iteration 24Q: 3 clusters Score -1.942289e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -19422872.000000 Penalty: 5905.322754
	Iteration 25Q: 3 clusters Score -1.942287e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
Score: -19422894.000000 Penalty: 5905.322754
	Iteration 26Q: 3 clusters Score -1.942289e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -19422914.000000 Penalty: 5905.322754
	Iteration 27Q: 3 clusters Score -1.942291e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 111175 members 
Entering Unmasked Estep 
Score: -19422906.000000 Penalty: 5905.322754
	Iteration 28Q: 3 clusters Score -1.942291e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -19422902.000000 Penalty: 5905.322754
	Iteration 29Q: 3 clusters Score -1.94229e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -19422908.000000 Penalty: 5905.322754
	Iteration 30Q: 3 clusters Score -1.942291e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
Score: -19422870.000000 Penalty: 5905.322754
	Iteration 31Q: 3 clusters Score -1.942287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -19422880.000000 Penalty: 5905.322754
	Iteration 32Q: 3 clusters Score -1.942288e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 110935 members 
Entering Unmasked Estep 
Score: -19422878.000000 Penalty: 5905.322754
	Iteration 33Q: 3 clusters Score -1.942288e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -19422844.000000 Penalty: 5905.322754
	Iteration 34Q: 3 clusters Score -1.942284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 110871 members 
Entering Unmasked Estep 
Score: -19422846.000000 Penalty: 5905.322754
	Iteration 35Q: 3 clusters Score -1.942285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -19422866.000000 Penalty: 5905.322754
	Iteration 36Q: 3 clusters Score -1.942287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -19422886.000000 Penalty: 5905.322754
	Iteration 37Q: 3 clusters Score -1.942289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -19422878.000000 Penalty: 5905.322754
	Iteration 38Q: 3 clusters Score -1.942288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 110806 members 
Entering Unmasked Estep 
Score: -19422884.000000 Penalty: 5905.322754
	Iteration 39Q: 3 clusters Score -1.942288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -19422870.000000 Penalty: 5905.322754
	Iteration 40F: 3 clusters Score -1.942287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -19422864.000000 Penalty: 5905.322754
	Iteration 41Q: 3 clusters Score -1.942286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -19422870.000000 Penalty: 5905.322754
	Iteration 42Q: 3 clusters Score -1.942287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -19422874.000000 Penalty: 5905.322754
	Iteration 43Q: 3 clusters Score -1.942287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -19422872.000000 Penalty: 5905.322754
	Iteration 44Q: 3 clusters Score -1.942287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 110765 members 
Entering Unmasked Estep 
Score: -19422866.000000 Penalty: 5905.322754
	Iteration 45Q: 3 clusters Score -1.942287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 110765 members 
Entering Unmasked Estep 
Score: -19422866.000000 Penalty: 5905.322754
	Iteration 46F: 3 clusters Score -1.942287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -485837.656250 Penalty: 2044.399292
	Iteration 0F: 2 clusters Score -485837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -482075.500000 Penalty: 4088.798584
	Iteration 0F: 3 clusters Score -482075.5 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -482964.250000 Penalty: 4088.798584
	Iteration 1F: 3 clusters Score -482964.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -483179.843750 Penalty: 4088.798584
	Iteration 2F: 3 clusters Score -483179.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -483309.156250 Penalty: 4088.798584
	Iteration 3F: 3 clusters Score -483309.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -483399.281250 Penalty: 4088.798584
	Iteration 4Q: 3 clusters Score -483399.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -483459.500000 Penalty: 4088.798584
	Iteration 5Q: 3 clusters Score -483459.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -483518.281250 Penalty: 4088.798584
	Iteration 6Q: 3 clusters Score -483518.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -483566.750000 Penalty: 4088.798584
	Iteration 7Q: 3 clusters Score -483566.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -483618.781250 Penalty: 4088.798584
	Iteration 8Q: 3 clusters Score -483618.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -483665.281250 Penalty: 4088.798584
	Iteration 9Q: 3 clusters Score -483665.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -483705.625000 Penalty: 4088.798584
	Iteration 10Q: 3 clusters Score -483705.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -483746.906250 Penalty: 4088.798584
	Iteration 11Q: 3 clusters Score -483746.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -483780.656250 Penalty: 4088.798584
	Iteration 12Q: 3 clusters Score -483780.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -483805.312500 Penalty: 4088.798584
	Iteration 13Q: 3 clusters Score -483805.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -483828.000000 Penalty: 4088.798584
	Iteration 14Q: 3 clusters Score -483828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -483852.843750 Penalty: 4088.798584
	Iteration 15Q: 3 clusters Score -483852.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -483885.093750 Penalty: 4088.798584
	Iteration 16Q: 3 clusters Score -483885.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -483903.218750 Penalty: 4088.798584
	Iteration 17Q: 3 clusters Score -483903.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -483922.406250 Penalty: 4088.798584
	Iteration 18Q: 3 clusters Score -483922.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -483947.406250 Penalty: 4088.798584
	Iteration 19Q: 3 clusters Score -483947.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -483968.531250 Penalty: 4088.798584
	Iteration 20F: 3 clusters Score -483968.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -483986.375000 Penalty: 4088.798584
	Iteration 21Q: 3 clusters Score -483986.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -483999.718750 Penalty: 4088.798584
	Iteration 22Q: 3 clusters Score -483999.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -484012.562500 Penalty: 4088.798584
	Iteration 23Q: 3 clusters Score -484012.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -484024.875000 Penalty: 4088.798584
	Iteration 24Q: 3 clusters Score -484024.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -484034.375000 Penalty: 4088.798584
	Iteration 25Q: 3 clusters Score -484034.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -484046.125000 Penalty: 4088.798584
	Iteration 26Q: 3 clusters Score -484046.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -484054.500000 Penalty: 4088.798584
	Iteration 27Q: 3 clusters Score -484054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -484061.125000 Penalty: 4088.798584
	Iteration 28Q: 3 clusters Score -484061.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -484064.968750 Penalty: 4088.798584
	Iteration 29Q: 3 clusters Score -484065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -484066.000000 Penalty: 4088.798584
	Iteration 30Q: 3 clusters Score -484066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -484067.281250 Penalty: 4088.798584
	Iteration 31Q: 3 clusters Score -484067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -484068.875000 Penalty: 4088.798584
	Iteration 32Q: 3 clusters Score -484068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -484069.000000 Penalty: 4088.798584
	Iteration 33Q: 3 clusters Score -484069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -484069.093750 Penalty: 4088.798584
	Iteration 34Q: 3 clusters Score -484069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -484069.437500 Penalty: 4088.798584
	Iteration 35Q: 3 clusters Score -484069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -484069.437500 Penalty: 4088.798584
	Iteration 36F: 3 clusters Score -484069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -1053155.875000 Penalty: 2233.005371
	Iteration 0F: 2 clusters Score -1053156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1046631.500000 Penalty: 4466.010742
	Iteration 0F: 3 clusters Score -1046632 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1048350.437500 Penalty: 4466.010742
	Iteration 1F: 3 clusters Score -1048350 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1048681.750000 Penalty: 4466.010742
	Iteration 2F: 3 clusters Score -1048682 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1048903.250000 Penalty: 4466.010742
	Iteration 3F: 3 clusters Score -1048903 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1049084.125000 Penalty: 4466.010742
	Iteration 4Q: 3 clusters Score -1049084 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1049241.500000 Penalty: 4466.010742
	Iteration 5Q: 3 clusters Score -1049242 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1049385.625000 Penalty: 4466.010742
	Iteration 6Q: 3 clusters Score -1049386 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1049531.500000 Penalty: 4466.010742
	Iteration 7Q: 3 clusters Score -1049532 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1049666.125000 Penalty: 4466.010742
	Iteration 8Q: 3 clusters Score -1049666 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1049810.500000 Penalty: 4466.010742
	Iteration 9Q: 3 clusters Score -1049810 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1049954.750000 Penalty: 4466.010742
	Iteration 10Q: 3 clusters Score -1049955 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1050084.750000 Penalty: 4466.010742
	Iteration 11Q: 3 clusters Score -1050085 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1050208.000000 Penalty: 4466.010742
	Iteration 12Q: 3 clusters Score -1050208 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1050351.750000 Penalty: 4466.010742
	Iteration 13Q: 3 clusters Score -1050352 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1050501.875000 Penalty: 4466.010742
	Iteration 14Q: 3 clusters Score -1050502 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1050638.875000 Penalty: 4466.010742
	Iteration 15Q: 3 clusters Score -1050639 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1050773.125000 Penalty: 4466.010742
	Iteration 16Q: 3 clusters Score -1050773 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1050866.375000 Penalty: 4466.010742
	Iteration 17Q: 3 clusters Score -1050866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1050946.875000 Penalty: 4466.010742
	Iteration 18Q: 3 clusters Score -1050947 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1051036.750000 Penalty: 4466.010742
	Iteration 19Q: 3 clusters Score -1051037 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1051110.500000 Penalty: 4466.010742
	Iteration 20F: 3 clusters Score -1051110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1051174.375000 Penalty: 4466.010742
	Iteration 21Q: 3 clusters Score -1051174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1051229.375000 Penalty: 4466.010742
	Iteration 22Q: 3 clusters Score -1051229 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1051283.500000 Penalty: 4466.010742
	Iteration 23Q: 3 clusters Score -1051284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1051336.875000 Penalty: 4466.010742
	Iteration 24Q: 3 clusters Score -1051337 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1051381.500000 Penalty: 4466.010742
	Iteration 25Q: 3 clusters Score -1051382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1051417.750000 Penalty: 4466.010742
	Iteration 26Q: 3 clusters Score -1051418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1051460.125000 Penalty: 4466.010742
	Iteration 27Q: 3 clusters Score -1051460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1051504.125000 Penalty: 4466.010742
	Iteration 28Q: 3 clusters Score -1051504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1051552.750000 Penalty: 4466.010742
	Iteration 29Q: 3 clusters Score -1051553 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1051600.250000 Penalty: 4466.010742
	Iteration 30Q: 3 clusters Score -1051600 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1051640.125000 Penalty: 4466.010742
	Iteration 31Q: 3 clusters Score -1051640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1051675.750000 Penalty: 4466.010742
	Iteration 32Q: 3 clusters Score -1051676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1051713.625000 Penalty: 4466.010742
	Iteration 33Q: 3 clusters Score -1051714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1051744.375000 Penalty: 4466.010742
	Iteration 34Q: 3 clusters Score -1051744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1051770.500000 Penalty: 4466.010742
	Iteration 35Q: 3 clusters Score -1051770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1051785.625000 Penalty: 4466.010742
	Iteration 36Q: 3 clusters Score -1051786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1051805.500000 Penalty: 4466.010742
	Iteration 37Q: 3 clusters Score -1051806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1051824.125000 Penalty: 4466.010742
	Iteration 38Q: 3 clusters Score -1051824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1051837.875000 Penalty: 4466.010742
	Iteration 39Q: 3 clusters Score -1051838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1051844.375000 Penalty: 4466.010742
	Iteration 40F: 3 clusters Score -1051844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1051846.250000 Penalty: 4466.010742
	Iteration 41Q: 3 clusters Score -1051846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1051850.375000 Penalty: 4466.010742
	Iteration 42Q: 3 clusters Score -1051850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1051854.375000 Penalty: 4466.010742
	Iteration 43Q: 3 clusters Score -1051854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1051856.125000 Penalty: 4466.010742
	Iteration 44Q: 3 clusters Score -1051856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1051858.375000 Penalty: 4466.010742
	Iteration 45Q: 3 clusters Score -1051858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1051857.750000 Penalty: 4466.010742
	Iteration 46Q: 3 clusters Score -1051858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1051860.375000 Penalty: 4466.010742
	Iteration 47Q: 3 clusters Score -1051860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1051861.125000 Penalty: 4466.010742
	Iteration 48Q: 3 clusters Score -1051861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1051859.750000 Penalty: 4466.010742
	Iteration 49Q: 3 clusters Score -1051860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1051861.625000 Penalty: 4466.010742
	Iteration 50Q: 3 clusters Score -1051862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1051864.500000 Penalty: 4466.010742
	Iteration 51Q: 3 clusters Score -1051864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1051865.250000 Penalty: 4466.010742
	Iteration 52Q: 3 clusters Score -1051865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1051864.375000 Penalty: 4466.010742
	Iteration 53Q: 3 clusters Score -1051864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1051867.500000 Penalty: 4466.010742
	Iteration 54Q: 3 clusters Score -1051868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1051868.125000 Penalty: 4466.010742
	Iteration 55Q: 3 clusters Score -1051868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1051870.875000 Penalty: 4466.010742
	Iteration 56Q: 3 clusters Score -1051871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1051870.500000 Penalty: 4466.010742
	Iteration 57Q: 3 clusters Score -1051870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1051870.125000 Penalty: 4466.010742
	Iteration 58Q: 3 clusters Score -1051870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1051871.250000 Penalty: 4466.010742
	Iteration 59Q: 3 clusters Score -1051871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1051870.000000 Penalty: 4466.010742
	Iteration 60F: 3 clusters Score -1051870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1051870.625000 Penalty: 4466.010742
	Iteration 61Q: 3 clusters Score -1051871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1051870.875000 Penalty: 4466.010742
	Iteration 62Q: 3 clusters Score -1051871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1051868.375000 Penalty: 4466.010742
	Iteration 63Q: 3 clusters Score -1051868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1051868.250000 Penalty: 4466.010742
	Iteration 64Q: 3 clusters Score -1051868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1051868.250000 Penalty: 4466.010742
	Iteration 65F: 3 clusters Score -1051868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -644106.375000 Penalty: 2124.080322
	Iteration 0F: 2 clusters Score -644106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -639431.500000 Penalty: 4248.160645
	Iteration 0F: 3 clusters Score -639431.5 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -640610.687500 Penalty: 4248.160645
	Iteration 1F: 3 clusters Score -640610.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -640872.250000 Penalty: 4248.160645
	Iteration 2F: 3 clusters Score -640872.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -641093.062500 Penalty: 4248.160645
	Iteration 3F: 3 clusters Score -641093.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -641266.250000 Penalty: 4248.160645
	Iteration 4Q: 3 clusters Score -641266.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -641386.875000 Penalty: 4248.160645
	Iteration 5Q: 3 clusters Score -641386.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -641496.000000 Penalty: 4248.160645
	Iteration 6Q: 3 clusters Score -641496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -641609.625000 Penalty: 4248.160645
	Iteration 7Q: 3 clusters Score -641609.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -641707.687500 Penalty: 4248.160645
	Iteration 8Q: 3 clusters Score -641707.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -641772.125000 Penalty: 4248.160645
	Iteration 9Q: 3 clusters Score -641772.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -641827.500000 Penalty: 4248.160645
	Iteration 10Q: 3 clusters Score -641827.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -641881.375000 Penalty: 4248.160645
	Iteration 11Q: 3 clusters Score -641881.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -641933.375000 Penalty: 4248.160645
	Iteration 12Q: 3 clusters Score -641933.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -641978.187500 Penalty: 4248.160645
	Iteration 13Q: 3 clusters Score -641978.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -642011.125000 Penalty: 4248.160645
	Iteration 14Q: 3 clusters Score -642011.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -642035.625000 Penalty: 4248.160645
	Iteration 15Q: 3 clusters Score -642035.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -642055.875000 Penalty: 4248.160645
	Iteration 16Q: 3 clusters Score -642055.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -642076.875000 Penalty: 4248.160645
	Iteration 17Q: 3 clusters Score -642076.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -642104.562500 Penalty: 4248.160645
	Iteration 18Q: 3 clusters Score -642104.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -642128.625000 Penalty: 4248.160645
	Iteration 19Q: 3 clusters Score -642128.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -642146.000000 Penalty: 4248.160645
	Iteration 20F: 3 clusters Score -642146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -642155.875000 Penalty: 4248.160645
	Iteration 21Q: 3 clusters Score -642155.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -642165.562500 Penalty: 4248.160645
	Iteration 22Q: 3 clusters Score -642165.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -642175.375000 Penalty: 4248.160645
	Iteration 23Q: 3 clusters Score -642175.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -642179.875000 Penalty: 4248.160645
	Iteration 24Q: 3 clusters Score -642179.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -642186.500000 Penalty: 4248.160645
	Iteration 25Q: 3 clusters Score -642186.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -642188.625000 Penalty: 4248.160645
	Iteration 26Q: 3 clusters Score -642188.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -642193.687500 Penalty: 4248.160645
	Iteration 27Q: 3 clusters Score -642193.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -642201.687500 Penalty: 4248.160645
	Iteration 28Q: 3 clusters Score -642201.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -642206.312500 Penalty: 4248.160645
	Iteration 29Q: 3 clusters Score -642206.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -642210.750000 Penalty: 4248.160645
	Iteration 30Q: 3 clusters Score -642210.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -642214.187500 Penalty: 4248.160645
	Iteration 31Q: 3 clusters Score -642214.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -642218.937500 Penalty: 4248.160645
	Iteration 32Q: 3 clusters Score -642218.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -642222.750000 Penalty: 4248.160645
	Iteration 33Q: 3 clusters Score -642222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -642225.000000 Penalty: 4248.160645
	Iteration 34Q: 3 clusters Score -642225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -642229.250000 Penalty: 4248.160645
	Iteration 35Q: 3 clusters Score -642229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -642229.500000 Penalty: 4248.160645
	Iteration 36Q: 3 clusters Score -642229.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -642231.687500 Penalty: 4248.160645
	Iteration 37Q: 3 clusters Score -642231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -642233.312500 Penalty: 4248.160645
	Iteration 38Q: 3 clusters Score -642233.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -642233.937500 Penalty: 4248.160645
	Iteration 39Q: 3 clusters Score -642233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -642235.250000 Penalty: 4248.160645
	Iteration 40F: 3 clusters Score -642235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -642237.000000 Penalty: 4248.160645
	Iteration 41Q: 3 clusters Score -642237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -642240.375000 Penalty: 4248.160645
	Iteration 42Q: 3 clusters Score -642240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -642245.500000 Penalty: 4248.160645
	Iteration 43Q: 3 clusters Score -642245.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -642250.125000 Penalty: 4248.160645
	Iteration 44Q: 3 clusters Score -642250.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -642255.250000 Penalty: 4248.160645
	Iteration 45Q: 3 clusters Score -642255.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -642261.500000 Penalty: 4248.160645
	Iteration 46Q: 3 clusters Score -642261.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -642263.937500 Penalty: 4248.160645
	Iteration 47Q: 3 clusters Score -642263.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -642267.125000 Penalty: 4248.160645
	Iteration 48Q: 3 clusters Score -642267.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -642270.687500 Penalty: 4248.160645
	Iteration 49Q: 3 clusters Score -642270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -642273.812500 Penalty: 4248.160645
	Iteration 50Q: 3 clusters Score -642273.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -642280.062500 Penalty: 4248.160645
	Iteration 51Q: 3 clusters Score -642280.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -642284.375000 Penalty: 4248.160645
	Iteration 52Q: 3 clusters Score -642284.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -642290.875000 Penalty: 4248.160645
	Iteration 53Q: 3 clusters Score -642290.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -642296.187500 Penalty: 4248.160645
	Iteration 54Q: 3 clusters Score -642296.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -642301.187500 Penalty: 4248.160645
	Iteration 55Q: 3 clusters Score -642301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -642303.187500 Penalty: 4248.160645
	Iteration 56Q: 3 clusters Score -642303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -642304.187500 Penalty: 4248.160645
	Iteration 57Q: 3 clusters Score -642304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -642306.437500 Penalty: 4248.160645
	Iteration 58Q: 3 clusters Score -642306.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -642308.937500 Penalty: 4248.160645
	Iteration 59Q: 3 clusters Score -642308.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -642312.125000 Penalty: 4248.160645
	Iteration 60F: 3 clusters Score -642312.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -642314.687500 Penalty: 4248.160645
	Iteration 61Q: 3 clusters Score -642314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -642316.500000 Penalty: 4248.160645
	Iteration 62Q: 3 clusters Score -642316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -642317.812500 Penalty: 4248.160645
	Iteration 63Q: 3 clusters Score -642317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -642319.062500 Penalty: 4248.160645
	Iteration 64Q: 3 clusters Score -642319.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -642322.500000 Penalty: 4248.160645
	Iteration 65Q: 3 clusters Score -642322.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -642324.937500 Penalty: 4248.160645
	Iteration 66Q: 3 clusters Score -642324.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -642328.437500 Penalty: 4248.160645
	Iteration 67Q: 3 clusters Score -642328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -642331.187500 Penalty: 4248.160645
	Iteration 68Q: 3 clusters Score -642331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -642332.875000 Penalty: 4248.160645
	Iteration 69Q: 3 clusters Score -642332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -642333.250000 Penalty: 4248.160645
	Iteration 70Q: 3 clusters Score -642333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -642335.312500 Penalty: 4248.160645
	Iteration 71Q: 3 clusters Score -642335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -642334.875000 Penalty: 4248.160645
	Iteration 72Q: 3 clusters Score -642334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -642335.062500 Penalty: 4248.160645
	Iteration 73Q: 3 clusters Score -642335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -642335.562500 Penalty: 4248.160645
	Iteration 74Q: 3 clusters Score -642335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -642335.375000 Penalty: 4248.160645
	Iteration 75Q: 3 clusters Score -642335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -642335.375000 Penalty: 4248.160645
	Iteration 76F: 3 clusters Score -642335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -428733.843750 Penalty: 2008.388062
	Iteration 0F: 2 clusters Score -428733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -425276.250000 Penalty: 4016.776123
	Iteration 0F: 3 clusters Score -425276.2 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -425969.562500 Penalty: 4016.776123
	Iteration 1F: 3 clusters Score -425969.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -426148.281250 Penalty: 4016.776123
	Iteration 2F: 3 clusters Score -426148.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -426283.500000 Penalty: 4016.776123
	Iteration 3F: 3 clusters Score -426283.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -426373.468750 Penalty: 4016.776123
	Iteration 4Q: 3 clusters Score -426373.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -426447.687500 Penalty: 4016.776123
	Iteration 5Q: 3 clusters Score -426447.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -426512.687500 Penalty: 4016.776123
	Iteration 6Q: 3 clusters Score -426512.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -426561.125000 Penalty: 4016.776123
	Iteration 7Q: 3 clusters Score -426561.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -426599.187500 Penalty: 4016.776123
	Iteration 8Q: 3 clusters Score -426599.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -426631.812500 Penalty: 4016.776123
	Iteration 9Q: 3 clusters Score -426631.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -426660.000000 Penalty: 4016.776123
	Iteration 10Q: 3 clusters Score -426660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -426687.375000 Penalty: 4016.776123
	Iteration 11Q: 3 clusters Score -426687.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -426715.312500 Penalty: 4016.776123
	Iteration 12Q: 3 clusters Score -426715.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -426745.062500 Penalty: 4016.776123
	Iteration 13Q: 3 clusters Score -426745.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -426765.875000 Penalty: 4016.776123
	Iteration 14Q: 3 clusters Score -426765.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -426789.937500 Penalty: 4016.776123
	Iteration 15Q: 3 clusters Score -426789.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -426806.718750 Penalty: 4016.776123
	Iteration 16Q: 3 clusters Score -426806.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -426819.156250 Penalty: 4016.776123
	Iteration 17Q: 3 clusters Score -426819.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -426841.187500 Penalty: 4016.776123
	Iteration 18Q: 3 clusters Score -426841.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -426858.000000 Penalty: 4016.776123
	Iteration 19Q: 3 clusters Score -426858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -426878.375000 Penalty: 4016.776123
	Iteration 20F: 3 clusters Score -426878.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -426893.250000 Penalty: 4016.776123
	Iteration 21Q: 3 clusters Score -426893.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -426905.093750 Penalty: 4016.776123
	Iteration 22Q: 3 clusters Score -426905.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -426921.625000 Penalty: 4016.776123
	Iteration 23Q: 3 clusters Score -426921.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -426937.531250 Penalty: 4016.776123
	Iteration 24Q: 3 clusters Score -426937.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -426951.062500 Penalty: 4016.776123
	Iteration 25Q: 3 clusters Score -426951.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -426969.125000 Penalty: 4016.776123
	Iteration 26Q: 3 clusters Score -426969.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -426989.437500 Penalty: 4016.776123
	Iteration 27Q: 3 clusters Score -426989.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -427004.875000 Penalty: 4016.776123
	Iteration 28Q: 3 clusters Score -427004.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -427021.218750 Penalty: 4016.776123
	Iteration 29Q: 3 clusters Score -427021.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -427046.500000 Penalty: 4016.776123
	Iteration 30Q: 3 clusters Score -427046.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -427072.468750 Penalty: 4016.776123
	Iteration 31Q: 3 clusters Score -427072.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -427094.468750 Penalty: 4016.776123
	Iteration 32Q: 3 clusters Score -427094.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -427121.343750 Penalty: 4016.776123
	Iteration 33Q: 3 clusters Score -427121.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -427147.937500 Penalty: 4016.776123
	Iteration 34Q: 3 clusters Score -427147.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -427176.093750 Penalty: 4016.776123
	Iteration 35Q: 3 clusters Score -427176.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -427205.031250 Penalty: 4016.776123
	Iteration 36Q: 3 clusters Score -427205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -427241.125000 Penalty: 4016.776123
	Iteration 37Q: 3 clusters Score -427241.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -427268.906250 Penalty: 4016.776123
	Iteration 38Q: 3 clusters Score -427268.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -427298.406250 Penalty: 4016.776123
	Iteration 39Q: 3 clusters Score -427298.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -427327.750000 Penalty: 4016.776123
	Iteration 40F: 3 clusters Score -427327.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -427350.750000 Penalty: 4016.776123
	Iteration 41Q: 3 clusters Score -427350.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -427370.875000 Penalty: 4016.776123
	Iteration 42Q: 3 clusters Score -427370.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -427386.375000 Penalty: 4016.776123
	Iteration 43Q: 3 clusters Score -427386.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -427398.125000 Penalty: 4016.776123
	Iteration 44Q: 3 clusters Score -427398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -427405.968750 Penalty: 4016.776123
	Iteration 45Q: 3 clusters Score -427406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -427415.343750 Penalty: 4016.776123
	Iteration 46Q: 3 clusters Score -427415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -427418.375000 Penalty: 4016.776123
	Iteration 47Q: 3 clusters Score -427418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -427423.562500 Penalty: 4016.776123
	Iteration 48Q: 3 clusters Score -427423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -427428.000000 Penalty: 4016.776123
	Iteration 49Q: 3 clusters Score -427428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -427435.656250 Penalty: 4016.776123
	Iteration 50Q: 3 clusters Score -427435.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -427439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -427443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -427447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
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	Iteration 54F: 3 clusters Score -427447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18872 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 15683 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 15693 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 148137 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3289 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 21 clusters Score -4.290301e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 8336 members 
Mstep: Class 4 contains 7516 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18879 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20131 members 
Mstep: Class 10 contains 15699 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 147790 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8190 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 3283 members 
Mstep: Class 20 contains 4897 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 21 clusters Score -4.290364e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 8340 members 
Mstep: Class 4 contains 7534 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18890 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20150 members 
Mstep: Class 10 contains 15723 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42141 members 
Mstep: Class 13 contains 15769 members 
Mstep: Class 14 contains 10508 members 
Mstep: Class 15 contains 147573 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8192 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 3278 members 
Mstep: Class 20 contains 4969 members 
Entering Unmasked Estep 
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Iteration 121Q: 21 clusters Score -4.290387e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 12903 members 
Mstep: Class 3 contains 8352 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18892 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20153 members 
Mstep: Class 10 contains 15733 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 14 contains 10614 members 
Mstep: Class 15 contains 147445 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8199 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 20 contains 5000 members 
Entering Unmasked Estep 
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Iteration 122Q: 21 clusters Score -4.290406e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 12903 members 
Mstep: Class 3 contains 8348 members 
Mstep: Class 4 contains 7546 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18910 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20156 members 
Mstep: Class 10 contains 15750 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 15763 members 
Mstep: Class 14 contains 10690 members 
Mstep: Class 15 contains 147348 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8198 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 3268 members 
Mstep: Class 20 contains 5004 members 
Entering Unmasked Estep 
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Iteration 123Q: 21 clusters Score -4.290414e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 8348 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18919 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20163 members 
Mstep: Class 10 contains 15763 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 15759 members 
Mstep: Class 14 contains 10743 members 
Mstep: Class 15 contains 147285 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8194 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3262 members 
Mstep: Class 20 contains 5009 members 
Entering Unmasked Estep 
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Iteration 124Q: 21 clusters Score -4.29042e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 8347 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18928 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20166 members 
Mstep: Class 10 contains 15770 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42141 members 
Mstep: Class 13 contains 15763 members 
Mstep: Class 14 contains 10784 members 
Mstep: Class 15 contains 147239 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8197 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 20 contains 5015 members 
Entering Unmasked Estep 
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Iteration 125Q: 21 clusters Score -4.290434e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18935 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20166 members 
Mstep: Class 10 contains 15783 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42141 members 
Mstep: Class 13 contains 15788 members 
Mstep: Class 14 contains 10803 members 
Mstep: Class 15 contains 147188 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8197 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 5016 members 
Entering Unmasked Estep 
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Iteration 126Q: 21 clusters Score -4.290438e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 8351 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18939 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20164 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 10821 members 
Mstep: Class 15 contains 147156 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8200 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 3231 members 
Mstep: Class 20 contains 5012 members 
Entering Unmasked Estep 
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Iteration 127Q: 21 clusters Score -4.290432e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 8354 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18942 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20165 members 
Mstep: Class 10 contains 15810 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42135 members 
Mstep: Class 13 contains 15809 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 147130 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8203 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 3228 members 
Mstep: Class 20 contains 5005 members 
Entering Unmasked Estep 
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Iteration 128Q: 21 clusters Score -4.290433e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 8356 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18943 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20167 members 
Mstep: Class 10 contains 15823 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42133 members 
Mstep: Class 13 contains 15818 members 
Mstep: Class 14 contains 10846 members 
Mstep: Class 15 contains 147105 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8205 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 3219 members 
Mstep: Class 20 contains 5001 members 
Entering Unmasked Estep 
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Iteration 129Q: 21 clusters Score -4.290431e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 12899 members 
Mstep: Class 3 contains 8355 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18947 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 590 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15833 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 42131 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 147091 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8204 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 5000 members 
Entering Unmasked Estep 
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Iteration 130Q: 21 clusters Score -4.29043e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12899 members 
Mstep: Class 3 contains 8358 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 18946 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15844 members 
Mstep: Class 11 contains 266 members 
Mstep: Class 12 contains 42127 members 
Mstep: Class 13 contains 15820 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 147081 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8205 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 3201 members 
Mstep: Class 20 contains 4999 members 
Entering Unmasked Estep 
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Iteration 131Q: 21 clusters Score -4.290426e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 12899 members 
Mstep: Class 3 contains 8360 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15858 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 147065 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 3190 members 
Mstep: Class 20 contains 5000 members 
Entering Unmasked Estep 
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Iteration 132Q: 21 clusters Score -4.29043e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8360 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18954 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15874 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42127 members 
Mstep: Class 13 contains 15829 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 147057 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8206 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 21 clusters Score -4.290428e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 12896 members 
Mstep: Class 3 contains 8360 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18957 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15887 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42126 members 
Mstep: Class 13 contains 15828 members 
Mstep: Class 14 contains 10868 members 
Mstep: Class 15 contains 147050 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 5000 members 
Entering Unmasked Estep 
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Iteration 134Q: 21 clusters Score -4.290435e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12895 members 
Mstep: Class 3 contains 8363 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18955 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20169 members 
Mstep: Class 10 contains 15906 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42122 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147049 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 5001 members 
Entering Unmasked Estep 
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Iteration 135Q: 21 clusters Score -4.290431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12895 members 
Mstep: Class 3 contains 8362 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42122 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147050 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8206 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
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Iteration 136Q: 21 clusters Score -4.290427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12895 members 
Mstep: Class 3 contains 8361 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18959 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20171 members 
Mstep: Class 10 contains 15920 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42123 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147053 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8206 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -4.29043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12896 members 
Mstep: Class 3 contains 8363 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20171 members 
Mstep: Class 10 contains 15927 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147051 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 3130 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -4.290428e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 12896 members 
Mstep: Class 3 contains 8365 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18959 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 20171 members 
Mstep: Class 10 contains 15936 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147052 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8208 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 3116 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
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Iteration 139Q: 21 clusters Score -4.290429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 12896 members 
Mstep: Class 3 contains 8366 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18959 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15944 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42124 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147046 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8209 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -4.290426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 12896 members 
Mstep: Class 3 contains 8369 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42122 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147044 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8209 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -4.290428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12896 members 
Mstep: Class 3 contains 8372 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18956 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15955 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42122 members 
Mstep: Class 13 contains 15829 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147044 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8209 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 19 contains 3099 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -4.290426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12895 members 
Mstep: Class 3 contains 8374 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18956 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42123 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147041 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 8208 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 3098 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -4.290426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12896 members 
Mstep: Class 3 contains 8373 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18957 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42124 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147040 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 8208 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 19 contains 3095 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -4.290429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8373 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18957 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15964 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42126 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147038 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5252 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904296.000000 Penalty: 63116.312500
Iteration 145Q: 21 clusters Score -4.29043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8374 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18956 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15972 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147033 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904288.000000 Penalty: 63116.312500
Iteration 146Q: 21 clusters Score -4.290429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8374 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18956 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20170 members 
Mstep: Class 10 contains 15980 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42127 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147028 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5255 members 
Mstep: Class 19 contains 3079 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904296.000000 Penalty: 63116.312500
Iteration 147Q: 21 clusters Score -4.29043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8375 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18957 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20171 members 
Mstep: Class 10 contains 15985 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42127 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147026 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5256 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904292.000000 Penalty: 63116.312500
Iteration 148Q: 21 clusters Score -4.290429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18957 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20171 members 
Mstep: Class 10 contains 15991 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147024 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5257 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904296.000000 Penalty: 63116.312500
Iteration 149Q: 21 clusters Score -4.29043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20171 members 
Mstep: Class 10 contains 15995 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42126 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147023 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 3062 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904308.000000 Penalty: 63116.312500
Iteration 150Q: 21 clusters Score -4.290431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20172 members 
Mstep: Class 10 contains 15998 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42126 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147024 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904312.000000 Penalty: 63116.312500
Iteration 151Q: 21 clusters Score -4.290431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18957 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 15999 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42127 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147023 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3055 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904324.000000 Penalty: 63116.312500
Iteration 152Q: 21 clusters Score -4.290432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18954 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16003 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42126 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147024 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3052 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904352.000000 Penalty: 63116.312500
Iteration 153Q: 21 clusters Score -4.290435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8378 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18952 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16007 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 15832 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147025 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904340.000000 Penalty: 63116.312500
Iteration 154Q: 21 clusters Score -4.290434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16013 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42126 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147023 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904348.000000 Penalty: 63116.312500
Iteration 155Q: 21 clusters Score -4.290435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16020 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147018 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904340.000000 Penalty: 63116.312500
Iteration 156Q: 21 clusters Score -4.290434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16021 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42126 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147016 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904328.000000 Penalty: 63116.312500
Iteration 157Q: 21 clusters Score -4.290433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16021 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42128 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147016 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3042 members 
Mstep: Class 20 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904324.000000 Penalty: 63116.312500
Iteration 158Q: 21 clusters Score -4.290432e+07 nChanged 1
Entering ConstructFrom: 
Score: -42904324.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (7957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Entering Unmasked Estep 
Score: -960875.500000 Penalty: 2227.488281
	Iteration 0F: 2 clusters Score -960875.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -954549.250000 Penalty: 4454.976562
	Iteration 0F: 3 clusters Score -954549.2 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -956298.375000 Penalty: 4454.976562
	Iteration 1F: 3 clusters Score -956298.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -956685.562500 Penalty: 4454.976562
	Iteration 2F: 3 clusters Score -956685.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -956951.750000 Penalty: 4454.976562
	Iteration 3F: 3 clusters Score -956951.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -957149.062500 Penalty: 4454.976562
	Iteration 4Q: 3 clusters Score -957149.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -957332.312500 Penalty: 4454.976562
	Iteration 5Q: 3 clusters Score -957332.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -957487.187500 Penalty: 4454.976562
	Iteration 6Q: 3 clusters Score -957487.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -957631.125000 Penalty: 4454.976562
	Iteration 7Q: 3 clusters Score -957631.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -957758.437500 Penalty: 4454.976562
	Iteration 8Q: 3 clusters Score -957758.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -957897.187500 Penalty: 4454.976562
	Iteration 9Q: 3 clusters Score -957897.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -958050.312500 Penalty: 4454.976562
	Iteration 10Q: 3 clusters Score -958050.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -958193.937500 Penalty: 4454.976562
	Iteration 11Q: 3 clusters Score -958193.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -958312.437500 Penalty: 4454.976562
	Iteration 12Q: 3 clusters Score -958312.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -958407.812500 Penalty: 4454.976562
	Iteration 13Q: 3 clusters Score -958407.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -958498.437500 Penalty: 4454.976562
	Iteration 14Q: 3 clusters Score -958498.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -958573.187500 Penalty: 4454.976562
	Iteration 15Q: 3 clusters Score -958573.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -958645.250000 Penalty: 4454.976562
	Iteration 16Q: 3 clusters Score -958645.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -958707.375000 Penalty: 4454.976562
	Iteration 17Q: 3 clusters Score -958707.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -958766.250000 Penalty: 4454.976562
	Iteration 18Q: 3 clusters Score -958766.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -958825.750000 Penalty: 4454.976562
	Iteration 19Q: 3 clusters Score -958825.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -958887.500000 Penalty: 4454.976562
	Iteration 20F: 3 clusters Score -958887.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -958941.812500 Penalty: 4454.976562
	Iteration 21Q: 3 clusters Score -958941.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -958990.062500 Penalty: 4454.976562
	Iteration 22Q: 3 clusters Score -958990.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -959041.125000 Penalty: 4454.976562
	Iteration 23Q: 3 clusters Score -959041.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -959075.500000 Penalty: 4454.976562
	Iteration 24Q: 3 clusters Score -959075.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -959112.062500 Penalty: 4454.976562
	Iteration 25Q: 3 clusters Score -959112.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -959145.375000 Penalty: 4454.976562
	Iteration 26Q: 3 clusters Score -959145.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -959171.375000 Penalty: 4454.976562
	Iteration 27Q: 3 clusters Score -959171.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -959191.500000 Penalty: 4454.976562
	Iteration 28Q: 3 clusters Score -959191.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -959210.750000 Penalty: 4454.976562
	Iteration 29Q: 3 clusters Score -959210.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -959232.562500 Penalty: 4454.976562
	Iteration 30Q: 3 clusters Score -959232.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -959247.437500 Penalty: 4454.976562
	Iteration 31Q: 3 clusters Score -959247.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -959264.125000 Penalty: 4454.976562
	Iteration 32Q: 3 clusters Score -959264.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -959274.125000 Penalty: 4454.976562
	Iteration 33Q: 3 clusters Score -959274.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -959279.625000 Penalty: 4454.976562
	Iteration 34Q: 3 clusters Score -959279.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -959288.875000 Penalty: 4454.976562
	Iteration 35Q: 3 clusters Score -959288.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -959296.562500 Penalty: 4454.976562
	Iteration 36Q: 3 clusters Score -959296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -959305.062500 Penalty: 4454.976562
	Iteration 37Q: 3 clusters Score -959305.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -959307.687500 Penalty: 4454.976562
	Iteration 38Q: 3 clusters Score -959307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -959310.250000 Penalty: 4454.976562
	Iteration 39Q: 3 clusters Score -959310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -959313.062500 Penalty: 4454.976562
	Iteration 40F: 3 clusters Score -959313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -959315.625000 Penalty: 4454.976562
	Iteration 41Q: 3 clusters Score -959315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -959316.875000 Penalty: 4454.976562
	Iteration 42Q: 3 clusters Score -959316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -959318.375000 Penalty: 4454.976562
	Iteration 43Q: 3 clusters Score -959318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -959318.500000 Penalty: 4454.976562
	Iteration 44Q: 3 clusters Score -959318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -959320.437500 Penalty: 4454.976562
	Iteration 45Q: 3 clusters Score -959320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -959321.812500 Penalty: 4454.976562
	Iteration 46Q: 3 clusters Score -959321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -959322.812500 Penalty: 4454.976562
	Iteration 47Q: 3 clusters Score -959322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -959325.187500 Penalty: 4454.976562
	Iteration 48Q: 3 clusters Score -959325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -959325.437500 Penalty: 4454.976562
	Iteration 49Q: 3 clusters Score -959325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -959326.625000 Penalty: 4454.976562
	Iteration 50Q: 3 clusters Score -959326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -959326.062500 Penalty: 4454.976562
	Iteration 51Q: 3 clusters Score -959326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -959327.187500 Penalty: 4454.976562
	Iteration 52Q: 3 clusters Score -959327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -959329.687500 Penalty: 4454.976562
	Iteration 53Q: 3 clusters Score -959329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -959331.250000 Penalty: 4454.976562
	Iteration 54Q: 3 clusters Score -959331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -959329.937500 Penalty: 4454.976562
	Iteration 55Q: 3 clusters Score -959329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -959331.625000 Penalty: 4454.976562
	Iteration 56Q: 3 clusters Score -959331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -959331.500000 Penalty: 4454.976562
	Iteration 57Q: 3 clusters Score -959331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -959331.500000 Penalty: 4454.976562
	Iteration 58F: 3 clusters Score -959331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Entering Unmasked Estep 
Score: -1700310.750000 Penalty: 2347.258057
	Iteration 0F: 2 clusters Score -1700311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1690839.875000 Penalty: 4694.516113
	Iteration 0F: 3 clusters Score -1690840 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1693712.500000 Penalty: 4694.516113
	Iteration 1F: 3 clusters Score -1693712 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1694087.000000 Penalty: 4694.516113
	Iteration 2F: 3 clusters Score -1694087 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1694431.750000 Penalty: 4694.516113
	Iteration 3F: 3 clusters Score -1694432 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1694805.000000 Penalty: 4694.516113
	Iteration 4F: 3 clusters Score -1694805 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1695285.500000 Penalty: 4694.516113
	Iteration 5F: 3 clusters Score -1695286 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1695834.125000 Penalty: 4694.516113
	Iteration 6F: 3 clusters Score -1695834 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1696397.000000 Penalty: 4694.516113
	Iteration 7F: 3 clusters Score -1696397 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1696891.500000 Penalty: 4694.516113
	Iteration 8F: 3 clusters Score -1696892 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1697253.375000 Penalty: 4694.516113
	Iteration 9Q: 3 clusters Score -1697253 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1697516.125000 Penalty: 4694.516113
	Iteration 10Q: 3 clusters Score -1697516 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1697702.125000 Penalty: 4694.516113
	Iteration 11Q: 3 clusters Score -1697702 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1697840.625000 Penalty: 4694.516113
	Iteration 12Q: 3 clusters Score -1697841 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1697960.500000 Penalty: 4694.516113
	Iteration 13Q: 3 clusters Score -1697960 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1698033.125000 Penalty: 4694.516113
	Iteration 14Q: 3 clusters Score -1698033 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1698082.375000 Penalty: 4694.516113
	Iteration 15Q: 3 clusters Score -1698082 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1698124.000000 Penalty: 4694.516113
	Iteration 16Q: 3 clusters Score -1698124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1698168.750000 Penalty: 4694.516113
	Iteration 17Q: 3 clusters Score -1698169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1698212.125000 Penalty: 4694.516113
	Iteration 18Q: 3 clusters Score -1698212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1698236.375000 Penalty: 4694.516113
	Iteration 19Q: 3 clusters Score -1698236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1698259.875000 Penalty: 4694.516113
	Iteration 20F: 3 clusters Score -1698260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1698282.375000 Penalty: 4694.516113
	Iteration 21Q: 3 clusters Score -1698282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1698303.750000 Penalty: 4694.516113
	Iteration 22Q: 3 clusters Score -1698304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1698321.625000 Penalty: 4694.516113
	Iteration 23Q: 3 clusters Score -1698322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1698340.875000 Penalty: 4694.516113
	Iteration 24Q: 3 clusters Score -1698341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1698356.000000 Penalty: 4694.516113
	Iteration 25Q: 3 clusters Score -1698356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1698362.000000 Penalty: 4694.516113
	Iteration 26Q: 3 clusters Score -1698362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1698375.375000 Penalty: 4694.516113
	Iteration 27Q: 3 clusters Score -1698375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1698382.125000 Penalty: 4694.516113
	Iteration 28Q: 3 clusters Score -1698382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1698385.500000 Penalty: 4694.516113
	Iteration 29Q: 3 clusters Score -1698386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1698385.875000 Penalty: 4694.516113
	Iteration 30Q: 3 clusters Score -1698386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1698391.625000 Penalty: 4694.516113
	Iteration 31Q: 3 clusters Score -1698392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1698391.750000 Penalty: 4694.516113
	Iteration 32Q: 3 clusters Score -1698392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1698392.000000 Penalty: 4694.516113
	Iteration 33Q: 3 clusters Score -1698392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1698393.750000 Penalty: 4694.516113
	Iteration 34Q: 3 clusters Score -1698394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1698394.125000 Penalty: 4694.516113
	Iteration 35Q: 3 clusters Score -1698394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1698395.750000 Penalty: 4694.516113
	Iteration 36Q: 3 clusters Score -1698396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1698397.750000 Penalty: 4694.516113
	Iteration 37Q: 3 clusters Score -1698398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1698401.125000 Penalty: 4694.516113
	Iteration 38Q: 3 clusters Score -1698401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1698400.375000 Penalty: 4694.516113
	Iteration 39Q: 3 clusters Score -1698400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1698403.750000 Penalty: 4694.516113
	Iteration 40F: 3 clusters Score -1698404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1698412.875000 Penalty: 4694.516113
	Iteration 41Q: 3 clusters Score -1698413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1698417.125000 Penalty: 4694.516113
	Iteration 42Q: 3 clusters Score -1698417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1698421.625000 Penalty: 4694.516113
	Iteration 43Q: 3 clusters Score -1698422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1698428.375000 Penalty: 4694.516113
	Iteration 44Q: 3 clusters Score -1698428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1698435.375000 Penalty: 4694.516113
	Iteration 45Q: 3 clusters Score -1698435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1698438.375000 Penalty: 4694.516113
	Iteration 46Q: 3 clusters Score -1698438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1698445.250000 Penalty: 4694.516113
	Iteration 47Q: 3 clusters Score -1698445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1698445.250000 Penalty: 4694.516113
	Iteration 48Q: 3 clusters Score -1698445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1698447.750000 Penalty: 4694.516113
	Iteration 49Q: 3 clusters Score -1698448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1698450.500000 Penalty: 4694.516113
	Iteration 50Q: 3 clusters Score -1698450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1698451.875000 Penalty: 4694.516113
	Iteration 51Q: 3 clusters Score -1698452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1698453.250000 Penalty: 4694.516113
	Iteration 52Q: 3 clusters Score -1698453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1698452.250000 Penalty: 4694.516113
	Iteration 53Q: 3 clusters Score -1698452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1698452.250000 Penalty: 4694.516113
	Iteration 54F: 3 clusters Score -1698452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Entering Unmasked Estep 
Score: -1079996.250000 Penalty: 2240.244873
	Iteration 0F: 2 clusters Score -1079996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1073300.125000 Penalty: 4480.489746
	Iteration 0F: 3 clusters Score -1073300 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1075320.625000 Penalty: 4480.489746
	Iteration 1F: 3 clusters Score -1075321 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1075855.750000 Penalty: 4480.489746
	Iteration 2F: 3 clusters Score -1075856 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1076333.125000 Penalty: 4480.489746
	Iteration 3F: 3 clusters Score -1076333 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1076696.875000 Penalty: 4480.489746
	Iteration 4F: 3 clusters Score -1076697 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1076977.000000 Penalty: 4480.489746
	Iteration 5F: 3 clusters Score -1076977 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1077241.500000 Penalty: 4480.489746
	Iteration 6Q: 3 clusters Score -1077242 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1077464.875000 Penalty: 4480.489746
	Iteration 7Q: 3 clusters Score -1077465 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1077681.625000 Penalty: 4480.489746
	Iteration 8Q: 3 clusters Score -1077682 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1077916.625000 Penalty: 4480.489746
	Iteration 9Q: 3 clusters Score -1077917 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1078164.750000 Penalty: 4480.489746
	Iteration 10Q: 3 clusters Score -1078165 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1078413.500000 Penalty: 4480.489746
	Iteration 11Q: 3 clusters Score -1078414 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1078638.500000 Penalty: 4480.489746
	Iteration 12Q: 3 clusters Score -1078638 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1078817.500000 Penalty: 4480.489746
	Iteration 13Q: 3 clusters Score -1078818 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1078942.000000 Penalty: 4480.489746
	Iteration 14Q: 3 clusters Score -1078942 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1079015.250000 Penalty: 4480.489746
	Iteration 15Q: 3 clusters Score -1079015 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1079065.000000 Penalty: 4480.489746
	Iteration 16Q: 3 clusters Score -1079065 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1079106.000000 Penalty: 4480.489746
	Iteration 17Q: 3 clusters Score -1079106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1079135.125000 Penalty: 4480.489746
	Iteration 18Q: 3 clusters Score -1079135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1079165.500000 Penalty: 4480.489746
	Iteration 19Q: 3 clusters Score -1079166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1079191.625000 Penalty: 4480.489746
	Iteration 20F: 3 clusters Score -1079192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1079217.000000 Penalty: 4480.489746
	Iteration 21Q: 3 clusters Score -1079217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1079228.625000 Penalty: 4480.489746
	Iteration 22Q: 3 clusters Score -1079229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1079240.500000 Penalty: 4480.489746
	Iteration 23Q: 3 clusters Score -1079240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1079244.000000 Penalty: 4480.489746
	Iteration 24Q: 3 clusters Score -1079244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1079244.625000 Penalty: 4480.489746
	Iteration 25Q: 3 clusters Score -1079245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1079249.125000 Penalty: 4480.489746
	Iteration 26Q: 3 clusters Score -1079249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1079253.250000 Penalty: 4480.489746
	Iteration 27Q: 3 clusters Score -1079253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1079255.500000 Penalty: 4480.489746
	Iteration 28Q: 3 clusters Score -1079256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1079259.625000 Penalty: 4480.489746
	Iteration 29Q: 3 clusters Score -1079260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1079259.500000 Penalty: 4480.489746
	Iteration 30Q: 3 clusters Score -1079260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1079259.625000 Penalty: 4480.489746
	Iteration 31Q: 3 clusters Score -1079260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1079259.625000 Penalty: 4480.489746
	Iteration 32F: 3 clusters Score -1079260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Entering Unmasked Estep 
Score: -989433.937500 Penalty: 2214.631348
	Iteration 0F: 2 clusters Score -989433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -983278.062500 Penalty: 4429.262695
	Iteration 0F: 3 clusters Score -983278.1 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -984906.187500 Penalty: 4429.262695
	Iteration 1F: 3 clusters Score -984906.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -985138.125000 Penalty: 4429.262695
	Iteration 2F: 3 clusters Score -985138.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -985293.375000 Penalty: 4429.262695
	Iteration 3Q: 3 clusters Score -985293.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -985407.000000 Penalty: 4429.262695
	Iteration 4Q: 3 clusters Score -985407 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -985494.125000 Penalty: 4429.262695
	Iteration 5Q: 3 clusters Score -985494.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -985570.437500 Penalty: 4429.262695
	Iteration 6Q: 3 clusters Score -985570.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -985637.437500 Penalty: 4429.262695
	Iteration 7Q: 3 clusters Score -985637.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -985694.875000 Penalty: 4429.262695
	Iteration 8Q: 3 clusters Score -985694.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -985736.125000 Penalty: 4429.262695
	Iteration 9Q: 3 clusters Score -985736.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -985773.750000 Penalty: 4429.262695
	Iteration 10Q: 3 clusters Score -985773.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -985811.187500 Penalty: 4429.262695
	Iteration 11Q: 3 clusters Score -985811.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -985839.250000 Penalty: 4429.262695
	Iteration 12Q: 3 clusters Score -985839.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -985865.437500 Penalty: 4429.262695
	Iteration 13Q: 3 clusters Score -985865.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -985883.687500 Penalty: 4429.262695
	Iteration 14Q: 3 clusters Score -985883.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -985908.375000 Penalty: 4429.262695
	Iteration 15Q: 3 clusters Score -985908.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -985927.312500 Penalty: 4429.262695
	Iteration 16Q: 3 clusters Score -985927.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -985947.687500 Penalty: 4429.262695
	Iteration 17Q: 3 clusters Score -985947.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -985966.312500 Penalty: 4429.262695
	Iteration 18Q: 3 clusters Score -985966.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -985985.500000 Penalty: 4429.262695
	Iteration 19Q: 3 clusters Score -985985.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -986003.312500 Penalty: 4429.262695
	Iteration 20F: 3 clusters Score -986003.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -986013.187500 Penalty: 4429.262695
	Iteration 21Q: 3 clusters Score -986013.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -986026.500000 Penalty: 4429.262695
	Iteration 22Q: 3 clusters Score -986026.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -986030.312500 Penalty: 4429.262695
	Iteration 23Q: 3 clusters Score -986030.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -986040.937500 Penalty: 4429.262695
	Iteration 24Q: 3 clusters Score -986040.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -986051.500000 Penalty: 4429.262695
	Iteration 25Q: 3 clusters Score -986051.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -986056.375000 Penalty: 4429.262695
	Iteration 26Q: 3 clusters Score -986056.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -986066.312500 Penalty: 4429.262695
	Iteration 27Q: 3 clusters Score -986066.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -986074.500000 Penalty: 4429.262695
	Iteration 28Q: 3 clusters Score -986074.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -986088.062500 Penalty: 4429.262695
	Iteration 29Q: 3 clusters Score -986088.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -986101.125000 Penalty: 4429.262695
	Iteration 30Q: 3 clusters Score -986101.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -986114.187500 Penalty: 4429.262695
	Iteration 31Q: 3 clusters Score -986114.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -986129.500000 Penalty: 4429.262695
	Iteration 32Q: 3 clusters Score -986129.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -986144.187500 Penalty: 4429.262695
	Iteration 33Q: 3 clusters Score -986144.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -986166.000000 Penalty: 4429.262695
	Iteration 34Q: 3 clusters Score -986166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -986179.562500 Penalty: 4429.262695
	Iteration 35Q: 3 clusters Score -986179.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -986198.187500 Penalty: 4429.262695
	Iteration 36Q: 3 clusters Score -986198.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -986217.812500 Penalty: 4429.262695
	Iteration 37Q: 3 clusters Score -986217.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -986235.000000 Penalty: 4429.262695
	Iteration 38Q: 3 clusters Score -986235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -986253.312500 Penalty: 4429.262695
	Iteration 39Q: 3 clusters Score -986253.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -986276.000000 Penalty: 4429.262695
	Iteration 40F: 3 clusters Score -986276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -986292.125000 Penalty: 4429.262695
	Iteration 41Q: 3 clusters Score -986292.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -986306.812500 Penalty: 4429.262695
	Iteration 42Q: 3 clusters Score -986306.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -986320.625000 Penalty: 4429.262695
	Iteration 43Q: 3 clusters Score -986320.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -986339.250000 Penalty: 4429.262695
	Iteration 44Q: 3 clusters Score -986339.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -986354.812500 Penalty: 4429.262695
	Iteration 45Q: 3 clusters Score -986354.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -986380.625000 Penalty: 4429.262695
	Iteration 46Q: 3 clusters Score -986380.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -986408.562500 Penalty: 4429.262695
	Iteration 47Q: 3 clusters Score -986408.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -986435.562500 Penalty: 4429.262695
	Iteration 48Q: 3 clusters Score -986435.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -986473.187500 Penalty: 4429.262695
	Iteration 49Q: 3 clusters Score -986473.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -986505.125000 Penalty: 4429.262695
	Iteration 50Q: 3 clusters Score -986505.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -986543.000000 Penalty: 4429.262695
	Iteration 51Q: 3 clusters Score -986543 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -986583.625000 Penalty: 4429.262695
	Iteration 52Q: 3 clusters Score -986583.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -986614.750000 Penalty: 4429.262695
	Iteration 53Q: 3 clusters Score -986614.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -986655.187500 Penalty: 4429.262695
	Iteration 54Q: 3 clusters Score -986655.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -986688.250000 Penalty: 4429.262695
	Iteration 55Q: 3 clusters Score -986688.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -986724.312500 Penalty: 4429.262695
	Iteration 56Q: 3 clusters Score -986724.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -986755.125000 Penalty: 4429.262695
	Iteration 57Q: 3 clusters Score -986755.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -986793.812500 Penalty: 4429.262695
	Iteration 58Q: 3 clusters Score -986793.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -986823.437500 Penalty: 4429.262695
	Iteration 59Q: 3 clusters Score -986823.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -986858.375000 Penalty: 4429.262695
	Iteration 60F: 3 clusters Score -986858.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -986897.437500 Penalty: 4429.262695
	Iteration 61Q: 3 clusters Score -986897.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -986932.500000 Penalty: 4429.262695
	Iteration 62Q: 3 clusters Score -986932.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -986972.875000 Penalty: 4429.262695
	Iteration 63Q: 3 clusters Score -986972.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -987002.000000 Penalty: 4429.262695
	Iteration 64Q: 3 clusters Score -987002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -987028.625000 Penalty: 4429.262695
	Iteration 65Q: 3 clusters Score -987028.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -987064.500000 Penalty: 4429.262695
	Iteration 66Q: 3 clusters Score -987064.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -987098.250000 Penalty: 4429.262695
	Iteration 67Q: 3 clusters Score -987098.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -987129.875000 Penalty: 4429.262695
	Iteration 68Q: 3 clusters Score -987129.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -987157.312500 Penalty: 4429.262695
	Iteration 69Q: 3 clusters Score -987157.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -987178.375000 Penalty: 4429.262695
	Iteration 70Q: 3 clusters Score -987178.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -987198.437500 Penalty: 4429.262695
	Iteration 71Q: 3 clusters Score -987198.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -987218.562500 Penalty: 4429.262695
	Iteration 72Q: 3 clusters Score -987218.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -987248.812500 Penalty: 4429.262695
	Iteration 73Q: 3 clusters Score -987248.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -987273.500000 Penalty: 4429.262695
	Iteration 74Q: 3 clusters Score -987273.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -987303.750000 Penalty: 4429.262695
	Iteration 75Q: 3 clusters Score -987303.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -987330.062500 Penalty: 4429.262695
	Iteration 76Q: 3 clusters Score -987330.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -987352.812500 Penalty: 4429.262695
	Iteration 77Q: 3 clusters Score -987352.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -987371.000000 Penalty: 4429.262695
	Iteration 78Q: 3 clusters Score -987371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -987382.875000 Penalty: 4429.262695
	Iteration 79Q: 3 clusters Score -987382.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -987394.000000 Penalty: 4429.262695
	Iteration 80F: 3 clusters Score -987394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -987405.062500 Penalty: 4429.262695
	Iteration 81Q: 3 clusters Score -987405.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -987409.750000 Penalty: 4429.262695
	Iteration 82Q: 3 clusters Score -987409.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -987413.187500 Penalty: 4429.262695
	Iteration 83Q: 3 clusters Score -987413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -987418.812500 Penalty: 4429.262695
	Iteration 84Q: 3 clusters Score -987418.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -987421.750000 Penalty: 4429.262695
	Iteration 85Q: 3 clusters Score -987421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -987427.812500 Penalty: 4429.262695
	Iteration 86Q: 3 clusters Score -987427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -987433.062500 Penalty: 4429.262695
	Iteration 87Q: 3 clusters Score -987433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -987437.437500 Penalty: 4429.262695
	Iteration 88Q: 3 clusters Score -987437.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -987439.875000 Penalty: 4429.262695
	Iteration 89Q: 3 clusters Score -987439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -987445.062500 Penalty: 4429.262695
	Iteration 90Q: 3 clusters Score -987445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -987447.812500 Penalty: 4429.262695
	Iteration 91Q: 3 clusters Score -987447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -987448.500000 Penalty: 4429.262695
	Iteration 92Q: 3 clusters Score -987448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -987448.500000 Penalty: 4429.262695
	Iteration 93F: 3 clusters Score -987448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -145730.421875 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -145730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -143694.812500 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -143694.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144088.218750 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -144088.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -144292.921875 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -144292.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -144502.375000 Penalty: 3521.613525
	Iteration 3F: 3 clusters Score -144502.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -144713.125000 Penalty: 3521.613525
	Iteration 4Q: 3 clusters Score -144713.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -144966.156250 Penalty: 3521.613525
	Iteration 5Q: 3 clusters Score -144966.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145321.843750 Penalty: 3521.613525
	Iteration 6Q: 3 clusters Score -145321.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -145913.468750 Penalty: 3521.613525
	Iteration 7F: 3 clusters Score -145913.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -146123.968750 Penalty: 3521.613525
	Iteration 8F: 3 clusters Score -146124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -146222.156250 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -146222.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -146277.265625 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -146277.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -146327.500000 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -146327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -146361.906250 Penalty: 3521.613525
	Iteration 12Q: 3 clusters Score -146361.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -146397.000000 Penalty: 3521.613525
	Iteration 13Q: 3 clusters Score -146397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -146431.671875 Penalty: 3521.613525
	Iteration 14Q: 3 clusters Score -146431.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -146470.546875 Penalty: 3521.613525
	Iteration 15Q: 3 clusters Score -146470.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -146586.906250 Penalty: 3521.613525
	Iteration 16Q: 3 clusters Score -146586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -146647.765625 Penalty: 3521.613525
	Iteration 17Q: 3 clusters Score -146647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -146661.765625 Penalty: 3521.613525
	Iteration 18Q: 3 clusters Score -146661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -146661.765625 Penalty: 3521.613525
	Iteration 19F: 3 clusters Score -146661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 767 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16021 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42129 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147016 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 445 members 
Entering Unmasked Estep 
Score: -42903864.000000 Penalty: 66272.132812
Splitting cluster 5 changes total score from -42904324.000000 to -42903864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (18950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Entering Unmasked Estep 
Score: -2347775.250000 Penalty: 2442.690674
	Iteration 0F: 2 clusters Score -2347775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2334383.250000 Penalty: 4885.381348
	Iteration 0F: 3 clusters Score -2334383 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2338905.750000 Penalty: 4885.381348
	Iteration 1F: 3 clusters Score -2338906 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2339339.750000 Penalty: 4885.381348
	Iteration 2F: 3 clusters Score -2339340 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2339713.750000 Penalty: 4885.381348
	Iteration 3Q: 3 clusters Score -2339714 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2340082.000000 Penalty: 4885.381348
	Iteration 4Q: 3 clusters Score -2340082 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2340493.250000 Penalty: 4885.381348
	Iteration 5Q: 3 clusters Score -2340493 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2340913.750000 Penalty: 4885.381348
	Iteration 6Q: 3 clusters Score -2340914 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2341391.500000 Penalty: 4885.381348
	Iteration 7Q: 3 clusters Score -2341392 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2341879.250000 Penalty: 4885.381348
	Iteration 8Q: 3 clusters Score -2341879 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2342419.750000 Penalty: 4885.381348
	Iteration 9Q: 3 clusters Score -2342420 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2342929.750000 Penalty: 4885.381348
	Iteration 10Q: 3 clusters Score -2342930 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2343409.500000 Penalty: 4885.381348
	Iteration 11Q: 3 clusters Score -2343410 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2343780.500000 Penalty: 4885.381348
	Iteration 12Q: 3 clusters Score -2343780 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2344051.750000 Penalty: 4885.381348
	Iteration 13Q: 3 clusters Score -2344052 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2344261.750000 Penalty: 4885.381348
	Iteration 14Q: 3 clusters Score -2344262 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2344407.750000 Penalty: 4885.381348
	Iteration 15Q: 3 clusters Score -2344408 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2344546.500000 Penalty: 4885.381348
	Iteration 16Q: 3 clusters Score -2344546 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2344702.000000 Penalty: 4885.381348
	Iteration 17Q: 3 clusters Score -2344702 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2344817.750000 Penalty: 4885.381348
	Iteration 18Q: 3 clusters Score -2344818 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2344932.000000 Penalty: 4885.381348
	Iteration 19Q: 3 clusters Score -2344932 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2345079.500000 Penalty: 4885.381348
	Iteration 20F: 3 clusters Score -2345080 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2345215.500000 Penalty: 4885.381348
	Iteration 21Q: 3 clusters Score -2345216 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2345371.250000 Penalty: 4885.381348
	Iteration 22Q: 3 clusters Score -2345371 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2345521.500000 Penalty: 4885.381348
	Iteration 23Q: 3 clusters Score -2345522 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2345675.750000 Penalty: 4885.381348
	Iteration 24Q: 3 clusters Score -2345676 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2345794.250000 Penalty: 4885.381348
	Iteration 25Q: 3 clusters Score -2345794 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2345873.250000 Penalty: 4885.381348
	Iteration 26Q: 3 clusters Score -2345873 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2345923.250000 Penalty: 4885.381348
	Iteration 27Q: 3 clusters Score -2345923 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2345969.500000 Penalty: 4885.381348
	Iteration 28Q: 3 clusters Score -2345970 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2346016.750000 Penalty: 4885.381348
	Iteration 29Q: 3 clusters Score -2346017 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2346050.500000 Penalty: 4885.381348
	Iteration 30Q: 3 clusters Score -2346050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2346075.750000 Penalty: 4885.381348
	Iteration 31Q: 3 clusters Score -2346076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2346085.000000 Penalty: 4885.381348
	Iteration 32Q: 3 clusters Score -2346085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2346099.000000 Penalty: 4885.381348
	Iteration 33Q: 3 clusters Score -2346099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2346114.750000 Penalty: 4885.381348
	Iteration 34Q: 3 clusters Score -2346115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2346119.750000 Penalty: 4885.381348
	Iteration 35Q: 3 clusters Score -2346120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2346122.250000 Penalty: 4885.381348
	Iteration 36Q: 3 clusters Score -2346122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2346132.250000 Penalty: 4885.381348
	Iteration 37Q: 3 clusters Score -2346132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2346134.500000 Penalty: 4885.381348
	Iteration 38Q: 3 clusters Score -2346134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2346137.500000 Penalty: 4885.381348
	Iteration 39Q: 3 clusters Score -2346138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2346143.000000 Penalty: 4885.381348
	Iteration 40F: 3 clusters Score -2346143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2346146.750000 Penalty: 4885.381348
	Iteration 41Q: 3 clusters Score -2346147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2346151.750000 Penalty: 4885.381348
	Iteration 42Q: 3 clusters Score -2346152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2346149.750000 Penalty: 4885.381348
	Iteration 43Q: 3 clusters Score -2346150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2346154.500000 Penalty: 4885.381348
	Iteration 44Q: 3 clusters Score -2346154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2346155.750000 Penalty: 4885.381348
	Iteration 45Q: 3 clusters Score -2346156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2346161.500000 Penalty: 4885.381348
	Iteration 46Q: 3 clusters Score -2346162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2346160.000000 Penalty: 4885.381348
	Iteration 47Q: 3 clusters Score -2346160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2346160.000000 Penalty: 4885.381348
	Iteration 48F: 3 clusters Score -2346160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -102004.218750 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -102004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100303.390625 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -100303.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100965.554688 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -100965.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101378.437500 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -101378.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -101799.648438 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -101799.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -101978.023438 Penalty: 3363.404785
	Iteration 4F: 3 clusters Score -101978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -102058.750000 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -102058.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -102103.210938 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -102103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -102122.750000 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -102122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -102135.968750 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -102136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -102151.164062 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -102151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -102170.117188 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -102170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -102184.070312 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -102184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -102197.742188 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -102197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -102204.273438 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -102204.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -102204.273438 Penalty: 3363.404785
	Iteration 14F: 3 clusters Score -102204.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16021 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42129 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 147016 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 143 members 
Entering Unmasked Estep 
Score: -42903060.000000 Penalty: 66272.132812
Splitting cluster 7 changes total score from -42904324.000000 to -42903060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -70194.742188 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -70194.74 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 296 members 
Entering Unmasked Estep 
Score: -68572.164062 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -68572.16 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68749.257812 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -68749.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68828.031250 Penalty: 3162.856689
	Iteration 2Q: 3 clusters Score -68828.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68873.492188 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -68873.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68909.656250 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -68909.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68930.632812 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -68930.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68965.132812 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -68965.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68986.281250 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -68986.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68994.179688 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -68994.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69001.789062 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -69001.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69004.054688 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -69004.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69008.562500 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -69008.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69009.796875 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -69009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69009.796875 Penalty: 3162.856689
	Iteration 13F: 3 clusters Score -69009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Entering Unmasked Estep 
Score: -2638614.750000 Penalty: 2458.200928
	Iteration 0F: 2 clusters Score -2638615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2624512.250000 Penalty: 4916.401855
	Iteration 0F: 3 clusters Score -2624512 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2629227.500000 Penalty: 4916.401855
	Iteration 1F: 3 clusters Score -2629228 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2629680.750000 Penalty: 4916.401855
	Iteration 2F: 3 clusters Score -2629681 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2630050.250000 Penalty: 4916.401855
	Iteration 3F: 3 clusters Score -2630050 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2630363.250000 Penalty: 4916.401855
	Iteration 4Q: 3 clusters Score -2630363 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2630621.750000 Penalty: 4916.401855
	Iteration 5Q: 3 clusters Score -2630622 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2630842.250000 Penalty: 4916.401855
	Iteration 6Q: 3 clusters Score -2630842 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2631051.000000 Penalty: 4916.401855
	Iteration 7Q: 3 clusters Score -2631051 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2631256.750000 Penalty: 4916.401855
	Iteration 8Q: 3 clusters Score -2631257 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2631476.000000 Penalty: 4916.401855
	Iteration 9Q: 3 clusters Score -2631476 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2631738.250000 Penalty: 4916.401855
	Iteration 10Q: 3 clusters Score -2631738 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2632036.500000 Penalty: 4916.401855
	Iteration 11Q: 3 clusters Score -2632036 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2632412.500000 Penalty: 4916.401855
	Iteration 12Q: 3 clusters Score -2632412 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2632860.750000 Penalty: 4916.401855
	Iteration 13Q: 3 clusters Score -2632861 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2633330.500000 Penalty: 4916.401855
	Iteration 14Q: 3 clusters Score -2633330 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2633799.250000 Penalty: 4916.401855
	Iteration 15Q: 3 clusters Score -2633799 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2634180.000000 Penalty: 4916.401855
	Iteration 16Q: 3 clusters Score -2634180 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2634431.750000 Penalty: 4916.401855
	Iteration 17Q: 3 clusters Score -2634432 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2634593.500000 Penalty: 4916.401855
	Iteration 18Q: 3 clusters Score -2634594 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2634699.000000 Penalty: 4916.401855
	Iteration 19Q: 3 clusters Score -2634699 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2634794.000000 Penalty: 4916.401855
	Iteration 20F: 3 clusters Score -2634794 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2634894.000000 Penalty: 4916.401855
	Iteration 21Q: 3 clusters Score -2634894 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2634982.500000 Penalty: 4916.401855
	Iteration 22Q: 3 clusters Score -2634982 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2635059.750000 Penalty: 4916.401855
	Iteration 23Q: 3 clusters Score -2635060 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2635155.500000 Penalty: 4916.401855
	Iteration 24Q: 3 clusters Score -2635156 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2635246.750000 Penalty: 4916.401855
	Iteration 25Q: 3 clusters Score -2635247 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2635340.000000 Penalty: 4916.401855
	Iteration 26Q: 3 clusters Score -2635340 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2635435.750000 Penalty: 4916.401855
	Iteration 27Q: 3 clusters Score -2635436 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2635512.500000 Penalty: 4916.401855
	Iteration 28Q: 3 clusters Score -2635512 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2635585.250000 Penalty: 4916.401855
	Iteration 29Q: 3 clusters Score -2635585 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2635677.750000 Penalty: 4916.401855
	Iteration 30Q: 3 clusters Score -2635678 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2635744.750000 Penalty: 4916.401855
	Iteration 31Q: 3 clusters Score -2635745 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2635850.250000 Penalty: 4916.401855
	Iteration 32Q: 3 clusters Score -2635850 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2635936.500000 Penalty: 4916.401855
	Iteration 33Q: 3 clusters Score -2635936 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2636005.250000 Penalty: 4916.401855
	Iteration 34Q: 3 clusters Score -2636005 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2636059.250000 Penalty: 4916.401855
	Iteration 35Q: 3 clusters Score -2636059 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2636112.500000 Penalty: 4916.401855
	Iteration 36Q: 3 clusters Score -2636112 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2636174.500000 Penalty: 4916.401855
	Iteration 37Q: 3 clusters Score -2636174 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2636208.250000 Penalty: 4916.401855
	Iteration 38Q: 3 clusters Score -2636208 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2636241.750000 Penalty: 4916.401855
	Iteration 39Q: 3 clusters Score -2636242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2636274.000000 Penalty: 4916.401855
	Iteration 40F: 3 clusters Score -2636274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2636280.500000 Penalty: 4916.401855
	Iteration 41Q: 3 clusters Score -2636280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2636299.500000 Penalty: 4916.401855
	Iteration 42Q: 3 clusters Score -2636300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2636307.000000 Penalty: 4916.401855
	Iteration 43Q: 3 clusters Score -2636307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2636309.250000 Penalty: 4916.401855
	Iteration 44Q: 3 clusters Score -2636309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2636321.000000 Penalty: 4916.401855
	Iteration 45Q: 3 clusters Score -2636321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2636333.000000 Penalty: 4916.401855
	Iteration 46Q: 3 clusters Score -2636333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2636330.500000 Penalty: 4916.401855
	Iteration 47Q: 3 clusters Score -2636330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2636337.500000 Penalty: 4916.401855
	Iteration 48Q: 3 clusters Score -2636338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2636350.750000 Penalty: 4916.401855
	Iteration 49Q: 3 clusters Score -2636351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2636353.000000 Penalty: 4916.401855
	Iteration 50Q: 3 clusters Score -2636353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2636353.500000 Penalty: 4916.401855
	Iteration 51Q: 3 clusters Score -2636354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2636364.750000 Penalty: 4916.401855
	Iteration 52Q: 3 clusters Score -2636365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2636368.250000 Penalty: 4916.401855
	Iteration 53Q: 3 clusters Score -2636368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2636371.500000 Penalty: 4916.401855
	Iteration 54Q: 3 clusters Score -2636372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2636374.000000 Penalty: 4916.401855
	Iteration 55Q: 3 clusters Score -2636374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2636373.000000 Penalty: 4916.401855
	Iteration 56Q: 3 clusters Score -2636373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2636376.250000 Penalty: 4916.401855
	Iteration 57Q: 3 clusters Score -2636376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2636383.500000 Penalty: 4916.401855
	Iteration 58Q: 3 clusters Score -2636384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2636384.500000 Penalty: 4916.401855
	Iteration 59Q: 3 clusters Score -2636384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2636390.000000 Penalty: 4916.401855
	Iteration 60F: 3 clusters Score -2636390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2636388.750000 Penalty: 4916.401855
	Iteration 61Q: 3 clusters Score -2636389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2636385.750000 Penalty: 4916.401855
	Iteration 62Q: 3 clusters Score -2636386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2636389.000000 Penalty: 4916.401855
	Iteration 63Q: 3 clusters Score -2636389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2636389.500000 Penalty: 4916.401855
	Iteration 64Q: 3 clusters Score -2636390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2636389.000000 Penalty: 4916.401855
	Iteration 65Q: 3 clusters Score -2636389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2636391.250000 Penalty: 4916.401855
	Iteration 66Q: 3 clusters Score -2636391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2636390.500000 Penalty: 4916.401855
	Iteration 67Q: 3 clusters Score -2636390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2636391.250000 Penalty: 4916.401855
	Iteration 68Q: 3 clusters Score -2636391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2636391.750000 Penalty: 4916.401855
	Iteration 69Q: 3 clusters Score -2636392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2636392.750000 Penalty: 4916.401855
	Iteration 70Q: 3 clusters Score -2636393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2636394.250000 Penalty: 4916.401855
	Iteration 71Q: 3 clusters Score -2636394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2636391.500000 Penalty: 4916.401855
	Iteration 72Q: 3 clusters Score -2636392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2636391.500000 Penalty: 4916.401855
	Iteration 73F: 3 clusters Score -2636392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Entering Unmasked Estep 
Score: -2082303.375000 Penalty: 2401.050781
	Iteration 0F: 2 clusters Score -2082303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2070833.000000 Penalty: 4802.101562
	Iteration 0F: 3 clusters Score -2070833 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2074577.625000 Penalty: 4802.101562
	Iteration 1F: 3 clusters Score -2074578 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2074972.125000 Penalty: 4802.101562
	Iteration 2F: 3 clusters Score -2074972 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2075310.125000 Penalty: 4802.101562
	Iteration 3Q: 3 clusters Score -2075310 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2075632.125000 Penalty: 4802.101562
	Iteration 4Q: 3 clusters Score -2075632 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2075979.375000 Penalty: 4802.101562
	Iteration 5Q: 3 clusters Score -2075979 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2076388.375000 Penalty: 4802.101562
	Iteration 6Q: 3 clusters Score -2076388 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2076816.375000 Penalty: 4802.101562
	Iteration 7Q: 3 clusters Score -2076816 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2077322.625000 Penalty: 4802.101562
	Iteration 8Q: 3 clusters Score -2077323 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2077861.500000 Penalty: 4802.101562
	Iteration 9Q: 3 clusters Score -2077862 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2078338.250000 Penalty: 4802.101562
	Iteration 10Q: 3 clusters Score -2078338 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2078789.000000 Penalty: 4802.101562
	Iteration 11Q: 3 clusters Score -2078789 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2079142.750000 Penalty: 4802.101562
	Iteration 12Q: 3 clusters Score -2079143 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2079387.500000 Penalty: 4802.101562
	Iteration 13Q: 3 clusters Score -2079388 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2079569.125000 Penalty: 4802.101562
	Iteration 14Q: 3 clusters Score -2079569 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2079721.125000 Penalty: 4802.101562
	Iteration 15Q: 3 clusters Score -2079721 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2079834.375000 Penalty: 4802.101562
	Iteration 16Q: 3 clusters Score -2079834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2079903.750000 Penalty: 4802.101562
	Iteration 17Q: 3 clusters Score -2079904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2079954.250000 Penalty: 4802.101562
	Iteration 18Q: 3 clusters Score -2079954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2080006.375000 Penalty: 4802.101562
	Iteration 19Q: 3 clusters Score -2080006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2080044.875000 Penalty: 4802.101562
	Iteration 20F: 3 clusters Score -2080045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2080077.250000 Penalty: 4802.101562
	Iteration 21Q: 3 clusters Score -2080077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2080092.375000 Penalty: 4802.101562
	Iteration 22Q: 3 clusters Score -2080092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2080117.000000 Penalty: 4802.101562
	Iteration 23Q: 3 clusters Score -2080117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2080135.625000 Penalty: 4802.101562
	Iteration 24Q: 3 clusters Score -2080136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2080151.750000 Penalty: 4802.101562
	Iteration 25Q: 3 clusters Score -2080152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2080157.250000 Penalty: 4802.101562
	Iteration 26Q: 3 clusters Score -2080157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2080174.500000 Penalty: 4802.101562
	Iteration 27Q: 3 clusters Score -2080174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2080180.375000 Penalty: 4802.101562
	Iteration 28Q: 3 clusters Score -2080180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2080186.125000 Penalty: 4802.101562
	Iteration 29Q: 3 clusters Score -2080186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2080190.625000 Penalty: 4802.101562
	Iteration 30Q: 3 clusters Score -2080191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2080189.250000 Penalty: 4802.101562
	Iteration 31Q: 3 clusters Score -2080189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2080197.875000 Penalty: 4802.101562
	Iteration 32Q: 3 clusters Score -2080198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2080203.000000 Penalty: 4802.101562
	Iteration 33Q: 3 clusters Score -2080203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2080209.000000 Penalty: 4802.101562
	Iteration 34Q: 3 clusters Score -2080209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2080215.875000 Penalty: 4802.101562
	Iteration 35Q: 3 clusters Score -2080216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2080218.750000 Penalty: 4802.101562
	Iteration 36Q: 3 clusters Score -2080219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2080217.500000 Penalty: 4802.101562
	Iteration 37Q: 3 clusters Score -2080218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2080221.500000 Penalty: 4802.101562
	Iteration 38Q: 3 clusters Score -2080222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2080221.500000 Penalty: 4802.101562
	Iteration 39F: 3 clusters Score -2080222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -28350.253906 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -28350.25 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 129 members 
Entering Unmasked Estep 
Score: -27196.416016 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -27196.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27333.720703 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -27333.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27425.019531 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -27425.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27498.429688 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -27498.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27558.486328 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -27558.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27580.376953 Penalty: 2771.275391
	Iteration 5Q: 3 clusters Score -27580.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27621.261719 Penalty: 2771.275391
	Iteration 6Q: 3 clusters Score -27621.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27686.310547 Penalty: 2771.275391
	Iteration 7Q: 3 clusters Score -27686.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27862.816406 Penalty: 2771.275391
	Iteration 8Q: 3 clusters Score -27862.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27936.046875 Penalty: 2771.275391
	Iteration 9Q: 3 clusters Score -27936.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27948.089844 Penalty: 2771.275391
	Iteration 10Q: 3 clusters Score -27948.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27951.531250 Penalty: 2771.275391
	Iteration 11Q: 3 clusters Score -27951.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27951.531250 Penalty: 2771.275391
	Iteration 12F: 3 clusters Score -27951.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Entering Unmasked Estep 
Score: -5487823.500000 Penalty: 2640.825928
	Iteration 0F: 2 clusters Score -5487824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -5459146.500000 Penalty: 5281.651855
	Iteration 0F: 3 clusters Score -5459146 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5470234.500000 Penalty: 5281.651855
	Iteration 1F: 3 clusters Score -5470234 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5470855.500000 Penalty: 5281.651855
	Iteration 2Q: 3 clusters Score -5470856 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5471353.500000 Penalty: 5281.651855
	Iteration 3Q: 3 clusters Score -5471354 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -5471779.500000 Penalty: 5281.651855
	Iteration 4Q: 3 clusters Score -5471780 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -5472180.500000 Penalty: 5281.651855
	Iteration 5Q: 3 clusters Score -5472180 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -5472582.500000 Penalty: 5281.651855
	Iteration 6Q: 3 clusters Score -5472582 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5473071.000000 Penalty: 5281.651855
	Iteration 7Q: 3 clusters Score -5473071 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5473564.500000 Penalty: 5281.651855
	Iteration 8Q: 3 clusters Score -5473564 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5474175.500000 Penalty: 5281.651855
	Iteration 9Q: 3 clusters Score -5474176 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -5475048.000000 Penalty: 5281.651855
	Iteration 10Q: 3 clusters Score -5475048 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -5476101.000000 Penalty: 5281.651855
	Iteration 11Q: 3 clusters Score -5476101 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -5477245.000000 Penalty: 5281.651855
	Iteration 12Q: 3 clusters Score -5477245 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5478148.500000 Penalty: 5281.651855
	Iteration 13Q: 3 clusters Score -5478148 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -5478714.000000 Penalty: 5281.651855
	Iteration 14Q: 3 clusters Score -5478714 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -5479119.500000 Penalty: 5281.651855
	Iteration 15Q: 3 clusters Score -5479120 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5479426.500000 Penalty: 5281.651855
	Iteration 16Q: 3 clusters Score -5479426 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -5479648.500000 Penalty: 5281.651855
	Iteration 17Q: 3 clusters Score -5479648 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -5479890.500000 Penalty: 5281.651855
	Iteration 18Q: 3 clusters Score -5479890 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -5480183.000000 Penalty: 5281.651855
	Iteration 19Q: 3 clusters Score -5480183 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -5480494.000000 Penalty: 5281.651855
	Iteration 20F: 3 clusters Score -5480494 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5480812.500000 Penalty: 5281.651855
	Iteration 21Q: 3 clusters Score -5480812 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -5481155.500000 Penalty: 5281.651855
	Iteration 22Q: 3 clusters Score -5481156 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5481511.000000 Penalty: 5281.651855
	Iteration 23Q: 3 clusters Score -5481511 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -5481912.000000 Penalty: 5281.651855
	Iteration 24Q: 3 clusters Score -5481912 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5482286.000000 Penalty: 5281.651855
	Iteration 25Q: 3 clusters Score -5482286 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5482676.500000 Penalty: 5281.651855
	Iteration 26Q: 3 clusters Score -5482676 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -5483080.000000 Penalty: 5281.651855
	Iteration 27Q: 3 clusters Score -5483080 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5483480.500000 Penalty: 5281.651855
	Iteration 28Q: 3 clusters Score -5483480 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -5483892.000000 Penalty: 5281.651855
	Iteration 29Q: 3 clusters Score -5483892 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -5484275.000000 Penalty: 5281.651855
	Iteration 30Q: 3 clusters Score -5484275 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5484590.000000 Penalty: 5281.651855
	Iteration 31Q: 3 clusters Score -5484590 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -5484881.000000 Penalty: 5281.651855
	Iteration 32Q: 3 clusters Score -5484881 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5485086.500000 Penalty: 5281.651855
	Iteration 33Q: 3 clusters Score -5485086 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5485244.000000 Penalty: 5281.651855
	Iteration 34Q: 3 clusters Score -5485244 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -5485350.500000 Penalty: 5281.651855
	Iteration 35Q: 3 clusters Score -5485350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5485415.000000 Penalty: 5281.651855
	Iteration 36Q: 3 clusters Score -5485415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -5485481.000000 Penalty: 5281.651855
	Iteration 37Q: 3 clusters Score -5485481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5485517.000000 Penalty: 5281.651855
	Iteration 38Q: 3 clusters Score -5485517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5485544.000000 Penalty: 5281.651855
	Iteration 39Q: 3 clusters Score -5485544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5485564.000000 Penalty: 5281.651855
	Iteration 40F: 3 clusters Score -5485564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -5485576.500000 Penalty: 5281.651855
	Iteration 41Q: 3 clusters Score -5485576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -5485590.000000 Penalty: 5281.651855
	Iteration 42Q: 3 clusters Score -5485590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5485590.500000 Penalty: 5281.651855
	Iteration 43Q: 3 clusters Score -5485590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -5485592.000000 Penalty: 5281.651855
	Iteration 44Q: 3 clusters Score -5485592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -5485597.500000 Penalty: 5281.651855
	Iteration 45Q: 3 clusters Score -5485598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5485603.000000 Penalty: 5281.651855
	Iteration 46Q: 3 clusters Score -5485603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5485602.500000 Penalty: 5281.651855
	Iteration 47Q: 3 clusters Score -5485602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5485602.500000 Penalty: 5281.651855
	Iteration 48F: 3 clusters Score -5485602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Entering Unmasked Estep 
Score: -2067456.875000 Penalty: 2398.138916
	Iteration 0F: 2 clusters Score -2067457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2056023.875000 Penalty: 4796.277832
	Iteration 0F: 3 clusters Score -2056024 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2059686.625000 Penalty: 4796.277832
	Iteration 1F: 3 clusters Score -2059687 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2060049.000000 Penalty: 4796.277832
	Iteration 2F: 3 clusters Score -2060049 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2060370.125000 Penalty: 4796.277832
	Iteration 3F: 3 clusters Score -2060370 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2060684.250000 Penalty: 4796.277832
	Iteration 4Q: 3 clusters Score -2060684 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2061015.500000 Penalty: 4796.277832
	Iteration 5Q: 3 clusters Score -2061016 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2061395.125000 Penalty: 4796.277832
	Iteration 6Q: 3 clusters Score -2061395 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2061842.125000 Penalty: 4796.277832
	Iteration 7Q: 3 clusters Score -2061842 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2062355.250000 Penalty: 4796.277832
	Iteration 8F: 3 clusters Score -2062355 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2062875.625000 Penalty: 4796.277832
	Iteration 9Q: 3 clusters Score -2062876 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2063304.125000 Penalty: 4796.277832
	Iteration 10Q: 3 clusters Score -2063304 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2063683.500000 Penalty: 4796.277832
	Iteration 11Q: 3 clusters Score -2063684 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2064045.875000 Penalty: 4796.277832
	Iteration 12Q: 3 clusters Score -2064046 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2064380.625000 Penalty: 4796.277832
	Iteration 13Q: 3 clusters Score -2064381 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2064698.250000 Penalty: 4796.277832
	Iteration 14Q: 3 clusters Score -2064698 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2064934.750000 Penalty: 4796.277832
	Iteration 15Q: 3 clusters Score -2064935 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2065120.250000 Penalty: 4796.277832
	Iteration 16Q: 3 clusters Score -2065120 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2065277.750000 Penalty: 4796.277832
	Iteration 17Q: 3 clusters Score -2065278 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2065458.375000 Penalty: 4796.277832
	Iteration 18Q: 3 clusters Score -2065458 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2065617.625000 Penalty: 4796.277832
	Iteration 19Q: 3 clusters Score -2065618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2065724.625000 Penalty: 4796.277832
	Iteration 20F: 3 clusters Score -2065725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2065794.000000 Penalty: 4796.277832
	Iteration 21Q: 3 clusters Score -2065794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2065834.625000 Penalty: 4796.277832
	Iteration 22Q: 3 clusters Score -2065835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2065873.500000 Penalty: 4796.277832
	Iteration 23Q: 3 clusters Score -2065874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2065892.625000 Penalty: 4796.277832
	Iteration 24Q: 3 clusters Score -2065893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2065913.625000 Penalty: 4796.277832
	Iteration 25Q: 3 clusters Score -2065914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2065937.500000 Penalty: 4796.277832
	Iteration 26Q: 3 clusters Score -2065938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2065951.875000 Penalty: 4796.277832
	Iteration 27Q: 3 clusters Score -2065952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2065965.250000 Penalty: 4796.277832
	Iteration 28Q: 3 clusters Score -2065965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2065977.500000 Penalty: 4796.277832
	Iteration 29Q: 3 clusters Score -2065978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2065984.875000 Penalty: 4796.277832
	Iteration 30Q: 3 clusters Score -2065985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2065995.375000 Penalty: 4796.277832
	Iteration 31Q: 3 clusters Score -2065995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2065997.875000 Penalty: 4796.277832
	Iteration 32Q: 3 clusters Score -2065998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2065997.625000 Penalty: 4796.277832
	Iteration 33Q: 3 clusters Score -2065998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2065999.875000 Penalty: 4796.277832
	Iteration 34Q: 3 clusters Score -2066000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2066000.750000 Penalty: 4796.277832
	Iteration 35Q: 3 clusters Score -2066001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2066000.625000 Penalty: 4796.277832
	Iteration 36Q: 3 clusters Score -2066001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2065999.500000 Penalty: 4796.277832
	Iteration 37Q: 3 clusters Score -2066000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2066003.875000 Penalty: 4796.277832
	Iteration 38Q: 3 clusters Score -2066004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2066005.625000 Penalty: 4796.277832
	Iteration 39Q: 3 clusters Score -2066006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2066004.875000 Penalty: 4796.277832
	Iteration 40F: 3 clusters Score -2066005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2066006.500000 Penalty: 4796.277832
	Iteration 41Q: 3 clusters Score -2066006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2066005.750000 Penalty: 4796.277832
	Iteration 42Q: 3 clusters Score -2066006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2066005.000000 Penalty: 4796.277832
	Iteration 43Q: 3 clusters Score -2066005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2066008.500000 Penalty: 4796.277832
	Iteration 44Q: 3 clusters Score -2066008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2066007.500000 Penalty: 4796.277832
	Iteration 45Q: 3 clusters Score -2066008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2066012.375000 Penalty: 4796.277832
	Iteration 46Q: 3 clusters Score -2066012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2066011.375000 Penalty: 4796.277832
	Iteration 47Q: 3 clusters Score -2066011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2066014.750000 Penalty: 4796.277832
	Iteration 48Q: 3 clusters Score -2066015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2066017.375000 Penalty: 4796.277832
	Iteration 49Q: 3 clusters Score -2066017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2066018.500000 Penalty: 4796.277832
	Iteration 50Q: 3 clusters Score -2066018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2066017.500000 Penalty: 4796.277832
	Iteration 51Q: 3 clusters Score -2066018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2066017.875000 Penalty: 4796.277832
	Iteration 52Q: 3 clusters Score -2066018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2066017.875000 Penalty: 4796.277832
	Iteration 53F: 3 clusters Score -2066018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Entering Unmasked Estep 
Score: -1411990.250000 Penalty: 2304.830078
	Iteration 0F: 2 clusters Score -1411990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1403791.125000 Penalty: 4609.660156
	Iteration 0F: 3 clusters Score -1403791 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1406178.875000 Penalty: 4609.660156
	Iteration 1F: 3 clusters Score -1406179 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1406488.750000 Penalty: 4609.660156
	Iteration 2F: 3 clusters Score -1406489 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1406737.125000 Penalty: 4609.660156
	Iteration 3Q: 3 clusters Score -1406737 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1406971.250000 Penalty: 4609.660156
	Iteration 4Q: 3 clusters Score -1406971 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1407186.875000 Penalty: 4609.660156
	Iteration 5Q: 3 clusters Score -1407187 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1407391.875000 Penalty: 4609.660156
	Iteration 6Q: 3 clusters Score -1407392 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1407632.250000 Penalty: 4609.660156
	Iteration 7Q: 3 clusters Score -1407632 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1407904.000000 Penalty: 4609.660156
	Iteration 8Q: 3 clusters Score -1407904 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1408178.125000 Penalty: 4609.660156
	Iteration 9Q: 3 clusters Score -1408178 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1408475.000000 Penalty: 4609.660156
	Iteration 10Q: 3 clusters Score -1408475 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1408767.750000 Penalty: 4609.660156
	Iteration 11Q: 3 clusters Score -1408768 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1409035.375000 Penalty: 4609.660156
	Iteration 12Q: 3 clusters Score -1409035 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1409279.875000 Penalty: 4609.660156
	Iteration 13Q: 3 clusters Score -1409280 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1409474.500000 Penalty: 4609.660156
	Iteration 14Q: 3 clusters Score -1409474 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1409606.000000 Penalty: 4609.660156
	Iteration 15Q: 3 clusters Score -1409606 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1409682.750000 Penalty: 4609.660156
	Iteration 16Q: 3 clusters Score -1409683 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1409748.375000 Penalty: 4609.660156
	Iteration 17Q: 3 clusters Score -1409748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1409802.000000 Penalty: 4609.660156
	Iteration 18Q: 3 clusters Score -1409802 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1409837.750000 Penalty: 4609.660156
	Iteration 19Q: 3 clusters Score -1409838 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1409876.750000 Penalty: 4609.660156
	Iteration 20F: 3 clusters Score -1409877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1409905.000000 Penalty: 4609.660156
	Iteration 21Q: 3 clusters Score -1409905 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1409940.000000 Penalty: 4609.660156
	Iteration 22Q: 3 clusters Score -1409940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1409970.500000 Penalty: 4609.660156
	Iteration 23Q: 3 clusters Score -1409970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1410003.000000 Penalty: 4609.660156
	Iteration 24Q: 3 clusters Score -1410003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1410024.375000 Penalty: 4609.660156
	Iteration 25Q: 3 clusters Score -1410024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1410050.250000 Penalty: 4609.660156
	Iteration 26Q: 3 clusters Score -1410050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1410072.250000 Penalty: 4609.660156
	Iteration 27Q: 3 clusters Score -1410072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1410097.750000 Penalty: 4609.660156
	Iteration 28Q: 3 clusters Score -1410098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1410124.625000 Penalty: 4609.660156
	Iteration 29Q: 3 clusters Score -1410125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1410141.375000 Penalty: 4609.660156
	Iteration 30Q: 3 clusters Score -1410141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1410156.750000 Penalty: 4609.660156
	Iteration 31Q: 3 clusters Score -1410157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1410170.000000 Penalty: 4609.660156
	Iteration 32Q: 3 clusters Score -1410170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1410184.250000 Penalty: 4609.660156
	Iteration 33Q: 3 clusters Score -1410184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1410195.875000 Penalty: 4609.660156
	Iteration 34Q: 3 clusters Score -1410196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1410199.500000 Penalty: 4609.660156
	Iteration 35Q: 3 clusters Score -1410200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1410202.625000 Penalty: 4609.660156
	Iteration 36Q: 3 clusters Score -1410203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1410207.500000 Penalty: 4609.660156
	Iteration 37Q: 3 clusters Score -1410208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1410209.875000 Penalty: 4609.660156
	Iteration 38Q: 3 clusters Score -1410210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1410214.000000 Penalty: 4609.660156
	Iteration 39Q: 3 clusters Score -1410214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1410216.000000 Penalty: 4609.660156
	Iteration 40F: 3 clusters Score -1410216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1410215.875000 Penalty: 4609.660156
	Iteration 41Q: 3 clusters Score -1410216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1410222.750000 Penalty: 4609.660156
	Iteration 42Q: 3 clusters Score -1410223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1410234.875000 Penalty: 4609.660156
	Iteration 43Q: 3 clusters Score -1410235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1410245.125000 Penalty: 4609.660156
	Iteration 44Q: 3 clusters Score -1410245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1410251.375000 Penalty: 4609.660156
	Iteration 45Q: 3 clusters Score -1410251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1410261.000000 Penalty: 4609.660156
	Iteration 46Q: 3 clusters Score -1410261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1410274.125000 Penalty: 4609.660156
	Iteration 47Q: 3 clusters Score -1410274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1410283.875000 Penalty: 4609.660156
	Iteration 48Q: 3 clusters Score -1410284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1410294.250000 Penalty: 4609.660156
	Iteration 49Q: 3 clusters Score -1410294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1410305.375000 Penalty: 4609.660156
	Iteration 50Q: 3 clusters Score -1410305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1410312.750000 Penalty: 4609.660156
	Iteration 51Q: 3 clusters Score -1410313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1410324.000000 Penalty: 4609.660156
	Iteration 52Q: 3 clusters Score -1410324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1410325.250000 Penalty: 4609.660156
	Iteration 53Q: 3 clusters Score -1410325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1410329.875000 Penalty: 4609.660156
	Iteration 54Q: 3 clusters Score -1410330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1410335.500000 Penalty: 4609.660156
	Iteration 55Q: 3 clusters Score -1410336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1410336.875000 Penalty: 4609.660156
	Iteration 56Q: 3 clusters Score -1410337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1410343.500000 Penalty: 4609.660156
	Iteration 57Q: 3 clusters Score -1410344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1410353.000000 Penalty: 4609.660156
	Iteration 58Q: 3 clusters Score -1410353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1410354.250000 Penalty: 4609.660156
	Iteration 59Q: 3 clusters Score -1410354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1410362.125000 Penalty: 4609.660156
	Iteration 60F: 3 clusters Score -1410362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1410371.500000 Penalty: 4609.660156
	Iteration 61Q: 3 clusters Score -1410372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1410371.500000 Penalty: 4609.660156
	Iteration 62Q: 3 clusters Score -1410372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1410371.250000 Penalty: 4609.660156
	Iteration 63Q: 3 clusters Score -1410371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1410372.125000 Penalty: 4609.660156
	Iteration 64Q: 3 clusters Score -1410372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1410375.750000 Penalty: 4609.660156
	Iteration 65Q: 3 clusters Score -1410376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1410375.500000 Penalty: 4609.660156
	Iteration 66Q: 3 clusters Score -1410376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1410373.750000 Penalty: 4609.660156
	Iteration 67Q: 3 clusters Score -1410374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1410373.750000 Penalty: 4609.660156
	Iteration 68F: 3 clusters Score -1410374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (147016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147016 members 
Entering Unmasked Estep 
Score: -19280010.000000 Penalty: 2950.777588
	Iteration 0F: 2 clusters Score -1.928001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -19182902.000000 Penalty: 5901.555176
	Iteration 0F: 3 clusters Score -1.91829e+07 nChanged 70265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -19223274.000000 Penalty: 5901.555176
	Iteration 1F: 3 clusters Score -1.922327e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -19224236.000000 Penalty: 5901.555176
	Iteration 2Q: 3 clusters Score -1.922424e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -19225718.000000 Penalty: 5901.555176
	Iteration 3Q: 3 clusters Score -1.922572e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -19227952.000000 Penalty: 5901.555176
	Iteration 4Q: 3 clusters Score -1.922795e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -19230856.000000 Penalty: 5901.555176
	Iteration 5Q: 3 clusters Score -1.923086e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -19234680.000000 Penalty: 5901.555176
	Iteration 6F: 3 clusters Score -1.923468e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -19239830.000000 Penalty: 5901.555176
	Iteration 7F: 3 clusters Score -1.923983e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -19246732.000000 Penalty: 5901.555176
	Iteration 8F: 3 clusters Score -1.924673e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109670 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -19254956.000000 Penalty: 5901.555176
	Iteration 9F: 3 clusters Score -1.925496e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117741 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -19262244.000000 Penalty: 5901.555176
	Iteration 10F: 3 clusters Score -1.926224e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -19268190.000000 Penalty: 5901.555176
	Iteration 11Q: 3 clusters Score -1.926819e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128970 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -19272774.000000 Penalty: 5901.555176
	Iteration 12Q: 3 clusters Score -1.927277e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132464 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -19276276.000000 Penalty: 5901.555176
	Iteration 13Q: 3 clusters Score -1.927628e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -19278892.000000 Penalty: 5901.555176
	Iteration 14Q: 3 clusters Score -1.927889e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -19280600.000000 Penalty: 5901.555176
	Iteration 15Q: 3 clusters Score -1.92806e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137809 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -19281900.000000 Penalty: 5901.555176
	Iteration 16Q: 3 clusters Score -1.92819e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -19282552.000000 Penalty: 5901.555176
	Iteration 17Q: 3 clusters Score -1.928255e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -19282838.000000 Penalty: 5901.555176
	Iteration 18Q: 3 clusters Score -1.928284e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139366 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -19282958.000000 Penalty: 5901.555176
	Iteration 19Q: 3 clusters Score -1.928296e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139584 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -19283010.000000 Penalty: 5901.555176
	Iteration 20F: 3 clusters Score -1.928301e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139744 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -19283036.000000 Penalty: 5901.555176
	Iteration 21Q: 3 clusters Score -1.928304e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139833 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -19283010.000000 Penalty: 5901.555176
	Iteration 22Q: 3 clusters Score -1.928301e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -19283002.000000 Penalty: 5901.555176
	Iteration 23Q: 3 clusters Score -1.9283e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139935 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -19283016.000000 Penalty: 5901.555176
	Iteration 24Q: 3 clusters Score -1.928302e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139970 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -19283016.000000 Penalty: 5901.555176
	Iteration 25Q: 3 clusters Score -1.928302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139997 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -19282992.000000 Penalty: 5901.555176
	Iteration 26Q: 3 clusters Score -1.928299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -19282986.000000 Penalty: 5901.555176
	Iteration 27Q: 3 clusters Score -1.928299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140027 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -19282986.000000 Penalty: 5901.555176
	Iteration 28Q: 3 clusters Score -1.928299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140034 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -19282986.000000 Penalty: 5901.555176
	Iteration 29Q: 3 clusters Score -1.928299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140044 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -19282982.000000 Penalty: 5901.555176
	Iteration 30Q: 3 clusters Score -1.928298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140058 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -19282976.000000 Penalty: 5901.555176
	Iteration 31Q: 3 clusters Score -1.928298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -19282960.000000 Penalty: 5901.555176
	Iteration 32Q: 3 clusters Score -1.928296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140078 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -19282958.000000 Penalty: 5901.555176
	Iteration 33Q: 3 clusters Score -1.928296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140082 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -19282958.000000 Penalty: 5901.555176
	Iteration 34Q: 3 clusters Score -1.928296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140087 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -19282948.000000 Penalty: 5901.555176
	Iteration 35Q: 3 clusters Score -1.928295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140093 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -19282960.000000 Penalty: 5901.555176
	Iteration 36Q: 3 clusters Score -1.928296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -19282944.000000 Penalty: 5901.555176
	Iteration 37Q: 3 clusters Score -1.928294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140107 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -19282950.000000 Penalty: 5901.555176
	Iteration 38Q: 3 clusters Score -1.928295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140113 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -19282962.000000 Penalty: 5901.555176
	Iteration 39Q: 3 clusters Score -1.928296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140117 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -19282970.000000 Penalty: 5901.555176
	Iteration 40F: 3 clusters Score -1.928297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -19282974.000000 Penalty: 5901.555176
	Iteration 41Q: 3 clusters Score -1.928297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140123 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -19282972.000000 Penalty: 5901.555176
	Iteration 42Q: 3 clusters Score -1.928297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140123 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -19282972.000000 Penalty: 5901.555176
	Iteration 43F: 3 clusters Score -1.928297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16021 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42129 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 140123 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 6893 members 
Entering Unmasked Estep 
Score: -42907180.000000 Penalty: 66272.132812
Splitting cluster 15 changes total score from -42904324.000000 to -42907180.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (3801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Entering Unmasked Estep 
Score: -485583.843750 Penalty: 2044.268799
	Iteration 0F: 2 clusters Score -485583.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -481741.843750 Penalty: 4088.537598
	Iteration 0F: 3 clusters Score -481741.8 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -482573.781250 Penalty: 4088.537598
	Iteration 1F: 3 clusters Score -482573.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -482782.062500 Penalty: 4088.537598
	Iteration 2F: 3 clusters Score -482782.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -482914.156250 Penalty: 4088.537598
	Iteration 3F: 3 clusters Score -482914.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -483000.937500 Penalty: 4088.537598
	Iteration 4Q: 3 clusters Score -483000.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -483071.437500 Penalty: 4088.537598
	Iteration 5Q: 3 clusters Score -483071.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -483138.406250 Penalty: 4088.537598
	Iteration 6Q: 3 clusters Score -483138.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -483191.750000 Penalty: 4088.537598
	Iteration 7Q: 3 clusters Score -483191.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -483243.718750 Penalty: 4088.537598
	Iteration 8Q: 3 clusters Score -483243.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -483282.937500 Penalty: 4088.537598
	Iteration 9Q: 3 clusters Score -483282.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -483319.562500 Penalty: 4088.537598
	Iteration 10Q: 3 clusters Score -483319.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -483355.343750 Penalty: 4088.537598
	Iteration 11Q: 3 clusters Score -483355.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -483394.718750 Penalty: 4088.537598
	Iteration 12Q: 3 clusters Score -483394.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -483439.593750 Penalty: 4088.537598
	Iteration 13Q: 3 clusters Score -483439.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -483493.000000 Penalty: 4088.537598
	Iteration 14Q: 3 clusters Score -483493 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -483543.968750 Penalty: 4088.537598
	Iteration 15Q: 3 clusters Score -483544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -483579.906250 Penalty: 4088.537598
	Iteration 16Q: 3 clusters Score -483579.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -483614.406250 Penalty: 4088.537598
	Iteration 17Q: 3 clusters Score -483614.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -483645.312500 Penalty: 4088.537598
	Iteration 18Q: 3 clusters Score -483645.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -483673.656250 Penalty: 4088.537598
	Iteration 19Q: 3 clusters Score -483673.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -483706.968750 Penalty: 4088.537598
	Iteration 20F: 3 clusters Score -483707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -483727.656250 Penalty: 4088.537598
	Iteration 21Q: 3 clusters Score -483727.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -483753.562500 Penalty: 4088.537598
	Iteration 22Q: 3 clusters Score -483753.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -483776.187500 Penalty: 4088.537598
	Iteration 23Q: 3 clusters Score -483776.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -483793.343750 Penalty: 4088.537598
	Iteration 24Q: 3 clusters Score -483793.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -483805.812500 Penalty: 4088.537598
	Iteration 25Q: 3 clusters Score -483805.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -483816.031250 Penalty: 4088.537598
	Iteration 26Q: 3 clusters Score -483816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -483824.281250 Penalty: 4088.537598
	Iteration 27Q: 3 clusters Score -483824.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -483833.187500 Penalty: 4088.537598
	Iteration 28Q: 3 clusters Score -483833.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -483843.250000 Penalty: 4088.537598
	Iteration 29Q: 3 clusters Score -483843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -483848.000000 Penalty: 4088.537598
	Iteration 30Q: 3 clusters Score -483848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -483851.812500 Penalty: 4088.537598
	Iteration 31Q: 3 clusters Score -483851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -483853.593750 Penalty: 4088.537598
	Iteration 32Q: 3 clusters Score -483853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -483852.968750 Penalty: 4088.537598
	Iteration 33Q: 3 clusters Score -483853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -483854.593750 Penalty: 4088.537598
	Iteration 34Q: 3 clusters Score -483854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -483856.000000 Penalty: 4088.537598
	Iteration 35Q: 3 clusters Score -483856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -483857.281250 Penalty: 4088.537598
	Iteration 36Q: 3 clusters Score -483857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -483859.593750 Penalty: 4088.537598
	Iteration 37Q: 3 clusters Score -483859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -483861.812500 Penalty: 4088.537598
	Iteration 38Q: 3 clusters Score -483861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -483864.531250 Penalty: 4088.537598
	Iteration 39Q: 3 clusters Score -483864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -483867.062500 Penalty: 4088.537598
	Iteration 40F: 3 clusters Score -483867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -483869.281250 Penalty: 4088.537598
	Iteration 41Q: 3 clusters Score -483869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -483870.718750 Penalty: 4088.537598
	Iteration 42Q: 3 clusters Score -483870.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -483875.187500 Penalty: 4088.537598
	Iteration 43Q: 3 clusters Score -483875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -483881.500000 Penalty: 4088.537598
	Iteration 44Q: 3 clusters Score -483881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -483885.593750 Penalty: 4088.537598
	Iteration 45Q: 3 clusters Score -483885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -483890.781250 Penalty: 4088.537598
	Iteration 46Q: 3 clusters Score -483890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -483895.062500 Penalty: 4088.537598
	Iteration 47Q: 3 clusters Score -483895.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -483901.593750 Penalty: 4088.537598
	Iteration 48Q: 3 clusters Score -483901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -483905.156250 Penalty: 4088.537598
	Iteration 49Q: 3 clusters Score -483905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -483906.906250 Penalty: 4088.537598
	Iteration 50Q: 3 clusters Score -483906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -483909.625000 Penalty: 4088.537598
	Iteration 51Q: 3 clusters Score -483909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -483911.937500 Penalty: 4088.537598
	Iteration 52Q: 3 clusters Score -483911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -483912.906250 Penalty: 4088.537598
	Iteration 53Q: 3 clusters Score -483912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -483913.500000 Penalty: 4088.537598
	Iteration 54Q: 3 clusters Score -483913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -483915.531250 Penalty: 4088.537598
	Iteration 55Q: 3 clusters Score -483915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -483916.093750 Penalty: 4088.537598
	Iteration 56Q: 3 clusters Score -483916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -483917.218750 Penalty: 4088.537598
	Iteration 57Q: 3 clusters Score -483917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -483918.312500 Penalty: 4088.537598
	Iteration 58Q: 3 clusters Score -483918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -483920.062500 Penalty: 4088.537598
	Iteration 59Q: 3 clusters Score -483920.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -483924.468750 Penalty: 4088.537598
	Iteration 60F: 3 clusters Score -483924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -483927.687500 Penalty: 4088.537598
	Iteration 61Q: 3 clusters Score -483927.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -483930.750000 Penalty: 4088.537598
	Iteration 62Q: 3 clusters Score -483930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -483933.875000 Penalty: 4088.537598
	Iteration 63Q: 3 clusters Score -483933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -483933.812500 Penalty: 4088.537598
	Iteration 64Q: 3 clusters Score -483933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -483933.812500 Penalty: 4088.537598
	Iteration 65F: 3 clusters Score -483933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -1062428.375000 Penalty: 2235.160156
	Iteration 0F: 2 clusters Score -1062428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1055934.625000 Penalty: 4470.320312
	Iteration 0F: 3 clusters Score -1055935 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1057687.250000 Penalty: 4470.320312
	Iteration 1F: 3 clusters Score -1057687 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1057941.625000 Penalty: 4470.320312
	Iteration 2F: 3 clusters Score -1057942 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1058098.250000 Penalty: 4470.320312
	Iteration 3Q: 3 clusters Score -1058098 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1058212.125000 Penalty: 4470.320312
	Iteration 4Q: 3 clusters Score -1058212 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1058293.750000 Penalty: 4470.320312
	Iteration 5Q: 3 clusters Score -1058294 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1058342.625000 Penalty: 4470.320312
	Iteration 6Q: 3 clusters Score -1058343 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1058381.625000 Penalty: 4470.320312
	Iteration 7Q: 3 clusters Score -1058382 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1058413.125000 Penalty: 4470.320312
	Iteration 8Q: 3 clusters Score -1058413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1058440.625000 Penalty: 4470.320312
	Iteration 9Q: 3 clusters Score -1058441 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1058462.125000 Penalty: 4470.320312
	Iteration 10Q: 3 clusters Score -1058462 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1058482.750000 Penalty: 4470.320312
	Iteration 11Q: 3 clusters Score -1058483 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1058503.375000 Penalty: 4470.320312
	Iteration 12Q: 3 clusters Score -1058503 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1058525.750000 Penalty: 4470.320312
	Iteration 13Q: 3 clusters Score -1058526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1058545.750000 Penalty: 4470.320312
	Iteration 14Q: 3 clusters Score -1058546 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1058578.750000 Penalty: 4470.320312
	Iteration 15Q: 3 clusters Score -1058579 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1058616.125000 Penalty: 4470.320312
	Iteration 16Q: 3 clusters Score -1058616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1058654.125000 Penalty: 4470.320312
	Iteration 17Q: 3 clusters Score -1058654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1058692.875000 Penalty: 4470.320312
	Iteration 18Q: 3 clusters Score -1058693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1058733.875000 Penalty: 4470.320312
	Iteration 19Q: 3 clusters Score -1058734 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1058775.625000 Penalty: 4470.320312
	Iteration 20F: 3 clusters Score -1058776 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1058834.375000 Penalty: 4470.320312
	Iteration 21Q: 3 clusters Score -1058834 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1058917.125000 Penalty: 4470.320312
	Iteration 22Q: 3 clusters Score -1058917 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1059019.875000 Penalty: 4470.320312
	Iteration 23Q: 3 clusters Score -1059020 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1059135.750000 Penalty: 4470.320312
	Iteration 24Q: 3 clusters Score -1059136 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1059279.750000 Penalty: 4470.320312
	Iteration 25Q: 3 clusters Score -1059280 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1059469.375000 Penalty: 4470.320312
	Iteration 26Q: 3 clusters Score -1059469 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1059695.250000 Penalty: 4470.320312
	Iteration 27Q: 3 clusters Score -1059695 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1059907.750000 Penalty: 4470.320312
	Iteration 28Q: 3 clusters Score -1059908 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1060073.500000 Penalty: 4470.320312
	Iteration 29Q: 3 clusters Score -1060074 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1060179.750000 Penalty: 4470.320312
	Iteration 30Q: 3 clusters Score -1060180 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1060267.750000 Penalty: 4470.320312
	Iteration 31Q: 3 clusters Score -1060268 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1060324.125000 Penalty: 4470.320312
	Iteration 32Q: 3 clusters Score -1060324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1060375.000000 Penalty: 4470.320312
	Iteration 33Q: 3 clusters Score -1060375 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1060423.750000 Penalty: 4470.320312
	Iteration 34Q: 3 clusters Score -1060424 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1060465.625000 Penalty: 4470.320312
	Iteration 35Q: 3 clusters Score -1060466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1060490.875000 Penalty: 4470.320312
	Iteration 36Q: 3 clusters Score -1060491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1060516.125000 Penalty: 4470.320312
	Iteration 37Q: 3 clusters Score -1060516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1060536.875000 Penalty: 4470.320312
	Iteration 38Q: 3 clusters Score -1060537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1060560.875000 Penalty: 4470.320312
	Iteration 39Q: 3 clusters Score -1060561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1060581.625000 Penalty: 4470.320312
	Iteration 40F: 3 clusters Score -1060582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1060593.000000 Penalty: 4470.320312
	Iteration 41Q: 3 clusters Score -1060593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1060603.125000 Penalty: 4470.320312
	Iteration 42Q: 3 clusters Score -1060603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1060610.125000 Penalty: 4470.320312
	Iteration 43Q: 3 clusters Score -1060610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1060623.875000 Penalty: 4470.320312
	Iteration 44Q: 3 clusters Score -1060624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1060628.250000 Penalty: 4470.320312
	Iteration 45Q: 3 clusters Score -1060628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1060639.625000 Penalty: 4470.320312
	Iteration 46Q: 3 clusters Score -1060640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1060641.500000 Penalty: 4470.320312
	Iteration 47Q: 3 clusters Score -1060642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1060649.250000 Penalty: 4470.320312
	Iteration 48Q: 3 clusters Score -1060649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1060654.875000 Penalty: 4470.320312
	Iteration 49Q: 3 clusters Score -1060655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1060657.875000 Penalty: 4470.320312
	Iteration 50Q: 3 clusters Score -1060658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1060659.375000 Penalty: 4470.320312
	Iteration 51Q: 3 clusters Score -1060659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1060661.375000 Penalty: 4470.320312
	Iteration 52Q: 3 clusters Score -1060661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1060663.375000 Penalty: 4470.320312
	Iteration 53Q: 3 clusters Score -1060663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1060665.000000 Penalty: 4470.320312
	Iteration 54Q: 3 clusters Score -1060665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1060665.625000 Penalty: 4470.320312
	Iteration 55Q: 3 clusters Score -1060666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1060667.500000 Penalty: 4470.320312
	Iteration 56Q: 3 clusters Score -1060668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1060669.125000 Penalty: 4470.320312
	Iteration 57Q: 3 clusters Score -1060669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1060670.875000 Penalty: 4470.320312
	Iteration 58Q: 3 clusters Score -1060671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1060672.250000 Penalty: 4470.320312
	Iteration 59Q: 3 clusters Score -1060672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1060670.625000 Penalty: 4470.320312
	Iteration 60F: 3 clusters Score -1060671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1060672.125000 Penalty: 4470.320312
	Iteration 61Q: 3 clusters Score -1060672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1060674.000000 Penalty: 4470.320312
	Iteration 62Q: 3 clusters Score -1060674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1060673.125000 Penalty: 4470.320312
	Iteration 63Q: 3 clusters Score -1060673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1060674.500000 Penalty: 4470.320312
	Iteration 64Q: 3 clusters Score -1060674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1060674.125000 Penalty: 4470.320312
	Iteration 65Q: 3 clusters Score -1060674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1060675.875000 Penalty: 4470.320312
	Iteration 66Q: 3 clusters Score -1060676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1060679.500000 Penalty: 4470.320312
	Iteration 67Q: 3 clusters Score -1060680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1060680.500000 Penalty: 4470.320312
	Iteration 68Q: 3 clusters Score -1060680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1060682.500000 Penalty: 4470.320312
	Iteration 69Q: 3 clusters Score -1060682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1060683.875000 Penalty: 4470.320312
	Iteration 70Q: 3 clusters Score -1060684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1060685.125000 Penalty: 4470.320312
	Iteration 71Q: 3 clusters Score -1060685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1060684.875000 Penalty: 4470.320312
	Iteration 72Q: 3 clusters Score -1060685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1060684.750000 Penalty: 4470.320312
	Iteration 73Q: 3 clusters Score -1060685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1060688.875000 Penalty: 4470.320312
	Iteration 74Q: 3 clusters Score -1060689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1060689.125000 Penalty: 4470.320312
	Iteration 75Q: 3 clusters Score -1060689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1060688.375000 Penalty: 4470.320312
	Iteration 76Q: 3 clusters Score -1060688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1060688.250000 Penalty: 4470.320312
	Iteration 77Q: 3 clusters Score -1060688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1060689.625000 Penalty: 4470.320312
	Iteration 78Q: 3 clusters Score -1060690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1060688.000000 Penalty: 4470.320312
	Iteration 79Q: 3 clusters Score -1060688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1060688.000000 Penalty: 4470.320312
	Iteration 80F: 3 clusters Score -1060688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Entering Unmasked Estep 
Score: -645998.875000 Penalty: 2124.788818
	Iteration 0F: 2 clusters Score -645998.9 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 2607 members 
Entering Unmasked Estep 
Score: -641289.625000 Penalty: 4249.577637
	Iteration 0F: 3 clusters Score -641289.6 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -642458.312500 Penalty: 4249.577637
	Iteration 1F: 3 clusters Score -642458.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -642721.437500 Penalty: 4249.577637
	Iteration 2F: 3 clusters Score -642721.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -642888.687500 Penalty: 4249.577637
	Iteration 3F: 3 clusters Score -642888.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -643041.250000 Penalty: 4249.577637
	Iteration 4Q: 3 clusters Score -643041.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -643182.687500 Penalty: 4249.577637
	Iteration 5Q: 3 clusters Score -643182.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -643316.187500 Penalty: 4249.577637
	Iteration 6Q: 3 clusters Score -643316.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -643438.625000 Penalty: 4249.577637
	Iteration 7Q: 3 clusters Score -643438.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -643554.312500 Penalty: 4249.577637
	Iteration 8Q: 3 clusters Score -643554.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -643650.125000 Penalty: 4249.577637
	Iteration 9Q: 3 clusters Score -643650.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -643735.500000 Penalty: 4249.577637
	Iteration 10Q: 3 clusters Score -643735.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -643830.500000 Penalty: 4249.577637
	Iteration 11Q: 3 clusters Score -643830.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -643918.812500 Penalty: 4249.577637
	Iteration 12Q: 3 clusters Score -643918.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -643993.250000 Penalty: 4249.577637
	Iteration 13Q: 3 clusters Score -643993.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -644059.187500 Penalty: 4249.577637
	Iteration 14Q: 3 clusters Score -644059.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -644110.750000 Penalty: 4249.577637
	Iteration 15Q: 3 clusters Score -644110.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -644158.687500 Penalty: 4249.577637
	Iteration 16Q: 3 clusters Score -644158.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -644192.187500 Penalty: 4249.577637
	Iteration 17Q: 3 clusters Score -644192.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -644217.562500 Penalty: 4249.577637
	Iteration 18Q: 3 clusters Score -644217.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -644234.437500 Penalty: 4249.577637
	Iteration 19Q: 3 clusters Score -644234.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -644249.437500 Penalty: 4249.577637
	Iteration 20F: 3 clusters Score -644249.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -644261.625000 Penalty: 4249.577637
	Iteration 21Q: 3 clusters Score -644261.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -644273.000000 Penalty: 4249.577637
	Iteration 22Q: 3 clusters Score -644273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -644285.750000 Penalty: 4249.577637
	Iteration 23Q: 3 clusters Score -644285.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -644292.937500 Penalty: 4249.577637
	Iteration 24Q: 3 clusters Score -644292.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -644297.187500 Penalty: 4249.577637
	Iteration 25Q: 3 clusters Score -644297.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -644300.875000 Penalty: 4249.577637
	Iteration 26Q: 3 clusters Score -644300.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -644303.812500 Penalty: 4249.577637
	Iteration 27Q: 3 clusters Score -644303.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -644306.562500 Penalty: 4249.577637
	Iteration 28Q: 3 clusters Score -644306.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -644308.687500 Penalty: 4249.577637
	Iteration 29Q: 3 clusters Score -644308.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -644311.812500 Penalty: 4249.577637
	Iteration 30Q: 3 clusters Score -644311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -644314.250000 Penalty: 4249.577637
	Iteration 31Q: 3 clusters Score -644314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -644315.875000 Penalty: 4249.577637
	Iteration 32Q: 3 clusters Score -644315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -644317.812500 Penalty: 4249.577637
	Iteration 33Q: 3 clusters Score -644317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -644319.562500 Penalty: 4249.577637
	Iteration 34Q: 3 clusters Score -644319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -644324.187500 Penalty: 4249.577637
	Iteration 35Q: 3 clusters Score -644324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -644322.312500 Penalty: 4249.577637
	Iteration 36Q: 3 clusters Score -644322.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -644324.125000 Penalty: 4249.577637
	Iteration 37Q: 3 clusters Score -644324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -644324.812500 Penalty: 4249.577637
	Iteration 38Q: 3 clusters Score -644324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -644324.937500 Penalty: 4249.577637
	Iteration 39Q: 3 clusters Score -644324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -644325.625000 Penalty: 4249.577637
	Iteration 40F: 3 clusters Score -644325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -396218.125000 Penalty: 1988.945435
	Iteration 0F: 2 clusters Score -396218.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -392889.250000 Penalty: 3977.890869
	Iteration 0F: 3 clusters Score -392889.2 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -393589.843750 Penalty: 3977.890869
	Iteration 1F: 3 clusters Score -393589.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -393796.250000 Penalty: 3977.890869
	Iteration 2F: 3 clusters Score -393796.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -393921.875000 Penalty: 3977.890869
	Iteration 3F: 3 clusters Score -393921.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -394028.843750 Penalty: 3977.890869
	Iteration 4Q: 3 clusters Score -394028.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -394106.437500 Penalty: 3977.890869
	Iteration 5Q: 3 clusters Score -394106.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -394188.250000 Penalty: 3977.890869
	Iteration 6Q: 3 clusters Score -394188.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -394237.125000 Penalty: 3977.890869
	Iteration 7Q: 3 clusters Score -394237.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -394274.250000 Penalty: 3977.890869
	Iteration 8Q: 3 clusters Score -394274.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -394299.500000 Penalty: 3977.890869
	Iteration 9Q: 3 clusters Score -394299.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -394320.312500 Penalty: 3977.890869
	Iteration 10Q: 3 clusters Score -394320.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -394339.031250 Penalty: 3977.890869
	Iteration 11Q: 3 clusters Score -394339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -394356.218750 Penalty: 3977.890869
	Iteration 12Q: 3 clusters Score -394356.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -394368.968750 Penalty: 3977.890869
	Iteration 13Q: 3 clusters Score -394369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -394380.718750 Penalty: 3977.890869
	Iteration 14Q: 3 clusters Score -394380.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -394392.906250 Penalty: 3977.890869
	Iteration 15Q: 3 clusters Score -394392.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -394406.156250 Penalty: 3977.890869
	Iteration 16Q: 3 clusters Score -394406.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -394415.625000 Penalty: 3977.890869
	Iteration 17Q: 3 clusters Score -394415.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -394422.781250 Penalty: 3977.890869
	Iteration 18Q: 3 clusters Score -394422.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -394429.625000 Penalty: 3977.890869
	Iteration 19Q: 3 clusters Score -394429.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -394436.093750 Penalty: 3977.890869
	Iteration 20F: 3 clusters Score -394436.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -394440.843750 Penalty: 3977.890869
	Iteration 21Q: 3 clusters Score -394440.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -394445.656250 Penalty: 3977.890869
	Iteration 22Q: 3 clusters Score -394445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -394448.000000 Penalty: 3977.890869
	Iteration 23Q: 3 clusters Score -394448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -394451.750000 Penalty: 3977.890869
	Iteration 24Q: 3 clusters Score -394451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -394456.125000 Penalty: 3977.890869
	Iteration 25Q: 3 clusters Score -394456.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -394460.718750 Penalty: 3977.890869
	Iteration 26Q: 3 clusters Score -394460.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -394467.187500 Penalty: 3977.890869
	Iteration 27Q: 3 clusters Score -394467.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -394473.562500 Penalty: 3977.890869
	Iteration 28Q: 3 clusters Score -394473.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -394480.312500 Penalty: 3977.890869
	Iteration 29Q: 3 clusters Score -394480.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -394484.375000 Penalty: 3977.890869
	Iteration 30Q: 3 clusters Score -394484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -394488.937500 Penalty: 3977.890869
	Iteration 31Q: 3 clusters Score -394488.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -394491.500000 Penalty: 3977.890869
	Iteration 32Q: 3 clusters Score -394491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -394492.593750 Penalty: 3977.890869
	Iteration 33Q: 3 clusters Score -394492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -394494.875000 Penalty: 3977.890869
	Iteration 34Q: 3 clusters Score -394494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -394495.125000 Penalty: 3977.890869
	Iteration 35Q: 3 clusters Score -394495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -394495.687500 Penalty: 3977.890869
	Iteration 36Q: 3 clusters Score -394495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -394495.687500 Penalty: 3977.890869
	Iteration 37F: 3 clusters Score -394495.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -649269.625000 Penalty: 2112.412598
	Iteration 0F: 2 clusters Score -649269.6 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 2514 members 
Entering Unmasked Estep 
Score: -644751.062500 Penalty: 4224.825195
	Iteration 0F: 3 clusters Score -644751.1 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -645889.875000 Penalty: 4224.825195
	Iteration 1F: 3 clusters Score -645889.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -646198.937500 Penalty: 4224.825195
	Iteration 2F: 3 clusters Score -646198.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -646398.500000 Penalty: 4224.825195
	Iteration 3F: 3 clusters Score -646398.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -646556.125000 Penalty: 4224.825195
	Iteration 4Q: 3 clusters Score -646556.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -646694.312500 Penalty: 4224.825195
	Iteration 5Q: 3 clusters Score -646694.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -646821.875000 Penalty: 4224.825195
	Iteration 6Q: 3 clusters Score -646821.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -646931.812500 Penalty: 4224.825195
	Iteration 7Q: 3 clusters Score -646931.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -647035.750000 Penalty: 4224.825195
	Iteration 8Q: 3 clusters Score -647035.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -647133.500000 Penalty: 4224.825195
	Iteration 9Q: 3 clusters Score -647133.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -647213.000000 Penalty: 4224.825195
	Iteration 10Q: 3 clusters Score -647213 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -647283.875000 Penalty: 4224.825195
	Iteration 11Q: 3 clusters Score -647283.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -647341.187500 Penalty: 4224.825195
	Iteration 12Q: 3 clusters Score -647341.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -647389.250000 Penalty: 4224.825195
	Iteration 13Q: 3 clusters Score -647389.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -647421.375000 Penalty: 4224.825195
	Iteration 14Q: 3 clusters Score -647421.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -647455.812500 Penalty: 4224.825195
	Iteration 15Q: 3 clusters Score -647455.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -647481.312500 Penalty: 4224.825195
	Iteration 16Q: 3 clusters Score -647481.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -647500.125000 Penalty: 4224.825195
	Iteration 17Q: 3 clusters Score -647500.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -647520.125000 Penalty: 4224.825195
	Iteration 18Q: 3 clusters Score -647520.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -647534.750000 Penalty: 4224.825195
	Iteration 19Q: 3 clusters Score -647534.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -647546.000000 Penalty: 4224.825195
	Iteration 20F: 3 clusters Score -647546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -647556.062500 Penalty: 4224.825195
	Iteration 21Q: 3 clusters Score -647556.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -647563.312500 Penalty: 4224.825195
	Iteration 22Q: 3 clusters Score -647563.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -647568.250000 Penalty: 4224.825195
	Iteration 23Q: 3 clusters Score -647568.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -647572.187500 Penalty: 4224.825195
	Iteration 24Q: 3 clusters Score -647572.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -647578.812500 Penalty: 4224.825195
	Iteration 25Q: 3 clusters Score -647578.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -647584.750000 Penalty: 4224.825195
	Iteration 26Q: 3 clusters Score -647584.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -647590.875000 Penalty: 4224.825195
	Iteration 27Q: 3 clusters Score -647590.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -647598.312500 Penalty: 4224.825195
	Iteration 28Q: 3 clusters Score -647598.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -647604.187500 Penalty: 4224.825195
	Iteration 29Q: 3 clusters Score -647604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -647607.812500 Penalty: 4224.825195
	Iteration 30Q: 3 clusters Score -647607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -647611.000000 Penalty: 4224.825195
	Iteration 31Q: 3 clusters Score -647611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -647615.062500 Penalty: 4224.825195
	Iteration 32Q: 3 clusters Score -647615.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -647617.250000 Penalty: 4224.825195
	Iteration 33Q: 3 clusters Score -647617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -647620.062500 Penalty: 4224.825195
	Iteration 34Q: 3 clusters Score -647620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -647624.375000 Penalty: 4224.825195
	Iteration 35Q: 3 clusters Score -647624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -647625.375000 Penalty: 4224.825195
	Iteration 36Q: 3 clusters Score -647625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -647626.937500 Penalty: 4224.825195
	Iteration 37Q: 3 clusters Score -647626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -647627.312500 Penalty: 4224.825195
	Iteration 38Q: 3 clusters Score -647627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -647628.312500 Penalty: 4224.825195
	Iteration 39Q: 3 clusters Score -647628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -647628.562500 Penalty: 4224.825195
	Iteration 40F: 3 clusters Score -647628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 10 contains 16021 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42129 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 140123 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907544.000000 Penalty: 66272.132812
Iteration 159Q: 22 clusters Score -4.290754e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 8418 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19030 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20096 members 
Mstep: Class 10 contains 15977 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42255 members 
Mstep: Class 13 contains 15810 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 140019 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 8195 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 3033 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 6879 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 22 clusters Score -4.290781e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 8413 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19102 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20049 members 
Mstep: Class 10 contains 15944 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42274 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 139958 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8191 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 6973 members 
Entering Unmasked Estep 
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Iteration 161Q: 22 clusters Score -4.29079e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 12868 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19179 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 20005 members 
Mstep: Class 10 contains 15897 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42285 members 
Mstep: Class 13 contains 15830 members 
Mstep: Class 14 contains 10873 members 
Mstep: Class 15 contains 139932 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 8191 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 3012 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 7017 members 
Entering Unmasked Estep 
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Iteration 162Q: 22 clusters Score -4.290786e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19238 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19983 members 
Mstep: Class 10 contains 15853 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42284 members 
Mstep: Class 13 contains 15840 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 139910 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 8187 members 
Mstep: Class 18 contains 5296 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 7057 members 
Entering Unmasked Estep 
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Iteration 163Q: 22 clusters Score -4.290782e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19271 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19976 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42281 members 
Mstep: Class 13 contains 15852 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 15 contains 139903 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8183 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 7091 members 
Entering Unmasked Estep 
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Iteration 164Q: 22 clusters Score -4.290787e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19296 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19970 members 
Mstep: Class 10 contains 15769 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 15859 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 15 contains 139910 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 2994 members 
Mstep: Class 20 contains 4998 members 
Mstep: Class 21 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 22 clusters Score -4.290786e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19307 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19959 members 
Mstep: Class 10 contains 15725 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42275 members 
Mstep: Class 13 contains 15864 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 139936 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 2988 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7139 members 
Entering Unmasked Estep 
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Iteration 166Q: 22 clusters Score -4.290791e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19312 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19962 members 
Mstep: Class 10 contains 15694 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42281 members 
Mstep: Class 13 contains 15864 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 139950 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 22 clusters Score -4.290792e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19317 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19956 members 
Mstep: Class 10 contains 15671 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42283 members 
Mstep: Class 13 contains 15864 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 15 contains 139954 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7172 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 22 clusters Score -4.290794e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19323 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19953 members 
Mstep: Class 10 contains 15654 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42282 members 
Mstep: Class 13 contains 15869 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 15 contains 139960 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8177 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7185 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 22 clusters Score -4.290795e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19324 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19950 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 15 contains 139967 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8176 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 22 clusters Score -4.290796e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19321 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19948 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42276 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 139968 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8177 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 22 clusters Score -4.290794e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19319 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19943 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42276 members 
Mstep: Class 13 contains 15871 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 139962 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8179 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907928.000000 Penalty: 66272.132812
Iteration 172Q: 22 clusters Score -4.290793e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19323 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19935 members 
Mstep: Class 10 contains 15642 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15871 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 139967 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 2966 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907960.000000 Penalty: 66272.132812
Iteration 173Q: 22 clusters Score -4.290796e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 15623 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15871 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 139977 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8177 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7223 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 22 clusters Score -4.290797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19340 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19926 members 
Mstep: Class 10 contains 15607 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15871 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 139986 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 2965 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7227 members 
Entering Unmasked Estep 
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Iteration 175Q: 22 clusters Score -4.290798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19345 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19926 members 
Mstep: Class 10 contains 15593 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 139991 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7230 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 22 clusters Score -4.290799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19925 members 
Mstep: Class 10 contains 15593 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 139994 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7231 members 
Entering Unmasked Estep 
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Iteration 177Q: 22 clusters Score -4.290799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19925 members 
Mstep: Class 10 contains 15588 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42276 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 139999 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 2960 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7232 members 
Entering Unmasked Estep 
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Iteration 178Q: 22 clusters Score -4.290801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12867 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19345 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19923 members 
Mstep: Class 10 contains 15577 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42274 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140007 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5296 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7233 members 
Entering Unmasked Estep 
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Iteration 179Q: 22 clusters Score -4.290801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12867 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19345 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19921 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42274 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140016 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7234 members 
Entering Unmasked Estep 
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Iteration 180F: 22 clusters Score -4.290804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19350 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19920 members 
Mstep: Class 10 contains 15561 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42274 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140025 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907992.000000 Penalty: 66272.132812
Iteration 181Q: 22 clusters Score -4.290799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12866 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19349 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19920 members 
Mstep: Class 10 contains 15561 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42273 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140027 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907980.000000 Penalty: 66272.132812
Iteration 182Q: 22 clusters Score -4.290798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19346 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19919 members 
Mstep: Class 10 contains 15562 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42270 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140036 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907996.000000 Penalty: 66272.132812
Iteration 183Q: 22 clusters Score -4.2908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19345 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19917 members 
Mstep: Class 10 contains 15558 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140045 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908000.000000 Penalty: 66272.132812
Iteration 184Q: 22 clusters Score -4.2908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19345 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19918 members 
Mstep: Class 10 contains 15556 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140043 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907980.000000 Penalty: 66272.132812
Iteration 185Q: 22 clusters Score -4.290798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19344 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19917 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42268 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140047 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908016.000000 Penalty: 66272.132812
Iteration 186Q: 22 clusters Score -4.290802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19344 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19916 members 
Mstep: Class 10 contains 15552 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140047 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 2932 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908032.000000 Penalty: 66272.132812
Iteration 187Q: 22 clusters Score -4.290803e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19913 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42268 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140051 members 
Mstep: Class 16 contains 3798 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908024.000000 Penalty: 66272.132812
Iteration 188Q: 22 clusters Score -4.290802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19345 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19911 members 
Mstep: Class 10 contains 15552 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42273 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140053 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907980.000000 Penalty: 66272.132812
Iteration 189Q: 22 clusters Score -4.290798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19344 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19913 members 
Mstep: Class 10 contains 15552 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42274 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140053 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908000.000000 Penalty: 66272.132812
Iteration 190Q: 22 clusters Score -4.2908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19912 members 
Mstep: Class 10 contains 15553 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42275 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140056 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908000.000000 Penalty: 66272.132812
Iteration 191Q: 22 clusters Score -4.2908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19912 members 
Mstep: Class 10 contains 15552 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140058 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2908 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908008.000000 Penalty: 66272.132812
Iteration 192Q: 22 clusters Score -4.290801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19342 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19913 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140058 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2906 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908004.000000 Penalty: 66272.132812
Iteration 193Q: 22 clusters Score -4.2908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19913 members 
Mstep: Class 10 contains 15552 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140059 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908016.000000 Penalty: 66272.132812
Iteration 194Q: 22 clusters Score -4.290802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19914 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42279 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140060 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2903 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908004.000000 Penalty: 66272.132812
Iteration 195Q: 22 clusters Score -4.2908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19344 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42279 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140060 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907996.000000 Penalty: 66272.132812
Iteration 196Q: 22 clusters Score -4.2908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19344 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19916 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140063 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907992.000000 Penalty: 66272.132812
Iteration 197Q: 22 clusters Score -4.290799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19347 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140064 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907964.000000 Penalty: 66272.132812
Iteration 198Q: 22 clusters Score -4.290796e+07 nChanged 7
Entering ConstructFrom: 
Score: -42907964.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (7899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Entering Unmasked Estep 
Score: -953727.687500 Penalty: 2225.673828
	Iteration 0F: 2 clusters Score -953727.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -947456.812500 Penalty: 4451.347656
	Iteration 0F: 3 clusters Score -947456.8 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -949256.437500 Penalty: 4451.347656
	Iteration 1F: 3 clusters Score -949256.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -949563.500000 Penalty: 4451.347656
	Iteration 2F: 3 clusters Score -949563.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -949813.187500 Penalty: 4451.347656
	Iteration 3F: 3 clusters Score -949813.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -950009.187500 Penalty: 4451.347656
	Iteration 4Q: 3 clusters Score -950009.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -950179.000000 Penalty: 4451.347656
	Iteration 5Q: 3 clusters Score -950179 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -950334.562500 Penalty: 4451.347656
	Iteration 6Q: 3 clusters Score -950334.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -950502.562500 Penalty: 4451.347656
	Iteration 7Q: 3 clusters Score -950502.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -950643.187500 Penalty: 4451.347656
	Iteration 8Q: 3 clusters Score -950643.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -950763.937500 Penalty: 4451.347656
	Iteration 9Q: 3 clusters Score -950763.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -950894.687500 Penalty: 4451.347656
	Iteration 10Q: 3 clusters Score -950894.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -951004.750000 Penalty: 4451.347656
	Iteration 11Q: 3 clusters Score -951004.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -951094.937500 Penalty: 4451.347656
	Iteration 12Q: 3 clusters Score -951094.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -951174.875000 Penalty: 4451.347656
	Iteration 13Q: 3 clusters Score -951174.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -951245.875000 Penalty: 4451.347656
	Iteration 14Q: 3 clusters Score -951245.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -951301.000000 Penalty: 4451.347656
	Iteration 15Q: 3 clusters Score -951301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -951343.375000 Penalty: 4451.347656
	Iteration 16Q: 3 clusters Score -951343.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -951377.812500 Penalty: 4451.347656
	Iteration 17Q: 3 clusters Score -951377.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -951405.937500 Penalty: 4451.347656
	Iteration 18Q: 3 clusters Score -951405.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -951423.750000 Penalty: 4451.347656
	Iteration 19Q: 3 clusters Score -951423.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -951436.625000 Penalty: 4451.347656
	Iteration 20F: 3 clusters Score -951436.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -951449.687500 Penalty: 4451.347656
	Iteration 21Q: 3 clusters Score -951449.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -951459.125000 Penalty: 4451.347656
	Iteration 22Q: 3 clusters Score -951459.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -951466.687500 Penalty: 4451.347656
	Iteration 23Q: 3 clusters Score -951466.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -951473.625000 Penalty: 4451.347656
	Iteration 24Q: 3 clusters Score -951473.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -951484.375000 Penalty: 4451.347656
	Iteration 25Q: 3 clusters Score -951484.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -951483.937500 Penalty: 4451.347656
	Iteration 26Q: 3 clusters Score -951483.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -951489.625000 Penalty: 4451.347656
	Iteration 27Q: 3 clusters Score -951489.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -951489.937500 Penalty: 4451.347656
	Iteration 28Q: 3 clusters Score -951489.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -951492.750000 Penalty: 4451.347656
	Iteration 29Q: 3 clusters Score -951492.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -951495.562500 Penalty: 4451.347656
	Iteration 30Q: 3 clusters Score -951495.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -951498.250000 Penalty: 4451.347656
	Iteration 31Q: 3 clusters Score -951498.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -951500.312500 Penalty: 4451.347656
	Iteration 32Q: 3 clusters Score -951500.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -951500.812500 Penalty: 4451.347656
	Iteration 33Q: 3 clusters Score -951500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -951503.250000 Penalty: 4451.347656
	Iteration 34Q: 3 clusters Score -951503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -951502.812500 Penalty: 4451.347656
	Iteration 35Q: 3 clusters Score -951502.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -951506.500000 Penalty: 4451.347656
	Iteration 36Q: 3 clusters Score -951506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -951506.812500 Penalty: 4451.347656
	Iteration 37Q: 3 clusters Score -951506.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -951507.875000 Penalty: 4451.347656
	Iteration 38Q: 3 clusters Score -951507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -951508.687500 Penalty: 4451.347656
	Iteration 39Q: 3 clusters Score -951508.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -951511.562500 Penalty: 4451.347656
	Iteration 40F: 3 clusters Score -951511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -951513.687500 Penalty: 4451.347656
	Iteration 41Q: 3 clusters Score -951513.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -951515.875000 Penalty: 4451.347656
	Iteration 42Q: 3 clusters Score -951515.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -951519.125000 Penalty: 4451.347656
	Iteration 43Q: 3 clusters Score -951519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -951522.625000 Penalty: 4451.347656
	Iteration 44Q: 3 clusters Score -951522.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -951527.375000 Penalty: 4451.347656
	Iteration 45Q: 3 clusters Score -951527.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -951533.750000 Penalty: 4451.347656
	Iteration 46Q: 3 clusters Score -951533.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -951534.875000 Penalty: 4451.347656
	Iteration 47Q: 3 clusters Score -951534.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -951538.937500 Penalty: 4451.347656
	Iteration 48Q: 3 clusters Score -951538.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -951540.312500 Penalty: 4451.347656
	Iteration 49Q: 3 clusters Score -951540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -951540.125000 Penalty: 4451.347656
	Iteration 50Q: 3 clusters Score -951540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -951541.437500 Penalty: 4451.347656
	Iteration 51Q: 3 clusters Score -951541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -951541.750000 Penalty: 4451.347656
	Iteration 52Q: 3 clusters Score -951541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -951546.000000 Penalty: 4451.347656
	Iteration 53Q: 3 clusters Score -951546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -951545.500000 Penalty: 4451.347656
	Iteration 54Q: 3 clusters Score -951545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -951545.625000 Penalty: 4451.347656
	Iteration 55Q: 3 clusters Score -951545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -951545.812500 Penalty: 4451.347656
	Iteration 56Q: 3 clusters Score -951545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -951547.375000 Penalty: 4451.347656
	Iteration 57Q: 3 clusters Score -951547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -951547.875000 Penalty: 4451.347656
	Iteration 58Q: 3 clusters Score -951547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -951547.437500 Penalty: 4451.347656
	Iteration 59Q: 3 clusters Score -951547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -951548.000000 Penalty: 4451.347656
	Iteration 60F: 3 clusters Score -951548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -951547.187500 Penalty: 4451.347656
	Iteration 61Q: 3 clusters Score -951547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -951547.375000 Penalty: 4451.347656
	Iteration 62Q: 3 clusters Score -951547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -951545.687500 Penalty: 4451.347656
	Iteration 63Q: 3 clusters Score -951545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -951549.125000 Penalty: 4451.347656
	Iteration 64Q: 3 clusters Score -951549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -951549.125000 Penalty: 4451.347656
	Iteration 65Q: 3 clusters Score -951549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -951549.125000 Penalty: 4451.347656
	Iteration 66F: 3 clusters Score -951549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Entering Unmasked Estep 
Score: -1695865.500000 Penalty: 2346.603516
	Iteration 0F: 2 clusters Score -1695866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1686441.875000 Penalty: 4693.207031
	Iteration 0F: 3 clusters Score -1686442 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1689392.875000 Penalty: 4693.207031
	Iteration 1F: 3 clusters Score -1689393 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1689836.875000 Penalty: 4693.207031
	Iteration 2F: 3 clusters Score -1689837 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1690250.000000 Penalty: 4693.207031
	Iteration 3F: 3 clusters Score -1690250 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1690694.750000 Penalty: 4693.207031
	Iteration 4F: 3 clusters Score -1690695 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1691157.750000 Penalty: 4693.207031
	Iteration 5F: 3 clusters Score -1691158 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1691601.750000 Penalty: 4693.207031
	Iteration 6F: 3 clusters Score -1691602 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1692022.750000 Penalty: 4693.207031
	Iteration 7F: 3 clusters Score -1692023 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1692412.875000 Penalty: 4693.207031
	Iteration 8Q: 3 clusters Score -1692413 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1692714.000000 Penalty: 4693.207031
	Iteration 9Q: 3 clusters Score -1692714 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1692952.875000 Penalty: 4693.207031
	Iteration 10Q: 3 clusters Score -1692953 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1693121.250000 Penalty: 4693.207031
	Iteration 11Q: 3 clusters Score -1693121 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1693237.250000 Penalty: 4693.207031
	Iteration 12Q: 3 clusters Score -1693237 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1693330.500000 Penalty: 4693.207031
	Iteration 13Q: 3 clusters Score -1693330 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1693415.875000 Penalty: 4693.207031
	Iteration 14Q: 3 clusters Score -1693416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1693480.750000 Penalty: 4693.207031
	Iteration 15Q: 3 clusters Score -1693481 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1693543.125000 Penalty: 4693.207031
	Iteration 16Q: 3 clusters Score -1693543 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1693614.875000 Penalty: 4693.207031
	Iteration 17Q: 3 clusters Score -1693615 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1693673.875000 Penalty: 4693.207031
	Iteration 18Q: 3 clusters Score -1693674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1693724.000000 Penalty: 4693.207031
	Iteration 19Q: 3 clusters Score -1693724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1693762.875000 Penalty: 4693.207031
	Iteration 20F: 3 clusters Score -1693763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1693796.625000 Penalty: 4693.207031
	Iteration 21Q: 3 clusters Score -1693797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1693815.750000 Penalty: 4693.207031
	Iteration 22Q: 3 clusters Score -1693816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1693832.750000 Penalty: 4693.207031
	Iteration 23Q: 3 clusters Score -1693833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1693850.500000 Penalty: 4693.207031
	Iteration 24Q: 3 clusters Score -1693850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1693857.250000 Penalty: 4693.207031
	Iteration 25Q: 3 clusters Score -1693857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1693872.875000 Penalty: 4693.207031
	Iteration 26Q: 3 clusters Score -1693873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1693882.250000 Penalty: 4693.207031
	Iteration 27Q: 3 clusters Score -1693882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1693890.000000 Penalty: 4693.207031
	Iteration 28Q: 3 clusters Score -1693890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1693894.250000 Penalty: 4693.207031
	Iteration 29Q: 3 clusters Score -1693894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1693900.125000 Penalty: 4693.207031
	Iteration 30Q: 3 clusters Score -1693900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1693901.125000 Penalty: 4693.207031
	Iteration 31Q: 3 clusters Score -1693901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1693903.375000 Penalty: 4693.207031
	Iteration 32Q: 3 clusters Score -1693903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1693909.125000 Penalty: 4693.207031
	Iteration 33Q: 3 clusters Score -1693909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1693910.750000 Penalty: 4693.207031
	Iteration 34Q: 3 clusters Score -1693911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1693918.625000 Penalty: 4693.207031
	Iteration 35Q: 3 clusters Score -1693919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1693924.250000 Penalty: 4693.207031
	Iteration 36Q: 3 clusters Score -1693924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1693928.125000 Penalty: 4693.207031
	Iteration 37Q: 3 clusters Score -1693928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1693929.875000 Penalty: 4693.207031
	Iteration 38Q: 3 clusters Score -1693930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1693932.250000 Penalty: 4693.207031
	Iteration 39Q: 3 clusters Score -1693932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1693933.500000 Penalty: 4693.207031
	Iteration 40F: 3 clusters Score -1693934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1693939.125000 Penalty: 4693.207031
	Iteration 41Q: 3 clusters Score -1693939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1693941.500000 Penalty: 4693.207031
	Iteration 42Q: 3 clusters Score -1693942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1693946.125000 Penalty: 4693.207031
	Iteration 43Q: 3 clusters Score -1693946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1693947.000000 Penalty: 4693.207031
	Iteration 44Q: 3 clusters Score -1693947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1693953.875000 Penalty: 4693.207031
	Iteration 45Q: 3 clusters Score -1693954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1693956.125000 Penalty: 4693.207031
	Iteration 46Q: 3 clusters Score -1693956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1693956.750000 Penalty: 4693.207031
	Iteration 47Q: 3 clusters Score -1693957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1693962.875000 Penalty: 4693.207031
	Iteration 48Q: 3 clusters Score -1693963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1693962.750000 Penalty: 4693.207031
	Iteration 49Q: 3 clusters Score -1693963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1693968.125000 Penalty: 4693.207031
	Iteration 50Q: 3 clusters Score -1693968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1693969.625000 Penalty: 4693.207031
	Iteration 51Q: 3 clusters Score -1693970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1693971.250000 Penalty: 4693.207031
	Iteration 52Q: 3 clusters Score -1693971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1693973.375000 Penalty: 4693.207031
	Iteration 53Q: 3 clusters Score -1693973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1693974.125000 Penalty: 4693.207031
	Iteration 54Q: 3 clusters Score -1693974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1693974.750000 Penalty: 4693.207031
	Iteration 55Q: 3 clusters Score -1693975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1693975.750000 Penalty: 4693.207031
	Iteration 56Q: 3 clusters Score -1693976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1693979.000000 Penalty: 4693.207031
	Iteration 57Q: 3 clusters Score -1693979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1693979.875000 Penalty: 4693.207031
	Iteration 58Q: 3 clusters Score -1693980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1693978.500000 Penalty: 4693.207031
	Iteration 59Q: 3 clusters Score -1693978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1693980.125000 Penalty: 4693.207031
	Iteration 60F: 3 clusters Score -1693980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Entering Unmasked Estep 
Score: -1089344.125000 Penalty: 2242.337891
	Iteration 0F: 2 clusters Score -1089344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1082711.250000 Penalty: 4484.675781
	Iteration 0F: 3 clusters Score -1082711 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1084936.125000 Penalty: 4484.675781
	Iteration 1F: 3 clusters Score -1084936 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1085444.625000 Penalty: 4484.675781
	Iteration 2F: 3 clusters Score -1085445 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1085865.750000 Penalty: 4484.675781
	Iteration 3F: 3 clusters Score -1085866 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1086236.375000 Penalty: 4484.675781
	Iteration 4F: 3 clusters Score -1086236 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1086580.625000 Penalty: 4484.675781
	Iteration 5F: 3 clusters Score -1086581 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1086889.125000 Penalty: 4484.675781
	Iteration 6F: 3 clusters Score -1086889 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1087103.375000 Penalty: 4484.675781
	Iteration 7Q: 3 clusters Score -1087103 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1087257.625000 Penalty: 4484.675781
	Iteration 8Q: 3 clusters Score -1087258 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1087346.500000 Penalty: 4484.675781
	Iteration 9Q: 3 clusters Score -1087346 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1087395.750000 Penalty: 4484.675781
	Iteration 10Q: 3 clusters Score -1087396 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1087438.125000 Penalty: 4484.675781
	Iteration 11Q: 3 clusters Score -1087438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1087459.125000 Penalty: 4484.675781
	Iteration 12Q: 3 clusters Score -1087459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1087474.250000 Penalty: 4484.675781
	Iteration 13Q: 3 clusters Score -1087474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1087485.125000 Penalty: 4484.675781
	Iteration 14Q: 3 clusters Score -1087485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1087494.125000 Penalty: 4484.675781
	Iteration 15Q: 3 clusters Score -1087494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1087499.125000 Penalty: 4484.675781
	Iteration 16Q: 3 clusters Score -1087499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1087499.875000 Penalty: 4484.675781
	Iteration 17Q: 3 clusters Score -1087500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1087507.500000 Penalty: 4484.675781
	Iteration 18Q: 3 clusters Score -1087508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1087511.625000 Penalty: 4484.675781
	Iteration 19Q: 3 clusters Score -1087512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1087517.000000 Penalty: 4484.675781
	Iteration 20F: 3 clusters Score -1087517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1087519.125000 Penalty: 4484.675781
	Iteration 21Q: 3 clusters Score -1087519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1087519.500000 Penalty: 4484.675781
	Iteration 22Q: 3 clusters Score -1087520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1087521.125000 Penalty: 4484.675781
	Iteration 23Q: 3 clusters Score -1087521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1087520.875000 Penalty: 4484.675781
	Iteration 24Q: 3 clusters Score -1087521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1087526.500000 Penalty: 4484.675781
	Iteration 25Q: 3 clusters Score -1087526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1087526.875000 Penalty: 4484.675781
	Iteration 26Q: 3 clusters Score -1087527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1087527.750000 Penalty: 4484.675781
	Iteration 27Q: 3 clusters Score -1087528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1087526.875000 Penalty: 4484.675781
	Iteration 28Q: 3 clusters Score -1087527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1087529.625000 Penalty: 4484.675781
	Iteration 29Q: 3 clusters Score -1087530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1087529.500000 Penalty: 4484.675781
	Iteration 30Q: 3 clusters Score -1087530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1087532.250000 Penalty: 4484.675781
	Iteration 31Q: 3 clusters Score -1087532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1087531.250000 Penalty: 4484.675781
	Iteration 32Q: 3 clusters Score -1087531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1087532.625000 Penalty: 4484.675781
	Iteration 33Q: 3 clusters Score -1087533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1087531.750000 Penalty: 4484.675781
	Iteration 34Q: 3 clusters Score -1087532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1087532.875000 Penalty: 4484.675781
	Iteration 35Q: 3 clusters Score -1087533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1087534.500000 Penalty: 4484.675781
	Iteration 36Q: 3 clusters Score -1087534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1087535.625000 Penalty: 4484.675781
	Iteration 37Q: 3 clusters Score -1087536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1087537.250000 Penalty: 4484.675781
	Iteration 38Q: 3 clusters Score -1087537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1087538.125000 Penalty: 4484.675781
	Iteration 39Q: 3 clusters Score -1087538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1087539.125000 Penalty: 4484.675781
	Iteration 40F: 3 clusters Score -1087539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1087540.875000 Penalty: 4484.675781
	Iteration 41Q: 3 clusters Score -1087541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1087540.500000 Penalty: 4484.675781
	Iteration 42Q: 3 clusters Score -1087540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1087543.125000 Penalty: 4484.675781
	Iteration 43Q: 3 clusters Score -1087543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1087543.625000 Penalty: 4484.675781
	Iteration 44Q: 3 clusters Score -1087544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1087544.000000 Penalty: 4484.675781
	Iteration 45Q: 3 clusters Score -1087544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1087545.875000 Penalty: 4484.675781
	Iteration 46Q: 3 clusters Score -1087546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1087546.500000 Penalty: 4484.675781
	Iteration 47Q: 3 clusters Score -1087546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1087550.125000 Penalty: 4484.675781
	Iteration 48Q: 3 clusters Score -1087550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1087552.125000 Penalty: 4484.675781
	Iteration 49Q: 3 clusters Score -1087552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1087551.250000 Penalty: 4484.675781
	Iteration 50Q: 3 clusters Score -1087551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1087552.500000 Penalty: 4484.675781
	Iteration 51Q: 3 clusters Score -1087552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1087552.625000 Penalty: 4484.675781
	Iteration 52Q: 3 clusters Score -1087553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1087551.875000 Penalty: 4484.675781
	Iteration 53Q: 3 clusters Score -1087552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1087552.125000 Penalty: 4484.675781
	Iteration 54Q: 3 clusters Score -1087552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1087554.875000 Penalty: 4484.675781
	Iteration 55Q: 3 clusters Score -1087555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1087555.000000 Penalty: 4484.675781
	Iteration 56Q: 3 clusters Score -1087555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1087558.000000 Penalty: 4484.675781
	Iteration 57Q: 3 clusters Score -1087558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1087562.750000 Penalty: 4484.675781
	Iteration 58Q: 3 clusters Score -1087563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1087563.125000 Penalty: 4484.675781
	Iteration 59Q: 3 clusters Score -1087563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1087565.625000 Penalty: 4484.675781
	Iteration 60F: 3 clusters Score -1087566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1087569.000000 Penalty: 4484.675781
	Iteration 61Q: 3 clusters Score -1087569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1087571.875000 Penalty: 4484.675781
	Iteration 62Q: 3 clusters Score -1087572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1087575.250000 Penalty: 4484.675781
	Iteration 63Q: 3 clusters Score -1087575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1087580.375000 Penalty: 4484.675781
	Iteration 64Q: 3 clusters Score -1087580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1087587.125000 Penalty: 4484.675781
	Iteration 65Q: 3 clusters Score -1087587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1087590.000000 Penalty: 4484.675781
	Iteration 66Q: 3 clusters Score -1087590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1087596.750000 Penalty: 4484.675781
	Iteration 67Q: 3 clusters Score -1087597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1087606.125000 Penalty: 4484.675781
	Iteration 68Q: 3 clusters Score -1087606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1087613.375000 Penalty: 4484.675781
	Iteration 69Q: 3 clusters Score -1087613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1087618.000000 Penalty: 4484.675781
	Iteration 70Q: 3 clusters Score -1087618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1087623.625000 Penalty: 4484.675781
	Iteration 71Q: 3 clusters Score -1087624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1087627.000000 Penalty: 4484.675781
	Iteration 72Q: 3 clusters Score -1087627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1087631.875000 Penalty: 4484.675781
	Iteration 73Q: 3 clusters Score -1087632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1087635.000000 Penalty: 4484.675781
	Iteration 74Q: 3 clusters Score -1087635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1087641.375000 Penalty: 4484.675781
	Iteration 75Q: 3 clusters Score -1087641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1087649.500000 Penalty: 4484.675781
	Iteration 76Q: 3 clusters Score -1087650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1087657.750000 Penalty: 4484.675781
	Iteration 77Q: 3 clusters Score -1087658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1087660.125000 Penalty: 4484.675781
	Iteration 78Q: 3 clusters Score -1087660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1087667.875000 Penalty: 4484.675781
	Iteration 79Q: 3 clusters Score -1087668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1087670.875000 Penalty: 4484.675781
	Iteration 80F: 3 clusters Score -1087671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1087682.500000 Penalty: 4484.675781
	Iteration 81Q: 3 clusters Score -1087682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1087686.500000 Penalty: 4484.675781
	Iteration 82Q: 3 clusters Score -1087686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1087695.375000 Penalty: 4484.675781
	Iteration 83Q: 3 clusters Score -1087695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1087704.875000 Penalty: 4484.675781
	Iteration 84Q: 3 clusters Score -1087705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1087712.625000 Penalty: 4484.675781
	Iteration 85Q: 3 clusters Score -1087713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1087716.000000 Penalty: 4484.675781
	Iteration 86Q: 3 clusters Score -1087716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1087727.750000 Penalty: 4484.675781
	Iteration 87Q: 3 clusters Score -1087728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1087738.500000 Penalty: 4484.675781
	Iteration 88Q: 3 clusters Score -1087738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1087750.625000 Penalty: 4484.675781
	Iteration 89Q: 3 clusters Score -1087751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1087766.625000 Penalty: 4484.675781
	Iteration 90Q: 3 clusters Score -1087767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1087782.750000 Penalty: 4484.675781
	Iteration 91Q: 3 clusters Score -1087783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1087800.875000 Penalty: 4484.675781
	Iteration 92Q: 3 clusters Score -1087801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1087819.250000 Penalty: 4484.675781
	Iteration 93Q: 3 clusters Score -1087819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1087843.875000 Penalty: 4484.675781
	Iteration 94Q: 3 clusters Score -1087844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1087864.750000 Penalty: 4484.675781
	Iteration 95Q: 3 clusters Score -1087865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1087887.625000 Penalty: 4484.675781
	Iteration 96Q: 3 clusters Score -1087888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1087910.125000 Penalty: 4484.675781
	Iteration 97Q: 3 clusters Score -1087910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1087934.125000 Penalty: 4484.675781
	Iteration 98Q: 3 clusters Score -1087934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1087959.375000 Penalty: 4484.675781
	Iteration 99Q: 3 clusters Score -1087959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1087979.375000 Penalty: 4484.675781
	Iteration 100F: 3 clusters Score -1087979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1087997.500000 Penalty: 4484.675781
	Iteration 101Q: 3 clusters Score -1087998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1088021.000000 Penalty: 4484.675781
	Iteration 102Q: 3 clusters Score -1088021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1088038.750000 Penalty: 4484.675781
	Iteration 103Q: 3 clusters Score -1088039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1088052.875000 Penalty: 4484.675781
	Iteration 104Q: 3 clusters Score -1088053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1088068.750000 Penalty: 4484.675781
	Iteration 105Q: 3 clusters Score -1088069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1088082.750000 Penalty: 4484.675781
	Iteration 106Q: 3 clusters Score -1088083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1088098.625000 Penalty: 4484.675781
	Iteration 107Q: 3 clusters Score -1088099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1088115.875000 Penalty: 4484.675781
	Iteration 108Q: 3 clusters Score -1088116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1088134.250000 Penalty: 4484.675781
	Iteration 109Q: 3 clusters Score -1088134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1088145.625000 Penalty: 4484.675781
	Iteration 110Q: 3 clusters Score -1088146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1088152.750000 Penalty: 4484.675781
	Iteration 111Q: 3 clusters Score -1088153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1088162.000000 Penalty: 4484.675781
	Iteration 112Q: 3 clusters Score -1088162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1088172.125000 Penalty: 4484.675781
	Iteration 113Q: 3 clusters Score -1088172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1088179.000000 Penalty: 4484.675781
	Iteration 114Q: 3 clusters Score -1088179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1088185.125000 Penalty: 4484.675781
	Iteration 115Q: 3 clusters Score -1088185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1088190.000000 Penalty: 4484.675781
	Iteration 116Q: 3 clusters Score -1088190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1088194.625000 Penalty: 4484.675781
	Iteration 117Q: 3 clusters Score -1088195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1088197.000000 Penalty: 4484.675781
	Iteration 118Q: 3 clusters Score -1088197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1088199.875000 Penalty: 4484.675781
	Iteration 119Q: 3 clusters Score -1088200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1088202.750000 Penalty: 4484.675781
	Iteration 120F: 3 clusters Score -1088203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1088204.625000 Penalty: 4484.675781
	Iteration 121Q: 3 clusters Score -1088205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1088206.000000 Penalty: 4484.675781
	Iteration 122Q: 3 clusters Score -1088206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1088208.750000 Penalty: 4484.675781
	Iteration 123Q: 3 clusters Score -1088209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1088208.000000 Penalty: 4484.675781
	Iteration 124Q: 3 clusters Score -1088208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1088210.125000 Penalty: 4484.675781
	Iteration 125Q: 3 clusters Score -1088210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1088210.625000 Penalty: 4484.675781
	Iteration 126Q: 3 clusters Score -1088211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1088210.000000 Penalty: 4484.675781
	Iteration 127Q: 3 clusters Score -1088210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1088210.750000 Penalty: 4484.675781
	Iteration 128Q: 3 clusters Score -1088211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1088210.625000 Penalty: 4484.675781
	Iteration 129Q: 3 clusters Score -1088211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1088211.500000 Penalty: 4484.675781
	Iteration 130Q: 3 clusters Score -1088212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1088211.500000 Penalty: 4484.675781
	Iteration 131F: 3 clusters Score -1088212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -987871.500000 Penalty: 2214.237061
	Iteration 0F: 2 clusters Score -987871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -981756.187500 Penalty: 4428.474121
	Iteration 0F: 3 clusters Score -981756.2 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -983410.875000 Penalty: 4428.474121
	Iteration 1F: 3 clusters Score -983410.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -983691.562500 Penalty: 4428.474121
	Iteration 2F: 3 clusters Score -983691.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -983865.625000 Penalty: 4428.474121
	Iteration 3F: 3 clusters Score -983865.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -983987.937500 Penalty: 4428.474121
	Iteration 4Q: 3 clusters Score -983987.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -984093.375000 Penalty: 4428.474121
	Iteration 5Q: 3 clusters Score -984093.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -984182.312500 Penalty: 4428.474121
	Iteration 6Q: 3 clusters Score -984182.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -984275.062500 Penalty: 4428.474121
	Iteration 7Q: 3 clusters Score -984275.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -984357.187500 Penalty: 4428.474121
	Iteration 8Q: 3 clusters Score -984357.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -984437.625000 Penalty: 4428.474121
	Iteration 9Q: 3 clusters Score -984437.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -984518.750000 Penalty: 4428.474121
	Iteration 10Q: 3 clusters Score -984518.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -984606.937500 Penalty: 4428.474121
	Iteration 11Q: 3 clusters Score -984606.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -984696.500000 Penalty: 4428.474121
	Iteration 12Q: 3 clusters Score -984696.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -984815.250000 Penalty: 4428.474121
	Iteration 13Q: 3 clusters Score -984815.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -984929.687500 Penalty: 4428.474121
	Iteration 14Q: 3 clusters Score -984929.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -985039.000000 Penalty: 4428.474121
	Iteration 15Q: 3 clusters Score -985039 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -985143.312500 Penalty: 4428.474121
	Iteration 16Q: 3 clusters Score -985143.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -985236.625000 Penalty: 4428.474121
	Iteration 17Q: 3 clusters Score -985236.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -985335.437500 Penalty: 4428.474121
	Iteration 18Q: 3 clusters Score -985335.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -985420.750000 Penalty: 4428.474121
	Iteration 19Q: 3 clusters Score -985420.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -985501.812500 Penalty: 4428.474121
	Iteration 20F: 3 clusters Score -985501.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -985574.062500 Penalty: 4428.474121
	Iteration 21Q: 3 clusters Score -985574.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -985653.312500 Penalty: 4428.474121
	Iteration 22Q: 3 clusters Score -985653.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -985713.437500 Penalty: 4428.474121
	Iteration 23Q: 3 clusters Score -985713.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -985754.500000 Penalty: 4428.474121
	Iteration 24Q: 3 clusters Score -985754.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -985787.750000 Penalty: 4428.474121
	Iteration 25Q: 3 clusters Score -985787.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -985808.500000 Penalty: 4428.474121
	Iteration 26Q: 3 clusters Score -985808.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -985823.875000 Penalty: 4428.474121
	Iteration 27Q: 3 clusters Score -985823.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -985843.062500 Penalty: 4428.474121
	Iteration 28Q: 3 clusters Score -985843.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -985855.562500 Penalty: 4428.474121
	Iteration 29Q: 3 clusters Score -985855.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -985868.000000 Penalty: 4428.474121
	Iteration 30Q: 3 clusters Score -985868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -985884.562500 Penalty: 4428.474121
	Iteration 31Q: 3 clusters Score -985884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -985892.875000 Penalty: 4428.474121
	Iteration 32Q: 3 clusters Score -985892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -985900.187500 Penalty: 4428.474121
	Iteration 33Q: 3 clusters Score -985900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -985907.062500 Penalty: 4428.474121
	Iteration 34Q: 3 clusters Score -985907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -985908.500000 Penalty: 4428.474121
	Iteration 35Q: 3 clusters Score -985908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -985911.000000 Penalty: 4428.474121
	Iteration 36Q: 3 clusters Score -985911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -985909.187500 Penalty: 4428.474121
	Iteration 37Q: 3 clusters Score -985909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -985909.187500 Penalty: 4428.474121
	Iteration 38F: 3 clusters Score -985909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -145730.421875 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -145730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143676.156250 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -143676.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -144033.187500 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -144033.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144156.921875 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -144156.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -144219.812500 Penalty: 3521.613525
	Iteration 3Q: 3 clusters Score -144219.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144253.078125 Penalty: 3521.613525
	Iteration 4Q: 3 clusters Score -144253.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -144276.828125 Penalty: 3521.613525
	Iteration 5Q: 3 clusters Score -144276.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -144293.187500 Penalty: 3521.613525
	Iteration 6Q: 3 clusters Score -144293.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144304.718750 Penalty: 3521.613525
	Iteration 7Q: 3 clusters Score -144304.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -144313.984375 Penalty: 3521.613525
	Iteration 8Q: 3 clusters Score -144314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -144324.546875 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -144324.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144339.906250 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -144339.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -144361.531250 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -144361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144377.812500 Penalty: 3521.613525
	Iteration 12Q: 3 clusters Score -144377.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -144402.812500 Penalty: 3521.613525
	Iteration 13Q: 3 clusters Score -144402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -144422.859375 Penalty: 3521.613525
	Iteration 14Q: 3 clusters Score -144422.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144442.750000 Penalty: 3521.613525
	Iteration 15Q: 3 clusters Score -144442.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144484.968750 Penalty: 3521.613525
	Iteration 16Q: 3 clusters Score -144485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144536.281250 Penalty: 3521.613525
	Iteration 17Q: 3 clusters Score -144536.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -144605.062500 Penalty: 3521.613525
	Iteration 18Q: 3 clusters Score -144605.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -144797.843750 Penalty: 3521.613525
	Iteration 19Q: 3 clusters Score -144797.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -145160.609375 Penalty: 3521.613525
	Iteration 20F: 3 clusters Score -145160.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145668.515625 Penalty: 3521.613525
	Iteration 21F: 3 clusters Score -145668.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145959.593750 Penalty: 3521.613525
	Iteration 22F: 3 clusters Score -145959.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -146177.640625 Penalty: 3521.613525
	Iteration 23F: 3 clusters Score -146177.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -146359.843750 Penalty: 3521.613525
	Iteration 24Q: 3 clusters Score -146359.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -146482.671875 Penalty: 3521.613525
	Iteration 25Q: 3 clusters Score -146482.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -146566.359375 Penalty: 3521.613525
	Iteration 26Q: 3 clusters Score -146566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -146585.625000 Penalty: 3521.613525
	Iteration 27Q: 3 clusters Score -146585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -146585.625000 Penalty: 3521.613525
	Iteration 28F: 3 clusters Score -146585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 19349 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15545 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140068 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Mstep: Class 22 contains 558 members 
Entering Unmasked Estep 
Score: -42907420.000000 Penalty: 69427.945312
Splitting cluster 5 changes total score from -42907964.000000 to -42907420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Entering Unmasked Estep 
Score: -2397872.750000 Penalty: 2447.858154
	Iteration 0F: 2 clusters Score -2397873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2384249.500000 Penalty: 4895.716309
	Iteration 0F: 3 clusters Score -2384250 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2388963.250000 Penalty: 4895.716309
	Iteration 1F: 3 clusters Score -2388963 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2389448.000000 Penalty: 4895.716309
	Iteration 2F: 3 clusters Score -2389448 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2389871.500000 Penalty: 4895.716309
	Iteration 3Q: 3 clusters Score -2389872 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2390323.000000 Penalty: 4895.716309
	Iteration 4Q: 3 clusters Score -2390323 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2390792.000000 Penalty: 4895.716309
	Iteration 5Q: 3 clusters Score -2390792 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2391314.500000 Penalty: 4895.716309
	Iteration 6Q: 3 clusters Score -2391314 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2391858.250000 Penalty: 4895.716309
	Iteration 7Q: 3 clusters Score -2391858 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2392437.750000 Penalty: 4895.716309
	Iteration 8Q: 3 clusters Score -2392438 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2393109.750000 Penalty: 4895.716309
	Iteration 9Q: 3 clusters Score -2393110 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2393763.000000 Penalty: 4895.716309
	Iteration 10Q: 3 clusters Score -2393763 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2394276.000000 Penalty: 4895.716309
	Iteration 11Q: 3 clusters Score -2394276 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2394616.250000 Penalty: 4895.716309
	Iteration 12Q: 3 clusters Score -2394616 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2394851.000000 Penalty: 4895.716309
	Iteration 13Q: 3 clusters Score -2394851 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2395023.000000 Penalty: 4895.716309
	Iteration 14Q: 3 clusters Score -2395023 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2395140.750000 Penalty: 4895.716309
	Iteration 15Q: 3 clusters Score -2395141 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2395243.500000 Penalty: 4895.716309
	Iteration 16Q: 3 clusters Score -2395244 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2395309.000000 Penalty: 4895.716309
	Iteration 17Q: 3 clusters Score -2395309 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2395376.250000 Penalty: 4895.716309
	Iteration 18Q: 3 clusters Score -2395376 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2395450.750000 Penalty: 4895.716309
	Iteration 19Q: 3 clusters Score -2395451 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2395500.500000 Penalty: 4895.716309
	Iteration 20F: 3 clusters Score -2395500 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2395534.250000 Penalty: 4895.716309
	Iteration 21Q: 3 clusters Score -2395534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2395580.250000 Penalty: 4895.716309
	Iteration 22Q: 3 clusters Score -2395580 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2395620.000000 Penalty: 4895.716309
	Iteration 23Q: 3 clusters Score -2395620 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2395638.750000 Penalty: 4895.716309
	Iteration 24Q: 3 clusters Score -2395639 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2395654.750000 Penalty: 4895.716309
	Iteration 25Q: 3 clusters Score -2395655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2395668.500000 Penalty: 4895.716309
	Iteration 26Q: 3 clusters Score -2395668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2395677.750000 Penalty: 4895.716309
	Iteration 27Q: 3 clusters Score -2395678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2395691.250000 Penalty: 4895.716309
	Iteration 28Q: 3 clusters Score -2395691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2395704.500000 Penalty: 4895.716309
	Iteration 29Q: 3 clusters Score -2395704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2395720.500000 Penalty: 4895.716309
	Iteration 30Q: 3 clusters Score -2395720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2395737.250000 Penalty: 4895.716309
	Iteration 31Q: 3 clusters Score -2395737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2395752.000000 Penalty: 4895.716309
	Iteration 32Q: 3 clusters Score -2395752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2395754.500000 Penalty: 4895.716309
	Iteration 33Q: 3 clusters Score -2395754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2395772.500000 Penalty: 4895.716309
	Iteration 34Q: 3 clusters Score -2395772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2395782.750000 Penalty: 4895.716309
	Iteration 35Q: 3 clusters Score -2395783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2395802.250000 Penalty: 4895.716309
	Iteration 36Q: 3 clusters Score -2395802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2395800.250000 Penalty: 4895.716309
	Iteration 37Q: 3 clusters Score -2395800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2395817.750000 Penalty: 4895.716309
	Iteration 38Q: 3 clusters Score -2395818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2395829.750000 Penalty: 4895.716309
	Iteration 39Q: 3 clusters Score -2395830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2395836.000000 Penalty: 4895.716309
	Iteration 40F: 3 clusters Score -2395836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2395847.000000 Penalty: 4895.716309
	Iteration 41Q: 3 clusters Score -2395847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2395852.000000 Penalty: 4895.716309
	Iteration 42Q: 3 clusters Score -2395852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2395860.250000 Penalty: 4895.716309
	Iteration 43Q: 3 clusters Score -2395860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2395862.250000 Penalty: 4895.716309
	Iteration 44Q: 3 clusters Score -2395862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2395862.000000 Penalty: 4895.716309
	Iteration 45Q: 3 clusters Score -2395862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2395862.250000 Penalty: 4895.716309
	Iteration 46Q: 3 clusters Score -2395862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2395865.250000 Penalty: 4895.716309
	Iteration 47Q: 3 clusters Score -2395865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2395865.250000 Penalty: 4895.716309
	Iteration 48Q: 3 clusters Score -2395865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2395865.500000 Penalty: 4895.716309
	Iteration 49Q: 3 clusters Score -2395866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2395864.500000 Penalty: 4895.716309
	Iteration 50Q: 3 clusters Score -2395864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2395861.500000 Penalty: 4895.716309
	Iteration 51Q: 3 clusters Score -2395862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2395863.500000 Penalty: 4895.716309
	Iteration 52Q: 3 clusters Score -2395864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2395860.000000 Penalty: 4895.716309
	Iteration 53Q: 3 clusters Score -2395860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2395861.750000 Penalty: 4895.716309
	Iteration 54Q: 3 clusters Score -2395862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2395863.500000 Penalty: 4895.716309
	Iteration 55Q: 3 clusters Score -2395864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2395865.250000 Penalty: 4895.716309
	Iteration 56Q: 3 clusters Score -2395865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2395864.750000 Penalty: 4895.716309
	Iteration 57Q: 3 clusters Score -2395865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2395865.000000 Penalty: 4895.716309
	Iteration 58Q: 3 clusters Score -2395865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2395862.000000 Penalty: 4895.716309
	Iteration 59Q: 3 clusters Score -2395862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2395865.000000 Penalty: 4895.716309
	Iteration 60F: 3 clusters Score -2395865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2395870.750000 Penalty: 4895.716309
	Iteration 61Q: 3 clusters Score -2395871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2395871.250000 Penalty: 4895.716309
	Iteration 62Q: 3 clusters Score -2395871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2395872.500000 Penalty: 4895.716309
	Iteration 63Q: 3 clusters Score -2395872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2395872.750000 Penalty: 4895.716309
	Iteration 64Q: 3 clusters Score -2395873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2395869.000000 Penalty: 4895.716309
	Iteration 65Q: 3 clusters Score -2395869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2395870.250000 Penalty: 4895.716309
	Iteration 66Q: 3 clusters Score -2395870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2395871.500000 Penalty: 4895.716309
	Iteration 67Q: 3 clusters Score -2395872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2395870.500000 Penalty: 4895.716309
	Iteration 68Q: 3 clusters Score -2395870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2395869.250000 Penalty: 4895.716309
	Iteration 69Q: 3 clusters Score -2395869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2395868.500000 Penalty: 4895.716309
	Iteration 70Q: 3 clusters Score -2395868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2395868.500000 Penalty: 4895.716309
	Iteration 71F: 3 clusters Score -2395868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -102004.218750 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -102004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100325.414062 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -100325.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100819.734375 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -100819.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -101008.320312 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -101008.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -101130.835938 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -101130.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101301.351562 Penalty: 3363.404785
	Iteration 4F: 3 clusters Score -101301.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -101467.171875 Penalty: 3363.404785
	Iteration 5F: 3 clusters Score -101467.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -101602.609375 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -101602.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -101745.507812 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -101745.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -101856.812500 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -101856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -101960.460938 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -101960.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -102040.656250 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -102040.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -102094.992188 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -102095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -102133.312500 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -102133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -102171.726562 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -102171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -102186.945312 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -102186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -102190.054688 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -102190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -102190.054688 Penalty: 3363.404785
	Iteration 16F: 3 clusters Score -102190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19349 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15545 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140068 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Mstep: Class 22 contains 150 members 
Entering Unmasked Estep 
Score: -42906704.000000 Penalty: 69427.945312
Splitting cluster 7 changes total score from -42907964.000000 to -42906704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -70194.742188 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -70194.74 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 314 members 
Entering Unmasked Estep 
Score: -68643.210938 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -68643.21 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69084.867188 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -69084.87 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69324.500000 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -69324.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69480.890625 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -69480.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69566.226562 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -69566.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69610.507812 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -69610.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69634.531250 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -69634.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69664.335938 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -69664.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69686.617188 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -69686.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69692.367188 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -69692.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69699.109375 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -69699.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69703.085938 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -69703.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69706.234375 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -69706.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69709.242188 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -69709.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69714.648438 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -69714.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69719.484375 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -69719.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69719.484375 Penalty: 3162.856689
	Iteration 16F: 3 clusters Score -69719.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Entering Unmasked Estep 
Score: -2605105.000000 Penalty: 2455.008545
	Iteration 0F: 2 clusters Score -2605105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2591062.750000 Penalty: 4910.017090
	Iteration 0F: 3 clusters Score -2591063 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2595686.500000 Penalty: 4910.017090
	Iteration 1F: 3 clusters Score -2595686 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2596020.000000 Penalty: 4910.017090
	Iteration 2Q: 3 clusters Score -2596020 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2596307.750000 Penalty: 4910.017090
	Iteration 3Q: 3 clusters Score -2596308 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2596585.500000 Penalty: 4910.017090
	Iteration 4Q: 3 clusters Score -2596586 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2596857.250000 Penalty: 4910.017090
	Iteration 5Q: 3 clusters Score -2596857 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2597178.500000 Penalty: 4910.017090
	Iteration 6Q: 3 clusters Score -2597178 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2597568.750000 Penalty: 4910.017090
	Iteration 7Q: 3 clusters Score -2597569 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2598134.750000 Penalty: 4910.017090
	Iteration 8Q: 3 clusters Score -2598135 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2598836.750000 Penalty: 4910.017090
	Iteration 9F: 3 clusters Score -2598837 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2599768.000000 Penalty: 4910.017090
	Iteration 10F: 3 clusters Score -2599768 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2600789.000000 Penalty: 4910.017090
	Iteration 11F: 3 clusters Score -2600789 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2601685.500000 Penalty: 4910.017090
	Iteration 12Q: 3 clusters Score -2601686 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2602349.500000 Penalty: 4910.017090
	Iteration 13Q: 3 clusters Score -2602350 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2602709.500000 Penalty: 4910.017090
	Iteration 14Q: 3 clusters Score -2602710 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2602882.750000 Penalty: 4910.017090
	Iteration 15Q: 3 clusters Score -2602883 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2602994.250000 Penalty: 4910.017090
	Iteration 16Q: 3 clusters Score -2602994 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2603053.500000 Penalty: 4910.017090
	Iteration 17Q: 3 clusters Score -2603054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2603076.750000 Penalty: 4910.017090
	Iteration 18Q: 3 clusters Score -2603077 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2603100.500000 Penalty: 4910.017090
	Iteration 19Q: 3 clusters Score -2603100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2603111.000000 Penalty: 4910.017090
	Iteration 20F: 3 clusters Score -2603111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2603125.750000 Penalty: 4910.017090
	Iteration 21Q: 3 clusters Score -2603126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2603130.000000 Penalty: 4910.017090
	Iteration 22Q: 3 clusters Score -2603130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2603133.250000 Penalty: 4910.017090
	Iteration 23Q: 3 clusters Score -2603133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2603137.500000 Penalty: 4910.017090
	Iteration 24Q: 3 clusters Score -2603138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2603149.500000 Penalty: 4910.017090
	Iteration 25Q: 3 clusters Score -2603150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2603146.250000 Penalty: 4910.017090
	Iteration 26Q: 3 clusters Score -2603146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2603144.000000 Penalty: 4910.017090
	Iteration 27Q: 3 clusters Score -2603144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2603151.500000 Penalty: 4910.017090
	Iteration 28Q: 3 clusters Score -2603152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2603155.000000 Penalty: 4910.017090
	Iteration 29Q: 3 clusters Score -2603155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2603156.000000 Penalty: 4910.017090
	Iteration 30Q: 3 clusters Score -2603156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2603158.750000 Penalty: 4910.017090
	Iteration 31Q: 3 clusters Score -2603159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2603158.250000 Penalty: 4910.017090
	Iteration 32Q: 3 clusters Score -2603158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2603163.500000 Penalty: 4910.017090
	Iteration 33Q: 3 clusters Score -2603164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2603168.250000 Penalty: 4910.017090
	Iteration 34Q: 3 clusters Score -2603168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2603178.000000 Penalty: 4910.017090
	Iteration 35Q: 3 clusters Score -2603178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2603176.000000 Penalty: 4910.017090
	Iteration 36Q: 3 clusters Score -2603176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2603174.250000 Penalty: 4910.017090
	Iteration 37Q: 3 clusters Score -2603174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2603172.750000 Penalty: 4910.017090
	Iteration 38Q: 3 clusters Score -2603173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2603176.500000 Penalty: 4910.017090
	Iteration 39Q: 3 clusters Score -2603176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2603175.750000 Penalty: 4910.017090
	Iteration 40F: 3 clusters Score -2603176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2603175.250000 Penalty: 4910.017090
	Iteration 41Q: 3 clusters Score -2603175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2603180.500000 Penalty: 4910.017090
	Iteration 42Q: 3 clusters Score -2603180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2603178.750000 Penalty: 4910.017090
	Iteration 43Q: 3 clusters Score -2603179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2603180.000000 Penalty: 4910.017090
	Iteration 44Q: 3 clusters Score -2603180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2603182.250000 Penalty: 4910.017090
	Iteration 45Q: 3 clusters Score -2603182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2603178.750000 Penalty: 4910.017090
	Iteration 46Q: 3 clusters Score -2603179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2603181.000000 Penalty: 4910.017090
	Iteration 47Q: 3 clusters Score -2603181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2603178.000000 Penalty: 4910.017090
	Iteration 48Q: 3 clusters Score -2603178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2603178.250000 Penalty: 4910.017090
	Iteration 49Q: 3 clusters Score -2603178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2603182.000000 Penalty: 4910.017090
	Iteration 50Q: 3 clusters Score -2603182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2603182.500000 Penalty: 4910.017090
	Iteration 51Q: 3 clusters Score -2603182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2603185.500000 Penalty: 4910.017090
	Iteration 52Q: 3 clusters Score -2603186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2603184.000000 Penalty: 4910.017090
	Iteration 53Q: 3 clusters Score -2603184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2603189.000000 Penalty: 4910.017090
	Iteration 54Q: 3 clusters Score -2603189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2603191.000000 Penalty: 4910.017090
	Iteration 55Q: 3 clusters Score -2603191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2603191.000000 Penalty: 4910.017090
	Iteration 56Q: 3 clusters Score -2603191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2603195.750000 Penalty: 4910.017090
	Iteration 57Q: 3 clusters Score -2603196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2603199.750000 Penalty: 4910.017090
	Iteration 58Q: 3 clusters Score -2603200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2603199.750000 Penalty: 4910.017090
	Iteration 59F: 3 clusters Score -2603200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2020365.875000 Penalty: 2393.570557
	Iteration 0F: 2 clusters Score -2020366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2009250.750000 Penalty: 4787.141113
	Iteration 0F: 3 clusters Score -2009251 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2012845.375000 Penalty: 4787.141113
	Iteration 1F: 3 clusters Score -2012845 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2013231.250000 Penalty: 4787.141113
	Iteration 2F: 3 clusters Score -2013231 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2013582.500000 Penalty: 4787.141113
	Iteration 3F: 3 clusters Score -2013582 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2013942.375000 Penalty: 4787.141113
	Iteration 4Q: 3 clusters Score -2013942 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2014327.250000 Penalty: 4787.141113
	Iteration 5Q: 3 clusters Score -2014327 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2014670.250000 Penalty: 4787.141113
	Iteration 6Q: 3 clusters Score -2014670 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2015034.125000 Penalty: 4787.141113
	Iteration 7Q: 3 clusters Score -2015034 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2015418.625000 Penalty: 4787.141113
	Iteration 8Q: 3 clusters Score -2015419 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2015834.000000 Penalty: 4787.141113
	Iteration 9Q: 3 clusters Score -2015834 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2016233.625000 Penalty: 4787.141113
	Iteration 10Q: 3 clusters Score -2016234 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2016592.750000 Penalty: 4787.141113
	Iteration 11Q: 3 clusters Score -2016593 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2016919.250000 Penalty: 4787.141113
	Iteration 12Q: 3 clusters Score -2016919 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2017172.875000 Penalty: 4787.141113
	Iteration 13Q: 3 clusters Score -2017173 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2017379.625000 Penalty: 4787.141113
	Iteration 14Q: 3 clusters Score -2017380 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2017550.375000 Penalty: 4787.141113
	Iteration 15Q: 3 clusters Score -2017550 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2017680.000000 Penalty: 4787.141113
	Iteration 16Q: 3 clusters Score -2017680 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2017779.875000 Penalty: 4787.141113
	Iteration 17Q: 3 clusters Score -2017780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2017864.250000 Penalty: 4787.141113
	Iteration 18Q: 3 clusters Score -2017864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2017934.875000 Penalty: 4787.141113
	Iteration 19Q: 3 clusters Score -2017935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2017996.000000 Penalty: 4787.141113
	Iteration 20F: 3 clusters Score -2017996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2018042.625000 Penalty: 4787.141113
	Iteration 21Q: 3 clusters Score -2018043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2018081.000000 Penalty: 4787.141113
	Iteration 22Q: 3 clusters Score -2018081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2018117.875000 Penalty: 4787.141113
	Iteration 23Q: 3 clusters Score -2018118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2018151.500000 Penalty: 4787.141113
	Iteration 24Q: 3 clusters Score -2018152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2018179.375000 Penalty: 4787.141113
	Iteration 25Q: 3 clusters Score -2018179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2018202.250000 Penalty: 4787.141113
	Iteration 26Q: 3 clusters Score -2018202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2018214.000000 Penalty: 4787.141113
	Iteration 27Q: 3 clusters Score -2018214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2018229.250000 Penalty: 4787.141113
	Iteration 28Q: 3 clusters Score -2018229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2018247.125000 Penalty: 4787.141113
	Iteration 29Q: 3 clusters Score -2018247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2018255.875000 Penalty: 4787.141113
	Iteration 30Q: 3 clusters Score -2018256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2018267.125000 Penalty: 4787.141113
	Iteration 31Q: 3 clusters Score -2018267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2018276.000000 Penalty: 4787.141113
	Iteration 32Q: 3 clusters Score -2018276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2018281.250000 Penalty: 4787.141113
	Iteration 33Q: 3 clusters Score -2018281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2018285.875000 Penalty: 4787.141113
	Iteration 34Q: 3 clusters Score -2018286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2018288.250000 Penalty: 4787.141113
	Iteration 35Q: 3 clusters Score -2018288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2018293.125000 Penalty: 4787.141113
	Iteration 36Q: 3 clusters Score -2018293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2018299.500000 Penalty: 4787.141113
	Iteration 37Q: 3 clusters Score -2018300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2018301.625000 Penalty: 4787.141113
	Iteration 38Q: 3 clusters Score -2018302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2018302.250000 Penalty: 4787.141113
	Iteration 39Q: 3 clusters Score -2018302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2018303.875000 Penalty: 4787.141113
	Iteration 40F: 3 clusters Score -2018304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2018305.125000 Penalty: 4787.141113
	Iteration 41Q: 3 clusters Score -2018305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2018308.625000 Penalty: 4787.141113
	Iteration 42Q: 3 clusters Score -2018309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2018311.250000 Penalty: 4787.141113
	Iteration 43Q: 3 clusters Score -2018311 nChanged 4
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: -2018313.375000 Penalty: 4787.141113
	Iteration 44Q: 3 clusters Score -2018313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2018316.500000 Penalty: 4787.141113
	Iteration 45Q: 3 clusters Score -2018316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2018319.375000 Penalty: 4787.141113
	Iteration 46Q: 3 clusters Score -2018319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2018318.875000 Penalty: 4787.141113
	Iteration 47Q: 3 clusters Score -2018319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2018319.000000 Penalty: 4787.141113
	Iteration 48Q: 3 clusters Score -2018319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2018319.000000 Penalty: 4787.141113
	Iteration 49Q: 3 clusters Score -2018319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2018319.000000 Penalty: 4787.141113
	Iteration 50F: 3 clusters Score -2018319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -28350.253906 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -28350.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27183.578125 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -27183.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27281.468750 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -27281.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27293.697266 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -27293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27295.841797 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -27295.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27298.705078 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -27298.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27313.150391 Penalty: 2771.275391
	Iteration 5Q: 3 clusters Score -27313.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27326.835938 Penalty: 2771.275391
	Iteration 6Q: 3 clusters Score -27326.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27340.804688 Penalty: 2771.275391
	Iteration 7Q: 3 clusters Score -27340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27344.708984 Penalty: 2771.275391
	Iteration 8Q: 3 clusters Score -27344.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27344.708984 Penalty: 2771.275391
	Iteration 9F: 3 clusters Score -27344.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Entering Unmasked Estep 
Score: -5507112.000000 Penalty: 2641.701660
	Iteration 0F: 2 clusters Score -5507112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -5478595.500000 Penalty: 5283.403320
	Iteration 0F: 3 clusters Score -5478596 nChanged 19382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -5489373.000000 Penalty: 5283.403320
	Iteration 1F: 3 clusters Score -5489373 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -5489947.500000 Penalty: 5283.403320
	Iteration 2Q: 3 clusters Score -5489948 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -5490740.500000 Penalty: 5283.403320
	Iteration 3Q: 3 clusters Score -5490740 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -5491783.500000 Penalty: 5283.403320
	Iteration 4F: 3 clusters Score -5491784 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -5493433.000000 Penalty: 5283.403320
	Iteration 5F: 3 clusters Score -5493433 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -5495949.500000 Penalty: 5283.403320
	Iteration 6F: 3 clusters Score -5495950 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -5499118.500000 Penalty: 5283.403320
	Iteration 7F: 3 clusters Score -5499118 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -5501938.000000 Penalty: 5283.403320
	Iteration 8F: 3 clusters Score -5501938 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -5503496.000000 Penalty: 5283.403320
	Iteration 9Q: 3 clusters Score -5503496 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5504194.500000 Penalty: 5283.403320
	Iteration 10Q: 3 clusters Score -5504194 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5504491.000000 Penalty: 5283.403320
	Iteration 11Q: 3 clusters Score -5504491 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5504642.000000 Penalty: 5283.403320
	Iteration 12Q: 3 clusters Score -5504642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -5504715.500000 Penalty: 5283.403320
	Iteration 13Q: 3 clusters Score -5504716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -5504761.500000 Penalty: 5283.403320
	Iteration 14Q: 3 clusters Score -5504762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5504783.000000 Penalty: 5283.403320
	Iteration 15Q: 3 clusters Score -5504783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -5504815.000000 Penalty: 5283.403320
	Iteration 16Q: 3 clusters Score -5504815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5504826.500000 Penalty: 5283.403320
	Iteration 17Q: 3 clusters Score -5504826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -5504836.000000 Penalty: 5283.403320
	Iteration 18Q: 3 clusters Score -5504836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5504849.000000 Penalty: 5283.403320
	Iteration 19Q: 3 clusters Score -5504849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5504849.500000 Penalty: 5283.403320
	Iteration 20F: 3 clusters Score -5504850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5504852.500000 Penalty: 5283.403320
	Iteration 21Q: 3 clusters Score -5504852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5504854.000000 Penalty: 5283.403320
	Iteration 22Q: 3 clusters Score -5504854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5504853.500000 Penalty: 5283.403320
	Iteration 23Q: 3 clusters Score -5504854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5504857.000000 Penalty: 5283.403320
	Iteration 24Q: 3 clusters Score -5504857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5504857.000000 Penalty: 5283.403320
	Iteration 25F: 3 clusters Score -5504857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Entering Unmasked Estep 
Score: -2072671.625000 Penalty: 2398.764648
	Iteration 0F: 2 clusters Score -2072672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2061346.500000 Penalty: 4797.529297
	Iteration 0F: 3 clusters Score -2061346 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2064915.750000 Penalty: 4797.529297
	Iteration 1F: 3 clusters Score -2064916 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2065328.750000 Penalty: 4797.529297
	Iteration 2F: 3 clusters Score -2065329 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2065713.500000 Penalty: 4797.529297
	Iteration 3F: 3 clusters Score -2065714 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2066158.500000 Penalty: 4797.529297
	Iteration 4F: 3 clusters Score -2066158 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2066632.500000 Penalty: 4797.529297
	Iteration 5F: 3 clusters Score -2066632 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2067226.250000 Penalty: 4797.529297
	Iteration 6F: 3 clusters Score -2067226 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2067948.375000 Penalty: 4797.529297
	Iteration 7F: 3 clusters Score -2067948 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2068721.250000 Penalty: 4797.529297
	Iteration 8F: 3 clusters Score -2068721 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2069351.125000 Penalty: 4797.529297
	Iteration 9Q: 3 clusters Score -2069351 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2069878.000000 Penalty: 4797.529297
	Iteration 10Q: 3 clusters Score -2069878 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2070310.375000 Penalty: 4797.529297
	Iteration 11Q: 3 clusters Score -2070310 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2070652.000000 Penalty: 4797.529297
	Iteration 12Q: 3 clusters Score -2070652 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2070896.250000 Penalty: 4797.529297
	Iteration 13Q: 3 clusters Score -2070896 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2071045.875000 Penalty: 4797.529297
	Iteration 14Q: 3 clusters Score -2071046 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2071114.125000 Penalty: 4797.529297
	Iteration 15Q: 3 clusters Score -2071114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2071151.250000 Penalty: 4797.529297
	Iteration 16Q: 3 clusters Score -2071151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2071178.000000 Penalty: 4797.529297
	Iteration 17Q: 3 clusters Score -2071178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2071201.500000 Penalty: 4797.529297
	Iteration 18Q: 3 clusters Score -2071202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2071204.625000 Penalty: 4797.529297
	Iteration 19Q: 3 clusters Score -2071205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2071213.375000 Penalty: 4797.529297
	Iteration 20F: 3 clusters Score -2071213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2071215.000000 Penalty: 4797.529297
	Iteration 21Q: 3 clusters Score -2071215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2071213.875000 Penalty: 4797.529297
	Iteration 22Q: 3 clusters Score -2071214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2071219.000000 Penalty: 4797.529297
	Iteration 23Q: 3 clusters Score -2071219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2071223.125000 Penalty: 4797.529297
	Iteration 24Q: 3 clusters Score -2071223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2071228.375000 Penalty: 4797.529297
	Iteration 25Q: 3 clusters Score -2071228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2071226.750000 Penalty: 4797.529297
	Iteration 26Q: 3 clusters Score -2071227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2071223.500000 Penalty: 4797.529297
	Iteration 27Q: 3 clusters Score -2071224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2071223.500000 Penalty: 4797.529297
	Iteration 28F: 3 clusters Score -2071224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Entering Unmasked Estep 
Score: -1413938.625000 Penalty: 2305.172119
	Iteration 0F: 2 clusters Score -1413939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1405717.750000 Penalty: 4610.344238
	Iteration 0F: 3 clusters Score -1405718 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1408333.500000 Penalty: 4610.344238
	Iteration 1F: 3 clusters Score -1408334 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1408927.250000 Penalty: 4610.344238
	Iteration 2F: 3 clusters Score -1408927 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1409537.000000 Penalty: 4610.344238
	Iteration 3F: 3 clusters Score -1409537 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1410142.000000 Penalty: 4610.344238
	Iteration 4F: 3 clusters Score -1410142 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1410680.375000 Penalty: 4610.344238
	Iteration 5F: 3 clusters Score -1410680 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1411082.125000 Penalty: 4610.344238
	Iteration 6F: 3 clusters Score -1411082 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1411383.625000 Penalty: 4610.344238
	Iteration 7Q: 3 clusters Score -1411384 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1411573.375000 Penalty: 4610.344238
	Iteration 8Q: 3 clusters Score -1411573 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1411699.750000 Penalty: 4610.344238
	Iteration 9Q: 3 clusters Score -1411700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1411804.625000 Penalty: 4610.344238
	Iteration 10Q: 3 clusters Score -1411805 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1411879.125000 Penalty: 4610.344238
	Iteration 11Q: 3 clusters Score -1411879 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1411932.250000 Penalty: 4610.344238
	Iteration 12Q: 3 clusters Score -1411932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1411968.250000 Penalty: 4610.344238
	Iteration 13Q: 3 clusters Score -1411968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1411999.750000 Penalty: 4610.344238
	Iteration 14Q: 3 clusters Score -1412000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1412026.875000 Penalty: 4610.344238
	Iteration 15Q: 3 clusters Score -1412027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1412053.250000 Penalty: 4610.344238
	Iteration 16Q: 3 clusters Score -1412053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1412072.750000 Penalty: 4610.344238
	Iteration 17Q: 3 clusters Score -1412073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1412092.000000 Penalty: 4610.344238
	Iteration 18Q: 3 clusters Score -1412092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1412115.375000 Penalty: 4610.344238
	Iteration 19Q: 3 clusters Score -1412115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1412133.875000 Penalty: 4610.344238
	Iteration 20F: 3 clusters Score -1412134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1412149.875000 Penalty: 4610.344238
	Iteration 21Q: 3 clusters Score -1412150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1412158.375000 Penalty: 4610.344238
	Iteration 22Q: 3 clusters Score -1412158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1412164.250000 Penalty: 4610.344238
	Iteration 23Q: 3 clusters Score -1412164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1412174.875000 Penalty: 4610.344238
	Iteration 24Q: 3 clusters Score -1412175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1412180.375000 Penalty: 4610.344238
	Iteration 25Q: 3 clusters Score -1412180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1412186.000000 Penalty: 4610.344238
	Iteration 26Q: 3 clusters Score -1412186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1412194.875000 Penalty: 4610.344238
	Iteration 27Q: 3 clusters Score -1412195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1412204.125000 Penalty: 4610.344238
	Iteration 28Q: 3 clusters Score -1412204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1412207.000000 Penalty: 4610.344238
	Iteration 29Q: 3 clusters Score -1412207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1412208.375000 Penalty: 4610.344238
	Iteration 30Q: 3 clusters Score -1412208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1412212.875000 Penalty: 4610.344238
	Iteration 31Q: 3 clusters Score -1412213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1412208.500000 Penalty: 4610.344238
	Iteration 32Q: 3 clusters Score -1412208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1412214.000000 Penalty: 4610.344238
	Iteration 33Q: 3 clusters Score -1412214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1412214.375000 Penalty: 4610.344238
	Iteration 34Q: 3 clusters Score -1412214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1412215.500000 Penalty: 4610.344238
	Iteration 35Q: 3 clusters Score -1412216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1412216.625000 Penalty: 4610.344238
	Iteration 36Q: 3 clusters Score -1412217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1412215.000000 Penalty: 4610.344238
	Iteration 37Q: 3 clusters Score -1412215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1412218.375000 Penalty: 4610.344238
	Iteration 38Q: 3 clusters Score -1412218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1412219.125000 Penalty: 4610.344238
	Iteration 39Q: 3 clusters Score -1412219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1412221.500000 Penalty: 4610.344238
	Iteration 40F: 3 clusters Score -1412222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1412221.125000 Penalty: 4610.344238
	Iteration 41Q: 3 clusters Score -1412221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1412223.500000 Penalty: 4610.344238
	Iteration 42Q: 3 clusters Score -1412224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1412223.500000 Penalty: 4610.344238
	Iteration 43F: 3 clusters Score -1412224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (140068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140068 members 
Entering Unmasked Estep 
Score: -18370734.000000 Penalty: 2938.770996
	Iteration 0F: 2 clusters Score -1.837073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -18277638.000000 Penalty: 5877.541992
	Iteration 0F: 3 clusters Score -1.827764e+07 nChanged 66860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -18316086.000000 Penalty: 5877.541992
	Iteration 1F: 3 clusters Score -1.831609e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -18317188.000000 Penalty: 5877.541992
	Iteration 2Q: 3 clusters Score -1.831719e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -18319070.000000 Penalty: 5877.541992
	Iteration 3Q: 3 clusters Score -1.831907e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -18322262.000000 Penalty: 5877.541992
	Iteration 4Q: 3 clusters Score -1.832226e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -18327934.000000 Penalty: 5877.541992
	Iteration 5F: 3 clusters Score -1.832793e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -18337312.000000 Penalty: 5877.541992
	Iteration 6F: 3 clusters Score -1.833731e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -18348700.000000 Penalty: 5877.541992
	Iteration 7F: 3 clusters Score -1.83487e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129765 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -18358432.000000 Penalty: 5877.541992
	Iteration 8F: 3 clusters Score -1.835843e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135820 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -18364288.000000 Penalty: 5877.541992
	Iteration 9Q: 3 clusters Score -1.836429e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138487 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18366684.000000 Penalty: 5877.541992
	Iteration 10Q: 3 clusters Score -1.836668e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139356 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18367506.000000 Penalty: 5877.541992
	Iteration 11Q: 3 clusters Score -1.836751e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139622 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -18367780.000000 Penalty: 5877.541992
	Iteration 12Q: 3 clusters Score -1.836778e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139712 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -18367954.000000 Penalty: 5877.541992
	Iteration 13Q: 3 clusters Score -1.836795e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139749 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18368036.000000 Penalty: 5877.541992
	Iteration 14Q: 3 clusters Score -1.836804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139768 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -18368050.000000 Penalty: 5877.541992
	Iteration 15Q: 3 clusters Score -1.836805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18368096.000000 Penalty: 5877.541992
	Iteration 16Q: 3 clusters Score -1.83681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139788 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18368104.000000 Penalty: 5877.541992
	Iteration 17Q: 3 clusters Score -1.83681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139790 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18368116.000000 Penalty: 5877.541992
	Iteration 18Q: 3 clusters Score -1.836812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139794 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18368122.000000 Penalty: 5877.541992
	Iteration 19Q: 3 clusters Score -1.836812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139793 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18368122.000000 Penalty: 5877.541992
	Iteration 20F: 3 clusters Score -1.836812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18368118.000000 Penalty: 5877.541992
	Iteration 21Q: 3 clusters Score -1.836812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18368118.000000 Penalty: 5877.541992
	Iteration 22F: 3 clusters Score -1.836812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -485052.937500 Penalty: 2044.007568
	Iteration 0F: 2 clusters Score -485052.9 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 1903 members 
Entering Unmasked Estep 
Score: -481257.343750 Penalty: 4088.015137
	Iteration 0F: 3 clusters Score -481257.3 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -482091.218750 Penalty: 4088.015137
	Iteration 1F: 3 clusters Score -482091.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -482284.218750 Penalty: 4088.015137
	Iteration 2F: 3 clusters Score -482284.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -482412.093750 Penalty: 4088.015137
	Iteration 3F: 3 clusters Score -482412.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -482516.906250 Penalty: 4088.015137
	Iteration 4Q: 3 clusters Score -482516.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -482599.906250 Penalty: 4088.015137
	Iteration 5Q: 3 clusters Score -482599.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -482660.062500 Penalty: 4088.015137
	Iteration 6Q: 3 clusters Score -482660.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -482716.656250 Penalty: 4088.015137
	Iteration 7Q: 3 clusters Score -482716.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -482761.406250 Penalty: 4088.015137
	Iteration 8Q: 3 clusters Score -482761.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -482804.812500 Penalty: 4088.015137
	Iteration 9Q: 3 clusters Score -482804.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -482855.250000 Penalty: 4088.015137
	Iteration 10Q: 3 clusters Score -482855.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -482906.593750 Penalty: 4088.015137
	Iteration 11Q: 3 clusters Score -482906.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -482945.468750 Penalty: 4088.015137
	Iteration 12Q: 3 clusters Score -482945.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -482984.093750 Penalty: 4088.015137
	Iteration 13Q: 3 clusters Score -482984.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -483022.562500 Penalty: 4088.015137
	Iteration 14Q: 3 clusters Score -483022.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -483057.843750 Penalty: 4088.015137
	Iteration 15Q: 3 clusters Score -483057.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -483092.062500 Penalty: 4088.015137
	Iteration 16Q: 3 clusters Score -483092.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -483116.281250 Penalty: 4088.015137
	Iteration 17Q: 3 clusters Score -483116.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -483129.187500 Penalty: 4088.015137
	Iteration 18Q: 3 clusters Score -483129.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -483142.250000 Penalty: 4088.015137
	Iteration 19Q: 3 clusters Score -483142.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -483154.125000 Penalty: 4088.015137
	Iteration 20F: 3 clusters Score -483154.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -483168.031250 Penalty: 4088.015137
	Iteration 21Q: 3 clusters Score -483168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -483178.250000 Penalty: 4088.015137
	Iteration 22Q: 3 clusters Score -483178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -483184.906250 Penalty: 4088.015137
	Iteration 23Q: 3 clusters Score -483184.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -483195.125000 Penalty: 4088.015137
	Iteration 24Q: 3 clusters Score -483195.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -483204.031250 Penalty: 4088.015137
	Iteration 25Q: 3 clusters Score -483204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -483210.812500 Penalty: 4088.015137
	Iteration 26Q: 3 clusters Score -483210.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -483218.968750 Penalty: 4088.015137
	Iteration 27Q: 3 clusters Score -483219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -483226.156250 Penalty: 4088.015137
	Iteration 28Q: 3 clusters Score -483226.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -483231.375000 Penalty: 4088.015137
	Iteration 29Q: 3 clusters Score -483231.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -483239.281250 Penalty: 4088.015137
	Iteration 30Q: 3 clusters Score -483239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -483247.656250 Penalty: 4088.015137
	Iteration 31Q: 3 clusters Score -483247.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -483258.906250 Penalty: 4088.015137
	Iteration 32Q: 3 clusters Score -483258.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -483266.781250 Penalty: 4088.015137
	Iteration 33Q: 3 clusters Score -483266.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -483273.156250 Penalty: 4088.015137
	Iteration 34Q: 3 clusters Score -483273.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -483279.906250 Penalty: 4088.015137
	Iteration 35Q: 3 clusters Score -483279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -483284.593750 Penalty: 4088.015137
	Iteration 36Q: 3 clusters Score -483284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -483288.156250 Penalty: 4088.015137
	Iteration 37Q: 3 clusters Score -483288.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -483292.531250 Penalty: 4088.015137
	Iteration 38Q: 3 clusters Score -483292.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -483298.500000 Penalty: 4088.015137
	Iteration 39Q: 3 clusters Score -483298.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -483304.125000 Penalty: 4088.015137
	Iteration 40F: 3 clusters Score -483304.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -483309.718750 Penalty: 4088.015137
	Iteration 41Q: 3 clusters Score -483309.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -483315.406250 Penalty: 4088.015137
	Iteration 42Q: 3 clusters Score -483315.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -483320.250000 Penalty: 4088.015137
	Iteration 43Q: 3 clusters Score -483320.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -483327.781250 Penalty: 4088.015137
	Iteration 44Q: 3 clusters Score -483327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -483330.812500 Penalty: 4088.015137
	Iteration 45Q: 3 clusters Score -483330.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -483340.062500 Penalty: 4088.015137
	Iteration 46Q: 3 clusters Score -483340.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -483355.781250 Penalty: 4088.015137
	Iteration 47Q: 3 clusters Score -483355.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -483370.750000 Penalty: 4088.015137
	Iteration 48Q: 3 clusters Score -483370.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -483377.906250 Penalty: 4088.015137
	Iteration 49Q: 3 clusters Score -483377.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -483384.406250 Penalty: 4088.015137
	Iteration 50Q: 3 clusters Score -483384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -483387.750000 Penalty: 4088.015137
	Iteration 51Q: 3 clusters Score -483387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -483390.687500 Penalty: 4088.015137
	Iteration 52Q: 3 clusters Score -483390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -483391.468750 Penalty: 4088.015137
	Iteration 53Q: 3 clusters Score -483391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -483391.250000 Penalty: 4088.015137
	Iteration 54Q: 3 clusters Score -483391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -483391.250000 Penalty: 4088.015137
	Iteration 55F: 3 clusters Score -483391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Entering Unmasked Estep 
Score: -1058729.000000 Penalty: 2234.282227
	Iteration 0F: 2 clusters Score -1058729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1052198.000000 Penalty: 4468.564453
	Iteration 0F: 3 clusters Score -1052198 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1054108.500000 Penalty: 4468.564453
	Iteration 1F: 3 clusters Score -1054108 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1054381.500000 Penalty: 4468.564453
	Iteration 2F: 3 clusters Score -1054382 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1054551.875000 Penalty: 4468.564453
	Iteration 3Q: 3 clusters Score -1054552 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1054701.625000 Penalty: 4468.564453
	Iteration 4Q: 3 clusters Score -1054702 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1054832.875000 Penalty: 4468.564453
	Iteration 5Q: 3 clusters Score -1054833 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1054938.875000 Penalty: 4468.564453
	Iteration 6Q: 3 clusters Score -1054939 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1055020.000000 Penalty: 4468.564453
	Iteration 7Q: 3 clusters Score -1055020 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1055109.500000 Penalty: 4468.564453
	Iteration 8Q: 3 clusters Score -1055110 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1055188.625000 Penalty: 4468.564453
	Iteration 9Q: 3 clusters Score -1055189 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1055253.000000 Penalty: 4468.564453
	Iteration 10Q: 3 clusters Score -1055253 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1055315.750000 Penalty: 4468.564453
	Iteration 11Q: 3 clusters Score -1055316 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1055387.375000 Penalty: 4468.564453
	Iteration 12Q: 3 clusters Score -1055387 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1055460.750000 Penalty: 4468.564453
	Iteration 13Q: 3 clusters Score -1055461 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1055558.125000 Penalty: 4468.564453
	Iteration 14Q: 3 clusters Score -1055558 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1055685.375000 Penalty: 4468.564453
	Iteration 15Q: 3 clusters Score -1055685 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1055794.250000 Penalty: 4468.564453
	Iteration 16Q: 3 clusters Score -1055794 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1055900.500000 Penalty: 4468.564453
	Iteration 17Q: 3 clusters Score -1055900 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1055992.750000 Penalty: 4468.564453
	Iteration 18Q: 3 clusters Score -1055993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1056068.875000 Penalty: 4468.564453
	Iteration 19Q: 3 clusters Score -1056069 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1056135.375000 Penalty: 4468.564453
	Iteration 20F: 3 clusters Score -1056135 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1056198.000000 Penalty: 4468.564453
	Iteration 21Q: 3 clusters Score -1056198 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1056262.750000 Penalty: 4468.564453
	Iteration 22Q: 3 clusters Score -1056263 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1056330.500000 Penalty: 4468.564453
	Iteration 23Q: 3 clusters Score -1056330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1056391.125000 Penalty: 4468.564453
	Iteration 24Q: 3 clusters Score -1056391 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1056443.500000 Penalty: 4468.564453
	Iteration 25Q: 3 clusters Score -1056444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1056494.875000 Penalty: 4468.564453
	Iteration 26Q: 3 clusters Score -1056495 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1056536.750000 Penalty: 4468.564453
	Iteration 27Q: 3 clusters Score -1056537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1056576.875000 Penalty: 4468.564453
	Iteration 28Q: 3 clusters Score -1056577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1056601.875000 Penalty: 4468.564453
	Iteration 29Q: 3 clusters Score -1056602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1056631.375000 Penalty: 4468.564453
	Iteration 30Q: 3 clusters Score -1056631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1056660.250000 Penalty: 4468.564453
	Iteration 31Q: 3 clusters Score -1056660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1056691.125000 Penalty: 4468.564453
	Iteration 32Q: 3 clusters Score -1056691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1056728.625000 Penalty: 4468.564453
	Iteration 33Q: 3 clusters Score -1056729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1056778.375000 Penalty: 4468.564453
	Iteration 34Q: 3 clusters Score -1056778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1056834.125000 Penalty: 4468.564453
	Iteration 35Q: 3 clusters Score -1056834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1056883.375000 Penalty: 4468.564453
	Iteration 36Q: 3 clusters Score -1056883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1056936.750000 Penalty: 4468.564453
	Iteration 37Q: 3 clusters Score -1056937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1056985.125000 Penalty: 4468.564453
	Iteration 38Q: 3 clusters Score -1056985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1057029.250000 Penalty: 4468.564453
	Iteration 39Q: 3 clusters Score -1057029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1057081.250000 Penalty: 4468.564453
	Iteration 40F: 3 clusters Score -1057081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1057131.000000 Penalty: 4468.564453
	Iteration 41Q: 3 clusters Score -1057131 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1057166.250000 Penalty: 4468.564453
	Iteration 42Q: 3 clusters Score -1057166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1057177.125000 Penalty: 4468.564453
	Iteration 43Q: 3 clusters Score -1057177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1057190.000000 Penalty: 4468.564453
	Iteration 44Q: 3 clusters Score -1057190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1057195.250000 Penalty: 4468.564453
	Iteration 45Q: 3 clusters Score -1057195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1057199.250000 Penalty: 4468.564453
	Iteration 46Q: 3 clusters Score -1057199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1057202.625000 Penalty: 4468.564453
	Iteration 47Q: 3 clusters Score -1057203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1057211.375000 Penalty: 4468.564453
	Iteration 48Q: 3 clusters Score -1057211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1057213.875000 Penalty: 4468.564453
	Iteration 49Q: 3 clusters Score -1057214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1057215.625000 Penalty: 4468.564453
	Iteration 50Q: 3 clusters Score -1057216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1057217.375000 Penalty: 4468.564453
	Iteration 51Q: 3 clusters Score -1057217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1057220.750000 Penalty: 4468.564453
	Iteration 52Q: 3 clusters Score -1057221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1057225.000000 Penalty: 4468.564453
	Iteration 53Q: 3 clusters Score -1057225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1057227.875000 Penalty: 4468.564453
	Iteration 54Q: 3 clusters Score -1057228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1057226.500000 Penalty: 4468.564453
	Iteration 55Q: 3 clusters Score -1057226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1057226.875000 Penalty: 4468.564453
	Iteration 56Q: 3 clusters Score -1057227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1057228.000000 Penalty: 4468.564453
	Iteration 57Q: 3 clusters Score -1057228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1057227.875000 Penalty: 4468.564453
	Iteration 58Q: 3 clusters Score -1057228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1057228.250000 Penalty: 4468.564453
	Iteration 59Q: 3 clusters Score -1057228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1057228.250000 Penalty: 4468.564453
	Iteration 60F: 3 clusters Score -1057228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -651700.375000 Penalty: 2126.808105
	Iteration 0F: 2 clusters Score -651700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -647102.625000 Penalty: 4253.616211
	Iteration 0F: 3 clusters Score -647102.6 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -648542.125000 Penalty: 4253.616211
	Iteration 1F: 3 clusters Score -648542.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -648913.562500 Penalty: 4253.616211
	Iteration 2F: 3 clusters Score -648913.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -649202.625000 Penalty: 4253.616211
	Iteration 3F: 3 clusters Score -649202.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -649421.187500 Penalty: 4253.616211
	Iteration 4F: 3 clusters Score -649421.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -649634.500000 Penalty: 4253.616211
	Iteration 5Q: 3 clusters Score -649634.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -649821.562500 Penalty: 4253.616211
	Iteration 6Q: 3 clusters Score -649821.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -649966.687500 Penalty: 4253.616211
	Iteration 7Q: 3 clusters Score -649966.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -650111.750000 Penalty: 4253.616211
	Iteration 8Q: 3 clusters Score -650111.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -650229.937500 Penalty: 4253.616211
	Iteration 9Q: 3 clusters Score -650229.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -650309.312500 Penalty: 4253.616211
	Iteration 10Q: 3 clusters Score -650309.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -650370.000000 Penalty: 4253.616211
	Iteration 11Q: 3 clusters Score -650370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -650416.625000 Penalty: 4253.616211
	Iteration 12Q: 3 clusters Score -650416.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -650456.000000 Penalty: 4253.616211
	Iteration 13Q: 3 clusters Score -650456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -650491.750000 Penalty: 4253.616211
	Iteration 14Q: 3 clusters Score -650491.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -650514.687500 Penalty: 4253.616211
	Iteration 15Q: 3 clusters Score -650514.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -650531.812500 Penalty: 4253.616211
	Iteration 16Q: 3 clusters Score -650531.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -650543.312500 Penalty: 4253.616211
	Iteration 17Q: 3 clusters Score -650543.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -650554.812500 Penalty: 4253.616211
	Iteration 18Q: 3 clusters Score -650554.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -650567.437500 Penalty: 4253.616211
	Iteration 19Q: 3 clusters Score -650567.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -650575.937500 Penalty: 4253.616211
	Iteration 20F: 3 clusters Score -650575.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -650582.812500 Penalty: 4253.616211
	Iteration 21Q: 3 clusters Score -650582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -650591.562500 Penalty: 4253.616211
	Iteration 22Q: 3 clusters Score -650591.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -650599.437500 Penalty: 4253.616211
	Iteration 23Q: 3 clusters Score -650599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -650602.625000 Penalty: 4253.616211
	Iteration 24Q: 3 clusters Score -650602.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -650604.250000 Penalty: 4253.616211
	Iteration 25Q: 3 clusters Score -650604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -650609.375000 Penalty: 4253.616211
	Iteration 26Q: 3 clusters Score -650609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -650613.000000 Penalty: 4253.616211
	Iteration 27Q: 3 clusters Score -650613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -650616.937500 Penalty: 4253.616211
	Iteration 28Q: 3 clusters Score -650616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -650618.125000 Penalty: 4253.616211
	Iteration 29Q: 3 clusters Score -650618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -650621.937500 Penalty: 4253.616211
	Iteration 30Q: 3 clusters Score -650621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -650622.062500 Penalty: 4253.616211
	Iteration 31Q: 3 clusters Score -650622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -650623.812500 Penalty: 4253.616211
	Iteration 32Q: 3 clusters Score -650623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -650623.812500 Penalty: 4253.616211
	Iteration 33F: 3 clusters Score -650623.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -376900.750000 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -376900.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -373702.812500 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -373702.8 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -374352.125000 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -374352.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -374518.062500 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -374518.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -374615.312500 Penalty: 3952.973145
	Iteration 3Q: 3 clusters Score -374615.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -374681.312500 Penalty: 3952.973145
	Iteration 4Q: 3 clusters Score -374681.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -374728.843750 Penalty: 3952.973145
	Iteration 5Q: 3 clusters Score -374728.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -374759.187500 Penalty: 3952.973145
	Iteration 6Q: 3 clusters Score -374759.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -374787.812500 Penalty: 3952.973145
	Iteration 7Q: 3 clusters Score -374787.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -374810.437500 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -374810.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -374830.812500 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -374830.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -374850.250000 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -374850.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -374865.718750 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -374865.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -374881.437500 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -374881.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -374898.031250 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -374898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -374910.531250 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -374910.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -374921.750000 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -374921.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -374928.218750 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -374928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -374933.312500 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -374933.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -374939.937500 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -374939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -374945.062500 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -374945.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -374949.281250 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -374949.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -374952.625000 Penalty: 3952.973145
	Iteration 21Q: 3 clusters Score -374952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -374955.156250 Penalty: 3952.973145
	Iteration 22Q: 3 clusters Score -374955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -374956.187500 Penalty: 3952.973145
	Iteration 23Q: 3 clusters Score -374956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -374959.312500 Penalty: 3952.973145
	Iteration 24Q: 3 clusters Score -374959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -374960.781250 Penalty: 3952.973145
	Iteration 25Q: 3 clusters Score -374960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -374963.625000 Penalty: 3952.973145
	Iteration 26Q: 3 clusters Score -374963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -374966.281250 Penalty: 3952.973145
	Iteration 27Q: 3 clusters Score -374966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -374968.031250 Penalty: 3952.973145
	Iteration 28Q: 3 clusters Score -374968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -374972.062500 Penalty: 3952.973145
	Iteration 29Q: 3 clusters Score -374972.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -374973.968750 Penalty: 3952.973145
	Iteration 30Q: 3 clusters Score -374974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -374974.750000 Penalty: 3952.973145
	Iteration 31Q: 3 clusters Score -374974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -374976.625000 Penalty: 3952.973145
	Iteration 32Q: 3 clusters Score -374976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -374979.531250 Penalty: 3952.973145
	Iteration 33Q: 3 clusters Score -374979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -374981.906250 Penalty: 3952.973145
	Iteration 34Q: 3 clusters Score -374981.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -374985.875000 Penalty: 3952.973145
	Iteration 35Q: 3 clusters Score -374985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -374987.625000 Penalty: 3952.973145
	Iteration 36Q: 3 clusters Score -374987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -374990.375000 Penalty: 3952.973145
	Iteration 37Q: 3 clusters Score -374990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -374990.937500 Penalty: 3952.973145
	Iteration 38Q: 3 clusters Score -374990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -374990.750000 Penalty: 3952.973145
	Iteration 39Q: 3 clusters Score -374990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -374993.656250 Penalty: 3952.973145
	Iteration 40F: 3 clusters Score -374993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -374994.343750 Penalty: 3952.973145
	Iteration 41Q: 3 clusters Score -374994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -374994.968750 Penalty: 3952.973145
	Iteration 42Q: 3 clusters Score -374995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -374995.093750 Penalty: 3952.973145
	Iteration 43Q: 3 clusters Score -374995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -374995.093750 Penalty: 3952.973145
	Iteration 44F: 3 clusters Score -374995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -648488.687500 Penalty: 2112.114990
	Iteration 0F: 2 clusters Score -648488.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -643985.625000 Penalty: 4224.229980
	Iteration 0F: 3 clusters Score -643985.6 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -645089.875000 Penalty: 4224.229980
	Iteration 1F: 3 clusters Score -645089.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -645317.625000 Penalty: 4224.229980
	Iteration 2F: 3 clusters Score -645317.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -645467.000000 Penalty: 4224.229980
	Iteration 3F: 3 clusters Score -645467 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -645586.125000 Penalty: 4224.229980
	Iteration 4Q: 3 clusters Score -645586.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -645690.375000 Penalty: 4224.229980
	Iteration 5Q: 3 clusters Score -645690.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -645795.500000 Penalty: 4224.229980
	Iteration 6Q: 3 clusters Score -645795.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -645895.437500 Penalty: 4224.229980
	Iteration 7Q: 3 clusters Score -645895.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -645971.187500 Penalty: 4224.229980
	Iteration 8Q: 3 clusters Score -645971.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -646042.875000 Penalty: 4224.229980
	Iteration 9Q: 3 clusters Score -646042.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -646110.187500 Penalty: 4224.229980
	Iteration 10Q: 3 clusters Score -646110.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -646175.250000 Penalty: 4224.229980
	Iteration 11Q: 3 clusters Score -646175.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -646238.312500 Penalty: 4224.229980
	Iteration 12Q: 3 clusters Score -646238.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -646288.875000 Penalty: 4224.229980
	Iteration 13Q: 3 clusters Score -646288.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -646347.812500 Penalty: 4224.229980
	Iteration 14Q: 3 clusters Score -646347.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -646397.375000 Penalty: 4224.229980
	Iteration 15Q: 3 clusters Score -646397.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -646449.875000 Penalty: 4224.229980
	Iteration 16Q: 3 clusters Score -646449.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -646496.437500 Penalty: 4224.229980
	Iteration 17Q: 3 clusters Score -646496.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -646534.062500 Penalty: 4224.229980
	Iteration 18Q: 3 clusters Score -646534.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -646566.187500 Penalty: 4224.229980
	Iteration 19Q: 3 clusters Score -646566.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -646596.937500 Penalty: 4224.229980
	Iteration 20F: 3 clusters Score -646596.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -646626.250000 Penalty: 4224.229980
	Iteration 21Q: 3 clusters Score -646626.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -646657.875000 Penalty: 4224.229980
	Iteration 22Q: 3 clusters Score -646657.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -646695.500000 Penalty: 4224.229980
	Iteration 23Q: 3 clusters Score -646695.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -646725.937500 Penalty: 4224.229980
	Iteration 24Q: 3 clusters Score -646725.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -646757.000000 Penalty: 4224.229980
	Iteration 25Q: 3 clusters Score -646757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -646787.500000 Penalty: 4224.229980
	Iteration 26Q: 3 clusters Score -646787.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -646808.187500 Penalty: 4224.229980
	Iteration 27Q: 3 clusters Score -646808.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -646824.375000 Penalty: 4224.229980
	Iteration 28Q: 3 clusters Score -646824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -646837.437500 Penalty: 4224.229980
	Iteration 29Q: 3 clusters Score -646837.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -646846.125000 Penalty: 4224.229980
	Iteration 30Q: 3 clusters Score -646846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -646855.437500 Penalty: 4224.229980
	Iteration 31Q: 3 clusters Score -646855.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -646863.062500 Penalty: 4224.229980
	Iteration 32Q: 3 clusters Score -646863.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -646868.375000 Penalty: 4224.229980
	Iteration 33Q: 3 clusters Score -646868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -646873.062500 Penalty: 4224.229980
	Iteration 34Q: 3 clusters Score -646873.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -646876.875000 Penalty: 4224.229980
	Iteration 35Q: 3 clusters Score -646876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -646879.500000 Penalty: 4224.229980
	Iteration 36Q: 3 clusters Score -646879.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -646881.562500 Penalty: 4224.229980
	Iteration 37Q: 3 clusters Score -646881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -646884.312500 Penalty: 4224.229980
	Iteration 38Q: 3 clusters Score -646884.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -646886.937500 Penalty: 4224.229980
	Iteration 39Q: 3 clusters Score -646886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -646889.375000 Penalty: 4224.229980
	Iteration 40F: 3 clusters Score -646889.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -646890.812500 Penalty: 4224.229980
	Iteration 41Q: 3 clusters Score -646890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -646894.062500 Penalty: 4224.229980
	Iteration 42Q: 3 clusters Score -646894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -646895.375000 Penalty: 4224.229980
	Iteration 43Q: 3 clusters Score -646895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -646895.187500 Penalty: 4224.229980
	Iteration 44Q: 3 clusters Score -646895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -646897.375000 Penalty: 4224.229980
	Iteration 45Q: 3 clusters Score -646897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -646897.687500 Penalty: 4224.229980
	Iteration 46Q: 3 clusters Score -646897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -646898.250000 Penalty: 4224.229980
	Iteration 47Q: 3 clusters Score -646898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -646900.000000 Penalty: 4224.229980
	Iteration 48Q: 3 clusters Score -646900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -646900.000000 Penalty: 4224.229980
	Iteration 49F: 3 clusters Score -646900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -983296.187500 Penalty: 2204.651123
	Iteration 0F: 2 clusters Score -983296.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -977313.687500 Penalty: 4409.302246
	Iteration 0F: 3 clusters Score -977313.7 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -978879.812500 Penalty: 4409.302246
	Iteration 1F: 3 clusters Score -978879.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -979079.250000 Penalty: 4409.302246
	Iteration 2F: 3 clusters Score -979079.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -979205.750000 Penalty: 4409.302246
	Iteration 3Q: 3 clusters Score -979205.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -979299.062500 Penalty: 4409.302246
	Iteration 4Q: 3 clusters Score -979299.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -979372.500000 Penalty: 4409.302246
	Iteration 5Q: 3 clusters Score -979372.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -979429.875000 Penalty: 4409.302246
	Iteration 6Q: 3 clusters Score -979429.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -979483.375000 Penalty: 4409.302246
	Iteration 7Q: 3 clusters Score -979483.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -979542.687500 Penalty: 4409.302246
	Iteration 8Q: 3 clusters Score -979542.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -979584.125000 Penalty: 4409.302246
	Iteration 9Q: 3 clusters Score -979584.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -979629.562500 Penalty: 4409.302246
	Iteration 10Q: 3 clusters Score -979629.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -979674.375000 Penalty: 4409.302246
	Iteration 11Q: 3 clusters Score -979674.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -979720.375000 Penalty: 4409.302246
	Iteration 12Q: 3 clusters Score -979720.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -979766.000000 Penalty: 4409.302246
	Iteration 13Q: 3 clusters Score -979766 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -979809.250000 Penalty: 4409.302246
	Iteration 14Q: 3 clusters Score -979809.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -979855.875000 Penalty: 4409.302246
	Iteration 15Q: 3 clusters Score -979855.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -979902.312500 Penalty: 4409.302246
	Iteration 16Q: 3 clusters Score -979902.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -979946.000000 Penalty: 4409.302246
	Iteration 17Q: 3 clusters Score -979946 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -979997.312500 Penalty: 4409.302246
	Iteration 18Q: 3 clusters Score -979997.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -980068.125000 Penalty: 4409.302246
	Iteration 19Q: 3 clusters Score -980068.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -980145.687500 Penalty: 4409.302246
	Iteration 20F: 3 clusters Score -980145.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -980250.062500 Penalty: 4409.302246
	Iteration 21Q: 3 clusters Score -980250.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -980354.062500 Penalty: 4409.302246
	Iteration 22Q: 3 clusters Score -980354.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -980485.812500 Penalty: 4409.302246
	Iteration 23Q: 3 clusters Score -980485.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -980610.375000 Penalty: 4409.302246
	Iteration 24Q: 3 clusters Score -980610.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -980723.000000 Penalty: 4409.302246
	Iteration 25Q: 3 clusters Score -980723 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -980820.500000 Penalty: 4409.302246
	Iteration 26Q: 3 clusters Score -980820.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -980908.812500 Penalty: 4409.302246
	Iteration 27Q: 3 clusters Score -980908.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -980986.687500 Penalty: 4409.302246
	Iteration 28Q: 3 clusters Score -980986.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -981050.875000 Penalty: 4409.302246
	Iteration 29Q: 3 clusters Score -981050.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -981103.750000 Penalty: 4409.302246
	Iteration 30Q: 3 clusters Score -981103.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -981156.500000 Penalty: 4409.302246
	Iteration 31Q: 3 clusters Score -981156.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -981199.437500 Penalty: 4409.302246
	Iteration 32Q: 3 clusters Score -981199.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -981228.750000 Penalty: 4409.302246
	Iteration 33Q: 3 clusters Score -981228.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -981255.375000 Penalty: 4409.302246
	Iteration 34Q: 3 clusters Score -981255.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -981282.875000 Penalty: 4409.302246
	Iteration 35Q: 3 clusters Score -981282.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -981305.750000 Penalty: 4409.302246
	Iteration 36Q: 3 clusters Score -981305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -981317.500000 Penalty: 4409.302246
	Iteration 37Q: 3 clusters Score -981317.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -981328.312500 Penalty: 4409.302246
	Iteration 38Q: 3 clusters Score -981328.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -981334.312500 Penalty: 4409.302246
	Iteration 39Q: 3 clusters Score -981334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -981344.437500 Penalty: 4409.302246
	Iteration 40F: 3 clusters Score -981344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -981349.875000 Penalty: 4409.302246
	Iteration 41Q: 3 clusters Score -981349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -981352.187500 Penalty: 4409.302246
	Iteration 42Q: 3 clusters Score -981352.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -981359.875000 Penalty: 4409.302246
	Iteration 43Q: 3 clusters Score -981359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -981361.625000 Penalty: 4409.302246
	Iteration 44Q: 3 clusters Score -981361.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -981364.562500 Penalty: 4409.302246
	Iteration 45Q: 3 clusters Score -981364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -981367.437500 Penalty: 4409.302246
	Iteration 46Q: 3 clusters Score -981367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -981369.625000 Penalty: 4409.302246
	Iteration 47Q: 3 clusters Score -981369.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -981369.437500 Penalty: 4409.302246
	Iteration 48Q: 3 clusters Score -981369.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -981369.437500 Penalty: 4409.302246
	Iteration 49F: 3 clusters Score -981369.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19349 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15545 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140068 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907976.000000 Penalty: 66272.132812
Iteration 199Q: 22 clusters Score -4.290798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19350 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42279 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140071 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907956.000000 Penalty: 66272.132812
Iteration 200F: 22 clusters Score -4.290796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19350 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15541 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42279 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140071 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907964.000000 Penalty: 66272.132812
Iteration 201Q: 22 clusters Score -4.290796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19350 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15538 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42279 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140073 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907956.000000 Penalty: 66272.132812
Iteration 202Q: 22 clusters Score -4.290796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19350 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140075 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907940.000000 Penalty: 66272.132812
Iteration 203Q: 22 clusters Score -4.290794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19351 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140074 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907924.000000 Penalty: 66272.132812
Iteration 204Q: 22 clusters Score -4.290792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19351 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140072 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907940.000000 Penalty: 66272.132812
Iteration 205Q: 22 clusters Score -4.290794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 19351 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140072 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907940.000000 Penalty: 66272.132812
Iteration 206F: 22 clusters Score -4.290794e+07 nChanged 0
Entering ConstructFrom: 
Score: -42907940.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (7898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Entering Unmasked Estep 
Score: -953607.062500 Penalty: 2225.642578
	Iteration 0F: 2 clusters Score -953607.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -947263.187500 Penalty: 4451.285156
	Iteration 0F: 3 clusters Score -947263.2 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -949096.062500 Penalty: 4451.285156
	Iteration 1F: 3 clusters Score -949096.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -949464.625000 Penalty: 4451.285156
	Iteration 2F: 3 clusters Score -949464.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -949715.312500 Penalty: 4451.285156
	Iteration 3F: 3 clusters Score -949715.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -949970.375000 Penalty: 4451.285156
	Iteration 4F: 3 clusters Score -949970.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -950228.687500 Penalty: 4451.285156
	Iteration 5F: 3 clusters Score -950228.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -950421.937500 Penalty: 4451.285156
	Iteration 6Q: 3 clusters Score -950421.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -950568.687500 Penalty: 4451.285156
	Iteration 7Q: 3 clusters Score -950568.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -950684.375000 Penalty: 4451.285156
	Iteration 8Q: 3 clusters Score -950684.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -950777.875000 Penalty: 4451.285156
	Iteration 9Q: 3 clusters Score -950777.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -950845.500000 Penalty: 4451.285156
	Iteration 10Q: 3 clusters Score -950845.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -950909.125000 Penalty: 4451.285156
	Iteration 11Q: 3 clusters Score -950909.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -950974.437500 Penalty: 4451.285156
	Iteration 12Q: 3 clusters Score -950974.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -951027.250000 Penalty: 4451.285156
	Iteration 13Q: 3 clusters Score -951027.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -951083.562500 Penalty: 4451.285156
	Iteration 14Q: 3 clusters Score -951083.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -951145.500000 Penalty: 4451.285156
	Iteration 15Q: 3 clusters Score -951145.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -951201.312500 Penalty: 4451.285156
	Iteration 16Q: 3 clusters Score -951201.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -951254.500000 Penalty: 4451.285156
	Iteration 17Q: 3 clusters Score -951254.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -951312.500000 Penalty: 4451.285156
	Iteration 18Q: 3 clusters Score -951312.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -951371.125000 Penalty: 4451.285156
	Iteration 19Q: 3 clusters Score -951371.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -951421.625000 Penalty: 4451.285156
	Iteration 20F: 3 clusters Score -951421.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -951449.750000 Penalty: 4451.285156
	Iteration 21Q: 3 clusters Score -951449.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -951470.625000 Penalty: 4451.285156
	Iteration 22Q: 3 clusters Score -951470.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -951488.687500 Penalty: 4451.285156
	Iteration 23Q: 3 clusters Score -951488.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -951506.687500 Penalty: 4451.285156
	Iteration 24Q: 3 clusters Score -951506.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -951525.625000 Penalty: 4451.285156
	Iteration 25Q: 3 clusters Score -951525.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -951542.062500 Penalty: 4451.285156
	Iteration 26Q: 3 clusters Score -951542.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -951555.437500 Penalty: 4451.285156
	Iteration 27Q: 3 clusters Score -951555.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -951564.312500 Penalty: 4451.285156
	Iteration 28Q: 3 clusters Score -951564.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -951577.062500 Penalty: 4451.285156
	Iteration 29Q: 3 clusters Score -951577.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -951592.875000 Penalty: 4451.285156
	Iteration 30Q: 3 clusters Score -951592.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -951612.687500 Penalty: 4451.285156
	Iteration 31Q: 3 clusters Score -951612.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -951626.187500 Penalty: 4451.285156
	Iteration 32Q: 3 clusters Score -951626.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -951643.500000 Penalty: 4451.285156
	Iteration 33Q: 3 clusters Score -951643.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -951664.375000 Penalty: 4451.285156
	Iteration 34Q: 3 clusters Score -951664.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -951683.875000 Penalty: 4451.285156
	Iteration 35Q: 3 clusters Score -951683.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -951708.937500 Penalty: 4451.285156
	Iteration 36Q: 3 clusters Score -951708.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -951742.750000 Penalty: 4451.285156
	Iteration 37Q: 3 clusters Score -951742.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -951776.250000 Penalty: 4451.285156
	Iteration 38Q: 3 clusters Score -951776.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -951803.000000 Penalty: 4451.285156
	Iteration 39Q: 3 clusters Score -951803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -951820.812500 Penalty: 4451.285156
	Iteration 40F: 3 clusters Score -951820.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -951836.312500 Penalty: 4451.285156
	Iteration 41Q: 3 clusters Score -951836.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -951851.937500 Penalty: 4451.285156
	Iteration 42Q: 3 clusters Score -951851.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -951869.500000 Penalty: 4451.285156
	Iteration 43Q: 3 clusters Score -951869.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -951881.562500 Penalty: 4451.285156
	Iteration 44Q: 3 clusters Score -951881.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -951897.375000 Penalty: 4451.285156
	Iteration 45Q: 3 clusters Score -951897.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -951909.375000 Penalty: 4451.285156
	Iteration 46Q: 3 clusters Score -951909.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -951921.062500 Penalty: 4451.285156
	Iteration 47Q: 3 clusters Score -951921.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -951934.125000 Penalty: 4451.285156
	Iteration 48Q: 3 clusters Score -951934.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -951942.375000 Penalty: 4451.285156
	Iteration 49Q: 3 clusters Score -951942.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -951951.125000 Penalty: 4451.285156
	Iteration 50Q: 3 clusters Score -951951.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -951958.687500 Penalty: 4451.285156
	Iteration 51Q: 3 clusters Score -951958.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -951963.750000 Penalty: 4451.285156
	Iteration 52Q: 3 clusters Score -951963.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -951968.062500 Penalty: 4451.285156
	Iteration 53Q: 3 clusters Score -951968.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -951974.250000 Penalty: 4451.285156
	Iteration 54Q: 3 clusters Score -951974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -951979.125000 Penalty: 4451.285156
	Iteration 55Q: 3 clusters Score -951979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -951980.937500 Penalty: 4451.285156
	Iteration 56Q: 3 clusters Score -951980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -951982.562500 Penalty: 4451.285156
	Iteration 57Q: 3 clusters Score -951982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -951985.125000 Penalty: 4451.285156
	Iteration 58Q: 3 clusters Score -951985.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -951991.500000 Penalty: 4451.285156
	Iteration 59Q: 3 clusters Score -951991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -951994.625000 Penalty: 4451.285156
	Iteration 60F: 3 clusters Score -951994.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -951996.875000 Penalty: 4451.285156
	Iteration 61Q: 3 clusters Score -951996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -951999.500000 Penalty: 4451.285156
	Iteration 62Q: 3 clusters Score -951999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -952004.000000 Penalty: 4451.285156
	Iteration 63Q: 3 clusters Score -952004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -952004.625000 Penalty: 4451.285156
	Iteration 64Q: 3 clusters Score -952004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -952004.062500 Penalty: 4451.285156
	Iteration 65Q: 3 clusters Score -952004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -952009.500000 Penalty: 4451.285156
	Iteration 66Q: 3 clusters Score -952009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -952010.375000 Penalty: 4451.285156
	Iteration 67Q: 3 clusters Score -952010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -952011.125000 Penalty: 4451.285156
	Iteration 68Q: 3 clusters Score -952011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -952011.937500 Penalty: 4451.285156
	Iteration 69Q: 3 clusters Score -952011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -952012.062500 Penalty: 4451.285156
	Iteration 70Q: 3 clusters Score -952012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -952011.812500 Penalty: 4451.285156
	Iteration 71Q: 3 clusters Score -952011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -952013.187500 Penalty: 4451.285156
	Iteration 72Q: 3 clusters Score -952013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -952014.750000 Penalty: 4451.285156
	Iteration 73Q: 3 clusters Score -952014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -952015.000000 Penalty: 4451.285156
	Iteration 74Q: 3 clusters Score -952015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -952014.687500 Penalty: 4451.285156
	Iteration 75Q: 3 clusters Score -952014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -952014.062500 Penalty: 4451.285156
	Iteration 76Q: 3 clusters Score -952014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -952014.062500 Penalty: 4451.285156
	Iteration 77F: 3 clusters Score -952014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Entering Unmasked Estep 
Score: -1695865.500000 Penalty: 2346.603516
	Iteration 0F: 2 clusters Score -1695866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1686426.000000 Penalty: 4693.207031
	Iteration 0F: 3 clusters Score -1686426 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1689273.500000 Penalty: 4693.207031
	Iteration 1F: 3 clusters Score -1689274 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1689595.625000 Penalty: 4693.207031
	Iteration 2F: 3 clusters Score -1689596 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1689828.750000 Penalty: 4693.207031
	Iteration 3Q: 3 clusters Score -1689829 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1690040.125000 Penalty: 4693.207031
	Iteration 4Q: 3 clusters Score -1690040 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1690232.500000 Penalty: 4693.207031
	Iteration 5Q: 3 clusters Score -1690232 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1690424.375000 Penalty: 4693.207031
	Iteration 6Q: 3 clusters Score -1690424 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1690643.875000 Penalty: 4693.207031
	Iteration 7Q: 3 clusters Score -1690644 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1690869.875000 Penalty: 4693.207031
	Iteration 8Q: 3 clusters Score -1690870 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1691077.625000 Penalty: 4693.207031
	Iteration 9Q: 3 clusters Score -1691078 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1691306.875000 Penalty: 4693.207031
	Iteration 10Q: 3 clusters Score -1691307 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1691569.375000 Penalty: 4693.207031
	Iteration 11Q: 3 clusters Score -1691569 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1691860.250000 Penalty: 4693.207031
	Iteration 12Q: 3 clusters Score -1691860 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1692180.500000 Penalty: 4693.207031
	Iteration 13Q: 3 clusters Score -1692180 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1692536.125000 Penalty: 4693.207031
	Iteration 14Q: 3 clusters Score -1692536 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1692905.875000 Penalty: 4693.207031
	Iteration 15Q: 3 clusters Score -1692906 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1693200.500000 Penalty: 4693.207031
	Iteration 16Q: 3 clusters Score -1693200 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1693440.750000 Penalty: 4693.207031
	Iteration 17Q: 3 clusters Score -1693441 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1693610.875000 Penalty: 4693.207031
	Iteration 18Q: 3 clusters Score -1693611 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1693728.000000 Penalty: 4693.207031
	Iteration 19Q: 3 clusters Score -1693728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1693803.250000 Penalty: 4693.207031
	Iteration 20F: 3 clusters Score -1693803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1693853.000000 Penalty: 4693.207031
	Iteration 21Q: 3 clusters Score -1693853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1693899.125000 Penalty: 4693.207031
	Iteration 22Q: 3 clusters Score -1693899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1693926.500000 Penalty: 4693.207031
	Iteration 23Q: 3 clusters Score -1693926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1693944.000000 Penalty: 4693.207031
	Iteration 24Q: 3 clusters Score -1693944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1693952.250000 Penalty: 4693.207031
	Iteration 25Q: 3 clusters Score -1693952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1693956.125000 Penalty: 4693.207031
	Iteration 26Q: 3 clusters Score -1693956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1693962.750000 Penalty: 4693.207031
	Iteration 27Q: 3 clusters Score -1693963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1693972.625000 Penalty: 4693.207031
	Iteration 28Q: 3 clusters Score -1693973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1693980.000000 Penalty: 4693.207031
	Iteration 29Q: 3 clusters Score -1693980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1693991.625000 Penalty: 4693.207031
	Iteration 30Q: 3 clusters Score -1693992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1694004.625000 Penalty: 4693.207031
	Iteration 31Q: 3 clusters Score -1694005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1694012.750000 Penalty: 4693.207031
	Iteration 32Q: 3 clusters Score -1694013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1694024.375000 Penalty: 4693.207031
	Iteration 33Q: 3 clusters Score -1694024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1694028.500000 Penalty: 4693.207031
	Iteration 34Q: 3 clusters Score -1694028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1694031.750000 Penalty: 4693.207031
	Iteration 35Q: 3 clusters Score -1694032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1694034.250000 Penalty: 4693.207031
	Iteration 36Q: 3 clusters Score -1694034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1694034.250000 Penalty: 4693.207031
	Iteration 37F: 3 clusters Score -1694034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Entering Unmasked Estep 
Score: -1089860.000000 Penalty: 2242.455322
	Iteration 0F: 2 clusters Score -1089860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1083165.375000 Penalty: 4484.910645
	Iteration 0F: 3 clusters Score -1083165 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1085183.250000 Penalty: 4484.910645
	Iteration 1F: 3 clusters Score -1085183 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1085583.500000 Penalty: 4484.910645
	Iteration 2F: 3 clusters Score -1085584 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1085862.250000 Penalty: 4484.910645
	Iteration 3F: 3 clusters Score -1085862 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1086097.875000 Penalty: 4484.910645
	Iteration 4Q: 3 clusters Score -1086098 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1086287.125000 Penalty: 4484.910645
	Iteration 5Q: 3 clusters Score -1086287 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1086467.125000 Penalty: 4484.910645
	Iteration 6Q: 3 clusters Score -1086467 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1086671.375000 Penalty: 4484.910645
	Iteration 7Q: 3 clusters Score -1086671 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1086901.625000 Penalty: 4484.910645
	Iteration 8Q: 3 clusters Score -1086902 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1087126.125000 Penalty: 4484.910645
	Iteration 9Q: 3 clusters Score -1087126 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1087330.000000 Penalty: 4484.910645
	Iteration 10Q: 3 clusters Score -1087330 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1087525.875000 Penalty: 4484.910645
	Iteration 11Q: 3 clusters Score -1087526 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1087676.875000 Penalty: 4484.910645
	Iteration 12Q: 3 clusters Score -1087677 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1087796.125000 Penalty: 4484.910645
	Iteration 13Q: 3 clusters Score -1087796 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1087887.375000 Penalty: 4484.910645
	Iteration 14Q: 3 clusters Score -1087887 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1087962.125000 Penalty: 4484.910645
	Iteration 15Q: 3 clusters Score -1087962 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1088030.500000 Penalty: 4484.910645
	Iteration 16Q: 3 clusters Score -1088030 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1088093.125000 Penalty: 4484.910645
	Iteration 17Q: 3 clusters Score -1088093 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1088145.750000 Penalty: 4484.910645
	Iteration 18Q: 3 clusters Score -1088146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1088189.000000 Penalty: 4484.910645
	Iteration 19Q: 3 clusters Score -1088189 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1088225.000000 Penalty: 4484.910645
	Iteration 20F: 3 clusters Score -1088225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1088261.375000 Penalty: 4484.910645
	Iteration 21Q: 3 clusters Score -1088261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1088292.375000 Penalty: 4484.910645
	Iteration 22Q: 3 clusters Score -1088292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1088322.000000 Penalty: 4484.910645
	Iteration 23Q: 3 clusters Score -1088322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1088348.125000 Penalty: 4484.910645
	Iteration 24Q: 3 clusters Score -1088348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1088371.375000 Penalty: 4484.910645
	Iteration 25Q: 3 clusters Score -1088371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1088391.500000 Penalty: 4484.910645
	Iteration 26Q: 3 clusters Score -1088392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1088406.500000 Penalty: 4484.910645
	Iteration 27Q: 3 clusters Score -1088406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1088422.125000 Penalty: 4484.910645
	Iteration 28Q: 3 clusters Score -1088422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1088427.750000 Penalty: 4484.910645
	Iteration 29Q: 3 clusters Score -1088428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1088435.750000 Penalty: 4484.910645
	Iteration 30Q: 3 clusters Score -1088436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1088445.250000 Penalty: 4484.910645
	Iteration 31Q: 3 clusters Score -1088445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1088451.125000 Penalty: 4484.910645
	Iteration 32Q: 3 clusters Score -1088451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1088453.375000 Penalty: 4484.910645
	Iteration 33Q: 3 clusters Score -1088453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1088456.750000 Penalty: 4484.910645
	Iteration 34Q: 3 clusters Score -1088457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1088456.125000 Penalty: 4484.910645
	Iteration 35Q: 3 clusters Score -1088456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1088459.000000 Penalty: 4484.910645
	Iteration 36Q: 3 clusters Score -1088459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1088461.625000 Penalty: 4484.910645
	Iteration 37Q: 3 clusters Score -1088462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1088463.875000 Penalty: 4484.910645
	Iteration 38Q: 3 clusters Score -1088464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1088465.625000 Penalty: 4484.910645
	Iteration 39Q: 3 clusters Score -1088466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1088466.625000 Penalty: 4484.910645
	Iteration 40F: 3 clusters Score -1088467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1088467.750000 Penalty: 4484.910645
	Iteration 41Q: 3 clusters Score -1088468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1088470.000000 Penalty: 4484.910645
	Iteration 42Q: 3 clusters Score -1088470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1088470.625000 Penalty: 4484.910645
	Iteration 43Q: 3 clusters Score -1088471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1088468.875000 Penalty: 4484.910645
	Iteration 44Q: 3 clusters Score -1088469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1088469.625000 Penalty: 4484.910645
	Iteration 45Q: 3 clusters Score -1088470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1088469.625000 Penalty: 4484.910645
	Iteration 46F: 3 clusters Score -1088470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -987871.500000 Penalty: 2214.237061
	Iteration 0F: 2 clusters Score -987871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -981718.437500 Penalty: 4428.474121
	Iteration 0F: 3 clusters Score -981718.4 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -983325.250000 Penalty: 4428.474121
	Iteration 1F: 3 clusters Score -983325.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -983575.750000 Penalty: 4428.474121
	Iteration 2F: 3 clusters Score -983575.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -983739.000000 Penalty: 4428.474121
	Iteration 3Q: 3 clusters Score -983739 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -983854.062500 Penalty: 4428.474121
	Iteration 4Q: 3 clusters Score -983854.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -983958.812500 Penalty: 4428.474121
	Iteration 5Q: 3 clusters Score -983958.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -984058.312500 Penalty: 4428.474121
	Iteration 6Q: 3 clusters Score -984058.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -984160.187500 Penalty: 4428.474121
	Iteration 7Q: 3 clusters Score -984160.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -984281.250000 Penalty: 4428.474121
	Iteration 8Q: 3 clusters Score -984281.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -984417.250000 Penalty: 4428.474121
	Iteration 9Q: 3 clusters Score -984417.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -984567.687500 Penalty: 4428.474121
	Iteration 10Q: 3 clusters Score -984567.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -984764.937500 Penalty: 4428.474121
	Iteration 11Q: 3 clusters Score -984764.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -984965.125000 Penalty: 4428.474121
	Iteration 12Q: 3 clusters Score -984965.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -985154.500000 Penalty: 4428.474121
	Iteration 13Q: 3 clusters Score -985154.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -985305.687500 Penalty: 4428.474121
	Iteration 14Q: 3 clusters Score -985305.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -985441.687500 Penalty: 4428.474121
	Iteration 15Q: 3 clusters Score -985441.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -985554.625000 Penalty: 4428.474121
	Iteration 16Q: 3 clusters Score -985554.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -985643.312500 Penalty: 4428.474121
	Iteration 17Q: 3 clusters Score -985643.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -985711.062500 Penalty: 4428.474121
	Iteration 18Q: 3 clusters Score -985711.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -985772.500000 Penalty: 4428.474121
	Iteration 19Q: 3 clusters Score -985772.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -985813.937500 Penalty: 4428.474121
	Iteration 20F: 3 clusters Score -985813.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -985848.250000 Penalty: 4428.474121
	Iteration 21Q: 3 clusters Score -985848.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -985879.937500 Penalty: 4428.474121
	Iteration 22Q: 3 clusters Score -985879.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -985898.250000 Penalty: 4428.474121
	Iteration 23Q: 3 clusters Score -985898.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -985918.812500 Penalty: 4428.474121
	Iteration 24Q: 3 clusters Score -985918.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -985935.625000 Penalty: 4428.474121
	Iteration 25Q: 3 clusters Score -985935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -985946.375000 Penalty: 4428.474121
	Iteration 26Q: 3 clusters Score -985946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -985952.687500 Penalty: 4428.474121
	Iteration 27Q: 3 clusters Score -985952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -985953.750000 Penalty: 4428.474121
	Iteration 28Q: 3 clusters Score -985953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -985953.750000 Penalty: 4428.474121
	Iteration 29F: 3 clusters Score -985953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -145730.421875 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -145730.4 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 584 members 
Entering Unmasked Estep 
Score: -143639.359375 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -143639.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144010.781250 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -144010.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144174.484375 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -144174.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -144309.796875 Penalty: 3521.613525
	Iteration 3F: 3 clusters Score -144309.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -144421.265625 Penalty: 3521.613525
	Iteration 4F: 3 clusters Score -144421.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -144518.968750 Penalty: 3521.613525
	Iteration 5Q: 3 clusters Score -144519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144642.453125 Penalty: 3521.613525
	Iteration 6Q: 3 clusters Score -144642.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -144807.703125 Penalty: 3521.613525
	Iteration 7Q: 3 clusters Score -144807.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144987.296875 Penalty: 3521.613525
	Iteration 8Q: 3 clusters Score -144987.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -145199.859375 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -145199.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145409.593750 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -145409.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -145918.234375 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -145918.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -146026.187500 Penalty: 3521.613525
	Iteration 12Q: 3 clusters Score -146026.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146106.296875 Penalty: 3521.613525
	Iteration 13Q: 3 clusters Score -146106.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -146178.140625 Penalty: 3521.613525
	Iteration 14Q: 3 clusters Score -146178.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146243.171875 Penalty: 3521.613525
	Iteration 15Q: 3 clusters Score -146243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -146261.734375 Penalty: 3521.613525
	Iteration 16Q: 3 clusters Score -146261.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -146271.125000 Penalty: 3521.613525
	Iteration 17Q: 3 clusters Score -146271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146275.359375 Penalty: 3521.613525
	Iteration 18Q: 3 clusters Score -146275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -146279.312500 Penalty: 3521.613525
	Iteration 19Q: 3 clusters Score -146279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -146281.250000 Penalty: 3521.613525
	Iteration 20F: 3 clusters Score -146281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 656 members 
Mstep: Class 6 contains 19351 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 140072 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 7258 members 
Mstep: Class 22 contains 556 members 
Entering Unmasked Estep 
Score: -42907104.000000 Penalty: 69427.945312
Splitting cluster 5 changes total score from -42907940.000000 to -42907104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Entering Unmasked Estep 
Score: -2398126.750000 Penalty: 2447.883789
	Iteration 0F: 2 clusters Score -2398127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2384564.250000 Penalty: 4895.767578
	Iteration 0F: 3 clusters Score -2384564 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2389135.250000 Penalty: 4895.767578
	Iteration 1F: 3 clusters Score -2389135 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2389542.500000 Penalty: 4895.767578
	Iteration 2F: 3 clusters Score -2389542 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2389932.250000 Penalty: 4895.767578
	Iteration 3Q: 3 clusters Score -2389932 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2390325.750000 Penalty: 4895.767578
	Iteration 4Q: 3 clusters Score -2390326 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2390799.750000 Penalty: 4895.767578
	Iteration 5Q: 3 clusters Score -2390800 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2391301.500000 Penalty: 4895.767578
	Iteration 6Q: 3 clusters Score -2391302 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2391853.250000 Penalty: 4895.767578
	Iteration 7Q: 3 clusters Score -2391853 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2392348.750000 Penalty: 4895.767578
	Iteration 8Q: 3 clusters Score -2392349 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2392848.000000 Penalty: 4895.767578
	Iteration 9Q: 3 clusters Score -2392848 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2393433.250000 Penalty: 4895.767578
	Iteration 10Q: 3 clusters Score -2393433 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2394003.750000 Penalty: 4895.767578
	Iteration 11Q: 3 clusters Score -2394004 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2394511.000000 Penalty: 4895.767578
	Iteration 12Q: 3 clusters Score -2394511 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2394924.750000 Penalty: 4895.767578
	Iteration 13Q: 3 clusters Score -2394925 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2395291.250000 Penalty: 4895.767578
	Iteration 14Q: 3 clusters Score -2395291 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2395552.000000 Penalty: 4895.767578
	Iteration 15Q: 3 clusters Score -2395552 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2395744.250000 Penalty: 4895.767578
	Iteration 16Q: 3 clusters Score -2395744 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2395869.250000 Penalty: 4895.767578
	Iteration 17Q: 3 clusters Score -2395869 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2395964.500000 Penalty: 4895.767578
	Iteration 18Q: 3 clusters Score -2395964 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2396048.750000 Penalty: 4895.767578
	Iteration 19Q: 3 clusters Score -2396049 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2396119.500000 Penalty: 4895.767578
	Iteration 20F: 3 clusters Score -2396120 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2396172.500000 Penalty: 4895.767578
	Iteration 21Q: 3 clusters Score -2396172 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2396224.000000 Penalty: 4895.767578
	Iteration 22Q: 3 clusters Score -2396224 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2396261.000000 Penalty: 4895.767578
	Iteration 23Q: 3 clusters Score -2396261 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2396301.500000 Penalty: 4895.767578
	Iteration 24Q: 3 clusters Score -2396302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2396330.000000 Penalty: 4895.767578
	Iteration 25Q: 3 clusters Score -2396330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2396367.500000 Penalty: 4895.767578
	Iteration 26Q: 3 clusters Score -2396368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2396388.000000 Penalty: 4895.767578
	Iteration 27Q: 3 clusters Score -2396388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2396407.750000 Penalty: 4895.767578
	Iteration 28Q: 3 clusters Score -2396408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2396412.000000 Penalty: 4895.767578
	Iteration 29Q: 3 clusters Score -2396412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2396412.750000 Penalty: 4895.767578
	Iteration 30Q: 3 clusters Score -2396413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2396426.500000 Penalty: 4895.767578
	Iteration 31Q: 3 clusters Score -2396426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2396436.750000 Penalty: 4895.767578
	Iteration 32Q: 3 clusters Score -2396437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2396438.500000 Penalty: 4895.767578
	Iteration 33Q: 3 clusters Score -2396438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2396442.750000 Penalty: 4895.767578
	Iteration 34Q: 3 clusters Score -2396443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2396448.750000 Penalty: 4895.767578
	Iteration 35Q: 3 clusters Score -2396449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2396448.000000 Penalty: 4895.767578
	Iteration 36Q: 3 clusters Score -2396448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2396455.250000 Penalty: 4895.767578
	Iteration 37Q: 3 clusters Score -2396455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2396457.750000 Penalty: 4895.767578
	Iteration 38Q: 3 clusters Score -2396458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2396462.250000 Penalty: 4895.767578
	Iteration 39Q: 3 clusters Score -2396462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2396471.500000 Penalty: 4895.767578
	Iteration 40F: 3 clusters Score -2396472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2396477.250000 Penalty: 4895.767578
	Iteration 41Q: 3 clusters Score -2396477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2396483.250000 Penalty: 4895.767578
	Iteration 42Q: 3 clusters Score -2396483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2396483.750000 Penalty: 4895.767578
	Iteration 43Q: 3 clusters Score -2396484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2396485.000000 Penalty: 4895.767578
	Iteration 44Q: 3 clusters Score -2396485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2396486.000000 Penalty: 4895.767578
	Iteration 45Q: 3 clusters Score -2396486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2396494.250000 Penalty: 4895.767578
	Iteration 46Q: 3 clusters Score -2396494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2396494.250000 Penalty: 4895.767578
	Iteration 47Q: 3 clusters Score -2396494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2396495.750000 Penalty: 4895.767578
	Iteration 48Q: 3 clusters Score -2396496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2396496.500000 Penalty: 4895.767578
	Iteration 49Q: 3 clusters Score -2396496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2396499.500000 Penalty: 4895.767578
	Iteration 50Q: 3 clusters Score -2396500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2396505.000000 Penalty: 4895.767578
	Iteration 51Q: 3 clusters Score -2396505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2396508.000000 Penalty: 4895.767578
	Iteration 52Q: 3 clusters Score -2396508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2396509.500000 Penalty: 4895.767578
	Iteration 53Q: 3 clusters Score -2396510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2396509.500000 Penalty: 4895.767578
	Iteration 54Q: 3 clusters Score -2396510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2396511.250000 Penalty: 4895.767578
	Iteration 55Q: 3 clusters Score -2396511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2396511.750000 Penalty: 4895.767578
	Iteration 56Q: 3 clusters Score -2396512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2396511.750000 Penalty: 4895.767578
	Iteration 57F: 3 clusters Score -2396512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -102004.218750 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -102004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100250.351562 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -100250.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100649.679688 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -100649.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100784.570312 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -100784.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100839.875000 Penalty: 3363.404785
	Iteration 3Q: 3 clusters Score -100839.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100874.234375 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -100874.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100909.164062 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -100909.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100945.242188 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -100945.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -100991.828125 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -100991.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101029.375000 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -101029.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101051.734375 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -101051.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101075.812500 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -101075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101095.906250 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -101095.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101113.250000 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -101113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -101134.328125 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -101134.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -101156.710938 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -101156.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101195.890625 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -101195.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -101245.625000 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -101245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101280.968750 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -101281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101324.101562 Penalty: 3363.404785
	Iteration 18Q: 3 clusters Score -101324.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101389.382812 Penalty: 3363.404785
	Iteration 19Q: 3 clusters Score -101389.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101538.015625 Penalty: 3363.404785
	Iteration 20F: 3 clusters Score -101538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101671.859375 Penalty: 3363.404785
	Iteration 21Q: 3 clusters Score -101671.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101730.375000 Penalty: 3363.404785
	Iteration 22Q: 3 clusters Score -101730.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101783.812500 Penalty: 3363.404785
	Iteration 23Q: 3 clusters Score -101783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -101858.578125 Penalty: 3363.404785
	Iteration 24Q: 3 clusters Score -101858.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -101887.960938 Penalty: 3363.404785
	Iteration 25Q: 3 clusters Score -101888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101904.570312 Penalty: 3363.404785
	Iteration 26Q: 3 clusters Score -101904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -101915.656250 Penalty: 3363.404785
	Iteration 27Q: 3 clusters Score -101915.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -101933.562500 Penalty: 3363.404785
	Iteration 28Q: 3 clusters Score -101933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -101948.953125 Penalty: 3363.404785
	Iteration 29Q: 3 clusters Score -101949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -101959.523438 Penalty: 3363.404785
	Iteration 30Q: 3 clusters Score -101959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -101975.046875 Penalty: 3363.404785
	Iteration 31Q: 3 clusters Score -101975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -101993.281250 Penalty: 3363.404785
	Iteration 32Q: 3 clusters Score -101993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -101994.898438 Penalty: 3363.404785
	Iteration 33Q: 3 clusters Score -101994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -101996.640625 Penalty: 3363.404785
	Iteration 34F: 3 clusters Score -101996.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101999.960938 Penalty: 3363.404785
	Iteration 35Q: 3 clusters Score -102000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101999.960938 Penalty: 3363.404785
	Iteration 36F: 3 clusters Score -102000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -70194.742188 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -70194.74 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 306 members 
Entering Unmasked Estep 
Score: -68629.750000 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -68629.75 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68894.140625 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -68894.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69019.250000 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -69019.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69063.460938 Penalty: 3162.856689
	Iteration 3Q: 3 clusters Score -69063.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69090.882812 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -69090.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69124.640625 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -69124.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69158.804688 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -69158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69171.570312 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -69171.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69179.429688 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -69179.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69187.695312 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -69187.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -69200.156250 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -69200.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69203.968750 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -69203.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69207.359375 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -69207.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69208.781250 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -69208.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69210.750000 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -69210.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69213.070312 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -69213.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69215.859375 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -69215.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69221.757812 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -69221.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69224.210938 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -69224.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69227.726562 Penalty: 3162.856689
	Iteration 19Q: 3 clusters Score -69227.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69227.726562 Penalty: 3162.856689
	Iteration 20F: 3 clusters Score -69227.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Entering Unmasked Estep 
Score: -2605105.000000 Penalty: 2455.008545
	Iteration 0F: 2 clusters Score -2605105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2591012.750000 Penalty: 4910.017090
	Iteration 0F: 3 clusters Score -2591013 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2595731.500000 Penalty: 4910.017090
	Iteration 1F: 3 clusters Score -2595732 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2596149.000000 Penalty: 4910.017090
	Iteration 2F: 3 clusters Score -2596149 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2596509.250000 Penalty: 4910.017090
	Iteration 3Q: 3 clusters Score -2596509 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2596891.000000 Penalty: 4910.017090
	Iteration 4Q: 3 clusters Score -2596891 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2597341.000000 Penalty: 4910.017090
	Iteration 5Q: 3 clusters Score -2597341 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2597887.500000 Penalty: 4910.017090
	Iteration 6F: 3 clusters Score -2597888 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2598588.750000 Penalty: 4910.017090
	Iteration 7F: 3 clusters Score -2598589 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2599396.250000 Penalty: 4910.017090
	Iteration 8F: 3 clusters Score -2599396 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2600259.000000 Penalty: 4910.017090
	Iteration 9F: 3 clusters Score -2600259 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2601064.250000 Penalty: 4910.017090
	Iteration 10F: 3 clusters Score -2601064 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2601667.500000 Penalty: 4910.017090
	Iteration 11Q: 3 clusters Score -2601668 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2602099.750000 Penalty: 4910.017090
	Iteration 12Q: 3 clusters Score -2602100 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2602428.000000 Penalty: 4910.017090
	Iteration 13Q: 3 clusters Score -2602428 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2602677.250000 Penalty: 4910.017090
	Iteration 14Q: 3 clusters Score -2602677 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2602855.250000 Penalty: 4910.017090
	Iteration 15Q: 3 clusters Score -2602855 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2602960.000000 Penalty: 4910.017090
	Iteration 16Q: 3 clusters Score -2602960 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2603061.500000 Penalty: 4910.017090
	Iteration 17Q: 3 clusters Score -2603062 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2603127.750000 Penalty: 4910.017090
	Iteration 18Q: 3 clusters Score -2603128 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2603162.500000 Penalty: 4910.017090
	Iteration 19Q: 3 clusters Score -2603162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2603201.250000 Penalty: 4910.017090
	Iteration 20F: 3 clusters Score -2603201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2603213.250000 Penalty: 4910.017090
	Iteration 21Q: 3 clusters Score -2603213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2603223.250000 Penalty: 4910.017090
	Iteration 22Q: 3 clusters Score -2603223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2603223.250000 Penalty: 4910.017090
	Iteration 23Q: 3 clusters Score -2603223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2603230.500000 Penalty: 4910.017090
	Iteration 24Q: 3 clusters Score -2603230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2603233.000000 Penalty: 4910.017090
	Iteration 25Q: 3 clusters Score -2603233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2603233.250000 Penalty: 4910.017090
	Iteration 26Q: 3 clusters Score -2603233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2603229.000000 Penalty: 4910.017090
	Iteration 27Q: 3 clusters Score -2603229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2603232.250000 Penalty: 4910.017090
	Iteration 28Q: 3 clusters Score -2603232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2603232.750000 Penalty: 4910.017090
	Iteration 29Q: 3 clusters Score -2603233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2603237.000000 Penalty: 4910.017090
	Iteration 30Q: 3 clusters Score -2603237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2603236.000000 Penalty: 4910.017090
	Iteration 31Q: 3 clusters Score -2603236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2603232.250000 Penalty: 4910.017090
	Iteration 32Q: 3 clusters Score -2603232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2603236.500000 Penalty: 4910.017090
	Iteration 33Q: 3 clusters Score -2603236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2603238.250000 Penalty: 4910.017090
	Iteration 34Q: 3 clusters Score -2603238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2603236.750000 Penalty: 4910.017090
	Iteration 35Q: 3 clusters Score -2603237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2603237.250000 Penalty: 4910.017090
	Iteration 36Q: 3 clusters Score -2603237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2603239.250000 Penalty: 4910.017090
	Iteration 37Q: 3 clusters Score -2603239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2603236.250000 Penalty: 4910.017090
	Iteration 38Q: 3 clusters Score -2603236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2603237.750000 Penalty: 4910.017090
	Iteration 39Q: 3 clusters Score -2603238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2603237.750000 Penalty: 4910.017090
	Iteration 40F: 3 clusters Score -2603238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Entering Unmasked Estep 
Score: -2019198.250000 Penalty: 2393.427002
	Iteration 0F: 2 clusters Score -2019198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2008003.750000 Penalty: 4786.854004
	Iteration 0F: 3 clusters Score -2008004 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2011587.000000 Penalty: 4786.854004
	Iteration 1F: 3 clusters Score -2011587 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2011965.375000 Penalty: 4786.854004
	Iteration 2F: 3 clusters Score -2011965 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2012298.625000 Penalty: 4786.854004
	Iteration 3F: 3 clusters Score -2012299 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2012685.750000 Penalty: 4786.854004
	Iteration 4Q: 3 clusters Score -2012686 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2013148.125000 Penalty: 4786.854004
	Iteration 5F: 3 clusters Score -2013148 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2013682.875000 Penalty: 4786.854004
	Iteration 6F: 3 clusters Score -2013683 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2014391.625000 Penalty: 4786.854004
	Iteration 7F: 3 clusters Score -2014392 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2015179.875000 Penalty: 4786.854004
	Iteration 8F: 3 clusters Score -2015180 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2015872.250000 Penalty: 4786.854004
	Iteration 9Q: 3 clusters Score -2015872 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2016350.000000 Penalty: 4786.854004
	Iteration 10Q: 3 clusters Score -2016350 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2016627.375000 Penalty: 4786.854004
	Iteration 11Q: 3 clusters Score -2016627 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2016809.750000 Penalty: 4786.854004
	Iteration 12Q: 3 clusters Score -2016810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2016916.875000 Penalty: 4786.854004
	Iteration 13Q: 3 clusters Score -2016917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2016982.125000 Penalty: 4786.854004
	Iteration 14Q: 3 clusters Score -2016982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2017024.125000 Penalty: 4786.854004
	Iteration 15Q: 3 clusters Score -2017024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2017054.750000 Penalty: 4786.854004
	Iteration 16Q: 3 clusters Score -2017055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2017080.000000 Penalty: 4786.854004
	Iteration 17Q: 3 clusters Score -2017080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2017097.500000 Penalty: 4786.854004
	Iteration 18Q: 3 clusters Score -2017098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2017107.625000 Penalty: 4786.854004
	Iteration 19Q: 3 clusters Score -2017108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2017108.750000 Penalty: 4786.854004
	Iteration 20F: 3 clusters Score -2017109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2017110.125000 Penalty: 4786.854004
	Iteration 21Q: 3 clusters Score -2017110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2017115.750000 Penalty: 4786.854004
	Iteration 22Q: 3 clusters Score -2017116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2017117.250000 Penalty: 4786.854004
	Iteration 23Q: 3 clusters Score -2017117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2017117.250000 Penalty: 4786.854004
	Iteration 24F: 3 clusters Score -2017117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -28350.253906 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -28350.25 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 134 members 
Entering Unmasked Estep 
Score: -27177.291016 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -27177.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27366.732422 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -27366.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27491.115234 Penalty: 2771.275391
	Iteration 2F: 3 clusters Score -27491.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27611.382812 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -27611.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27840.466797 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -27840.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27875.611328 Penalty: 2771.275391
	Iteration 5Q: 3 clusters Score -27875.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27890.294922 Penalty: 2771.275391
	Iteration 6Q: 3 clusters Score -27890.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27913.074219 Penalty: 2771.275391
	Iteration 7Q: 3 clusters Score -27913.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27913.074219 Penalty: 2771.275391
	Iteration 8F: 3 clusters Score -27913.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Entering Unmasked Estep 
Score: -5507111.000000 Penalty: 2641.701660
	Iteration 0F: 2 clusters Score -5507111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -5478464.500000 Penalty: 5283.403320
	Iteration 0F: 3 clusters Score -5478464 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -5489003.000000 Penalty: 5283.403320
	Iteration 1F: 3 clusters Score -5489003 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -5489625.000000 Penalty: 5283.403320
	Iteration 2Q: 3 clusters Score -5489625 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5490163.500000 Penalty: 5283.403320
	Iteration 3Q: 3 clusters Score -5490164 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -5490674.000000 Penalty: 5283.403320
	Iteration 4Q: 3 clusters Score -5490674 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -5491255.500000 Penalty: 5283.403320
	Iteration 5Q: 3 clusters Score -5491256 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -5491863.000000 Penalty: 5283.403320
	Iteration 6Q: 3 clusters Score -5491863 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -5492696.500000 Penalty: 5283.403320
	Iteration 7Q: 3 clusters Score -5492696 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5493813.000000 Penalty: 5283.403320
	Iteration 8Q: 3 clusters Score -5493813 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5495278.500000 Penalty: 5283.403320
	Iteration 9F: 3 clusters Score -5495278 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -5497204.500000 Penalty: 5283.403320
	Iteration 10F: 3 clusters Score -5497204 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -5499168.500000 Penalty: 5283.403320
	Iteration 11F: 3 clusters Score -5499168 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5501047.500000 Penalty: 5283.403320
	Iteration 12F: 3 clusters Score -5501048 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5502476.500000 Penalty: 5283.403320
	Iteration 13Q: 3 clusters Score -5502476 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5503437.500000 Penalty: 5283.403320
	Iteration 14Q: 3 clusters Score -5503438 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5504028.000000 Penalty: 5283.403320
	Iteration 15Q: 3 clusters Score -5504028 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5504467.500000 Penalty: 5283.403320
	Iteration 16Q: 3 clusters Score -5504468 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5504686.000000 Penalty: 5283.403320
	Iteration 17Q: 3 clusters Score -5504686 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5504792.500000 Penalty: 5283.403320
	Iteration 18Q: 3 clusters Score -5504792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5504844.500000 Penalty: 5283.403320
	Iteration 19Q: 3 clusters Score -5504844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5504882.000000 Penalty: 5283.403320
	Iteration 20F: 3 clusters Score -5504882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5504909.500000 Penalty: 5283.403320
	Iteration 21Q: 3 clusters Score -5504910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5504926.500000 Penalty: 5283.403320
	Iteration 22Q: 3 clusters Score -5504926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5504929.000000 Penalty: 5283.403320
	Iteration 23Q: 3 clusters Score -5504929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5504944.500000 Penalty: 5283.403320
	Iteration 24Q: 3 clusters Score -5504944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5504948.000000 Penalty: 5283.403320
	Iteration 25Q: 3 clusters Score -5504948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5504951.500000 Penalty: 5283.403320
	Iteration 26Q: 3 clusters Score -5504952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5504951.000000 Penalty: 5283.403320
	Iteration 27Q: 3 clusters Score -5504951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5504952.500000 Penalty: 5283.403320
	Iteration 28Q: 3 clusters Score -5504952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5504951.000000 Penalty: 5283.403320
	Iteration 29Q: 3 clusters Score -5504951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5504951.000000 Penalty: 5283.403320
	Iteration 30F: 3 clusters Score -5504951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Entering Unmasked Estep 
Score: -2072545.875000 Penalty: 2398.749023
	Iteration 0F: 2 clusters Score -2072546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2061180.500000 Penalty: 4797.498047
	Iteration 0F: 3 clusters Score -2061180 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2064777.125000 Penalty: 4797.498047
	Iteration 1F: 3 clusters Score -2064777 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2065120.125000 Penalty: 4797.498047
	Iteration 2F: 3 clusters Score -2065120 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2065411.625000 Penalty: 4797.498047
	Iteration 3Q: 3 clusters Score -2065412 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2065723.750000 Penalty: 4797.498047
	Iteration 4Q: 3 clusters Score -2065724 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2066124.500000 Penalty: 4797.498047
	Iteration 5Q: 3 clusters Score -2066124 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2066568.875000 Penalty: 4797.498047
	Iteration 6Q: 3 clusters Score -2066569 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2067024.125000 Penalty: 4797.498047
	Iteration 7Q: 3 clusters Score -2067024 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2067481.750000 Penalty: 4797.498047
	Iteration 8Q: 3 clusters Score -2067482 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2067938.750000 Penalty: 4797.498047
	Iteration 9F: 3 clusters Score -2067939 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2068385.000000 Penalty: 4797.498047
	Iteration 10Q: 3 clusters Score -2068385 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2068836.000000 Penalty: 4797.498047
	Iteration 11Q: 3 clusters Score -2068836 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2069254.125000 Penalty: 4797.498047
	Iteration 12Q: 3 clusters Score -2069254 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2069625.000000 Penalty: 4797.498047
	Iteration 13Q: 3 clusters Score -2069625 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2069891.625000 Penalty: 4797.498047
	Iteration 14Q: 3 clusters Score -2069892 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2070111.125000 Penalty: 4797.498047
	Iteration 15Q: 3 clusters Score -2070111 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2070284.750000 Penalty: 4797.498047
	Iteration 16Q: 3 clusters Score -2070285 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2070425.500000 Penalty: 4797.498047
	Iteration 17Q: 3 clusters Score -2070426 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2070522.500000 Penalty: 4797.498047
	Iteration 18Q: 3 clusters Score -2070522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2070603.750000 Penalty: 4797.498047
	Iteration 19Q: 3 clusters Score -2070604 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2070682.125000 Penalty: 4797.498047
	Iteration 20F: 3 clusters Score -2070682 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2070765.000000 Penalty: 4797.498047
	Iteration 21Q: 3 clusters Score -2070765 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2070821.250000 Penalty: 4797.498047
	Iteration 22Q: 3 clusters Score -2070821 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2070864.875000 Penalty: 4797.498047
	Iteration 23Q: 3 clusters Score -2070865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2070907.125000 Penalty: 4797.498047
	Iteration 24Q: 3 clusters Score -2070907 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2070934.250000 Penalty: 4797.498047
	Iteration 25Q: 3 clusters Score -2070934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2070961.875000 Penalty: 4797.498047
	Iteration 26Q: 3 clusters Score -2070962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2070987.750000 Penalty: 4797.498047
	Iteration 27Q: 3 clusters Score -2070988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2071000.875000 Penalty: 4797.498047
	Iteration 28Q: 3 clusters Score -2071001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2071019.750000 Penalty: 4797.498047
	Iteration 29Q: 3 clusters Score -2071020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2071027.000000 Penalty: 4797.498047
	Iteration 30Q: 3 clusters Score -2071027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2071031.125000 Penalty: 4797.498047
	Iteration 31Q: 3 clusters Score -2071031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2071043.000000 Penalty: 4797.498047
	Iteration 32Q: 3 clusters Score -2071043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2071048.125000 Penalty: 4797.498047
	Iteration 33Q: 3 clusters Score -2071048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2071051.500000 Penalty: 4797.498047
	Iteration 34Q: 3 clusters Score -2071052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2071055.125000 Penalty: 4797.498047
	Iteration 35Q: 3 clusters Score -2071055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2071055.500000 Penalty: 4797.498047
	Iteration 36Q: 3 clusters Score -2071056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2071060.375000 Penalty: 4797.498047
	Iteration 37Q: 3 clusters Score -2071060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2071070.125000 Penalty: 4797.498047
	Iteration 38Q: 3 clusters Score -2071070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2071075.250000 Penalty: 4797.498047
	Iteration 39Q: 3 clusters Score -2071075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2071083.625000 Penalty: 4797.498047
	Iteration 40F: 3 clusters Score -2071084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2071085.250000 Penalty: 4797.498047
	Iteration 41Q: 3 clusters Score -2071085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2071089.375000 Penalty: 4797.498047
	Iteration 42Q: 3 clusters Score -2071089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2071092.000000 Penalty: 4797.498047
	Iteration 43Q: 3 clusters Score -2071092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2071093.625000 Penalty: 4797.498047
	Iteration 44Q: 3 clusters Score -2071094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2071094.750000 Penalty: 4797.498047
	Iteration 45Q: 3 clusters Score -2071095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2071097.875000 Penalty: 4797.498047
	Iteration 46Q: 3 clusters Score -2071098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2071096.000000 Penalty: 4797.498047
	Iteration 47Q: 3 clusters Score -2071096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2071098.750000 Penalty: 4797.498047
	Iteration 48Q: 3 clusters Score -2071099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2071100.875000 Penalty: 4797.498047
	Iteration 49Q: 3 clusters Score -2071101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2071100.875000 Penalty: 4797.498047
	Iteration 50F: 3 clusters Score -2071101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Entering Unmasked Estep 
Score: -1413938.625000 Penalty: 2305.172119
	Iteration 0F: 2 clusters Score -1413939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1405679.625000 Penalty: 4610.344238
	Iteration 0F: 3 clusters Score -1405680 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1408005.750000 Penalty: 4610.344238
	Iteration 1F: 3 clusters Score -1408006 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1408363.000000 Penalty: 4610.344238
	Iteration 2F: 3 clusters Score -1408363 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1408647.750000 Penalty: 4610.344238
	Iteration 3F: 3 clusters Score -1408648 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1408883.000000 Penalty: 4610.344238
	Iteration 4Q: 3 clusters Score -1408883 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1409108.125000 Penalty: 4610.344238
	Iteration 5Q: 3 clusters Score -1409108 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1409345.750000 Penalty: 4610.344238
	Iteration 6Q: 3 clusters Score -1409346 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1409604.500000 Penalty: 4610.344238
	Iteration 7Q: 3 clusters Score -1409604 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1409902.000000 Penalty: 4610.344238
	Iteration 8Q: 3 clusters Score -1409902 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1410199.250000 Penalty: 4610.344238
	Iteration 9Q: 3 clusters Score -1410199 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1410459.250000 Penalty: 4610.344238
	Iteration 10Q: 3 clusters Score -1410459 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1410680.250000 Penalty: 4610.344238
	Iteration 11Q: 3 clusters Score -1410680 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1410887.625000 Penalty: 4610.344238
	Iteration 12Q: 3 clusters Score -1410888 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1411072.875000 Penalty: 4610.344238
	Iteration 13Q: 3 clusters Score -1411073 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1411206.000000 Penalty: 4610.344238
	Iteration 14Q: 3 clusters Score -1411206 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1411324.375000 Penalty: 4610.344238
	Iteration 15Q: 3 clusters Score -1411324 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1411432.375000 Penalty: 4610.344238
	Iteration 16Q: 3 clusters Score -1411432 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1411529.625000 Penalty: 4610.344238
	Iteration 17Q: 3 clusters Score -1411530 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1411623.250000 Penalty: 4610.344238
	Iteration 18Q: 3 clusters Score -1411623 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1411684.750000 Penalty: 4610.344238
	Iteration 19Q: 3 clusters Score -1411685 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1411734.375000 Penalty: 4610.344238
	Iteration 20F: 3 clusters Score -1411734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1411779.625000 Penalty: 4610.344238
	Iteration 21Q: 3 clusters Score -1411780 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1411813.625000 Penalty: 4610.344238
	Iteration 22Q: 3 clusters Score -1411814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1411851.125000 Penalty: 4610.344238
	Iteration 23Q: 3 clusters Score -1411851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1411878.125000 Penalty: 4610.344238
	Iteration 24Q: 3 clusters Score -1411878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1411904.250000 Penalty: 4610.344238
	Iteration 25Q: 3 clusters Score -1411904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1411927.125000 Penalty: 4610.344238
	Iteration 26Q: 3 clusters Score -1411927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1411950.875000 Penalty: 4610.344238
	Iteration 27Q: 3 clusters Score -1411951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1411976.375000 Penalty: 4610.344238
	Iteration 28Q: 3 clusters Score -1411976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1411998.125000 Penalty: 4610.344238
	Iteration 29Q: 3 clusters Score -1411998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1412014.250000 Penalty: 4610.344238
	Iteration 30Q: 3 clusters Score -1412014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1412030.125000 Penalty: 4610.344238
	Iteration 31Q: 3 clusters Score -1412030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1412046.000000 Penalty: 4610.344238
	Iteration 32Q: 3 clusters Score -1412046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1412073.125000 Penalty: 4610.344238
	Iteration 33Q: 3 clusters Score -1412073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1412099.125000 Penalty: 4610.344238
	Iteration 34Q: 3 clusters Score -1412099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1412111.875000 Penalty: 4610.344238
	Iteration 35Q: 3 clusters Score -1412112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1412122.375000 Penalty: 4610.344238
	Iteration 36Q: 3 clusters Score -1412122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1412137.375000 Penalty: 4610.344238
	Iteration 37Q: 3 clusters Score -1412137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1412153.000000 Penalty: 4610.344238
	Iteration 38Q: 3 clusters Score -1412153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1412162.500000 Penalty: 4610.344238
	Iteration 39Q: 3 clusters Score -1412162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1412167.500000 Penalty: 4610.344238
	Iteration 40F: 3 clusters Score -1412168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1412180.500000 Penalty: 4610.344238
	Iteration 41Q: 3 clusters Score -1412180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1412187.500000 Penalty: 4610.344238
	Iteration 42Q: 3 clusters Score -1412188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1412195.625000 Penalty: 4610.344238
	Iteration 43Q: 3 clusters Score -1412196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1412199.875000 Penalty: 4610.344238
	Iteration 44Q: 3 clusters Score -1412200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1412204.625000 Penalty: 4610.344238
	Iteration 45Q: 3 clusters Score -1412205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1412213.125000 Penalty: 4610.344238
	Iteration 46Q: 3 clusters Score -1412213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1412216.000000 Penalty: 4610.344238
	Iteration 47Q: 3 clusters Score -1412216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1412223.250000 Penalty: 4610.344238
	Iteration 48Q: 3 clusters Score -1412223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1412225.875000 Penalty: 4610.344238
	Iteration 49Q: 3 clusters Score -1412226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1412227.250000 Penalty: 4610.344238
	Iteration 50Q: 3 clusters Score -1412227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1412224.750000 Penalty: 4610.344238
	Iteration 51Q: 3 clusters Score -1412225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1412228.875000 Penalty: 4610.344238
	Iteration 52Q: 3 clusters Score -1412229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1412229.125000 Penalty: 4610.344238
	Iteration 53Q: 3 clusters Score -1412229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1412229.125000 Penalty: 4610.344238
	Iteration 54F: 3 clusters Score -1412229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (140072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Entering Unmasked Estep 
Score: -18371238.000000 Penalty: 2938.778076
	Iteration 0F: 2 clusters Score -1.837124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -18278172.000000 Penalty: 5877.556152
	Iteration 0F: 3 clusters Score -1.827817e+07 nChanged 66761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -18317052.000000 Penalty: 5877.556152
	Iteration 1F: 3 clusters Score -1.831705e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -18318446.000000 Penalty: 5877.556152
	Iteration 2Q: 3 clusters Score -1.831845e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -18320732.000000 Penalty: 5877.556152
	Iteration 3Q: 3 clusters Score -1.832073e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -18323976.000000 Penalty: 5877.556152
	Iteration 4Q: 3 clusters Score -1.832398e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -18328814.000000 Penalty: 5877.556152
	Iteration 5F: 3 clusters Score -1.832881e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -18334374.000000 Penalty: 5877.556152
	Iteration 6F: 3 clusters Score -1.833437e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -18340304.000000 Penalty: 5877.556152
	Iteration 7F: 3 clusters Score -1.83403e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -18345592.000000 Penalty: 5877.556152
	Iteration 8F: 3 clusters Score -1.834559e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -18349336.000000 Penalty: 5877.556152
	Iteration 9F: 3 clusters Score -1.834934e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -18351542.000000 Penalty: 5877.556152
	Iteration 10Q: 3 clusters Score -1.835154e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -18352534.000000 Penalty: 5877.556152
	Iteration 11Q: 3 clusters Score -1.835253e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -18353180.000000 Penalty: 5877.556152
	Iteration 12Q: 3 clusters Score -1.835318e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -18353688.000000 Penalty: 5877.556152
	Iteration 13Q: 3 clusters Score -1.835369e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81193 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -18354332.000000 Penalty: 5877.556152
	Iteration 14Q: 3 clusters Score -1.835433e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -18354878.000000 Penalty: 5877.556152
	Iteration 15Q: 3 clusters Score -1.835488e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -18355602.000000 Penalty: 5877.556152
	Iteration 16Q: 3 clusters Score -1.83556e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -18356282.000000 Penalty: 5877.556152
	Iteration 17Q: 3 clusters Score -1.835628e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -18357338.000000 Penalty: 5877.556152
	Iteration 18Q: 3 clusters Score -1.835734e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -18358378.000000 Penalty: 5877.556152
	Iteration 19Q: 3 clusters Score -1.835838e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -18359790.000000 Penalty: 5877.556152
	Iteration 20F: 3 clusters Score -1.835979e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -18361268.000000 Penalty: 5877.556152
	Iteration 21Q: 3 clusters Score -1.836127e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -18363026.000000 Penalty: 5877.556152
	Iteration 22Q: 3 clusters Score -1.836303e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -18364570.000000 Penalty: 5877.556152
	Iteration 23Q: 3 clusters Score -1.836457e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -18365982.000000 Penalty: 5877.556152
	Iteration 24Q: 3 clusters Score -1.836598e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -18367054.000000 Penalty: 5877.556152
	Iteration 25Q: 3 clusters Score -1.836705e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -18367706.000000 Penalty: 5877.556152
	Iteration 26Q: 3 clusters Score -1.836771e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -18368190.000000 Penalty: 5877.556152
	Iteration 27Q: 3 clusters Score -1.836819e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -18368510.000000 Penalty: 5877.556152
	Iteration 28Q: 3 clusters Score -1.836851e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -18368730.000000 Penalty: 5877.556152
	Iteration 29Q: 3 clusters Score -1.836873e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -18368964.000000 Penalty: 5877.556152
	Iteration 30Q: 3 clusters Score -1.836896e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -18369168.000000 Penalty: 5877.556152
	Iteration 31Q: 3 clusters Score -1.836917e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -18369194.000000 Penalty: 5877.556152
	Iteration 32Q: 3 clusters Score -1.836919e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -18369378.000000 Penalty: 5877.556152
	Iteration 33Q: 3 clusters Score -1.836938e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -18369448.000000 Penalty: 5877.556152
	Iteration 34Q: 3 clusters Score -1.836945e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -18369486.000000 Penalty: 5877.556152
	Iteration 35Q: 3 clusters Score -1.836949e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 97990 members 
Entering Unmasked Estep 
Score: -18369432.000000 Penalty: 5877.556152
	Iteration 36Q: 3 clusters Score -1.836943e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -18369428.000000 Penalty: 5877.556152
	Iteration 37Q: 3 clusters Score -1.836943e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -18369468.000000 Penalty: 5877.556152
	Iteration 38Q: 3 clusters Score -1.836947e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -18369452.000000 Penalty: 5877.556152
	Iteration 39Q: 3 clusters Score -1.836945e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -18369502.000000 Penalty: 5877.556152
	Iteration 40F: 3 clusters Score -1.83695e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -18369526.000000 Penalty: 5877.556152
	Iteration 41Q: 3 clusters Score -1.836953e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -18369550.000000 Penalty: 5877.556152
	Iteration 42Q: 3 clusters Score -1.836955e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -18369540.000000 Penalty: 5877.556152
	Iteration 43Q: 3 clusters Score -1.836954e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -18369538.000000 Penalty: 5877.556152
	Iteration 44Q: 3 clusters Score -1.836954e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -18369524.000000 Penalty: 5877.556152
	Iteration 45Q: 3 clusters Score -1.836952e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -18369554.000000 Penalty: 5877.556152
	Iteration 46Q: 3 clusters Score -1.836955e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -18369570.000000 Penalty: 5877.556152
	Iteration 47Q: 3 clusters Score -1.836957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -18369562.000000 Penalty: 5877.556152
	Iteration 48Q: 3 clusters Score -1.836956e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -18369540.000000 Penalty: 5877.556152
	Iteration 49Q: 3 clusters Score -1.836954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 100353 members 
Entering Unmasked Estep 
Score: -18369560.000000 Penalty: 5877.556152
	Iteration 50Q: 3 clusters Score -1.836956e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -18369546.000000 Penalty: 5877.556152
	Iteration 51Q: 3 clusters Score -1.836955e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 100478 members 
Entering Unmasked Estep 
Score: -18369546.000000 Penalty: 5877.556152
	Iteration 52Q: 3 clusters Score -1.836955e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -18369516.000000 Penalty: 5877.556152
	Iteration 53Q: 3 clusters Score -1.836952e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -18369588.000000 Penalty: 5877.556152
	Iteration 54Q: 3 clusters Score -1.836959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -18369594.000000 Penalty: 5877.556152
	Iteration 55Q: 3 clusters Score -1.836959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 100676 members 
Entering Unmasked Estep 
Score: -18369580.000000 Penalty: 5877.556152
	Iteration 56Q: 3 clusters Score -1.836958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 100709 members 
Entering Unmasked Estep 
Score: -18369550.000000 Penalty: 5877.556152
	Iteration 57Q: 3 clusters Score -1.836955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -18369544.000000 Penalty: 5877.556152
	Iteration 58Q: 3 clusters Score -1.836954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -18369546.000000 Penalty: 5877.556152
	Iteration 59Q: 3 clusters Score -1.836955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -18369554.000000 Penalty: 5877.556152
	Iteration 60F: 3 clusters Score -1.836955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -18369564.000000 Penalty: 5877.556152
	Iteration 61Q: 3 clusters Score -1.836956e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -18369576.000000 Penalty: 5877.556152
	Iteration 62Q: 3 clusters Score -1.836958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -18369570.000000 Penalty: 5877.556152
	Iteration 63Q: 3 clusters Score -1.836957e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -18369568.000000 Penalty: 5877.556152
	Iteration 64Q: 3 clusters Score -1.836957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -18369556.000000 Penalty: 5877.556152
	Iteration 65Q: 3 clusters Score -1.836956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -18369560.000000 Penalty: 5877.556152
	Iteration 66Q: 3 clusters Score -1.836956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -18369572.000000 Penalty: 5877.556152
	Iteration 67Q: 3 clusters Score -1.836957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -18369570.000000 Penalty: 5877.556152
	Iteration 68Q: 3 clusters Score -1.836957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -18369564.000000 Penalty: 5877.556152
	Iteration 69Q: 3 clusters Score -1.836956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -18369570.000000 Penalty: 5877.556152
	Iteration 70Q: 3 clusters Score -1.836957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -18369580.000000 Penalty: 5877.556152
	Iteration 71Q: 3 clusters Score -1.836958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -18369574.000000 Penalty: 5877.556152
	Iteration 72Q: 3 clusters Score -1.836957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -18369588.000000 Penalty: 5877.556152
	Iteration 73Q: 3 clusters Score -1.836959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 101066 members 
Entering Unmasked Estep 
Score: -18369592.000000 Penalty: 5877.556152
	Iteration 74Q: 3 clusters Score -1.836959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -18369588.000000 Penalty: 5877.556152
	Iteration 75Q: 3 clusters Score -1.836959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -18369586.000000 Penalty: 5877.556152
	Iteration 76Q: 3 clusters Score -1.836959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -18369590.000000 Penalty: 5877.556152
	Iteration 77Q: 3 clusters Score -1.836959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -18369592.000000 Penalty: 5877.556152
	Iteration 78Q: 3 clusters Score -1.836959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -18369602.000000 Penalty: 5877.556152
	Iteration 79Q: 3 clusters Score -1.83696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -18369610.000000 Penalty: 5877.556152
	Iteration 80F: 3 clusters Score -1.836961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -18369604.000000 Penalty: 5877.556152
	Iteration 81Q: 3 clusters Score -1.83696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -18369606.000000 Penalty: 5877.556152
	Iteration 82Q: 3 clusters Score -1.836961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
Score: -18369614.000000 Penalty: 5877.556152
	Iteration 83Q: 3 clusters Score -1.836961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -18369612.000000 Penalty: 5877.556152
	Iteration 84Q: 3 clusters Score -1.836961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -18369612.000000 Penalty: 5877.556152
	Iteration 85Q: 3 clusters Score -1.836961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -18369612.000000 Penalty: 5877.556152
	Iteration 86Q: 3 clusters Score -1.836961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -18369624.000000 Penalty: 5877.556152
	Iteration 87Q: 3 clusters Score -1.836962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -18369620.000000 Penalty: 5877.556152
	Iteration 88Q: 3 clusters Score -1.836962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -18369608.000000 Penalty: 5877.556152
	Iteration 89Q: 3 clusters Score -1.836961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -18369614.000000 Penalty: 5877.556152
	Iteration 90Q: 3 clusters Score -1.836961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -18369614.000000 Penalty: 5877.556152
	Iteration 91F: 3 clusters Score -1.836961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -485052.937500 Penalty: 2044.007568
	Iteration 0F: 2 clusters Score -485052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -481330.218750 Penalty: 4088.015137
	Iteration 0F: 3 clusters Score -481330.2 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -482066.281250 Penalty: 4088.015137
	Iteration 1F: 3 clusters Score -482066.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -482235.000000 Penalty: 4088.015137
	Iteration 2F: 3 clusters Score -482235 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -482319.031250 Penalty: 4088.015137
	Iteration 3Q: 3 clusters Score -482319 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -482373.343750 Penalty: 4088.015137
	Iteration 4Q: 3 clusters Score -482373.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -482415.656250 Penalty: 4088.015137
	Iteration 5Q: 3 clusters Score -482415.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -482458.187500 Penalty: 4088.015137
	Iteration 6Q: 3 clusters Score -482458.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -482502.375000 Penalty: 4088.015137
	Iteration 7Q: 3 clusters Score -482502.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -482554.937500 Penalty: 4088.015137
	Iteration 8Q: 3 clusters Score -482554.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -482614.312500 Penalty: 4088.015137
	Iteration 9Q: 3 clusters Score -482614.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -482665.218750 Penalty: 4088.015137
	Iteration 10Q: 3 clusters Score -482665.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -482711.625000 Penalty: 4088.015137
	Iteration 11Q: 3 clusters Score -482711.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -482754.343750 Penalty: 4088.015137
	Iteration 12Q: 3 clusters Score -482754.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -482793.281250 Penalty: 4088.015137
	Iteration 13Q: 3 clusters Score -482793.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -482842.281250 Penalty: 4088.015137
	Iteration 14Q: 3 clusters Score -482842.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -482882.593750 Penalty: 4088.015137
	Iteration 15Q: 3 clusters Score -482882.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -482919.437500 Penalty: 4088.015137
	Iteration 16Q: 3 clusters Score -482919.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -482951.906250 Penalty: 4088.015137
	Iteration 17Q: 3 clusters Score -482951.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -482982.687500 Penalty: 4088.015137
	Iteration 18Q: 3 clusters Score -482982.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -483012.312500 Penalty: 4088.015137
	Iteration 19Q: 3 clusters Score -483012.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -483030.656250 Penalty: 4088.015137
	Iteration 20F: 3 clusters Score -483030.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -483047.031250 Penalty: 4088.015137
	Iteration 21Q: 3 clusters Score -483047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -483064.000000 Penalty: 4088.015137
	Iteration 22Q: 3 clusters Score -483064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -483076.406250 Penalty: 4088.015137
	Iteration 23Q: 3 clusters Score -483076.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -483089.218750 Penalty: 4088.015137
	Iteration 24Q: 3 clusters Score -483089.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -483097.437500 Penalty: 4088.015137
	Iteration 25Q: 3 clusters Score -483097.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -483100.156250 Penalty: 4088.015137
	Iteration 26Q: 3 clusters Score -483100.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -483103.875000 Penalty: 4088.015137
	Iteration 27Q: 3 clusters Score -483103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -483106.593750 Penalty: 4088.015137
	Iteration 28Q: 3 clusters Score -483106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -483110.656250 Penalty: 4088.015137
	Iteration 29Q: 3 clusters Score -483110.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -483115.593750 Penalty: 4088.015137
	Iteration 30Q: 3 clusters Score -483115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -483122.031250 Penalty: 4088.015137
	Iteration 31Q: 3 clusters Score -483122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -483126.875000 Penalty: 4088.015137
	Iteration 32Q: 3 clusters Score -483126.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -483133.500000 Penalty: 4088.015137
	Iteration 33Q: 3 clusters Score -483133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -483134.593750 Penalty: 4088.015137
	Iteration 34Q: 3 clusters Score -483134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -483136.312500 Penalty: 4088.015137
	Iteration 35Q: 3 clusters Score -483136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -483140.125000 Penalty: 4088.015137
	Iteration 36Q: 3 clusters Score -483140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -483140.875000 Penalty: 4088.015137
	Iteration 37Q: 3 clusters Score -483140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -483142.093750 Penalty: 4088.015137
	Iteration 38Q: 3 clusters Score -483142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -483143.500000 Penalty: 4088.015137
	Iteration 39Q: 3 clusters Score -483143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -483144.437500 Penalty: 4088.015137
	Iteration 40F: 3 clusters Score -483144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -483145.468750 Penalty: 4088.015137
	Iteration 41Q: 3 clusters Score -483145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -483146.937500 Penalty: 4088.015137
	Iteration 42Q: 3 clusters Score -483146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -483147.750000 Penalty: 4088.015137
	Iteration 43Q: 3 clusters Score -483147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -483149.750000 Penalty: 4088.015137
	Iteration 44Q: 3 clusters Score -483149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -483150.000000 Penalty: 4088.015137
	Iteration 45Q: 3 clusters Score -483150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -483150.000000 Penalty: 4088.015137
	Iteration 46F: 3 clusters Score -483150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Entering Unmasked Estep 
Score: -1058729.000000 Penalty: 2234.282227
	Iteration 0F: 2 clusters Score -1058729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1052298.625000 Penalty: 4468.564453
	Iteration 0F: 3 clusters Score -1052299 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1054061.000000 Penalty: 4468.564453
	Iteration 1F: 3 clusters Score -1054061 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1054326.375000 Penalty: 4468.564453
	Iteration 2F: 3 clusters Score -1054326 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1054513.625000 Penalty: 4468.564453
	Iteration 3F: 3 clusters Score -1054514 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1054670.500000 Penalty: 4468.564453
	Iteration 4Q: 3 clusters Score -1054670 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1054800.250000 Penalty: 4468.564453
	Iteration 5Q: 3 clusters Score -1054800 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1054939.625000 Penalty: 4468.564453
	Iteration 6Q: 3 clusters Score -1054940 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1055081.875000 Penalty: 4468.564453
	Iteration 7Q: 3 clusters Score -1055082 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1055240.000000 Penalty: 4468.564453
	Iteration 8Q: 3 clusters Score -1055240 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1055397.250000 Penalty: 4468.564453
	Iteration 9Q: 3 clusters Score -1055397 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1055538.500000 Penalty: 4468.564453
	Iteration 10Q: 3 clusters Score -1055538 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1055655.000000 Penalty: 4468.564453
	Iteration 11Q: 3 clusters Score -1055655 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1055784.500000 Penalty: 4468.564453
	Iteration 12Q: 3 clusters Score -1055784 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1055914.000000 Penalty: 4468.564453
	Iteration 13Q: 3 clusters Score -1055914 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1056044.125000 Penalty: 4468.564453
	Iteration 14Q: 3 clusters Score -1056044 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1056174.625000 Penalty: 4468.564453
	Iteration 15Q: 3 clusters Score -1056175 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1056288.750000 Penalty: 4468.564453
	Iteration 16Q: 3 clusters Score -1056289 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1056406.375000 Penalty: 4468.564453
	Iteration 17Q: 3 clusters Score -1056406 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1056531.750000 Penalty: 4468.564453
	Iteration 18Q: 3 clusters Score -1056532 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1056644.250000 Penalty: 4468.564453
	Iteration 19Q: 3 clusters Score -1056644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1056724.875000 Penalty: 4468.564453
	Iteration 20F: 3 clusters Score -1056725 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1056794.250000 Penalty: 4468.564453
	Iteration 21Q: 3 clusters Score -1056794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1056847.125000 Penalty: 4468.564453
	Iteration 22Q: 3 clusters Score -1056847 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1056880.625000 Penalty: 4468.564453
	Iteration 23Q: 3 clusters Score -1056881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1056899.500000 Penalty: 4468.564453
	Iteration 24Q: 3 clusters Score -1056900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1056911.125000 Penalty: 4468.564453
	Iteration 25Q: 3 clusters Score -1056911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1056924.875000 Penalty: 4468.564453
	Iteration 26Q: 3 clusters Score -1056925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1056935.500000 Penalty: 4468.564453
	Iteration 27Q: 3 clusters Score -1056936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1056944.375000 Penalty: 4468.564453
	Iteration 28Q: 3 clusters Score -1056944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1056950.125000 Penalty: 4468.564453
	Iteration 29Q: 3 clusters Score -1056950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1056956.625000 Penalty: 4468.564453
	Iteration 30Q: 3 clusters Score -1056957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1056957.125000 Penalty: 4468.564453
	Iteration 31Q: 3 clusters Score -1056957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1056961.125000 Penalty: 4468.564453
	Iteration 32Q: 3 clusters Score -1056961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1056964.000000 Penalty: 4468.564453
	Iteration 33Q: 3 clusters Score -1056964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1056964.375000 Penalty: 4468.564453
	Iteration 34Q: 3 clusters Score -1056964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1056962.375000 Penalty: 4468.564453
	Iteration 35Q: 3 clusters Score -1056962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1056962.625000 Penalty: 4468.564453
	Iteration 36Q: 3 clusters Score -1056963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1056963.500000 Penalty: 4468.564453
	Iteration 37Q: 3 clusters Score -1056964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1056962.500000 Penalty: 4468.564453
	Iteration 38Q: 3 clusters Score -1056962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1056963.625000 Penalty: 4468.564453
	Iteration 39Q: 3 clusters Score -1056964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1056963.625000 Penalty: 4468.564453
	Iteration 40F: 3 clusters Score -1056964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1056964.875000 Penalty: 4468.564453
	Iteration 41Q: 3 clusters Score -1056965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1056966.375000 Penalty: 4468.564453
	Iteration 42Q: 3 clusters Score -1056966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1056966.625000 Penalty: 4468.564453
	Iteration 43Q: 3 clusters Score -1056967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1056966.625000 Penalty: 4468.564453
	Iteration 44F: 3 clusters Score -1056967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -651700.375000 Penalty: 2126.808105
	Iteration 0F: 2 clusters Score -651700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -647003.375000 Penalty: 4253.616211
	Iteration 0F: 3 clusters Score -647003.4 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -648189.500000 Penalty: 4253.616211
	Iteration 1F: 3 clusters Score -648189.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -648464.375000 Penalty: 4253.616211
	Iteration 2F: 3 clusters Score -648464.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -648691.375000 Penalty: 4253.616211
	Iteration 3F: 3 clusters Score -648691.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -648873.687500 Penalty: 4253.616211
	Iteration 4Q: 3 clusters Score -648873.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -649068.125000 Penalty: 4253.616211
	Iteration 5F: 3 clusters Score -649068.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -649248.687500 Penalty: 4253.616211
	Iteration 6Q: 3 clusters Score -649248.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -649428.125000 Penalty: 4253.616211
	Iteration 7Q: 3 clusters Score -649428.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -649602.187500 Penalty: 4253.616211
	Iteration 8Q: 3 clusters Score -649602.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -649718.000000 Penalty: 4253.616211
	Iteration 9Q: 3 clusters Score -649718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -649817.062500 Penalty: 4253.616211
	Iteration 10Q: 3 clusters Score -649817.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -649905.562500 Penalty: 4253.616211
	Iteration 11Q: 3 clusters Score -649905.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -649993.187500 Penalty: 4253.616211
	Iteration 12Q: 3 clusters Score -649993.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -650087.500000 Penalty: 4253.616211
	Iteration 13Q: 3 clusters Score -650087.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -650168.000000 Penalty: 4253.616211
	Iteration 14Q: 3 clusters Score -650168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -650232.125000 Penalty: 4253.616211
	Iteration 15Q: 3 clusters Score -650232.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -650296.500000 Penalty: 4253.616211
	Iteration 16Q: 3 clusters Score -650296.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -650348.812500 Penalty: 4253.616211
	Iteration 17Q: 3 clusters Score -650348.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -650399.250000 Penalty: 4253.616211
	Iteration 18Q: 3 clusters Score -650399.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -650437.812500 Penalty: 4253.616211
	Iteration 19Q: 3 clusters Score -650437.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -650468.875000 Penalty: 4253.616211
	Iteration 20F: 3 clusters Score -650468.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -650499.750000 Penalty: 4253.616211
	Iteration 21Q: 3 clusters Score -650499.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -650531.250000 Penalty: 4253.616211
	Iteration 22Q: 3 clusters Score -650531.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -650556.125000 Penalty: 4253.616211
	Iteration 23Q: 3 clusters Score -650556.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -650577.687500 Penalty: 4253.616211
	Iteration 24Q: 3 clusters Score -650577.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -650594.250000 Penalty: 4253.616211
	Iteration 25Q: 3 clusters Score -650594.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -650609.937500 Penalty: 4253.616211
	Iteration 26Q: 3 clusters Score -650609.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -650622.625000 Penalty: 4253.616211
	Iteration 27Q: 3 clusters Score -650622.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -650636.562500 Penalty: 4253.616211
	Iteration 28Q: 3 clusters Score -650636.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -650645.250000 Penalty: 4253.616211
	Iteration 29Q: 3 clusters Score -650645.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -650658.687500 Penalty: 4253.616211
	Iteration 30Q: 3 clusters Score -650658.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -650661.312500 Penalty: 4253.616211
	Iteration 31Q: 3 clusters Score -650661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -650664.625000 Penalty: 4253.616211
	Iteration 32Q: 3 clusters Score -650664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -650667.687500 Penalty: 4253.616211
	Iteration 33Q: 3 clusters Score -650667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -650669.125000 Penalty: 4253.616211
	Iteration 34Q: 3 clusters Score -650669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -650670.625000 Penalty: 4253.616211
	Iteration 35Q: 3 clusters Score -650670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -650670.937500 Penalty: 4253.616211
	Iteration 36Q: 3 clusters Score -650670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -650672.500000 Penalty: 4253.616211
	Iteration 37Q: 3 clusters Score -650672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -650673.500000 Penalty: 4253.616211
	Iteration 38Q: 3 clusters Score -650673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -650674.687500 Penalty: 4253.616211
	Iteration 39Q: 3 clusters Score -650674.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -650675.312500 Penalty: 4253.616211
	Iteration 40F: 3 clusters Score -650675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -650675.937500 Penalty: 4253.616211
	Iteration 41Q: 3 clusters Score -650675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -650675.937500 Penalty: 4253.616211
	Iteration 42F: 3 clusters Score -650675.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -376907.062500 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -376907.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -373683.687500 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -373683.7 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -374334.281250 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -374334.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -374492.281250 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -374492.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -374600.968750 Penalty: 3952.973145
	Iteration 3Q: 3 clusters Score -374601 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -374664.437500 Penalty: 3952.973145
	Iteration 4Q: 3 clusters Score -374664.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -374723.156250 Penalty: 3952.973145
	Iteration 5Q: 3 clusters Score -374723.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -374781.718750 Penalty: 3952.973145
	Iteration 6Q: 3 clusters Score -374781.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -374831.375000 Penalty: 3952.973145
	Iteration 7Q: 3 clusters Score -374831.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -374881.593750 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -374881.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -374922.187500 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -374922.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -374960.156250 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -374960.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -374982.312500 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -374982.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -374999.500000 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -374999.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -375012.343750 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -375012.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -375024.625000 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -375024.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -375036.562500 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -375036.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -375047.750000 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -375047.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -375053.187500 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -375053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -375058.343750 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -375058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -375063.375000 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -375063.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -375067.875000 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -375067.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -375071.812500 Penalty: 3952.973145
	Iteration 21Q: 3 clusters Score -375071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -375075.218750 Penalty: 3952.973145
	Iteration 22Q: 3 clusters Score -375075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -375076.718750 Penalty: 3952.973145
	Iteration 23Q: 3 clusters Score -375076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -375076.500000 Penalty: 3952.973145
	Iteration 24Q: 3 clusters Score -375076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -375077.031250 Penalty: 3952.973145
	Iteration 25Q: 3 clusters Score -375077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -375077.937500 Penalty: 3952.973145
	Iteration 26Q: 3 clusters Score -375077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -375079.406250 Penalty: 3952.973145
	Iteration 27Q: 3 clusters Score -375079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -375082.000000 Penalty: 3952.973145
	Iteration 28Q: 3 clusters Score -375082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -375083.781250 Penalty: 3952.973145
	Iteration 29Q: 3 clusters Score -375083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -375084.937500 Penalty: 3952.973145
	Iteration 30Q: 3 clusters Score -375084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -375084.500000 Penalty: 3952.973145
	Iteration 31Q: 3 clusters Score -375084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -375085.125000 Penalty: 3952.973145
	Iteration 32Q: 3 clusters Score -375085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -375085.125000 Penalty: 3952.973145
	Iteration 33F: 3 clusters Score -375085.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -648488.687500 Penalty: 2112.114990
	Iteration 0F: 2 clusters Score -648488.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -643956.125000 Penalty: 4224.229980
	Iteration 0F: 3 clusters Score -643956.1 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -645003.375000 Penalty: 4224.229980
	Iteration 1F: 3 clusters Score -645003.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -645235.312500 Penalty: 4224.229980
	Iteration 2F: 3 clusters Score -645235.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -645414.187500 Penalty: 4224.229980
	Iteration 3F: 3 clusters Score -645414.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -645589.750000 Penalty: 4224.229980
	Iteration 4Q: 3 clusters Score -645589.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -645728.187500 Penalty: 4224.229980
	Iteration 5Q: 3 clusters Score -645728.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -645839.187500 Penalty: 4224.229980
	Iteration 6Q: 3 clusters Score -645839.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -645929.625000 Penalty: 4224.229980
	Iteration 7Q: 3 clusters Score -645929.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -645992.937500 Penalty: 4224.229980
	Iteration 8Q: 3 clusters Score -645992.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -646060.875000 Penalty: 4224.229980
	Iteration 9Q: 3 clusters Score -646060.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -646118.187500 Penalty: 4224.229980
	Iteration 10Q: 3 clusters Score -646118.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -646175.750000 Penalty: 4224.229980
	Iteration 11Q: 3 clusters Score -646175.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -646229.500000 Penalty: 4224.229980
	Iteration 12Q: 3 clusters Score -646229.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -646285.437500 Penalty: 4224.229980
	Iteration 13Q: 3 clusters Score -646285.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -646353.625000 Penalty: 4224.229980
	Iteration 14Q: 3 clusters Score -646353.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -646423.875000 Penalty: 4224.229980
	Iteration 15Q: 3 clusters Score -646423.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -646491.812500 Penalty: 4224.229980
	Iteration 16Q: 3 clusters Score -646491.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -646542.937500 Penalty: 4224.229980
	Iteration 17Q: 3 clusters Score -646542.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -646581.000000 Penalty: 4224.229980
	Iteration 18Q: 3 clusters Score -646581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -646615.125000 Penalty: 4224.229980
	Iteration 19Q: 3 clusters Score -646615.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -646643.937500 Penalty: 4224.229980
	Iteration 20F: 3 clusters Score -646643.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -646674.812500 Penalty: 4224.229980
	Iteration 21Q: 3 clusters Score -646674.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -646698.875000 Penalty: 4224.229980
	Iteration 22Q: 3 clusters Score -646698.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -646719.812500 Penalty: 4224.229980
	Iteration 23Q: 3 clusters Score -646719.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -646732.437500 Penalty: 4224.229980
	Iteration 24Q: 3 clusters Score -646732.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -646744.750000 Penalty: 4224.229980
	Iteration 25Q: 3 clusters Score -646744.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -646758.875000 Penalty: 4224.229980
	Iteration 26Q: 3 clusters Score -646758.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -646769.812500 Penalty: 4224.229980
	Iteration 27Q: 3 clusters Score -646769.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -646778.750000 Penalty: 4224.229980
	Iteration 28Q: 3 clusters Score -646778.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -646786.187500 Penalty: 4224.229980
	Iteration 29Q: 3 clusters Score -646786.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -646795.312500 Penalty: 4224.229980
	Iteration 30Q: 3 clusters Score -646795.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -646806.125000 Penalty: 4224.229980
	Iteration 31Q: 3 clusters Score -646806.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -646820.625000 Penalty: 4224.229980
	Iteration 32Q: 3 clusters Score -646820.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -646833.500000 Penalty: 4224.229980
	Iteration 33Q: 3 clusters Score -646833.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -646843.500000 Penalty: 4224.229980
	Iteration 34Q: 3 clusters Score -646843.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -646850.312500 Penalty: 4224.229980
	Iteration 35Q: 3 clusters Score -646850.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -646857.312500 Penalty: 4224.229980
	Iteration 36Q: 3 clusters Score -646857.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -646864.062500 Penalty: 4224.229980
	Iteration 37Q: 3 clusters Score -646864.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -646870.750000 Penalty: 4224.229980
	Iteration 38Q: 3 clusters Score -646870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -646874.875000 Penalty: 4224.229980
	Iteration 39Q: 3 clusters Score -646874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -646876.812500 Penalty: 4224.229980
	Iteration 40F: 3 clusters Score -646876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -646877.375000 Penalty: 4224.229980
	Iteration 41Q: 3 clusters Score -646877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -646879.062500 Penalty: 4224.229980
	Iteration 42Q: 3 clusters Score -646879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -646879.812500 Penalty: 4224.229980
	Iteration 43Q: 3 clusters Score -646879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -646880.562500 Penalty: 4224.229980
	Iteration 44Q: 3 clusters Score -646880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -646882.125000 Penalty: 4224.229980
	Iteration 45Q: 3 clusters Score -646882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -646884.625000 Penalty: 4224.229980
	Iteration 46Q: 3 clusters Score -646884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -646885.937500 Penalty: 4224.229980
	Iteration 47Q: 3 clusters Score -646885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -646887.062500 Penalty: 4224.229980
	Iteration 48Q: 3 clusters Score -646887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -646886.687500 Penalty: 4224.229980
	Iteration 49Q: 3 clusters Score -646886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -646886.687500 Penalty: 4224.229980
	Iteration 50F: 3 clusters Score -646886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Entering Unmasked Estep 
Score: -983436.625000 Penalty: 2204.685059
	Iteration 0F: 2 clusters Score -983436.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -977471.812500 Penalty: 4409.370117
	Iteration 0F: 3 clusters Score -977471.8 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -978997.687500 Penalty: 4409.370117
	Iteration 1F: 3 clusters Score -978997.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -979239.937500 Penalty: 4409.370117
	Iteration 2F: 3 clusters Score -979239.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -979392.750000 Penalty: 4409.370117
	Iteration 3Q: 3 clusters Score -979392.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -979488.375000 Penalty: 4409.370117
	Iteration 4Q: 3 clusters Score -979488.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -979569.312500 Penalty: 4409.370117
	Iteration 5Q: 3 clusters Score -979569.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -979632.125000 Penalty: 4409.370117
	Iteration 6Q: 3 clusters Score -979632.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -979685.687500 Penalty: 4409.370117
	Iteration 7Q: 3 clusters Score -979685.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -979738.312500 Penalty: 4409.370117
	Iteration 8Q: 3 clusters Score -979738.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -979784.687500 Penalty: 4409.370117
	Iteration 9Q: 3 clusters Score -979784.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -979839.875000 Penalty: 4409.370117
	Iteration 10Q: 3 clusters Score -979839.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -979891.625000 Penalty: 4409.370117
	Iteration 11Q: 3 clusters Score -979891.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -979939.937500 Penalty: 4409.370117
	Iteration 12Q: 3 clusters Score -979939.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -979987.250000 Penalty: 4409.370117
	Iteration 13Q: 3 clusters Score -979987.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -980042.625000 Penalty: 4409.370117
	Iteration 14Q: 3 clusters Score -980042.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -980104.437500 Penalty: 4409.370117
	Iteration 15Q: 3 clusters Score -980104.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -980184.500000 Penalty: 4409.370117
	Iteration 16Q: 3 clusters Score -980184.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -980268.000000 Penalty: 4409.370117
	Iteration 17Q: 3 clusters Score -980268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -980358.375000 Penalty: 4409.370117
	Iteration 18Q: 3 clusters Score -980358.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -980462.187500 Penalty: 4409.370117
	Iteration 19Q: 3 clusters Score -980462.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -980572.312500 Penalty: 4409.370117
	Iteration 20F: 3 clusters Score -980572.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -980671.375000 Penalty: 4409.370117
	Iteration 21Q: 3 clusters Score -980671.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -980777.187500 Penalty: 4409.370117
	Iteration 22Q: 3 clusters Score -980777.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -980876.875000 Penalty: 4409.370117
	Iteration 23Q: 3 clusters Score -980876.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -980979.437500 Penalty: 4409.370117
	Iteration 24Q: 3 clusters Score -980979.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -981054.812500 Penalty: 4409.370117
	Iteration 25Q: 3 clusters Score -981054.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -981123.250000 Penalty: 4409.370117
	Iteration 26Q: 3 clusters Score -981123.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -981179.437500 Penalty: 4409.370117
	Iteration 27Q: 3 clusters Score -981179.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -981217.687500 Penalty: 4409.370117
	Iteration 28Q: 3 clusters Score -981217.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -981270.812500 Penalty: 4409.370117
	Iteration 29Q: 3 clusters Score -981270.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -981319.687500 Penalty: 4409.370117
	Iteration 30Q: 3 clusters Score -981319.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -981363.000000 Penalty: 4409.370117
	Iteration 31Q: 3 clusters Score -981363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -981385.437500 Penalty: 4409.370117
	Iteration 32Q: 3 clusters Score -981385.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -981406.937500 Penalty: 4409.370117
	Iteration 33Q: 3 clusters Score -981406.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -981425.562500 Penalty: 4409.370117
	Iteration 34Q: 3 clusters Score -981425.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -981442.562500 Penalty: 4409.370117
	Iteration 35Q: 3 clusters Score -981442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -981451.187500 Penalty: 4409.370117
	Iteration 36Q: 3 clusters Score -981451.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -981461.687500 Penalty: 4409.370117
	Iteration 37Q: 3 clusters Score -981461.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -981465.687500 Penalty: 4409.370117
	Iteration 38Q: 3 clusters Score -981465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -981472.437500 Penalty: 4409.370117
	Iteration 39Q: 3 clusters Score -981472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -981480.875000 Penalty: 4409.370117
	Iteration 40F: 3 clusters Score -981480.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -981485.375000 Penalty: 4409.370117
	Iteration 41Q: 3 clusters Score -981485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -981489.437500 Penalty: 4409.370117
	Iteration 42Q: 3 clusters Score -981489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -981492.000000 Penalty: 4409.370117
	Iteration 43Q: 3 clusters Score -981492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -981494.562500 Penalty: 4409.370117
	Iteration 44Q: 3 clusters Score -981494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -981500.500000 Penalty: 4409.370117
	Iteration 45Q: 3 clusters Score -981500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -981505.125000 Penalty: 4409.370117
	Iteration 46Q: 3 clusters Score -981505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -981505.875000 Penalty: 4409.370117
	Iteration 47Q: 3 clusters Score -981505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -981505.875000 Penalty: 4409.370117
	Iteration 48F: 3 clusters Score -981505.9 nChanged 0
--- Evaluating fit on full set of 1008198 points ---
Entering Unmasked Estep 
Score: -128819776.000000 Penalty: 71993.703125
20->22 Clusters: Score -128819776.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 336066 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 16920 members 
Mstep: Class 3 contains 16833 members 
Mstep: Class 4 contains 16752 members 
Mstep: Class 5 contains 16604 members 
Mstep: Class 6 contains 16741 members 
Mstep: Class 7 contains 16914 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 16818 members 
Mstep: Class 10 contains 16990 members 
Mstep: Class 11 contains 16504 members 
Mstep: Class 12 contains 16863 members 
Mstep: Class 13 contains 16829 members 
Mstep: Class 14 contains 16818 members 
Mstep: Class 15 contains 16799 members 
Mstep: Class 16 contains 16776 members 
Mstep: Class 17 contains 16785 members 
Mstep: Class 18 contains 16652 members 
Mstep: Class 19 contains 17085 members 
Mstep: Class 20 contains 16591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 643.927185 but Gain 3155.812500
Score: -40651412.000000 Penalty: 59960.500000
Iteration 0F: 20 clusters Score -4.065141e+07 nChanged 317523
Entering Unmasked Mstep 
Mstep: Class 0 contains 1279 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 33315 members 
Mstep: Class 3 contains 10156 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 8502 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 9287 members 
Mstep: Class 8 contains 16775 members 
Mstep: Class 9 contains 13571 members 
Mstep: Class 10 contains 10891 members 
Mstep: Class 11 contains 9134 members 
Mstep: Class 12 contains 28331 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 18940 members 
Mstep: Class 15 contains 14106 members 
Mstep: Class 16 contains 49039 members 
Mstep: Class 17 contains 34666 members 
Mstep: Class 18 contains 10002 members 
Mstep: Class 19 contains 31786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42004340.000000 Penalty: 59960.500000
Iteration 1F: 20 clusters Score -4.200434e+07 nChanged 147591
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 40999 members 
Mstep: Class 3 contains 6712 members 
Mstep: Class 4 contains 6288 members 
Mstep: Class 5 contains 2883 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 10591 members 
Mstep: Class 8 contains 12063 members 
Mstep: Class 9 contains 8147 members 
Mstep: Class 10 contains 7782 members 
Mstep: Class 11 contains 5800 members 
Mstep: Class 12 contains 26830 members 
Mstep: Class 13 contains 2999 members 
Mstep: Class 14 contains 19138 members 
Mstep: Class 15 contains 27548 members 
Mstep: Class 16 contains 79120 members 
Mstep: Class 17 contains 37167 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 29330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1549.386719 but Gain 3155.816406
Score: -42494836.000000 Penalty: 56804.683594
Iteration 2F: 19 clusters Score -4.249484e+07 nChanged 96846
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 2 contains 39964 members 
Mstep: Class 3 contains 3866 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 3176 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 11670 members 
Mstep: Class 8 contains 8854 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 8893 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 18803 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 20744 members 
Mstep: Class 15 contains 42726 members 
Mstep: Class 16 contains 97482 members 
Mstep: Class 17 contains 34288 members 
Mstep: Class 18 contains 5476 members 
Mstep: Class 19 contains 23640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42647412.000000 Penalty: 56804.683594
Iteration 3F: 19 clusters Score -4.264741e+07 nChanged 59571
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 2 contains 35481 members 
Mstep: Class 3 contains 2834 members 
Mstep: Class 4 contains 5743 members 
Mstep: Class 5 contains 3528 members 
Mstep: Class 6 contains 1392 members 
Mstep: Class 7 contains 12138 members 
Mstep: Class 8 contains 7273 members 
Mstep: Class 9 contains 2648 members 
Mstep: Class 10 contains 10122 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 12623 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 24177 members 
Mstep: Class 15 contains 47365 members 
Mstep: Class 16 contains 111387 members 
Mstep: Class 17 contains 31814 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 19352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42714052.000000 Penalty: 56804.683594
Iteration 4F: 19 clusters Score -4.271405e+07 nChanged 40673
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 30511 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 5695 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 12545 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 10855 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 8907 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 26555 members 
Mstep: Class 15 contains 48146 members 
Mstep: Class 16 contains 122156 members 
Mstep: Class 17 contains 30333 members 
Mstep: Class 18 contains 3110 members 
Mstep: Class 19 contains 16741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42751780.000000 Penalty: 56804.683594
Iteration 5F: 19 clusters Score -4.275178e+07 nChanged 29422
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 25614 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 5516 members 
Mstep: Class 5 contains 4232 members 
Mstep: Class 6 contains 1392 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 6715 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6967 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 27407 members 
Mstep: Class 15 contains 48034 members 
Mstep: Class 16 contains 129347 members 
Mstep: Class 17 contains 30104 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 15140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42777144.000000 Penalty: 56804.683594
Iteration 6F: 19 clusters Score -4.277714e+07 nChanged 23883
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 21091 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 12695 members 
Mstep: Class 8 contains 8575 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 11586 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 27693 members 
Mstep: Class 15 contains 47649 members 
Mstep: Class 16 contains 133774 members 
Mstep: Class 17 contains 30047 members 
Mstep: Class 18 contains 2778 members 
Mstep: Class 19 contains 14010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42804608.000000 Penalty: 56804.683594
Iteration 7F: 19 clusters Score -4.280461e+07 nChanged 21309
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 16757 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 4858 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 12822 members 
Mstep: Class 8 contains 11332 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 11797 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 5051 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 27888 members 
Mstep: Class 15 contains 47149 members 
Mstep: Class 16 contains 137223 members 
Mstep: Class 17 contains 29573 members 
Mstep: Class 18 contains 2859 members 
Mstep: Class 19 contains 13260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42829820.000000 Penalty: 56804.683594
Iteration 8F: 19 clusters Score -4.282982e+07 nChanged 17672
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 13019 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 13077 members 
Mstep: Class 8 contains 12373 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 12047 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 28216 members 
Mstep: Class 15 contains 46671 members 
Mstep: Class 16 contains 141486 members 
Mstep: Class 17 contains 29024 members 
Mstep: Class 18 contains 2990 members 
Mstep: Class 19 contains 12593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42844776.000000 Penalty: 56804.683594
Iteration 9F: 19 clusters Score -4.284478e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 10239 members 
Mstep: Class 3 contains 1968 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 5234 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 13243 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 2568 members 
Mstep: Class 12 contains 4014 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 28614 members 
Mstep: Class 15 contains 46319 members 
Mstep: Class 16 contains 145097 members 
Mstep: Class 17 contains 28454 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 12138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42854332.000000 Penalty: 56804.683594
Iteration 10Q: 19 clusters Score -4.285433e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 8270 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 5370 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 13090 members 
Mstep: Class 8 contains 12592 members 
Mstep: Class 9 contains 3264 members 
Mstep: Class 10 contains 12486 members 
Mstep: Class 11 contains 2675 members 
Mstep: Class 12 contains 3598 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 29134 members 
Mstep: Class 15 contains 46056 members 
Mstep: Class 16 contains 147967 members 
Mstep: Class 17 contains 27709 members 
Mstep: Class 18 contains 3391 members 
Mstep: Class 19 contains 11787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42859788.000000 Penalty: 56804.683594
Iteration 11Q: 19 clusters Score -4.285979e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 6934 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 3786 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 3253 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 29577 members 
Mstep: Class 15 contains 45837 members 
Mstep: Class 16 contains 150156 members 
Mstep: Class 17 contains 26992 members 
Mstep: Class 18 contains 3643 members 
Mstep: Class 19 contains 11590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42863248.000000 Penalty: 56804.683594
Iteration 12Q: 19 clusters Score -4.286325e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 5622 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 12471 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 29942 members 
Mstep: Class 15 contains 45665 members 
Mstep: Class 16 contains 151835 members 
Mstep: Class 17 contains 26368 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 11433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42865236.000000 Penalty: 56804.683594
Iteration 13Q: 19 clusters Score -4.286524e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 5708 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 12179 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 13019 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 2621 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 30197 members 
Mstep: Class 15 contains 45529 members 
Mstep: Class 16 contains 153101 members 
Mstep: Class 17 contains 25891 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 11321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42866140.000000 Penalty: 56804.683594
Iteration 14Q: 19 clusters Score -4.286614e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 11910 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 13210 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 30382 members 
Mstep: Class 15 contains 45410 members 
Mstep: Class 16 contains 154001 members 
Mstep: Class 17 contains 25549 members 
Mstep: Class 18 contains 4211 members 
Mstep: Class 19 contains 11229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42867064.000000 Penalty: 56804.683594
Iteration 15Q: 19 clusters Score -4.286706e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 3607 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 11714 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 13361 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 12 contains 2154 members 
Mstep: Class 13 contains 1427 members 
Mstep: Class 14 contains 30495 members 
Mstep: Class 15 contains 45327 members 
Mstep: Class 16 contains 154680 members 
Mstep: Class 17 contains 25265 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 11148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42867872.000000 Penalty: 56804.683594
Iteration 16Q: 19 clusters Score -4.286787e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 3624 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 2983 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 30575 members 
Mstep: Class 15 contains 45257 members 
Mstep: Class 16 contains 155166 members 
Mstep: Class 17 contains 25018 members 
Mstep: Class 18 contains 4477 members 
Mstep: Class 19 contains 11099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42868480.000000 Penalty: 56804.683594
Iteration 17Q: 19 clusters Score -4.286848e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3980 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 3651 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 11499 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 13626 members 
Mstep: Class 11 contains 3040 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 30612 members 
Mstep: Class 15 contains 45192 members 
Mstep: Class 16 contains 155523 members 
Mstep: Class 17 contains 24792 members 
Mstep: Class 18 contains 4604 members 
Mstep: Class 19 contains 11059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869012.000000 Penalty: 56804.683594
Iteration 18Q: 19 clusters Score -4.286901e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3822 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 11408 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 13708 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 30644 members 
Mstep: Class 15 contains 45113 members 
Mstep: Class 16 contains 155801 members 
Mstep: Class 17 contains 24599 members 
Mstep: Class 18 contains 4711 members 
Mstep: Class 19 contains 11034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869312.000000 Penalty: 56804.683594
Iteration 19Q: 19 clusters Score -4.286931e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 3 contains 1880 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 6051 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11330 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 13794 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 14 contains 30643 members 
Mstep: Class 15 contains 45043 members 
Mstep: Class 16 contains 156027 members 
Mstep: Class 17 contains 24454 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 11011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869988.000000 Penalty: 56804.683594
Iteration 20F: 19 clusters Score -4.286999e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3595 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11264 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 3151 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 14 contains 30620 members 
Mstep: Class 15 contains 44981 members 
Mstep: Class 16 contains 156206 members 
Mstep: Class 17 contains 24328 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 11008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870300.000000 Penalty: 56804.683594
Iteration 21Q: 19 clusters Score -4.28703e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 1916 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 6132 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11215 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 3394 members 
Mstep: Class 10 contains 13874 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 14 contains 30586 members 
Mstep: Class 15 contains 44918 members 
Mstep: Class 16 contains 156332 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 19 contains 10997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870756.000000 Penalty: 56804.683594
Iteration 22Q: 19 clusters Score -4.287076e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 3750 members 
Mstep: Class 5 contains 6166 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11181 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 13894 members 
Mstep: Class 11 contains 3228 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 30556 members 
Mstep: Class 15 contains 44857 members 
Mstep: Class 16 contains 156410 members 
Mstep: Class 17 contains 24119 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 11005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870896.000000 Penalty: 56804.683594
Iteration 23Q: 19 clusters Score -4.28709e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3383 members 
Mstep: Class 3 contains 1948 members 
Mstep: Class 4 contains 3780 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11150 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 13889 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 44807 members 
Mstep: Class 16 contains 156470 members 
Mstep: Class 17 contains 24036 members 
Mstep: Class 18 contains 5036 members 
Mstep: Class 19 contains 11028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871232.000000 Penalty: 56804.683594
Iteration 24Q: 19 clusters Score -4.287123e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11146 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 13885 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 30527 members 
Mstep: Class 15 contains 44770 members 
Mstep: Class 16 contains 156514 members 
Mstep: Class 17 contains 23943 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 11061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871244.000000 Penalty: 56804.683594
Iteration 25Q: 19 clusters Score -4.287124e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 3849 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11135 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 3365 members 
Mstep: Class 10 contains 13858 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 30518 members 
Mstep: Class 15 contains 44747 members 
Mstep: Class 16 contains 156540 members 
Mstep: Class 17 contains 23869 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 11087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871332.000000 Penalty: 56804.683594
Iteration 26Q: 19 clusters Score -4.287133e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11140 members 
Mstep: Class 8 contains 12655 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 13845 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 30504 members 
Mstep: Class 15 contains 44724 members 
Mstep: Class 16 contains 156526 members 
Mstep: Class 17 contains 23801 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 11121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871416.000000 Penalty: 56804.683594
Iteration 27Q: 19 clusters Score -4.287142e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11174 members 
Mstep: Class 8 contains 12651 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 30493 members 
Mstep: Class 15 contains 44702 members 
Mstep: Class 16 contains 156501 members 
Mstep: Class 17 contains 23741 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 11168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871460.000000 Penalty: 56804.683594
Iteration 28Q: 19 clusters Score -4.287146e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11193 members 
Mstep: Class 8 contains 12648 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 13824 members 
Mstep: Class 11 contains 3399 members 
Mstep: Class 12 contains 1778 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 30483 members 
Mstep: Class 15 contains 44691 members 
Mstep: Class 16 contains 156471 members 
Mstep: Class 17 contains 23686 members 
Mstep: Class 18 contains 5153 members 
Mstep: Class 19 contains 11205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871516.000000 Penalty: 56804.683594
Iteration 29Q: 19 clusters Score -4.287152e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 4056 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 11205 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 13822 members 
Mstep: Class 11 contains 3414 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 30480 members 
Mstep: Class 15 contains 44680 members 
Mstep: Class 16 contains 156442 members 
Mstep: Class 17 contains 23622 members 
Mstep: Class 18 contains 5167 members 
Mstep: Class 19 contains 11233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871656.000000 Penalty: 56804.683594
Iteration 30Q: 19 clusters Score -4.287166e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 2024 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 11224 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 3443 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 30482 members 
Mstep: Class 15 contains 44664 members 
Mstep: Class 16 contains 156420 members 
Mstep: Class 17 contains 23553 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 11280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871792.000000 Penalty: 56804.683594
Iteration 31Q: 19 clusters Score -4.287179e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2970 members 
Mstep: Class 3 contains 2025 members 
Mstep: Class 4 contains 4165 members 
Mstep: Class 5 contains 6274 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11230 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 13804 members 
Mstep: Class 11 contains 3456 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 30479 members 
Mstep: Class 15 contains 44648 members 
Mstep: Class 16 contains 156395 members 
Mstep: Class 17 contains 23494 members 
Mstep: Class 18 contains 5186 members 
Mstep: Class 19 contains 11331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871932.000000 Penalty: 56804.683594
Iteration 32Q: 19 clusters Score -4.287193e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 4201 members 
Mstep: Class 5 contains 6294 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11259 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 3280 members 
Mstep: Class 10 contains 13790 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 30476 members 
Mstep: Class 15 contains 44631 members 
Mstep: Class 16 contains 156362 members 
Mstep: Class 17 contains 23423 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 11398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42872112.000000 Penalty: 56804.683594
Iteration 33Q: 19 clusters Score -4.287211e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 6309 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11310 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 3266 members 
Mstep: Class 10 contains 13777 members 
Mstep: Class 11 contains 3495 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 44619 members 
Mstep: Class 16 contains 156292 members 
Mstep: Class 17 contains 23344 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 11470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42872196.000000 Penalty: 56804.683594
Iteration 34Q: 19 clusters Score -4.28722e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 6330 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11357 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 3257 members 
Mstep: Class 10 contains 13763 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 1438 members 
Mstep: Class 14 contains 30464 members 
Mstep: Class 15 contains 44606 members 
Mstep: Class 16 contains 156234 members 
Mstep: Class 17 contains 23254 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 11525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42872236.000000 Penalty: 56804.683594
Iteration 35Q: 19 clusters Score -4.287224e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2836 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4340 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11405 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 1438 members 
Mstep: Class 14 contains 30458 members 
Mstep: Class 15 contains 44601 members 
Mstep: Class 16 contains 156194 members 
Mstep: Class 17 contains 23142 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 11578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42872272.000000 Penalty: 56804.683594
Iteration 36Q: 19 clusters Score -4.287227e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2809 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11460 members 
Mstep: Class 8 contains 12648 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 13768 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 1438 members 
Mstep: Class 14 contains 30458 members 
Mstep: Class 15 contains 44592 members 
Mstep: Class 16 contains 156145 members 
Mstep: Class 17 contains 23025 members 
Mstep: Class 18 contains 5210 members 
Mstep: Class 19 contains 11637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42872404.000000 Penalty: 56804.683594
Iteration 37Q: 19 clusters Score -4.28724e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2783 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 6408 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 3213 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 1438 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 156087 members 
Mstep: Class 17 contains 22865 members 
Mstep: Class 18 contains 5214 members 
Mstep: Class 19 contains 11702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42872584.000000 Penalty: 56804.683594
Iteration 38Q: 19 clusters Score -4.287258e+07 nChanged 760
Entering ConstructFrom: 
Score: -42872584.000000 Penalty: 56804.683594
Entering ConstructFrom: 
Trying to split cluster 2 (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: -353322.250000 Penalty: 1966.691162
	Iteration 0F: 2 clusters Score -353322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -350212.375000 Penalty: 3933.382324
	Iteration 0F: 3 clusters Score -350212.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -350753.281250 Penalty: 3933.382324
	Iteration 1F: 3 clusters Score -350753.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -350897.406250 Penalty: 3933.382324
	Iteration 2F: 3 clusters Score -350897.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -350974.281250 Penalty: 3933.382324
	Iteration 3Q: 3 clusters Score -350974.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -351022.500000 Penalty: 3933.382324
	Iteration 4Q: 3 clusters Score -351022.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -351047.250000 Penalty: 3933.382324
	Iteration 5Q: 3 clusters Score -351047.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -351066.656250 Penalty: 3933.382324
	Iteration 6Q: 3 clusters Score -351066.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -351079.093750 Penalty: 3933.382324
	Iteration 7Q: 3 clusters Score -351079.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -351087.187500 Penalty: 3933.382324
	Iteration 8Q: 3 clusters Score -351087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -351092.218750 Penalty: 3933.382324
	Iteration 9Q: 3 clusters Score -351092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -351097.343750 Penalty: 3933.382324
	Iteration 10Q: 3 clusters Score -351097.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -351101.843750 Penalty: 3933.382324
	Iteration 11Q: 3 clusters Score -351101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -351103.750000 Penalty: 3933.382324
	Iteration 12Q: 3 clusters Score -351103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -351104.687500 Penalty: 3933.382324
	Iteration 13Q: 3 clusters Score -351104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -351105.000000 Penalty: 3933.382324
	Iteration 14Q: 3 clusters Score -351105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -351106.000000 Penalty: 3933.382324
	Iteration 15Q: 3 clusters Score -351106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -351107.625000 Penalty: 3933.382324
	Iteration 16Q: 3 clusters Score -351107.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -351112.281250 Penalty: 3933.382324
	Iteration 17Q: 3 clusters Score -351112.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -351118.781250 Penalty: 3933.382324
	Iteration 18Q: 3 clusters Score -351118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -351124.500000 Penalty: 3933.382324
	Iteration 19Q: 3 clusters Score -351124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -351128.937500 Penalty: 3933.382324
	Iteration 20F: 3 clusters Score -351128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -351131.531250 Penalty: 3933.382324
	Iteration 21Q: 3 clusters Score -351131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -351134.406250 Penalty: 3933.382324
	Iteration 22Q: 3 clusters Score -351134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -351137.375000 Penalty: 3933.382324
	Iteration 23Q: 3 clusters Score -351137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -351140.250000 Penalty: 3933.382324
	Iteration 24Q: 3 clusters Score -351140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -351143.531250 Penalty: 3933.382324
	Iteration 25Q: 3 clusters Score -351143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -351145.343750 Penalty: 3933.382324
	Iteration 26Q: 3 clusters Score -351145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -351147.781250 Penalty: 3933.382324
	Iteration 27Q: 3 clusters Score -351147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -351150.250000 Penalty: 3933.382324
	Iteration 28Q: 3 clusters Score -351150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -351152.781250 Penalty: 3933.382324
	Iteration 29Q: 3 clusters Score -351152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -351154.937500 Penalty: 3933.382324
	Iteration 30Q: 3 clusters Score -351154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -351155.093750 Penalty: 3933.382324
	Iteration 31Q: 3 clusters Score -351155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -351155.906250 Penalty: 3933.382324
	Iteration 32Q: 3 clusters Score -351155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -351156.468750 Penalty: 3933.382324
	Iteration 33Q: 3 clusters Score -351156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -351158.000000 Penalty: 3933.382324
	Iteration 34Q: 3 clusters Score -351158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -351160.093750 Penalty: 3933.382324
	Iteration 35Q: 3 clusters Score -351160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -351161.468750 Penalty: 3933.382324
	Iteration 36Q: 3 clusters Score -351161.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -351164.281250 Penalty: 3933.382324
	Iteration 37Q: 3 clusters Score -351164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -351165.843750 Penalty: 3933.382324
	Iteration 38Q: 3 clusters Score -351165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -351166.656250 Penalty: 3933.382324
	Iteration 39Q: 3 clusters Score -351166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -351170.593750 Penalty: 3933.382324
	Iteration 40F: 3 clusters Score -351170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -351173.468750 Penalty: 3933.382324
	Iteration 41Q: 3 clusters Score -351173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -351174.906250 Penalty: 3933.382324
	Iteration 42Q: 3 clusters Score -351174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -351174.906250 Penalty: 3933.382324
	Iteration 43F: 3 clusters Score -351174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -256528.390625 Penalty: 1894.392578
	Iteration 0F: 2 clusters Score -256528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -253835.421875 Penalty: 3788.785156
	Iteration 0F: 3 clusters Score -253835.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -254313.078125 Penalty: 3788.785156
	Iteration 1F: 3 clusters Score -254313.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -254442.406250 Penalty: 3788.785156
	Iteration 2F: 3 clusters Score -254442.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -254506.734375 Penalty: 3788.785156
	Iteration 3Q: 3 clusters Score -254506.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -254550.375000 Penalty: 3788.785156
	Iteration 4Q: 3 clusters Score -254550.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -254582.750000 Penalty: 3788.785156
	Iteration 5Q: 3 clusters Score -254582.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -254611.437500 Penalty: 3788.785156
	Iteration 6Q: 3 clusters Score -254611.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -254628.750000 Penalty: 3788.785156
	Iteration 7Q: 3 clusters Score -254628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -254641.218750 Penalty: 3788.785156
	Iteration 8Q: 3 clusters Score -254641.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -254647.984375 Penalty: 3788.785156
	Iteration 9Q: 3 clusters Score -254648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -254650.734375 Penalty: 3788.785156
	Iteration 10Q: 3 clusters Score -254650.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -254654.218750 Penalty: 3788.785156
	Iteration 11Q: 3 clusters Score -254654.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -254658.437500 Penalty: 3788.785156
	Iteration 12Q: 3 clusters Score -254658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -254659.843750 Penalty: 3788.785156
	Iteration 13Q: 3 clusters Score -254659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -254666.390625 Penalty: 3788.785156
	Iteration 14Q: 3 clusters Score -254666.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -254673.500000 Penalty: 3788.785156
	Iteration 15Q: 3 clusters Score -254673.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -254678.984375 Penalty: 3788.785156
	Iteration 16Q: 3 clusters Score -254679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -254683.484375 Penalty: 3788.785156
	Iteration 17Q: 3 clusters Score -254683.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254686.859375 Penalty: 3788.785156
	Iteration 18Q: 3 clusters Score -254686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -254690.687500 Penalty: 3788.785156
	Iteration 19Q: 3 clusters Score -254690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -254691.515625 Penalty: 3788.785156
	Iteration 20F: 3 clusters Score -254691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254692.156250 Penalty: 3788.785156
	Iteration 21Q: 3 clusters Score -254692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254692.156250 Penalty: 3788.785156
	Iteration 22F: 3 clusters Score -254692.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -548880.937500 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -548880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -544687.500000 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -544687.5 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -545645.250000 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -545645.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -545846.687500 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -545846.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -545952.500000 Penalty: 4166.392578
	Iteration 3Q: 3 clusters Score -545952.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -546016.375000 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -546016.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -546077.750000 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -546077.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -546126.125000 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -546126.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -546162.437500 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -546162.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -546187.687500 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -546187.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -546209.625000 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -546209.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -546227.437500 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -546227.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -546240.312500 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -546240.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -546252.875000 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -546252.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -546262.562500 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -546262.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -546275.687500 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -546275.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -546283.937500 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -546283.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -546291.375000 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -546291.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -546295.750000 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -546295.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -546300.750000 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -546300.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -546303.250000 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -546303.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -546304.812500 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -546304.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -546307.437500 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -546307.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -546308.875000 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -546308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -546311.562500 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -546311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -546313.937500 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -546313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -546315.562500 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -546315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -546321.000000 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -546321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -546324.562500 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -546324.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -546330.937500 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -546330.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -546337.625000 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -546337.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -546344.000000 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -546344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -546346.812500 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -546346.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -546351.500000 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -546351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -546354.812500 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -546354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -546358.125000 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -546358.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -546362.625000 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -546362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -546363.812500 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -546363.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -546366.500000 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -546366.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -546370.937500 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -546370.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -546375.125000 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -546375.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -546379.375000 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -546379.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -546383.000000 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -546383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -546386.625000 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -546386.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -546392.562500 Penalty: 4166.392578
	Iteration 43Q: 3 clusters Score -546392.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -546396.062500 Penalty: 4166.392578
	Iteration 44Q: 3 clusters Score -546396.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -546398.250000 Penalty: 4166.392578
	Iteration 45Q: 3 clusters Score -546398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -546401.125000 Penalty: 4166.392578
	Iteration 46Q: 3 clusters Score -546401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -546403.437500 Penalty: 4166.392578
	Iteration 47Q: 3 clusters Score -546403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -546405.750000 Penalty: 4166.392578
	Iteration 48Q: 3 clusters Score -546405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -546408.875000 Penalty: 4166.392578
	Iteration 49Q: 3 clusters Score -546408.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -546413.000000 Penalty: 4166.392578
	Iteration 50Q: 3 clusters Score -546413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -546417.875000 Penalty: 4166.392578
	Iteration 51Q: 3 clusters Score -546417.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -546421.062500 Penalty: 4166.392578
	Iteration 52Q: 3 clusters Score -546421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -546427.625000 Penalty: 4166.392578
	Iteration 53Q: 3 clusters Score -546427.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -546432.000000 Penalty: 4166.392578
	Iteration 54Q: 3 clusters Score -546432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -546435.062500 Penalty: 4166.392578
	Iteration 55Q: 3 clusters Score -546435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -546439.375000 Penalty: 4166.392578
	Iteration 56Q: 3 clusters Score -546439.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -546443.937500 Penalty: 4166.392578
	Iteration 57Q: 3 clusters Score -546443.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -546446.750000 Penalty: 4166.392578
	Iteration 58Q: 3 clusters Score -546446.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -546453.687500 Penalty: 4166.392578
	Iteration 59Q: 3 clusters Score -546453.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -546461.687500 Penalty: 4166.392578
	Iteration 60F: 3 clusters Score -546461.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -546468.625000 Penalty: 4166.392578
	Iteration 61Q: 3 clusters Score -546468.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -546473.687500 Penalty: 4166.392578
	Iteration 62Q: 3 clusters Score -546473.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -546477.625000 Penalty: 4166.392578
	Iteration 63Q: 3 clusters Score -546477.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -546484.312500 Penalty: 4166.392578
	Iteration 64Q: 3 clusters Score -546484.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -546489.687500 Penalty: 4166.392578
	Iteration 65Q: 3 clusters Score -546489.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -546494.500000 Penalty: 4166.392578
	Iteration 66Q: 3 clusters Score -546494.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -546498.750000 Penalty: 4166.392578
	Iteration 67Q: 3 clusters Score -546498.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -546504.875000 Penalty: 4166.392578
	Iteration 68Q: 3 clusters Score -546504.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -546508.375000 Penalty: 4166.392578
	Iteration 69Q: 3 clusters Score -546508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -546513.500000 Penalty: 4166.392578
	Iteration 70Q: 3 clusters Score -546513.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -546520.375000 Penalty: 4166.392578
	Iteration 71Q: 3 clusters Score -546520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -546522.125000 Penalty: 4166.392578
	Iteration 72Q: 3 clusters Score -546522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -546523.562500 Penalty: 4166.392578
	Iteration 73Q: 3 clusters Score -546523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -546528.937500 Penalty: 4166.392578
	Iteration 74Q: 3 clusters Score -546528.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -546535.000000 Penalty: 4166.392578
	Iteration 75Q: 3 clusters Score -546535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -546543.687500 Penalty: 4166.392578
	Iteration 76Q: 3 clusters Score -546543.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -546548.062500 Penalty: 4166.392578
	Iteration 77Q: 3 clusters Score -546548.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -546552.687500 Penalty: 4166.392578
	Iteration 78Q: 3 clusters Score -546552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -546554.312500 Penalty: 4166.392578
	Iteration 79Q: 3 clusters Score -546554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -546555.625000 Penalty: 4166.392578
	Iteration 80F: 3 clusters Score -546555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -546556.937500 Penalty: 4166.392578
	Iteration 81Q: 3 clusters Score -546556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -546558.625000 Penalty: 4166.392578
	Iteration 82Q: 3 clusters Score -546558.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -546560.312500 Penalty: 4166.392578
	Iteration 83Q: 3 clusters Score -546560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -546561.312500 Penalty: 4166.392578
	Iteration 84Q: 3 clusters Score -546561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -546562.812500 Penalty: 4166.392578
	Iteration 85Q: 3 clusters Score -546562.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -546568.375000 Penalty: 4166.392578
	Iteration 86Q: 3 clusters Score -546568.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -546573.250000 Penalty: 4166.392578
	Iteration 87Q: 3 clusters Score -546573.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -546576.937500 Penalty: 4166.392578
	Iteration 88Q: 3 clusters Score -546576.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -546581.875000 Penalty: 4166.392578
	Iteration 89Q: 3 clusters Score -546581.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -546585.437500 Penalty: 4166.392578
	Iteration 90Q: 3 clusters Score -546585.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -546593.312500 Penalty: 4166.392578
	Iteration 91Q: 3 clusters Score -546593.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -546600.937500 Penalty: 4166.392578
	Iteration 92Q: 3 clusters Score -546600.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -546607.312500 Penalty: 4166.392578
	Iteration 93Q: 3 clusters Score -546607.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -546614.812500 Penalty: 4166.392578
	Iteration 94Q: 3 clusters Score -546614.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -546623.937500 Penalty: 4166.392578
	Iteration 95Q: 3 clusters Score -546623.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -546643.750000 Penalty: 4166.392578
	Iteration 96Q: 3 clusters Score -546643.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -546660.937500 Penalty: 4166.392578
	Iteration 97Q: 3 clusters Score -546660.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -546678.687500 Penalty: 4166.392578
	Iteration 98Q: 3 clusters Score -546678.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -546693.750000 Penalty: 4166.392578
	Iteration 99Q: 3 clusters Score -546693.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -546710.250000 Penalty: 4166.392578
	Iteration 100F: 3 clusters Score -546710.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -546725.875000 Penalty: 4166.392578
	Iteration 101Q: 3 clusters Score -546725.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -546747.062500 Penalty: 4166.392578
	Iteration 102Q: 3 clusters Score -546747.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -546763.437500 Penalty: 4166.392578
	Iteration 103Q: 3 clusters Score -546763.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -546779.250000 Penalty: 4166.392578
	Iteration 104Q: 3 clusters Score -546779.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -546794.500000 Penalty: 4166.392578
	Iteration 105Q: 3 clusters Score -546794.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -546811.750000 Penalty: 4166.392578
	Iteration 106Q: 3 clusters Score -546811.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -546830.000000 Penalty: 4166.392578
	Iteration 107Q: 3 clusters Score -546830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -546847.437500 Penalty: 4166.392578
	Iteration 108Q: 3 clusters Score -546847.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -546866.437500 Penalty: 4166.392578
	Iteration 109Q: 3 clusters Score -546866.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -546883.125000 Penalty: 4166.392578
	Iteration 110Q: 3 clusters Score -546883.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -546897.000000 Penalty: 4166.392578
	Iteration 111Q: 3 clusters Score -546897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -546914.750000 Penalty: 4166.392578
	Iteration 112Q: 3 clusters Score -546914.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -546937.312500 Penalty: 4166.392578
	Iteration 113Q: 3 clusters Score -546937.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -546960.937500 Penalty: 4166.392578
	Iteration 114Q: 3 clusters Score -546960.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -546984.500000 Penalty: 4166.392578
	Iteration 115Q: 3 clusters Score -546984.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -547004.062500 Penalty: 4166.392578
	Iteration 116Q: 3 clusters Score -547004.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -547017.312500 Penalty: 4166.392578
	Iteration 117Q: 3 clusters Score -547017.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -547033.562500 Penalty: 4166.392578
	Iteration 118Q: 3 clusters Score -547033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -547046.062500 Penalty: 4166.392578
	Iteration 119Q: 3 clusters Score -547046.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -547059.000000 Penalty: 4166.392578
	Iteration 120F: 3 clusters Score -547059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -547069.562500 Penalty: 4166.392578
	Iteration 121Q: 3 clusters Score -547069.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -547077.000000 Penalty: 4166.392578
	Iteration 122Q: 3 clusters Score -547077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -547082.187500 Penalty: 4166.392578
	Iteration 123Q: 3 clusters Score -547082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -547085.812500 Penalty: 4166.392578
	Iteration 124Q: 3 clusters Score -547085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -547087.687500 Penalty: 4166.392578
	Iteration 125Q: 3 clusters Score -547087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -547090.687500 Penalty: 4166.392578
	Iteration 126Q: 3 clusters Score -547090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -547092.000000 Penalty: 4166.392578
	Iteration 127Q: 3 clusters Score -547092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -547095.625000 Penalty: 4166.392578
	Iteration 128Q: 3 clusters Score -547095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -547095.312500 Penalty: 4166.392578
	Iteration 129Q: 3 clusters Score -547095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -547095.812500 Penalty: 4166.392578
	Iteration 130Q: 3 clusters Score -547095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -547100.000000 Penalty: 4166.392578
	Iteration 131Q: 3 clusters Score -547100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -547102.312500 Penalty: 4166.392578
	Iteration 132Q: 3 clusters Score -547102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -547103.312500 Penalty: 4166.392578
	Iteration 133Q: 3 clusters Score -547103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -547103.312500 Penalty: 4166.392578
	Iteration 134F: 3 clusters Score -547103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -771774.312500 Penalty: 2175.145752
	Iteration 0F: 2 clusters Score -771774.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -766362.312500 Penalty: 4350.291504
	Iteration 0F: 3 clusters Score -766362.3 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -767971.875000 Penalty: 4350.291504
	Iteration 1F: 3 clusters Score -767971.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -768266.437500 Penalty: 4350.291504
	Iteration 2F: 3 clusters Score -768266.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -768450.875000 Penalty: 4350.291504
	Iteration 3F: 3 clusters Score -768450.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -768586.625000 Penalty: 4350.291504
	Iteration 4Q: 3 clusters Score -768586.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -768688.625000 Penalty: 4350.291504
	Iteration 5Q: 3 clusters Score -768688.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -768773.375000 Penalty: 4350.291504
	Iteration 6Q: 3 clusters Score -768773.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -768838.937500 Penalty: 4350.291504
	Iteration 7Q: 3 clusters Score -768838.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -768905.562500 Penalty: 4350.291504
	Iteration 8Q: 3 clusters Score -768905.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -768960.375000 Penalty: 4350.291504
	Iteration 9Q: 3 clusters Score -768960.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -769012.375000 Penalty: 4350.291504
	Iteration 10Q: 3 clusters Score -769012.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -769066.937500 Penalty: 4350.291504
	Iteration 11Q: 3 clusters Score -769066.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -769131.937500 Penalty: 4350.291504
	Iteration 12Q: 3 clusters Score -769131.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -769205.312500 Penalty: 4350.291504
	Iteration 13Q: 3 clusters Score -769205.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -769297.125000 Penalty: 4350.291504
	Iteration 14Q: 3 clusters Score -769297.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -769382.187500 Penalty: 4350.291504
	Iteration 15Q: 3 clusters Score -769382.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -769474.062500 Penalty: 4350.291504
	Iteration 16Q: 3 clusters Score -769474.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -769615.812500 Penalty: 4350.291504
	Iteration 17Q: 3 clusters Score -769615.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -769743.375000 Penalty: 4350.291504
	Iteration 18Q: 3 clusters Score -769743.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -769891.250000 Penalty: 4350.291504
	Iteration 19Q: 3 clusters Score -769891.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -770021.875000 Penalty: 4350.291504
	Iteration 20F: 3 clusters Score -770021.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -770087.562500 Penalty: 4350.291504
	Iteration 21Q: 3 clusters Score -770087.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -770126.062500 Penalty: 4350.291504
	Iteration 22Q: 3 clusters Score -770126.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -770150.437500 Penalty: 4350.291504
	Iteration 23Q: 3 clusters Score -770150.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -770171.250000 Penalty: 4350.291504
	Iteration 24Q: 3 clusters Score -770171.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -770183.687500 Penalty: 4350.291504
	Iteration 25Q: 3 clusters Score -770183.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -770191.625000 Penalty: 4350.291504
	Iteration 26Q: 3 clusters Score -770191.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -770193.687500 Penalty: 4350.291504
	Iteration 27Q: 3 clusters Score -770193.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -770198.687500 Penalty: 4350.291504
	Iteration 28Q: 3 clusters Score -770198.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -770204.000000 Penalty: 4350.291504
	Iteration 29Q: 3 clusters Score -770204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -770210.125000 Penalty: 4350.291504
	Iteration 30Q: 3 clusters Score -770210.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -770215.625000 Penalty: 4350.291504
	Iteration 31Q: 3 clusters Score -770215.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -770218.250000 Penalty: 4350.291504
	Iteration 32Q: 3 clusters Score -770218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -770218.625000 Penalty: 4350.291504
	Iteration 33Q: 3 clusters Score -770218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -770219.812500 Penalty: 4350.291504
	Iteration 34Q: 3 clusters Score -770219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -770221.312500 Penalty: 4350.291504
	Iteration 35Q: 3 clusters Score -770221.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -770221.750000 Penalty: 4350.291504
	Iteration 36Q: 3 clusters Score -770221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -770223.625000 Penalty: 4350.291504
	Iteration 37Q: 3 clusters Score -770223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -770223.500000 Penalty: 4350.291504
	Iteration 38Q: 3 clusters Score -770223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -770223.750000 Penalty: 4350.291504
	Iteration 39Q: 3 clusters Score -770223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -770224.812500 Penalty: 4350.291504
	Iteration 40F: 3 clusters Score -770224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -770225.875000 Penalty: 4350.291504
	Iteration 41Q: 3 clusters Score -770225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -770225.875000 Penalty: 4350.291504
	Iteration 42Q: 3 clusters Score -770225.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -770225.625000 Penalty: 4350.291504
	Iteration 43Q: 3 clusters Score -770225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -770226.937500 Penalty: 4350.291504
	Iteration 44Q: 3 clusters Score -770226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -770227.500000 Penalty: 4350.291504
	Iteration 45Q: 3 clusters Score -770227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -770227.500000 Penalty: 4350.291504
	Iteration 46F: 3 clusters Score -770227.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -158357.218750 Penalty: 1793.359131
	Iteration 0F: 2 clusters Score -158357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -156424.187500 Penalty: 3586.718262
	Iteration 0F: 3 clusters Score -156424.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -157399.578125 Penalty: 3586.718262
	Iteration 1F: 3 clusters Score -157399.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -158055.859375 Penalty: 3586.718262
	Iteration 2F: 3 clusters Score -158055.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -158395.500000 Penalty: 3586.718262
	Iteration 3F: 3 clusters Score -158395.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -158685.015625 Penalty: 3586.718262
	Iteration 4F: 3 clusters Score -158685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -158889.421875 Penalty: 3586.718262
	Iteration 5Q: 3 clusters Score -158889.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -159066.015625 Penalty: 3586.718262
	Iteration 6Q: 3 clusters Score -159066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -159171.406250 Penalty: 3586.718262
	Iteration 7Q: 3 clusters Score -159171.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -159241.500000 Penalty: 3586.718262
	Iteration 8Q: 3 clusters Score -159241.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -159272.968750 Penalty: 3586.718262
	Iteration 9Q: 3 clusters Score -159273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -159279.609375 Penalty: 3586.718262
	Iteration 10Q: 3 clusters Score -159279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -159284.640625 Penalty: 3586.718262
	Iteration 11Q: 3 clusters Score -159284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -159284.640625 Penalty: 3586.718262
	Iteration 12F: 3 clusters Score -159284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 3200 members 
Mstep: Class 10 contains 13741 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 156016 members 
Mstep: Class 17 contains 22676 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 11764 members 
Entering Unmasked Estep 
Score: -42872200.000000 Penalty: 59960.500000
Splitting cluster 6 changes total score from -42872584.000000 to -42872200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (11681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Entering Unmasked Estep 
Score: -1489149.875000 Penalty: 2322.698242
	Iteration 0F: 2 clusters Score -1489150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1480430.625000 Penalty: 4645.396484
	Iteration 0F: 3 clusters Score -1480431 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1482989.625000 Penalty: 4645.396484
	Iteration 1F: 3 clusters Score -1482990 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1483282.250000 Penalty: 4645.396484
	Iteration 2F: 3 clusters Score -1483282 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1483480.000000 Penalty: 4645.396484
	Iteration 3Q: 3 clusters Score -1483480 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1483646.000000 Penalty: 4645.396484
	Iteration 4Q: 3 clusters Score -1483646 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1483769.250000 Penalty: 4645.396484
	Iteration 5Q: 3 clusters Score -1483769 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1483874.250000 Penalty: 4645.396484
	Iteration 6Q: 3 clusters Score -1483874 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1483964.125000 Penalty: 4645.396484
	Iteration 7Q: 3 clusters Score -1483964 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1484042.750000 Penalty: 4645.396484
	Iteration 8Q: 3 clusters Score -1484043 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1484129.250000 Penalty: 4645.396484
	Iteration 9Q: 3 clusters Score -1484129 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1484222.125000 Penalty: 4645.396484
	Iteration 10Q: 3 clusters Score -1484222 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1484353.000000 Penalty: 4645.396484
	Iteration 11Q: 3 clusters Score -1484353 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1484494.250000 Penalty: 4645.396484
	Iteration 12Q: 3 clusters Score -1484494 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1484654.625000 Penalty: 4645.396484
	Iteration 13Q: 3 clusters Score -1484655 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1484858.625000 Penalty: 4645.396484
	Iteration 14Q: 3 clusters Score -1484859 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1485088.500000 Penalty: 4645.396484
	Iteration 15Q: 3 clusters Score -1485088 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1485295.625000 Penalty: 4645.396484
	Iteration 16Q: 3 clusters Score -1485296 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1485501.750000 Penalty: 4645.396484
	Iteration 17Q: 3 clusters Score -1485502 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1485719.750000 Penalty: 4645.396484
	Iteration 18Q: 3 clusters Score -1485720 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1485933.375000 Penalty: 4645.396484
	Iteration 19Q: 3 clusters Score -1485933 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1486104.250000 Penalty: 4645.396484
	Iteration 20F: 3 clusters Score -1486104 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1486242.500000 Penalty: 4645.396484
	Iteration 21Q: 3 clusters Score -1486242 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1486345.875000 Penalty: 4645.396484
	Iteration 22Q: 3 clusters Score -1486346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1486442.875000 Penalty: 4645.396484
	Iteration 23Q: 3 clusters Score -1486443 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1486521.875000 Penalty: 4645.396484
	Iteration 24Q: 3 clusters Score -1486522 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1486586.750000 Penalty: 4645.396484
	Iteration 25Q: 3 clusters Score -1486587 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1486656.750000 Penalty: 4645.396484
	Iteration 26Q: 3 clusters Score -1486657 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1486717.250000 Penalty: 4645.396484
	Iteration 27Q: 3 clusters Score -1486717 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1486779.250000 Penalty: 4645.396484
	Iteration 28Q: 3 clusters Score -1486779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1486828.750000 Penalty: 4645.396484
	Iteration 29Q: 3 clusters Score -1486829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1486862.875000 Penalty: 4645.396484
	Iteration 30Q: 3 clusters Score -1486863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1486890.500000 Penalty: 4645.396484
	Iteration 31Q: 3 clusters Score -1486890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1486915.125000 Penalty: 4645.396484
	Iteration 32Q: 3 clusters Score -1486915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1486933.125000 Penalty: 4645.396484
	Iteration 33Q: 3 clusters Score -1486933 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1486957.250000 Penalty: 4645.396484
	Iteration 34Q: 3 clusters Score -1486957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1486971.000000 Penalty: 4645.396484
	Iteration 35Q: 3 clusters Score -1486971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1486989.000000 Penalty: 4645.396484
	Iteration 36Q: 3 clusters Score -1486989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1487013.375000 Penalty: 4645.396484
	Iteration 37Q: 3 clusters Score -1487013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1487038.750000 Penalty: 4645.396484
	Iteration 38Q: 3 clusters Score -1487039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1487055.875000 Penalty: 4645.396484
	Iteration 39Q: 3 clusters Score -1487056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1487071.625000 Penalty: 4645.396484
	Iteration 40F: 3 clusters Score -1487072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1487079.125000 Penalty: 4645.396484
	Iteration 41Q: 3 clusters Score -1487079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1487088.000000 Penalty: 4645.396484
	Iteration 42Q: 3 clusters Score -1487088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1487089.000000 Penalty: 4645.396484
	Iteration 43Q: 3 clusters Score -1487089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1487094.875000 Penalty: 4645.396484
	Iteration 44Q: 3 clusters Score -1487095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1487096.625000 Penalty: 4645.396484
	Iteration 45Q: 3 clusters Score -1487097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1487105.375000 Penalty: 4645.396484
	Iteration 46Q: 3 clusters Score -1487105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1487114.000000 Penalty: 4645.396484
	Iteration 47Q: 3 clusters Score -1487114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1487120.625000 Penalty: 4645.396484
	Iteration 48Q: 3 clusters Score -1487121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1487131.875000 Penalty: 4645.396484
	Iteration 49Q: 3 clusters Score -1487132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1487134.750000 Penalty: 4645.396484
	Iteration 50Q: 3 clusters Score -1487135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1487140.625000 Penalty: 4645.396484
	Iteration 51Q: 3 clusters Score -1487141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1487145.750000 Penalty: 4645.396484
	Iteration 52Q: 3 clusters Score -1487146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1487151.500000 Penalty: 4645.396484
	Iteration 53Q: 3 clusters Score -1487152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1487152.625000 Penalty: 4645.396484
	Iteration 54Q: 3 clusters Score -1487153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1487161.750000 Penalty: 4645.396484
	Iteration 55Q: 3 clusters Score -1487162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1487164.000000 Penalty: 4645.396484
	Iteration 56Q: 3 clusters Score -1487164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1487165.875000 Penalty: 4645.396484
	Iteration 57Q: 3 clusters Score -1487166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1487173.125000 Penalty: 4645.396484
	Iteration 58Q: 3 clusters Score -1487173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1487179.250000 Penalty: 4645.396484
	Iteration 59Q: 3 clusters Score -1487179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1487180.375000 Penalty: 4645.396484
	Iteration 60F: 3 clusters Score -1487180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1487190.875000 Penalty: 4645.396484
	Iteration 61Q: 3 clusters Score -1487191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1487199.250000 Penalty: 4645.396484
	Iteration 62Q: 3 clusters Score -1487199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1487215.000000 Penalty: 4645.396484
	Iteration 63Q: 3 clusters Score -1487215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1487220.500000 Penalty: 4645.396484
	Iteration 64Q: 3 clusters Score -1487220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1487231.250000 Penalty: 4645.396484
	Iteration 65Q: 3 clusters Score -1487231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1487236.250000 Penalty: 4645.396484
	Iteration 66Q: 3 clusters Score -1487236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1487240.250000 Penalty: 4645.396484
	Iteration 67Q: 3 clusters Score -1487240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1487249.500000 Penalty: 4645.396484
	Iteration 68Q: 3 clusters Score -1487250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1487254.750000 Penalty: 4645.396484
	Iteration 69Q: 3 clusters Score -1487255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1487262.500000 Penalty: 4645.396484
	Iteration 70Q: 3 clusters Score -1487262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1487272.625000 Penalty: 4645.396484
	Iteration 71Q: 3 clusters Score -1487273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1487286.125000 Penalty: 4645.396484
	Iteration 72Q: 3 clusters Score -1487286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1487303.375000 Penalty: 4645.396484
	Iteration 73Q: 3 clusters Score -1487303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1487324.250000 Penalty: 4645.396484
	Iteration 74Q: 3 clusters Score -1487324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1487347.250000 Penalty: 4645.396484
	Iteration 75Q: 3 clusters Score -1487347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1487369.500000 Penalty: 4645.396484
	Iteration 76Q: 3 clusters Score -1487370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1487392.125000 Penalty: 4645.396484
	Iteration 77Q: 3 clusters Score -1487392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1487401.875000 Penalty: 4645.396484
	Iteration 78Q: 3 clusters Score -1487402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1487418.625000 Penalty: 4645.396484
	Iteration 79Q: 3 clusters Score -1487419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1487431.000000 Penalty: 4645.396484
	Iteration 80F: 3 clusters Score -1487431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1487445.125000 Penalty: 4645.396484
	Iteration 81Q: 3 clusters Score -1487445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1487450.125000 Penalty: 4645.396484
	Iteration 82Q: 3 clusters Score -1487450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1487470.625000 Penalty: 4645.396484
	Iteration 83Q: 3 clusters Score -1487471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1487477.375000 Penalty: 4645.396484
	Iteration 84Q: 3 clusters Score -1487477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1487486.000000 Penalty: 4645.396484
	Iteration 85Q: 3 clusters Score -1487486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1487502.250000 Penalty: 4645.396484
	Iteration 86Q: 3 clusters Score -1487502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1487509.250000 Penalty: 4645.396484
	Iteration 87Q: 3 clusters Score -1487509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1487519.500000 Penalty: 4645.396484
	Iteration 88Q: 3 clusters Score -1487520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1487523.000000 Penalty: 4645.396484
	Iteration 89Q: 3 clusters Score -1487523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1487530.500000 Penalty: 4645.396484
	Iteration 90Q: 3 clusters Score -1487530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1487539.375000 Penalty: 4645.396484
	Iteration 91Q: 3 clusters Score -1487539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1487542.125000 Penalty: 4645.396484
	Iteration 92Q: 3 clusters Score -1487542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1487544.375000 Penalty: 4645.396484
	Iteration 93Q: 3 clusters Score -1487544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1487547.625000 Penalty: 4645.396484
	Iteration 94Q: 3 clusters Score -1487548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1487553.875000 Penalty: 4645.396484
	Iteration 95Q: 3 clusters Score -1487554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1487561.875000 Penalty: 4645.396484
	Iteration 96Q: 3 clusters Score -1487562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1487563.375000 Penalty: 4645.396484
	Iteration 97Q: 3 clusters Score -1487563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1487568.000000 Penalty: 4645.396484
	Iteration 98Q: 3 clusters Score -1487568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1487573.125000 Penalty: 4645.396484
	Iteration 99Q: 3 clusters Score -1487573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1487575.625000 Penalty: 4645.396484
	Iteration 100F: 3 clusters Score -1487576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1487580.750000 Penalty: 4645.396484
	Iteration 101Q: 3 clusters Score -1487581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1487586.250000 Penalty: 4645.396484
	Iteration 102Q: 3 clusters Score -1487586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1487586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1487590.125000 Penalty: 4645.396484
	Iteration 104Q: 3 clusters Score -1487590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1487594.750000 Penalty: 4645.396484
	Iteration 105Q: 3 clusters Score -1487595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1487599.500000 Penalty: 4645.396484
	Iteration 106Q: 3 clusters Score -1487600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1487605.000000 Penalty: 4645.396484
	Iteration 107Q: 3 clusters Score -1487605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1487606.125000 Penalty: 4645.396484
	Iteration 108Q: 3 clusters Score -1487606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1487608.625000 Penalty: 4645.396484
	Iteration 109Q: 3 clusters Score -1487609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1487608.500000 Penalty: 4645.396484
	Iteration 110Q: 3 clusters Score -1487608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1487620.000000 Penalty: 4645.396484
	Iteration 111Q: 3 clusters Score -1487620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1487625.625000 Penalty: 4645.396484
	Iteration 112Q: 3 clusters Score -1487626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1487623.375000 Penalty: 4645.396484
	Iteration 113Q: 3 clusters Score -1487623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1487626.125000 Penalty: 4645.396484
	Iteration 114Q: 3 clusters Score -1487626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1487628.875000 Penalty: 4645.396484
	Iteration 115Q: 3 clusters Score -1487629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1487628.500000 Penalty: 4645.396484
	Iteration 116Q: 3 clusters Score -1487628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1487630.875000 Penalty: 4645.396484
	Iteration 117Q: 3 clusters Score -1487631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1487636.125000 Penalty: 4645.396484
	Iteration 118Q: 3 clusters Score -1487636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1487641.375000 Penalty: 4645.396484
	Iteration 119Q: 3 clusters Score -1487641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1487646.625000 Penalty: 4645.396484
	Iteration 120F: 3 clusters Score -1487647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1487650.125000 Penalty: 4645.396484
	Iteration 121Q: 3 clusters Score -1487650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1487657.500000 Penalty: 4645.396484
	Iteration 122Q: 3 clusters Score -1487658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1487661.000000 Penalty: 4645.396484
	Iteration 123Q: 3 clusters Score -1487661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1487658.875000 Penalty: 4645.396484
	Iteration 124Q: 3 clusters Score -1487659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1487662.500000 Penalty: 4645.396484
	Iteration 125Q: 3 clusters Score -1487662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1487668.125000 Penalty: 4645.396484
	Iteration 126Q: 3 clusters Score -1487668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1487671.375000 Penalty: 4645.396484
	Iteration 127Q: 3 clusters Score -1487671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1487674.875000 Penalty: 4645.396484
	Iteration 128Q: 3 clusters Score -1487675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1487672.500000 Penalty: 4645.396484
	Iteration 129Q: 3 clusters Score -1487672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1487680.375000 Penalty: 4645.396484
	Iteration 130Q: 3 clusters Score -1487680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1487684.750000 Penalty: 4645.396484
	Iteration 131Q: 3 clusters Score -1487685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1487685.500000 Penalty: 4645.396484
	Iteration 132Q: 3 clusters Score -1487686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1487685.875000 Penalty: 4645.396484
	Iteration 133Q: 3 clusters Score -1487686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1487685.250000 Penalty: 4645.396484
	Iteration 134Q: 3 clusters Score -1487685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1487688.000000 Penalty: 4645.396484
	Iteration 135Q: 3 clusters Score -1487688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1487690.625000 Penalty: 4645.396484
	Iteration 136Q: 3 clusters Score -1487691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1487692.000000 Penalty: 4645.396484
	Iteration 137Q: 3 clusters Score -1487692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1487696.875000 Penalty: 4645.396484
	Iteration 138Q: 3 clusters Score -1487697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1487701.125000 Penalty: 4645.396484
	Iteration 139Q: 3 clusters Score -1487701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1487701.750000 Penalty: 4645.396484
	Iteration 140F: 3 clusters Score -1487702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1487705.625000 Penalty: 4645.396484
	Iteration 141Q: 3 clusters Score -1487706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1487709.250000 Penalty: 4645.396484
	Iteration 142Q: 3 clusters Score -1487709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1487712.000000 Penalty: 4645.396484
	Iteration 143Q: 3 clusters Score -1487712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1487712.625000 Penalty: 4645.396484
	Iteration 144Q: 3 clusters Score -1487713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1487719.000000 Penalty: 4645.396484
	Iteration 145Q: 3 clusters Score -1487719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1487722.000000 Penalty: 4645.396484
	Iteration 146Q: 3 clusters Score -1487722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1487720.750000 Penalty: 4645.396484
	Iteration 147Q: 3 clusters Score -1487721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1487723.875000 Penalty: 4645.396484
	Iteration 148Q: 3 clusters Score -1487724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1487729.250000 Penalty: 4645.396484
	Iteration 149Q: 3 clusters Score -1487729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1487730.750000 Penalty: 4645.396484
	Iteration 150Q: 3 clusters Score -1487731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1487730.750000 Penalty: 4645.396484
	Iteration 151Q: 3 clusters Score -1487731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1487730.875000 Penalty: 4645.396484
	Iteration 152Q: 3 clusters Score -1487731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1487724.875000 Penalty: 4645.396484
	Iteration 153Q: 3 clusters Score -1487725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1487732.750000 Penalty: 4645.396484
	Iteration 154Q: 3 clusters Score -1487733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1487732.000000 Penalty: 4645.396484
	Iteration 155Q: 3 clusters Score -1487732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1487733.625000 Penalty: 4645.396484
	Iteration 156Q: 3 clusters Score -1487734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1487735.250000 Penalty: 4645.396484
	Iteration 157Q: 3 clusters Score -1487735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1487739.000000 Penalty: 4645.396484
	Iteration 158Q: 3 clusters Score -1487739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1487738.000000 Penalty: 4645.396484
	Iteration 159Q: 3 clusters Score -1487738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1487739.250000 Penalty: 4645.396484
	Iteration 160F: 3 clusters Score -1487739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Entering Unmasked Estep 
Score: -1669008.875000 Penalty: 2342.462402
	Iteration 0F: 2 clusters Score -1669009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1659659.750000 Penalty: 4684.924805
	Iteration 0F: 3 clusters Score -1659660 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1662476.750000 Penalty: 4684.924805
	Iteration 1F: 3 clusters Score -1662477 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1662805.250000 Penalty: 4684.924805
	Iteration 2F: 3 clusters Score -1662805 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1663029.125000 Penalty: 4684.924805
	Iteration 3Q: 3 clusters Score -1663029 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1663195.625000 Penalty: 4684.924805
	Iteration 4Q: 3 clusters Score -1663196 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1663316.625000 Penalty: 4684.924805
	Iteration 5Q: 3 clusters Score -1663317 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1663404.250000 Penalty: 4684.924805
	Iteration 6Q: 3 clusters Score -1663404 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1663469.375000 Penalty: 4684.924805
	Iteration 7Q: 3 clusters Score -1663469 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1663549.125000 Penalty: 4684.924805
	Iteration 8Q: 3 clusters Score -1663549 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1663627.125000 Penalty: 4684.924805
	Iteration 9Q: 3 clusters Score -1663627 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1663709.000000 Penalty: 4684.924805
	Iteration 10Q: 3 clusters Score -1663709 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1663805.125000 Penalty: 4684.924805
	Iteration 11Q: 3 clusters Score -1663805 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1663932.375000 Penalty: 4684.924805
	Iteration 12Q: 3 clusters Score -1663932 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1664103.875000 Penalty: 4684.924805
	Iteration 13Q: 3 clusters Score -1664104 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1664289.750000 Penalty: 4684.924805
	Iteration 14Q: 3 clusters Score -1664290 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1664521.750000 Penalty: 4684.924805
	Iteration 15Q: 3 clusters Score -1664522 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1664791.500000 Penalty: 4684.924805
	Iteration 16Q: 3 clusters Score -1664792 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1665144.500000 Penalty: 4684.924805
	Iteration 17Q: 3 clusters Score -1665144 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1665560.000000 Penalty: 4684.924805
	Iteration 18Q: 3 clusters Score -1665560 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1665985.375000 Penalty: 4684.924805
	Iteration 19Q: 3 clusters Score -1665985 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1666318.500000 Penalty: 4684.924805
	Iteration 20F: 3 clusters Score -1666318 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1666567.500000 Penalty: 4684.924805
	Iteration 21Q: 3 clusters Score -1666568 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1666728.625000 Penalty: 4684.924805
	Iteration 22Q: 3 clusters Score -1666729 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1666808.750000 Penalty: 4684.924805
	Iteration 23Q: 3 clusters Score -1666809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1666853.750000 Penalty: 4684.924805
	Iteration 24Q: 3 clusters Score -1666854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1666896.875000 Penalty: 4684.924805
	Iteration 25Q: 3 clusters Score -1666897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1666924.250000 Penalty: 4684.924805
	Iteration 26Q: 3 clusters Score -1666924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1666935.375000 Penalty: 4684.924805
	Iteration 27Q: 3 clusters Score -1666935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1666955.000000 Penalty: 4684.924805
	Iteration 28Q: 3 clusters Score -1666955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1666971.750000 Penalty: 4684.924805
	Iteration 29Q: 3 clusters Score -1666972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1666989.500000 Penalty: 4684.924805
	Iteration 30Q: 3 clusters Score -1666990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1666997.750000 Penalty: 4684.924805
	Iteration 31Q: 3 clusters Score -1666998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1667006.125000 Penalty: 4684.924805
	Iteration 32Q: 3 clusters Score -1667006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1667013.750000 Penalty: 4684.924805
	Iteration 33Q: 3 clusters Score -1667014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1667021.500000 Penalty: 4684.924805
	Iteration 34Q: 3 clusters Score -1667022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1667027.625000 Penalty: 4684.924805
	Iteration 35Q: 3 clusters Score -1667028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1667035.625000 Penalty: 4684.924805
	Iteration 36Q: 3 clusters Score -1667036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1667039.375000 Penalty: 4684.924805
	Iteration 37Q: 3 clusters Score -1667039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1667041.375000 Penalty: 4684.924805
	Iteration 38Q: 3 clusters Score -1667041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1667044.625000 Penalty: 4684.924805
	Iteration 39Q: 3 clusters Score -1667045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1667044.500000 Penalty: 4684.924805
	Iteration 40F: 3 clusters Score -1667044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -391121.531250 Penalty: 2001.584595
	Iteration 0F: 2 clusters Score -391121.5 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 1643 members 
Entering Unmasked Estep 
Score: -387751.750000 Penalty: 4003.169189
	Iteration 0F: 3 clusters Score -387751.8 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -388482.500000 Penalty: 4003.169189
	Iteration 1F: 3 clusters Score -388482.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -388733.968750 Penalty: 4003.169189
	Iteration 2F: 3 clusters Score -388734 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -388958.812500 Penalty: 4003.169189
	Iteration 3F: 3 clusters Score -388958.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -389232.781250 Penalty: 4003.169189
	Iteration 4F: 3 clusters Score -389232.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -389609.468750 Penalty: 4003.169189
	Iteration 5F: 3 clusters Score -389609.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -389942.281250 Penalty: 4003.169189
	Iteration 6F: 3 clusters Score -389942.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -390209.968750 Penalty: 4003.169189
	Iteration 7F: 3 clusters Score -390210 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -390421.906250 Penalty: 4003.169189
	Iteration 8Q: 3 clusters Score -390421.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -390567.937500 Penalty: 4003.169189
	Iteration 9Q: 3 clusters Score -390567.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -390665.468750 Penalty: 4003.169189
	Iteration 10Q: 3 clusters Score -390665.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -390763.843750 Penalty: 4003.169189
	Iteration 11Q: 3 clusters Score -390763.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -390837.687500 Penalty: 4003.169189
	Iteration 12Q: 3 clusters Score -390837.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -390916.562500 Penalty: 4003.169189
	Iteration 13Q: 3 clusters Score -390916.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -390979.406250 Penalty: 4003.169189
	Iteration 14Q: 3 clusters Score -390979.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -391045.500000 Penalty: 4003.169189
	Iteration 15Q: 3 clusters Score -391045.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -391105.875000 Penalty: 4003.169189
	Iteration 16Q: 3 clusters Score -391105.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -391138.406250 Penalty: 4003.169189
	Iteration 17Q: 3 clusters Score -391138.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -391157.593750 Penalty: 4003.169189
	Iteration 18Q: 3 clusters Score -391157.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -391167.937500 Penalty: 4003.169189
	Iteration 19Q: 3 clusters Score -391167.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -391181.250000 Penalty: 4003.169189
	Iteration 20F: 3 clusters Score -391181.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -391190.156250 Penalty: 4003.169189
	Iteration 21Q: 3 clusters Score -391190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -391193.625000 Penalty: 4003.169189
	Iteration 22Q: 3 clusters Score -391193.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -391197.031250 Penalty: 4003.169189
	Iteration 23Q: 3 clusters Score -391197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -391200.875000 Penalty: 4003.169189
	Iteration 24Q: 3 clusters Score -391200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -391204.593750 Penalty: 4003.169189
	Iteration 25Q: 3 clusters Score -391204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -391209.656250 Penalty: 4003.169189
	Iteration 26Q: 3 clusters Score -391209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -391212.687500 Penalty: 4003.169189
	Iteration 27Q: 3 clusters Score -391212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -391214.250000 Penalty: 4003.169189
	Iteration 28Q: 3 clusters Score -391214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -391214.906250 Penalty: 4003.169189
	Iteration 29Q: 3 clusters Score -391214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -391215.375000 Penalty: 4003.169189
	Iteration 30Q: 3 clusters Score -391215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -391217.437500 Penalty: 4003.169189
	Iteration 31Q: 3 clusters Score -391217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -391218.250000 Penalty: 4003.169189
	Iteration 32Q: 3 clusters Score -391218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -391218.656250 Penalty: 4003.169189
	Iteration 33Q: 3 clusters Score -391218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -391219.093750 Penalty: 4003.169189
	Iteration 34Q: 3 clusters Score -391219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -391219.093750 Penalty: 4003.169189
	Iteration 35F: 3 clusters Score -391219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 13741 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 156016 members 
Mstep: Class 17 contains 22676 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 11764 members 
Entering Unmasked Estep 
Score: -42871520.000000 Penalty: 59960.500000
Splitting cluster 9 changes total score from -42872584.000000 to -42871520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1766764.375000 Penalty: 2362.978516
	Iteration 0F: 2 clusters Score -1766764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1756664.875000 Penalty: 4725.957031
	Iteration 0F: 3 clusters Score -1756665 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1759788.125000 Penalty: 4725.957031
	Iteration 1F: 3 clusters Score -1759788 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1760196.500000 Penalty: 4725.957031
	Iteration 2F: 3 clusters Score -1760196 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1760589.125000 Penalty: 4725.957031
	Iteration 3F: 3 clusters Score -1760589 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1760923.375000 Penalty: 4725.957031
	Iteration 4F: 3 clusters Score -1760923 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1761191.375000 Penalty: 4725.957031
	Iteration 5Q: 3 clusters Score -1761191 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1761433.500000 Penalty: 4725.957031
	Iteration 6Q: 3 clusters Score -1761434 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1761693.125000 Penalty: 4725.957031
	Iteration 7Q: 3 clusters Score -1761693 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1761932.625000 Penalty: 4725.957031
	Iteration 8Q: 3 clusters Score -1761933 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1762169.750000 Penalty: 4725.957031
	Iteration 9Q: 3 clusters Score -1762170 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1762368.750000 Penalty: 4725.957031
	Iteration 10Q: 3 clusters Score -1762369 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1762577.500000 Penalty: 4725.957031
	Iteration 11Q: 3 clusters Score -1762578 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1762759.625000 Penalty: 4725.957031
	Iteration 12Q: 3 clusters Score -1762760 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1762925.000000 Penalty: 4725.957031
	Iteration 13Q: 3 clusters Score -1762925 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1763059.500000 Penalty: 4725.957031
	Iteration 14Q: 3 clusters Score -1763060 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1763148.625000 Penalty: 4725.957031
	Iteration 15Q: 3 clusters Score -1763149 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1763220.625000 Penalty: 4725.957031
	Iteration 16Q: 3 clusters Score -1763221 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1763284.625000 Penalty: 4725.957031
	Iteration 17Q: 3 clusters Score -1763285 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1763346.500000 Penalty: 4725.957031
	Iteration 18Q: 3 clusters Score -1763346 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1763395.125000 Penalty: 4725.957031
	Iteration 19Q: 3 clusters Score -1763395 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1763464.500000 Penalty: 4725.957031
	Iteration 20F: 3 clusters Score -1763464 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1763534.750000 Penalty: 4725.957031
	Iteration 21Q: 3 clusters Score -1763535 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1763601.750000 Penalty: 4725.957031
	Iteration 22Q: 3 clusters Score -1763602 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1763684.625000 Penalty: 4725.957031
	Iteration 23Q: 3 clusters Score -1763685 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1763764.750000 Penalty: 4725.957031
	Iteration 24Q: 3 clusters Score -1763765 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1763870.500000 Penalty: 4725.957031
	Iteration 25Q: 3 clusters Score -1763870 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1764000.000000 Penalty: 4725.957031
	Iteration 26Q: 3 clusters Score -1764000 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1764146.125000 Penalty: 4725.957031
	Iteration 27Q: 3 clusters Score -1764146 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1764308.500000 Penalty: 4725.957031
	Iteration 28Q: 3 clusters Score -1764308 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1764469.250000 Penalty: 4725.957031
	Iteration 29Q: 3 clusters Score -1764469 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1764611.500000 Penalty: 4725.957031
	Iteration 30Q: 3 clusters Score -1764612 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1764739.125000 Penalty: 4725.957031
	Iteration 31Q: 3 clusters Score -1764739 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1764847.125000 Penalty: 4725.957031
	Iteration 32Q: 3 clusters Score -1764847 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1764934.000000 Penalty: 4725.957031
	Iteration 33Q: 3 clusters Score -1764934 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1765001.750000 Penalty: 4725.957031
	Iteration 34Q: 3 clusters Score -1765002 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1765049.125000 Penalty: 4725.957031
	Iteration 35Q: 3 clusters Score -1765049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1765098.500000 Penalty: 4725.957031
	Iteration 36Q: 3 clusters Score -1765098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1765140.750000 Penalty: 4725.957031
	Iteration 37Q: 3 clusters Score -1765141 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1765177.250000 Penalty: 4725.957031
	Iteration 38Q: 3 clusters Score -1765177 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1765196.500000 Penalty: 4725.957031
	Iteration 39Q: 3 clusters Score -1765196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1765227.250000 Penalty: 4725.957031
	Iteration 40F: 3 clusters Score -1765227 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1765250.250000 Penalty: 4725.957031
	Iteration 41Q: 3 clusters Score -1765250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1765276.250000 Penalty: 4725.957031
	Iteration 42Q: 3 clusters Score -1765276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1765301.250000 Penalty: 4725.957031
	Iteration 43Q: 3 clusters Score -1765301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1765322.250000 Penalty: 4725.957031
	Iteration 44Q: 3 clusters Score -1765322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1765337.000000 Penalty: 4725.957031
	Iteration 45Q: 3 clusters Score -1765337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1765355.250000 Penalty: 4725.957031
	Iteration 46Q: 3 clusters Score -1765355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1765363.500000 Penalty: 4725.957031
	Iteration 47Q: 3 clusters Score -1765364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1765377.750000 Penalty: 4725.957031
	Iteration 48Q: 3 clusters Score -1765378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1765397.125000 Penalty: 4725.957031
	Iteration 49Q: 3 clusters Score -1765397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1765423.250000 Penalty: 4725.957031
	Iteration 50Q: 3 clusters Score -1765423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1765453.500000 Penalty: 4725.957031
	Iteration 51Q: 3 clusters Score -1765454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1765495.250000 Penalty: 4725.957031
	Iteration 52Q: 3 clusters Score -1765495 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1765556.000000 Penalty: 4725.957031
	Iteration 53Q: 3 clusters Score -1765556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1765611.875000 Penalty: 4725.957031
	Iteration 54Q: 3 clusters Score -1765612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1765666.375000 Penalty: 4725.957031
	Iteration 55Q: 3 clusters Score -1765666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1765705.625000 Penalty: 4725.957031
	Iteration 56Q: 3 clusters Score -1765706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1765734.750000 Penalty: 4725.957031
	Iteration 57Q: 3 clusters Score -1765735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1765761.125000 Penalty: 4725.957031
	Iteration 58Q: 3 clusters Score -1765761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1765771.375000 Penalty: 4725.957031
	Iteration 59Q: 3 clusters Score -1765771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1765778.125000 Penalty: 4725.957031
	Iteration 60F: 3 clusters Score -1765778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1765780.250000 Penalty: 4725.957031
	Iteration 61Q: 3 clusters Score -1765780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1765782.875000 Penalty: 4725.957031
	Iteration 62Q: 3 clusters Score -1765783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1765788.125000 Penalty: 4725.957031
	Iteration 63Q: 3 clusters Score -1765788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1765786.250000 Penalty: 4725.957031
	Iteration 64Q: 3 clusters Score -1765786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1765786.375000 Penalty: 4725.957031
	Iteration 65Q: 3 clusters Score -1765786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1765788.250000 Penalty: 4725.957031
	Iteration 66Q: 3 clusters Score -1765788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1765788.250000 Penalty: 4725.957031
	Iteration 67F: 3 clusters Score -1765788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Entering Unmasked Estep 
Score: -460778.468750 Penalty: 2032.442749
	Iteration 0F: 2 clusters Score -460778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -457157.656250 Penalty: 4064.885498
	Iteration 0F: 3 clusters Score -457157.7 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -457919.562500 Penalty: 4064.885498
	Iteration 1F: 3 clusters Score -457919.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -458087.531250 Penalty: 4064.885498
	Iteration 2F: 3 clusters Score -458087.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -458187.906250 Penalty: 4064.885498
	Iteration 3Q: 3 clusters Score -458187.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -458256.625000 Penalty: 4064.885498
	Iteration 4Q: 3 clusters Score -458256.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -458296.906250 Penalty: 4064.885498
	Iteration 5Q: 3 clusters Score -458296.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -458325.812500 Penalty: 4064.885498
	Iteration 6Q: 3 clusters Score -458325.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -458343.812500 Penalty: 4064.885498
	Iteration 7Q: 3 clusters Score -458343.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -458363.125000 Penalty: 4064.885498
	Iteration 8Q: 3 clusters Score -458363.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -458378.187500 Penalty: 4064.885498
	Iteration 9Q: 3 clusters Score -458378.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -458389.093750 Penalty: 4064.885498
	Iteration 10Q: 3 clusters Score -458389.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -458398.500000 Penalty: 4064.885498
	Iteration 11Q: 3 clusters Score -458398.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -458404.687500 Penalty: 4064.885498
	Iteration 12Q: 3 clusters Score -458404.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -458408.000000 Penalty: 4064.885498
	Iteration 13Q: 3 clusters Score -458408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -458413.656250 Penalty: 4064.885498
	Iteration 14Q: 3 clusters Score -458413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -458414.468750 Penalty: 4064.885498
	Iteration 15Q: 3 clusters Score -458414.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -458416.500000 Penalty: 4064.885498
	Iteration 16Q: 3 clusters Score -458416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -458417.687500 Penalty: 4064.885498
	Iteration 17Q: 3 clusters Score -458417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -458418.531250 Penalty: 4064.885498
	Iteration 18Q: 3 clusters Score -458418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -458419.187500 Penalty: 4064.885498
	Iteration 19Q: 3 clusters Score -458419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -458420.218750 Penalty: 4064.885498
	Iteration 20F: 3 clusters Score -458420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -458420.906250 Penalty: 4064.885498
	Iteration 21Q: 3 clusters Score -458420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -458420.906250 Penalty: 4064.885498
	Iteration 22F: 3 clusters Score -458420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -244275.609375 Penalty: 1865.823364
	Iteration 0F: 2 clusters Score -244275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -241760.828125 Penalty: 3731.646729
	Iteration 0F: 3 clusters Score -241760.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242294.593750 Penalty: 3731.646729
	Iteration 1F: 3 clusters Score -242294.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -242458.359375 Penalty: 3731.646729
	Iteration 2F: 3 clusters Score -242458.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -242550.203125 Penalty: 3731.646729
	Iteration 3Q: 3 clusters Score -242550.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -242607.171875 Penalty: 3731.646729
	Iteration 4Q: 3 clusters Score -242607.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -242654.953125 Penalty: 3731.646729
	Iteration 5Q: 3 clusters Score -242655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242684.390625 Penalty: 3731.646729
	Iteration 6Q: 3 clusters Score -242684.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -242728.890625 Penalty: 3731.646729
	Iteration 7Q: 3 clusters Score -242728.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -242754.218750 Penalty: 3731.646729
	Iteration 8Q: 3 clusters Score -242754.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -242777.953125 Penalty: 3731.646729
	Iteration 9Q: 3 clusters Score -242778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -242800.359375 Penalty: 3731.646729
	Iteration 10Q: 3 clusters Score -242800.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242816.453125 Penalty: 3731.646729
	Iteration 11Q: 3 clusters Score -242816.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -242822.265625 Penalty: 3731.646729
	Iteration 12Q: 3 clusters Score -242822.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -242832.250000 Penalty: 3731.646729
	Iteration 13Q: 3 clusters Score -242832.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -242848.218750 Penalty: 3731.646729
	Iteration 14Q: 3 clusters Score -242848.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -242862.171875 Penalty: 3731.646729
	Iteration 15Q: 3 clusters Score -242862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -242867.281250 Penalty: 3731.646729
	Iteration 16Q: 3 clusters Score -242867.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242871.890625 Penalty: 3731.646729
	Iteration 17Q: 3 clusters Score -242871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -242875.343750 Penalty: 3731.646729
	Iteration 18Q: 3 clusters Score -242875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -242878.078125 Penalty: 3731.646729
	Iteration 19Q: 3 clusters Score -242878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -242882.296875 Penalty: 3731.646729
	Iteration 20F: 3 clusters Score -242882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242884.281250 Penalty: 3731.646729
	Iteration 21Q: 3 clusters Score -242884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242886.437500 Penalty: 3731.646729
	Iteration 22Q: 3 clusters Score -242886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -242888.796875 Penalty: 3731.646729
	Iteration 23Q: 3 clusters Score -242888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242891.500000 Penalty: 3731.646729
	Iteration 24Q: 3 clusters Score -242891.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -242893.093750 Penalty: 3731.646729
	Iteration 25Q: 3 clusters Score -242893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242894.171875 Penalty: 3731.646729
	Iteration 26Q: 3 clusters Score -242894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -242894.500000 Penalty: 3731.646729
	Iteration 27Q: 3 clusters Score -242894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -242894.500000 Penalty: 3731.646729
	Iteration 28F: 3 clusters Score -242894.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -167031.843750 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -167031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -164924.000000 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -164924 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165835.296875 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -165835.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -166189.171875 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -166189.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -166411.578125 Penalty: 3607.109619
	Iteration 3F: 3 clusters Score -166411.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -166692.484375 Penalty: 3607.109619
	Iteration 4F: 3 clusters Score -166692.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -167036.750000 Penalty: 3607.109619
	Iteration 5F: 3 clusters Score -167036.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -167293.468750 Penalty: 3607.109619
	Iteration 6F: 3 clusters Score -167293.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -167484.953125 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -167485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -167669.343750 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -167669.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -167742.828125 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -167742.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -167760.015625 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -167760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -167764.921875 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -167764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -167769.734375 Penalty: 3607.109619
	Iteration 12Q: 3 clusters Score -167769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -167771.687500 Penalty: 3607.109619
	Iteration 13Q: 3 clusters Score -167771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -167773.578125 Penalty: 3607.109619
	Iteration 14Q: 3 clusters Score -167773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -167773.578125 Penalty: 3607.109619
	Iteration 15F: 3 clusters Score -167773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 3200 members 
Mstep: Class 10 contains 13741 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 254 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 156016 members 
Mstep: Class 17 contains 22676 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 11764 members 
Entering Unmasked Estep 
Score: -42872060.000000 Penalty: 59960.500000
Splitting cluster 13 changes total score from -42872584.000000 to -42872060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (30465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Entering Unmasked Estep 
Score: -3922359.500000 Penalty: 2560.434814
	Iteration 0F: 2 clusters Score -3922360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3901382.250000 Penalty: 5120.869629
	Iteration 0F: 3 clusters Score -3901382 nChanged 13842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3908953.500000 Penalty: 5120.869629
	Iteration 1F: 3 clusters Score -3908954 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3909449.750000 Penalty: 5120.869629
	Iteration 2Q: 3 clusters Score -3909450 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3909999.750000 Penalty: 5120.869629
	Iteration 3Q: 3 clusters Score -3910000 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3910577.750000 Penalty: 5120.869629
	Iteration 4Q: 3 clusters Score -3910578 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3911322.250000 Penalty: 5120.869629
	Iteration 5Q: 3 clusters Score -3911322 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3912313.000000 Penalty: 5120.869629
	Iteration 6F: 3 clusters Score -3912313 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3913538.750000 Penalty: 5120.869629
	Iteration 7F: 3 clusters Score -3913539 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3914861.250000 Penalty: 5120.869629
	Iteration 8F: 3 clusters Score -3914861 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3916084.000000 Penalty: 5120.869629
	Iteration 9Q: 3 clusters Score -3916084 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3917154.750000 Penalty: 5120.869629
	Iteration 10Q: 3 clusters Score -3917155 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3918019.000000 Penalty: 5120.869629
	Iteration 11Q: 3 clusters Score -3918019 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3918872.000000 Penalty: 5120.869629
	Iteration 12Q: 3 clusters Score -3918872 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3919734.750000 Penalty: 5120.869629
	Iteration 13Q: 3 clusters Score -3919735 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3920497.500000 Penalty: 5120.869629
	Iteration 14Q: 3 clusters Score -3920498 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3920984.000000 Penalty: 5120.869629
	Iteration 15Q: 3 clusters Score -3920984 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3921291.000000 Penalty: 5120.869629
	Iteration 16Q: 3 clusters Score -3921291 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3921492.000000 Penalty: 5120.869629
	Iteration 17Q: 3 clusters Score -3921492 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3921654.750000 Penalty: 5120.869629
	Iteration 18Q: 3 clusters Score -3921655 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3921818.000000 Penalty: 5120.869629
	Iteration 19Q: 3 clusters Score -3921818 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3921979.500000 Penalty: 5120.869629
	Iteration 20F: 3 clusters Score -3921980 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3922122.000000 Penalty: 5120.869629
	Iteration 21Q: 3 clusters Score -3922122 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3922255.000000 Penalty: 5120.869629
	Iteration 22Q: 3 clusters Score -3922255 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3922364.250000 Penalty: 5120.869629
	Iteration 23Q: 3 clusters Score -3922364 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3922426.750000 Penalty: 5120.869629
	Iteration 24Q: 3 clusters Score -3922427 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3922466.000000 Penalty: 5120.869629
	Iteration 25Q: 3 clusters Score -3922466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -3922496.000000 Penalty: 5120.869629
	Iteration 26Q: 3 clusters Score -3922496 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3922521.750000 Penalty: 5120.869629
	Iteration 27Q: 3 clusters Score -3922522 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3922553.500000 Penalty: 5120.869629
	Iteration 28Q: 3 clusters Score -3922554 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3922563.500000 Penalty: 5120.869629
	Iteration 29Q: 3 clusters Score -3922564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3922578.000000 Penalty: 5120.869629
	Iteration 30Q: 3 clusters Score -3922578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3922583.250000 Penalty: 5120.869629
	Iteration 31Q: 3 clusters Score -3922583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3922585.250000 Penalty: 5120.869629
	Iteration 32Q: 3 clusters Score -3922585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3922605.000000 Penalty: 5120.869629
	Iteration 33Q: 3 clusters Score -3922605 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3922604.000000 Penalty: 5120.869629
	Iteration 34Q: 3 clusters Score -3922604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3922624.250000 Penalty: 5120.869629
	Iteration 35Q: 3 clusters Score -3922624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3922631.750000 Penalty: 5120.869629
	Iteration 36Q: 3 clusters Score -3922632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3922629.000000 Penalty: 5120.869629
	Iteration 37Q: 3 clusters Score -3922629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3922628.500000 Penalty: 5120.869629
	Iteration 38Q: 3 clusters Score -3922628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3922638.250000 Penalty: 5120.869629
	Iteration 39Q: 3 clusters Score -3922638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3922646.250000 Penalty: 5120.869629
	Iteration 40F: 3 clusters Score -3922646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3922647.250000 Penalty: 5120.869629
	Iteration 41Q: 3 clusters Score -3922647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3922649.000000 Penalty: 5120.869629
	Iteration 42Q: 3 clusters Score -3922649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3922650.750000 Penalty: 5120.869629
	Iteration 43Q: 3 clusters Score -3922651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3922650.750000 Penalty: 5120.869629
	Iteration 44Q: 3 clusters Score -3922651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3922646.000000 Penalty: 5120.869629
	Iteration 45Q: 3 clusters Score -3922646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3922644.250000 Penalty: 5120.869629
	Iteration 46Q: 3 clusters Score -3922644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3922646.750000 Penalty: 5120.869629
	Iteration 47Q: 3 clusters Score -3922647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3922648.250000 Penalty: 5120.869629
	Iteration 48Q: 3 clusters Score -3922648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3922653.250000 Penalty: 5120.869629
	Iteration 49Q: 3 clusters Score -3922653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3922663.750000 Penalty: 5120.869629
	Iteration 50Q: 3 clusters Score -3922664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3922660.750000 Penalty: 5120.869629
	Iteration 51Q: 3 clusters Score -3922661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3922666.250000 Penalty: 5120.869629
	Iteration 52Q: 3 clusters Score -3922666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3922675.500000 Penalty: 5120.869629
	Iteration 53Q: 3 clusters Score -3922676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3922666.000000 Penalty: 5120.869629
	Iteration 54Q: 3 clusters Score -3922666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3922669.500000 Penalty: 5120.869629
	Iteration 55Q: 3 clusters Score -3922670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3922671.750000 Penalty: 5120.869629
	Iteration 56Q: 3 clusters Score -3922672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3922670.500000 Penalty: 5120.869629
	Iteration 57Q: 3 clusters Score -3922670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3922670.500000 Penalty: 5120.869629
	Iteration 58Q: 3 clusters Score -3922670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3922675.000000 Penalty: 5120.869629
	Iteration 59Q: 3 clusters Score -3922675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3922674.250000 Penalty: 5120.869629
	Iteration 60F: 3 clusters Score -3922674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3922676.000000 Penalty: 5120.869629
	Iteration 61Q: 3 clusters Score -3922676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3922676.000000 Penalty: 5120.869629
	Iteration 62F: 3 clusters Score -3922676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 3200 members 
Mstep: Class 10 contains 13741 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 23338 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 156016 members 
Mstep: Class 17 contains 22676 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 11764 members 
Entering Unmasked Estep 
Score: -42872436.000000 Penalty: 59960.500000
Splitting cluster 14 changes total score from -42872584.000000 to -42872436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (44564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Entering Unmasked Estep 
Score: -5793008.500000 Penalty: 2654.760986
	Iteration 0F: 2 clusters Score -5793008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -5762865.000000 Penalty: 5309.521973
	Iteration 0F: 3 clusters Score -5762865 nChanged 20510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -5774300.500000 Penalty: 5309.521973
	Iteration 1F: 3 clusters Score -5774300 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -5775160.000000 Penalty: 5309.521973
	Iteration 2Q: 3 clusters Score -5775160 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -5776411.000000 Penalty: 5309.521973
	Iteration 3F: 3 clusters Score -5776411 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5778254.500000 Penalty: 5309.521973
	Iteration 4F: 3 clusters Score -5778254 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5780721.500000 Penalty: 5309.521973
	Iteration 5F: 3 clusters Score -5780722 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -5783598.500000 Penalty: 5309.521973
	Iteration 6F: 3 clusters Score -5783598 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -5786466.000000 Penalty: 5309.521973
	Iteration 7F: 3 clusters Score -5786466 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -5788658.500000 Penalty: 5309.521973
	Iteration 8F: 3 clusters Score -5788658 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5789879.500000 Penalty: 5309.521973
	Iteration 9Q: 3 clusters Score -5789880 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5790447.500000 Penalty: 5309.521973
	Iteration 10Q: 3 clusters Score -5790448 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -5790780.500000 Penalty: 5309.521973
	Iteration 11Q: 3 clusters Score -5790780 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -5791011.000000 Penalty: 5309.521973
	Iteration 12Q: 3 clusters Score -5791011 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5791199.500000 Penalty: 5309.521973
	Iteration 13Q: 3 clusters Score -5791200 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -5791298.500000 Penalty: 5309.521973
	Iteration 14Q: 3 clusters Score -5791298 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5791393.000000 Penalty: 5309.521973
	Iteration 15Q: 3 clusters Score -5791393 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5791449.000000 Penalty: 5309.521973
	Iteration 16Q: 3 clusters Score -5791449 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5791505.500000 Penalty: 5309.521973
	Iteration 17Q: 3 clusters Score -5791506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5791525.000000 Penalty: 5309.521973
	Iteration 18Q: 3 clusters Score -5791525 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5791553.000000 Penalty: 5309.521973
	Iteration 19Q: 3 clusters Score -5791553 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5791562.500000 Penalty: 5309.521973
	Iteration 20F: 3 clusters Score -5791562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -5791586.000000 Penalty: 5309.521973
	Iteration 21Q: 3 clusters Score -5791586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5791616.500000 Penalty: 5309.521973
	Iteration 22Q: 3 clusters Score -5791616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5791605.500000 Penalty: 5309.521973
	Iteration 23Q: 3 clusters Score -5791606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -5791618.500000 Penalty: 5309.521973
	Iteration 24Q: 3 clusters Score -5791618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5791621.500000 Penalty: 5309.521973
	Iteration 25Q: 3 clusters Score -5791622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5791628.500000 Penalty: 5309.521973
	Iteration 26Q: 3 clusters Score -5791628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5791630.500000 Penalty: 5309.521973
	Iteration 27Q: 3 clusters Score -5791630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5791642.500000 Penalty: 5309.521973
	Iteration 28Q: 3 clusters Score -5791642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5791642.500000 Penalty: 5309.521973
	Iteration 29Q: 3 clusters Score -5791642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5791657.500000 Penalty: 5309.521973
	Iteration 30Q: 3 clusters Score -5791658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5791659.500000 Penalty: 5309.521973
	Iteration 31Q: 3 clusters Score -5791660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -5791664.000000 Penalty: 5309.521973
	Iteration 32Q: 3 clusters Score -5791664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -5791656.000000 Penalty: 5309.521973
	Iteration 33Q: 3 clusters Score -5791656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5791657.500000 Penalty: 5309.521973
	Iteration 34Q: 3 clusters Score -5791658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5791655.000000 Penalty: 5309.521973
	Iteration 35Q: 3 clusters Score -5791655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5791656.000000 Penalty: 5309.521973
	Iteration 36Q: 3 clusters Score -5791656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -5791659.500000 Penalty: 5309.521973
	Iteration 37Q: 3 clusters Score -5791660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -5791659.500000 Penalty: 5309.521973
	Iteration 38F: 3 clusters Score -5791660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (156016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Entering Unmasked Estep 
Score: -20426946.000000 Penalty: 2965.513184
	Iteration 0F: 2 clusters Score -2.042695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -20325134.000000 Penalty: 5931.026367
	Iteration 0F: 3 clusters Score -2.032513e+07 nChanged 74602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -20368614.000000 Penalty: 5931.026367
	Iteration 1F: 3 clusters Score -2.036861e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -20371070.000000 Penalty: 5931.026367
	Iteration 2Q: 3 clusters Score -2.037107e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -20375078.000000 Penalty: 5931.026367
	Iteration 3F: 3 clusters Score -2.037508e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -20381250.000000 Penalty: 5931.026367
	Iteration 4F: 3 clusters Score -2.038125e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -20389810.000000 Penalty: 5931.026367
	Iteration 5F: 3 clusters Score -2.038981e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124511 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -20399826.000000 Penalty: 5931.026367
	Iteration 6F: 3 clusters Score -2.039983e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134126 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -20408942.000000 Penalty: 5931.026367
	Iteration 7F: 3 clusters Score -2.040894e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140856 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -20415364.000000 Penalty: 5931.026367
	Iteration 8Q: 3 clusters Score -2.041536e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145155 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -20419360.000000 Penalty: 5931.026367
	Iteration 9Q: 3 clusters Score -2.041936e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -20421802.000000 Penalty: 5931.026367
	Iteration 10Q: 3 clusters Score -2.04218e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -20423280.000000 Penalty: 5931.026367
	Iteration 11Q: 3 clusters Score -2.042328e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -20424210.000000 Penalty: 5931.026367
	Iteration 12Q: 3 clusters Score -2.042421e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -20424818.000000 Penalty: 5931.026367
	Iteration 13Q: 3 clusters Score -2.042482e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -20425318.000000 Penalty: 5931.026367
	Iteration 14Q: 3 clusters Score -2.042532e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151896 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -20425628.000000 Penalty: 5931.026367
	Iteration 15Q: 3 clusters Score -2.042563e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152084 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -20425806.000000 Penalty: 5931.026367
	Iteration 16Q: 3 clusters Score -2.042581e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152207 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -20425954.000000 Penalty: 5931.026367
	Iteration 17Q: 3 clusters Score -2.042595e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152301 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -20426034.000000 Penalty: 5931.026367
	Iteration 18Q: 3 clusters Score -2.042603e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152349 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -20426132.000000 Penalty: 5931.026367
	Iteration 19Q: 3 clusters Score -2.042613e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152359 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -20426272.000000 Penalty: 5931.026367
	Iteration 20F: 3 clusters Score -2.042627e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -20426328.000000 Penalty: 5931.026367
	Iteration 21Q: 3 clusters Score -2.042633e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -20426380.000000 Penalty: 5931.026367
	Iteration 22Q: 3 clusters Score -2.042638e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152263 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -20426396.000000 Penalty: 5931.026367
	Iteration 23Q: 3 clusters Score -2.04264e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152217 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -20426442.000000 Penalty: 5931.026367
	Iteration 24Q: 3 clusters Score -2.042644e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -20426466.000000 Penalty: 5931.026367
	Iteration 25Q: 3 clusters Score -2.042647e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152092 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -20426518.000000 Penalty: 5931.026367
	Iteration 26Q: 3 clusters Score -2.042652e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152050 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -20426542.000000 Penalty: 5931.026367
	Iteration 27Q: 3 clusters Score -2.042654e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -20426578.000000 Penalty: 5931.026367
	Iteration 28Q: 3 clusters Score -2.042658e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151904 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -20426640.000000 Penalty: 5931.026367
	Iteration 29Q: 3 clusters Score -2.042664e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151824 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -20426650.000000 Penalty: 5931.026367
	Iteration 30Q: 3 clusters Score -2.042665e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151754 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -20426686.000000 Penalty: 5931.026367
	Iteration 31Q: 3 clusters Score -2.042669e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151694 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -20426698.000000 Penalty: 5931.026367
	Iteration 32Q: 3 clusters Score -2.04267e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151644 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -20426710.000000 Penalty: 5931.026367
	Iteration 33Q: 3 clusters Score -2.042671e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -20426744.000000 Penalty: 5931.026367
	Iteration 34Q: 3 clusters Score -2.042674e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151550 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -20426732.000000 Penalty: 5931.026367
	Iteration 35Q: 3 clusters Score -2.042673e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151524 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -20426730.000000 Penalty: 5931.026367
	Iteration 36Q: 3 clusters Score -2.042673e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151488 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -20426766.000000 Penalty: 5931.026367
	Iteration 37Q: 3 clusters Score -2.042677e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151456 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -20426778.000000 Penalty: 5931.026367
	Iteration 38Q: 3 clusters Score -2.042678e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151419 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -20426800.000000 Penalty: 5931.026367
	Iteration 39Q: 3 clusters Score -2.04268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -20426818.000000 Penalty: 5931.026367
	Iteration 40F: 3 clusters Score -2.042682e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -20426814.000000 Penalty: 5931.026367
	Iteration 41Q: 3 clusters Score -2.042681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151341 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -20426874.000000 Penalty: 5931.026367
	Iteration 42Q: 3 clusters Score -2.042687e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -20426860.000000 Penalty: 5931.026367
	Iteration 43Q: 3 clusters Score -2.042686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151303 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -20426884.000000 Penalty: 5931.026367
	Iteration 44Q: 3 clusters Score -2.042688e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151282 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -20426886.000000 Penalty: 5931.026367
	Iteration 45Q: 3 clusters Score -2.042689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151270 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -20426912.000000 Penalty: 5931.026367
	Iteration 46Q: 3 clusters Score -2.042691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151254 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -20426918.000000 Penalty: 5931.026367
	Iteration 47Q: 3 clusters Score -2.042692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151243 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -20426938.000000 Penalty: 5931.026367
	Iteration 48Q: 3 clusters Score -2.042694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151231 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -20426946.000000 Penalty: 5931.026367
	Iteration 49Q: 3 clusters Score -2.042695e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -20426948.000000 Penalty: 5931.026367
	Iteration 50Q: 3 clusters Score -2.042695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151197 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -20426944.000000 Penalty: 5931.026367
	Iteration 51Q: 3 clusters Score -2.042694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -20426928.000000 Penalty: 5931.026367
	Iteration 52Q: 3 clusters Score -2.042693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151171 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -20426930.000000 Penalty: 5931.026367
	Iteration 53Q: 3 clusters Score -2.042693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151153 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -20426928.000000 Penalty: 5931.026367
	Iteration 54Q: 3 clusters Score -2.042693e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -20426934.000000 Penalty: 5931.026367
	Iteration 55Q: 3 clusters Score -2.042693e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151125 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -20426936.000000 Penalty: 5931.026367
	Iteration 56Q: 3 clusters Score -2.042694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -20426946.000000 Penalty: 5931.026367
	Iteration 57Q: 3 clusters Score -2.042695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151104 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -20426964.000000 Penalty: 5931.026367
	Iteration 58Q: 3 clusters Score -2.042696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151105 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -20426960.000000 Penalty: 5931.026367
	Iteration 59Q: 3 clusters Score -2.042696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151096 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -20426958.000000 Penalty: 5931.026367
	Iteration 60F: 3 clusters Score -2.042696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151094 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -20426948.000000 Penalty: 5931.026367
	Iteration 61Q: 3 clusters Score -2.042695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -20426964.000000 Penalty: 5931.026367
	Iteration 62Q: 3 clusters Score -2.042696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151081 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -20426950.000000 Penalty: 5931.026367
	Iteration 63Q: 3 clusters Score -2.042695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -20426952.000000 Penalty: 5931.026367
	Iteration 64Q: 3 clusters Score -2.042695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -20426930.000000 Penalty: 5931.026367
	Iteration 65Q: 3 clusters Score -2.042693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -20426956.000000 Penalty: 5931.026367
	Iteration 66Q: 3 clusters Score -2.042696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151051 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -20426974.000000 Penalty: 5931.026367
	Iteration 67Q: 3 clusters Score -2.042697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151045 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -20426982.000000 Penalty: 5931.026367
	Iteration 68Q: 3 clusters Score -2.042698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -20426984.000000 Penalty: 5931.026367
	Iteration 69Q: 3 clusters Score -2.042698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151045 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -20426968.000000 Penalty: 5931.026367
	Iteration 70Q: 3 clusters Score -2.042697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -20426966.000000 Penalty: 5931.026367
	Iteration 71Q: 3 clusters Score -2.042697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -20426970.000000 Penalty: 5931.026367
	Iteration 72Q: 3 clusters Score -2.042697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -20426978.000000 Penalty: 5931.026367
	Iteration 73Q: 3 clusters Score -2.042698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -20426978.000000 Penalty: 5931.026367
	Iteration 74F: 3 clusters Score -2.042698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 3200 members 
Mstep: Class 10 contains 13741 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 151040 members 
Mstep: Class 17 contains 22676 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 11764 members 
Entering Unmasked Estep 
Score: -42872364.000000 Penalty: 59960.500000
Splitting cluster 16 changes total score from -42872584.000000 to -42872364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (22676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Entering Unmasked Estep 
Score: -2962053.500000 Penalty: 2487.207520
	Iteration 0F: 2 clusters Score -2962054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2946221.000000 Penalty: 4974.415039
	Iteration 0F: 3 clusters Score -2946221 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2951740.000000 Penalty: 4974.415039
	Iteration 1F: 3 clusters Score -2951740 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2952171.500000 Penalty: 4974.415039
	Iteration 2F: 3 clusters Score -2952172 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2952555.000000 Penalty: 4974.415039
	Iteration 3Q: 3 clusters Score -2952555 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2952976.500000 Penalty: 4974.415039
	Iteration 4Q: 3 clusters Score -2952976 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2953545.250000 Penalty: 4974.415039
	Iteration 5Q: 3 clusters Score -2953545 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2954282.000000 Penalty: 4974.415039
	Iteration 6Q: 3 clusters Score -2954282 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2955116.250000 Penalty: 4974.415039
	Iteration 7Q: 3 clusters Score -2955116 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2955832.000000 Penalty: 4974.415039
	Iteration 8Q: 3 clusters Score -2955832 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2956469.250000 Penalty: 4974.415039
	Iteration 9Q: 3 clusters Score -2956469 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2957006.750000 Penalty: 4974.415039
	Iteration 10Q: 3 clusters Score -2957007 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2957438.000000 Penalty: 4974.415039
	Iteration 11Q: 3 clusters Score -2957438 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2957892.750000 Penalty: 4974.415039
	Iteration 12Q: 3 clusters Score -2957893 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2958247.250000 Penalty: 4974.415039
	Iteration 13Q: 3 clusters Score -2958247 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2958553.000000 Penalty: 4974.415039
	Iteration 14Q: 3 clusters Score -2958553 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2958781.000000 Penalty: 4974.415039
	Iteration 15Q: 3 clusters Score -2958781 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2958954.750000 Penalty: 4974.415039
	Iteration 16Q: 3 clusters Score -2958955 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2959115.000000 Penalty: 4974.415039
	Iteration 17Q: 3 clusters Score -2959115 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2959231.500000 Penalty: 4974.415039
	Iteration 18Q: 3 clusters Score -2959232 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2959348.250000 Penalty: 4974.415039
	Iteration 19Q: 3 clusters Score -2959348 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2959463.250000 Penalty: 4974.415039
	Iteration 20F: 3 clusters Score -2959463 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2959577.000000 Penalty: 4974.415039
	Iteration 21Q: 3 clusters Score -2959577 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2959691.000000 Penalty: 4974.415039
	Iteration 22Q: 3 clusters Score -2959691 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2959813.500000 Penalty: 4974.415039
	Iteration 23Q: 3 clusters Score -2959814 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2959910.750000 Penalty: 4974.415039
	Iteration 24Q: 3 clusters Score -2959911 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2960031.500000 Penalty: 4974.415039
	Iteration 25Q: 3 clusters Score -2960032 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2960156.750000 Penalty: 4974.415039
	Iteration 26Q: 3 clusters Score -2960157 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2960271.750000 Penalty: 4974.415039
	Iteration 27Q: 3 clusters Score -2960272 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2960372.750000 Penalty: 4974.415039
	Iteration 28Q: 3 clusters Score -2960373 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2960483.750000 Penalty: 4974.415039
	Iteration 29Q: 3 clusters Score -2960484 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2960577.000000 Penalty: 4974.415039
	Iteration 30Q: 3 clusters Score -2960577 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2960653.250000 Penalty: 4974.415039
	Iteration 31Q: 3 clusters Score -2960653 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2960696.250000 Penalty: 4974.415039
	Iteration 32Q: 3 clusters Score -2960696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2960739.000000 Penalty: 4974.415039
	Iteration 33Q: 3 clusters Score -2960739 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2960767.750000 Penalty: 4974.415039
	Iteration 34Q: 3 clusters Score -2960768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2960785.500000 Penalty: 4974.415039
	Iteration 35Q: 3 clusters Score -2960786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2960815.000000 Penalty: 4974.415039
	Iteration 36Q: 3 clusters Score -2960815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2960831.750000 Penalty: 4974.415039
	Iteration 37Q: 3 clusters Score -2960832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2960843.250000 Penalty: 4974.415039
	Iteration 38Q: 3 clusters Score -2960843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2960859.000000 Penalty: 4974.415039
	Iteration 39Q: 3 clusters Score -2960859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2960857.250000 Penalty: 4974.415039
	Iteration 40F: 3 clusters Score -2960857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2960861.500000 Penalty: 4974.415039
	Iteration 41Q: 3 clusters Score -2960862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2960868.500000 Penalty: 4974.415039
	Iteration 42Q: 3 clusters Score -2960868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2960866.750000 Penalty: 4974.415039
	Iteration 43Q: 3 clusters Score -2960867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2960871.500000 Penalty: 4974.415039
	Iteration 44Q: 3 clusters Score -2960872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2960867.250000 Penalty: 4974.415039
	Iteration 45Q: 3 clusters Score -2960867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2960874.000000 Penalty: 4974.415039
	Iteration 46Q: 3 clusters Score -2960874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2960875.000000 Penalty: 4974.415039
	Iteration 47Q: 3 clusters Score -2960875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2960874.500000 Penalty: 4974.415039
	Iteration 48Q: 3 clusters Score -2960874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2960871.250000 Penalty: 4974.415039
	Iteration 49Q: 3 clusters Score -2960871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2960871.250000 Penalty: 4974.415039
	Iteration 50F: 3 clusters Score -2960871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Entering Unmasked Estep 
Score: -678246.062500 Penalty: 2123.132812
	Iteration 0F: 2 clusters Score -678246.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -673488.250000 Penalty: 4246.265625
	Iteration 0F: 3 clusters Score -673488.2 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -674602.812500 Penalty: 4246.265625
	Iteration 1F: 3 clusters Score -674602.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -674808.312500 Penalty: 4246.265625
	Iteration 2F: 3 clusters Score -674808.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -674937.250000 Penalty: 4246.265625
	Iteration 3F: 3 clusters Score -674937.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -675015.062500 Penalty: 4246.265625
	Iteration 4Q: 3 clusters Score -675015.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -675077.000000 Penalty: 4246.265625
	Iteration 5Q: 3 clusters Score -675077 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -675135.625000 Penalty: 4246.265625
	Iteration 6Q: 3 clusters Score -675135.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -675185.187500 Penalty: 4246.265625
	Iteration 7Q: 3 clusters Score -675185.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -675228.937500 Penalty: 4246.265625
	Iteration 8Q: 3 clusters Score -675228.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -675264.687500 Penalty: 4246.265625
	Iteration 9Q: 3 clusters Score -675264.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -675301.750000 Penalty: 4246.265625
	Iteration 10Q: 3 clusters Score -675301.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -675334.125000 Penalty: 4246.265625
	Iteration 11Q: 3 clusters Score -675334.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -675366.250000 Penalty: 4246.265625
	Iteration 12Q: 3 clusters Score -675366.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -675403.625000 Penalty: 4246.265625
	Iteration 13Q: 3 clusters Score -675403.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -675439.812500 Penalty: 4246.265625
	Iteration 14Q: 3 clusters Score -675439.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -675481.437500 Penalty: 4246.265625
	Iteration 15Q: 3 clusters Score -675481.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -675521.375000 Penalty: 4246.265625
	Iteration 16Q: 3 clusters Score -675521.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -675572.937500 Penalty: 4246.265625
	Iteration 17Q: 3 clusters Score -675572.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -675619.375000 Penalty: 4246.265625
	Iteration 18Q: 3 clusters Score -675619.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -675667.875000 Penalty: 4246.265625
	Iteration 19Q: 3 clusters Score -675667.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -675707.812500 Penalty: 4246.265625
	Iteration 20F: 3 clusters Score -675707.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -675757.375000 Penalty: 4246.265625
	Iteration 21Q: 3 clusters Score -675757.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -675808.312500 Penalty: 4246.265625
	Iteration 22Q: 3 clusters Score -675808.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -675859.125000 Penalty: 4246.265625
	Iteration 23Q: 3 clusters Score -675859.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -675894.062500 Penalty: 4246.265625
	Iteration 24Q: 3 clusters Score -675894.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -675924.125000 Penalty: 4246.265625
	Iteration 25Q: 3 clusters Score -675924.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -675955.375000 Penalty: 4246.265625
	Iteration 26Q: 3 clusters Score -675955.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -675987.125000 Penalty: 4246.265625
	Iteration 27Q: 3 clusters Score -675987.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -676010.437500 Penalty: 4246.265625
	Iteration 28Q: 3 clusters Score -676010.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -676045.687500 Penalty: 4246.265625
	Iteration 29Q: 3 clusters Score -676045.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -676075.062500 Penalty: 4246.265625
	Iteration 30Q: 3 clusters Score -676075.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -676100.250000 Penalty: 4246.265625
	Iteration 31Q: 3 clusters Score -676100.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -676120.437500 Penalty: 4246.265625
	Iteration 32Q: 3 clusters Score -676120.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -676131.625000 Penalty: 4246.265625
	Iteration 33Q: 3 clusters Score -676131.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -676142.062500 Penalty: 4246.265625
	Iteration 34Q: 3 clusters Score -676142.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -676158.312500 Penalty: 4246.265625
	Iteration 35Q: 3 clusters Score -676158.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -676177.937500 Penalty: 4246.265625
	Iteration 36Q: 3 clusters Score -676177.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -676196.437500 Penalty: 4246.265625
	Iteration 37Q: 3 clusters Score -676196.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -676207.250000 Penalty: 4246.265625
	Iteration 38Q: 3 clusters Score -676207.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -676214.187500 Penalty: 4246.265625
	Iteration 39Q: 3 clusters Score -676214.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -676220.500000 Penalty: 4246.265625
	Iteration 40F: 3 clusters Score -676220.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -676228.750000 Penalty: 4246.265625
	Iteration 41Q: 3 clusters Score -676228.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -676232.812500 Penalty: 4246.265625
	Iteration 42Q: 3 clusters Score -676232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -676236.250000 Penalty: 4246.265625
	Iteration 43Q: 3 clusters Score -676236.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -676241.937500 Penalty: 4246.265625
	Iteration 44Q: 3 clusters Score -676241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -676245.250000 Penalty: 4246.265625
	Iteration 45Q: 3 clusters Score -676245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -676248.000000 Penalty: 4246.265625
	Iteration 46Q: 3 clusters Score -676248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -676253.562500 Penalty: 4246.265625
	Iteration 47Q: 3 clusters Score -676253.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -676257.250000 Penalty: 4246.265625
	Iteration 48Q: 3 clusters Score -676257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -676261.937500 Penalty: 4246.265625
	Iteration 49Q: 3 clusters Score -676261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -676265.937500 Penalty: 4246.265625
	Iteration 50Q: 3 clusters Score -676265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -676271.250000 Penalty: 4246.265625
	Iteration 51Q: 3 clusters Score -676271.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -676277.875000 Penalty: 4246.265625
	Iteration 52Q: 3 clusters Score -676277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -676281.625000 Penalty: 4246.265625
	Iteration 53Q: 3 clusters Score -676281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -676287.812500 Penalty: 4246.265625
	Iteration 54Q: 3 clusters Score -676287.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -676291.812500 Penalty: 4246.265625
	Iteration 55Q: 3 clusters Score -676291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -676295.375000 Penalty: 4246.265625
	Iteration 56Q: 3 clusters Score -676295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -676295.812500 Penalty: 4246.265625
	Iteration 57Q: 3 clusters Score -676295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -676296.750000 Penalty: 4246.265625
	Iteration 58Q: 3 clusters Score -676296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -676297.937500 Penalty: 4246.265625
	Iteration 59Q: 3 clusters Score -676297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -676296.625000 Penalty: 4246.265625
	Iteration 60F: 3 clusters Score -676296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Entering Unmasked Estep 
Score: -1485692.375000 Penalty: 2324.454102
	Iteration 0F: 2 clusters Score -1485692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1476892.000000 Penalty: 4648.908203
	Iteration 0F: 3 clusters Score -1476892 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1479716.250000 Penalty: 4648.908203
	Iteration 1F: 3 clusters Score -1479716 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1480095.875000 Penalty: 4648.908203
	Iteration 2F: 3 clusters Score -1480096 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1480403.625000 Penalty: 4648.908203
	Iteration 3F: 3 clusters Score -1480404 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1480672.375000 Penalty: 4648.908203
	Iteration 4Q: 3 clusters Score -1480672 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1480983.375000 Penalty: 4648.908203
	Iteration 5Q: 3 clusters Score -1480983 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1481358.375000 Penalty: 4648.908203
	Iteration 6F: 3 clusters Score -1481358 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1481781.375000 Penalty: 4648.908203
	Iteration 7F: 3 clusters Score -1481781 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1482237.000000 Penalty: 4648.908203
	Iteration 8F: 3 clusters Score -1482237 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1482751.250000 Penalty: 4648.908203
	Iteration 9F: 3 clusters Score -1482751 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1483190.125000 Penalty: 4648.908203
	Iteration 10Q: 3 clusters Score -1483190 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1483527.000000 Penalty: 4648.908203
	Iteration 11Q: 3 clusters Score -1483527 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1483763.000000 Penalty: 4648.908203
	Iteration 12Q: 3 clusters Score -1483763 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1483898.125000 Penalty: 4648.908203
	Iteration 13Q: 3 clusters Score -1483898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1483985.875000 Penalty: 4648.908203
	Iteration 14Q: 3 clusters Score -1483986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1484037.250000 Penalty: 4648.908203
	Iteration 15Q: 3 clusters Score -1484037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1484078.125000 Penalty: 4648.908203
	Iteration 16Q: 3 clusters Score -1484078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1484098.250000 Penalty: 4648.908203
	Iteration 17Q: 3 clusters Score -1484098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1484122.125000 Penalty: 4648.908203
	Iteration 18Q: 3 clusters Score -1484122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1484148.625000 Penalty: 4648.908203
	Iteration 19Q: 3 clusters Score -1484149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1484172.000000 Penalty: 4648.908203
	Iteration 20F: 3 clusters Score -1484172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1484180.750000 Penalty: 4648.908203
	Iteration 21Q: 3 clusters Score -1484181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1484180.875000 Penalty: 4648.908203
	Iteration 22Q: 3 clusters Score -1484181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1484180.500000 Penalty: 4648.908203
	Iteration 23Q: 3 clusters Score -1484180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1484182.875000 Penalty: 4648.908203
	Iteration 24Q: 3 clusters Score -1484183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1484182.875000 Penalty: 4648.908203
	Iteration 25F: 3 clusters Score -1484183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 3200 members 
Mstep: Class 10 contains 13741 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 44564 members 
Mstep: Class 16 contains 156016 members 
Mstep: Class 17 contains 22676 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 11764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42872712.000000 Penalty: 56804.683594
Iteration 39Q: 19 clusters Score -4.287271e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 11827 members 
Mstep: Class 8 contains 12653 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 13720 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 30466 members 
Mstep: Class 15 contains 44550 members 
Mstep: Class 16 contains 155912 members 
Mstep: Class 17 contains 22489 members 
Mstep: Class 18 contains 5221 members 
Mstep: Class 19 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42873012.000000 Penalty: 56804.683594
Iteration 40F: 19 clusters Score -4.287301e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 12014 members 
Mstep: Class 8 contains 12658 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 13699 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 30459 members 
Mstep: Class 15 contains 44544 members 
Mstep: Class 16 contains 155798 members 
Mstep: Class 17 contains 22246 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 11935 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 19 clusters Score -4.287324e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 4602 members 
Mstep: Class 5 contains 6560 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 12260 members 
Mstep: Class 8 contains 12657 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 30447 members 
Mstep: Class 15 contains 44545 members 
Mstep: Class 16 contains 155668 members 
Mstep: Class 17 contains 21955 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 12029 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 19 clusters Score -4.28736e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 6605 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 12588 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 3734 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 44550 members 
Mstep: Class 16 contains 155503 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 12093 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 19 clusters Score -4.287409e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 12918 members 
Mstep: Class 8 contains 12661 members 
Mstep: Class 9 contains 3131 members 
Mstep: Class 10 contains 13619 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 30456 members 
Mstep: Class 15 contains 44548 members 
Mstep: Class 16 contains 155327 members 
Mstep: Class 17 contains 21222 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 19 clusters Score -4.287476e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 6714 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 13290 members 
Mstep: Class 8 contains 12659 members 
Mstep: Class 9 contains 3117 members 
Mstep: Class 10 contains 13593 members 
Mstep: Class 11 contains 3797 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 30453 members 
Mstep: Class 15 contains 44548 members 
Mstep: Class 16 contains 155127 members 
Mstep: Class 17 contains 20787 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 12262 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 19 clusters Score -4.287559e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 13670 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 3101 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 3830 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 30439 members 
Mstep: Class 15 contains 44539 members 
Mstep: Class 16 contains 154909 members 
Mstep: Class 17 contains 20365 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 12377 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 19 clusters Score -4.287651e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 13997 members 
Mstep: Class 8 contains 12670 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 3853 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 30433 members 
Mstep: Class 15 contains 44540 members 
Mstep: Class 16 contains 154687 members 
Mstep: Class 17 contains 19981 members 
Mstep: Class 18 contains 5132 members 
Mstep: Class 19 contains 12513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 19 clusters Score -4.287728e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2754 members 
Mstep: Class 3 contains 2220 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 6858 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 14168 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 13451 members 
Mstep: Class 11 contains 3882 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 30439 members 
Mstep: Class 15 contains 44530 members 
Mstep: Class 16 contains 154474 members 
Mstep: Class 17 contains 19728 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 12622 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 19 clusters Score -4.287784e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2753 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 5288 members 
Mstep: Class 5 contains 6897 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 14253 members 
Mstep: Class 8 contains 12708 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 13413 members 
Mstep: Class 11 contains 3934 members 
Mstep: Class 12 contains 2052 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 30436 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 16 contains 154266 members 
Mstep: Class 17 contains 19555 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 12728 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 19 clusters Score -4.287823e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 5398 members 
Mstep: Class 5 contains 6926 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 14224 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 13376 members 
Mstep: Class 11 contains 4008 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 30432 members 
Mstep: Class 15 contains 44518 members 
Mstep: Class 16 contains 154085 members 
Mstep: Class 17 contains 19423 members 
Mstep: Class 18 contains 5105 members 
Mstep: Class 19 contains 12879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42878672.000000 Penalty: 56804.683594
Iteration 50Q: 19 clusters Score -4.287867e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2776 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 5504 members 
Mstep: Class 5 contains 6954 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 14205 members 
Mstep: Class 8 contains 12714 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 13342 members 
Mstep: Class 11 contains 4068 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 30418 members 
Mstep: Class 15 contains 44506 members 
Mstep: Class 16 contains 153875 members 
Mstep: Class 17 contains 19329 members 
Mstep: Class 18 contains 5106 members 
Mstep: Class 19 contains 13028 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 19 clusters Score -4.287935e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 6941 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 14171 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 13321 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 30410 members 
Mstep: Class 15 contains 44485 members 
Mstep: Class 16 contains 153680 members 
Mstep: Class 17 contains 19291 members 
Mstep: Class 18 contains 5106 members 
Mstep: Class 19 contains 13160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42879480.000000 Penalty: 56804.683594
Iteration 52Q: 19 clusters Score -4.287948e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 6928 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 14099 members 
Mstep: Class 8 contains 12713 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 13296 members 
Mstep: Class 11 contains 4192 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 30399 members 
Mstep: Class 15 contains 44452 members 
Mstep: Class 16 contains 153501 members 
Mstep: Class 17 contains 19284 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 13303 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 19 clusters Score -4.287982e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 14033 members 
Mstep: Class 8 contains 12720 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 30393 members 
Mstep: Class 15 contains 44421 members 
Mstep: Class 16 contains 153318 members 
Mstep: Class 17 contains 19290 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 13450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42880136.000000 Penalty: 56804.683594
Iteration 54Q: 19 clusters Score -4.288014e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 5875 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 13956 members 
Mstep: Class 8 contains 12736 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 13266 members 
Mstep: Class 11 contains 4358 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 30399 members 
Mstep: Class 15 contains 44385 members 
Mstep: Class 16 contains 153130 members 
Mstep: Class 17 contains 19310 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 13570 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 19 clusters Score -4.288038e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 13861 members 
Mstep: Class 8 contains 12747 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 13255 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 30407 members 
Mstep: Class 15 contains 44350 members 
Mstep: Class 16 contains 152949 members 
Mstep: Class 17 contains 19328 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 13681 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 19 clusters Score -4.28806e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2763 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 6863 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 13785 members 
Mstep: Class 8 contains 12744 members 
Mstep: Class 9 contains 2843 members 
Mstep: Class 10 contains 13240 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 30416 members 
Mstep: Class 15 contains 44317 members 
Mstep: Class 16 contains 152796 members 
Mstep: Class 17 contains 19334 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 13795 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 19 clusters Score -4.288082e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 13717 members 
Mstep: Class 8 contains 12746 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 13225 members 
Mstep: Class 11 contains 4685 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 30426 members 
Mstep: Class 15 contains 44289 members 
Mstep: Class 16 contains 152662 members 
Mstep: Class 17 contains 19353 members 
Mstep: Class 18 contains 5129 members 
Mstep: Class 19 contains 13903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 19 clusters Score -4.288103e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 6815 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 13632 members 
Mstep: Class 8 contains 12745 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 13215 members 
Mstep: Class 11 contains 4808 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 30433 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 152563 members 
Mstep: Class 17 contains 19378 members 
Mstep: Class 18 contains 5129 members 
Mstep: Class 19 contains 14008 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -4.288132e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 6202 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 13568 members 
Mstep: Class 8 contains 12745 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 13206 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 2155 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 30433 members 
Mstep: Class 15 contains 44172 members 
Mstep: Class 16 contains 152452 members 
Mstep: Class 17 contains 19406 members 
Mstep: Class 18 contains 5131 members 
Mstep: Class 19 contains 14078 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -4.288165e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 6256 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 13489 members 
Mstep: Class 8 contains 12755 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 13186 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 30434 members 
Mstep: Class 15 contains 44108 members 
Mstep: Class 16 contains 152350 members 
Mstep: Class 17 contains 19437 members 
Mstep: Class 18 contains 5135 members 
Mstep: Class 19 contains 14130 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -4.288203e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2766 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 6294 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 12757 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 13186 members 
Mstep: Class 11 contains 5151 members 
Mstep: Class 12 contains 2259 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 30438 members 
Mstep: Class 15 contains 44025 members 
Mstep: Class 16 contains 152288 members 
Mstep: Class 17 contains 19469 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 14182 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -4.288234e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 13330 members 
Mstep: Class 8 contains 12770 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 13162 members 
Mstep: Class 11 contains 5255 members 
Mstep: Class 12 contains 2284 members 
Mstep: Class 13 contains 1400 members 
Mstep: Class 14 contains 30432 members 
Mstep: Class 15 contains 43938 members 
Mstep: Class 16 contains 152229 members 
Mstep: Class 17 contains 19508 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 14256 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -4.288254e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 12774 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 13147 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 30433 members 
Mstep: Class 15 contains 43851 members 
Mstep: Class 16 contains 152170 members 
Mstep: Class 17 contains 19557 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 14313 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -4.288279e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 6685 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 13187 members 
Mstep: Class 8 contains 12788 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 13134 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 30432 members 
Mstep: Class 15 contains 43794 members 
Mstep: Class 16 contains 152105 members 
Mstep: Class 17 contains 19605 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 14336 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -4.288316e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2796 members 
Mstep: Class 3 contains 2530 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 2653 members 
Mstep: Class 10 contains 13104 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30439 members 
Mstep: Class 15 contains 43735 members 
Mstep: Class 16 contains 152064 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 14374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883244.000000 Penalty: 56804.683594
Iteration 66Q: 19 clusters Score -4.288324e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 13060 members 
Mstep: Class 8 contains 12801 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 13084 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30431 members 
Mstep: Class 15 contains 43662 members 
Mstep: Class 16 contains 152025 members 
Mstep: Class 17 contains 19684 members 
Mstep: Class 18 contains 5150 members 
Mstep: Class 19 contains 14415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883404.000000 Penalty: 56804.683594
Iteration 67Q: 19 clusters Score -4.28834e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 6429 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12988 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 13091 members 
Mstep: Class 11 contains 5689 members 
Mstep: Class 12 contains 2258 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30433 members 
Mstep: Class 15 contains 43589 members 
Mstep: Class 16 contains 151987 members 
Mstep: Class 17 contains 19723 members 
Mstep: Class 18 contains 5150 members 
Mstep: Class 19 contains 14456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883560.000000 Penalty: 56804.683594
Iteration 68Q: 19 clusters Score -4.288356e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 6641 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12929 members 
Mstep: Class 8 contains 12807 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 13103 members 
Mstep: Class 11 contains 5758 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30432 members 
Mstep: Class 15 contains 43524 members 
Mstep: Class 16 contains 151955 members 
Mstep: Class 17 contains 19755 members 
Mstep: Class 18 contains 5152 members 
Mstep: Class 19 contains 14477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883664.000000 Penalty: 56804.683594
Iteration 69Q: 19 clusters Score -4.288366e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2787 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 12820 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 13103 members 
Mstep: Class 11 contains 5821 members 
Mstep: Class 12 contains 2254 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30432 members 
Mstep: Class 15 contains 43452 members 
Mstep: Class 16 contains 151919 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 18 contains 5157 members 
Mstep: Class 19 contains 14518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883744.000000 Penalty: 56804.683594
Iteration 70Q: 19 clusters Score -4.288374e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 6488 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12826 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 13084 members 
Mstep: Class 11 contains 5899 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30425 members 
Mstep: Class 15 contains 43384 members 
Mstep: Class 16 contains 151889 members 
Mstep: Class 17 contains 19800 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 14555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883860.000000 Penalty: 56804.683594
Iteration 71Q: 19 clusters Score -4.288386e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2776 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 6515 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12785 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 13069 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30419 members 
Mstep: Class 15 contains 43323 members 
Mstep: Class 16 contains 151856 members 
Mstep: Class 17 contains 19820 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 14604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883964.000000 Penalty: 56804.683594
Iteration 72Q: 19 clusters Score -4.288396e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2779 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 6618 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30417 members 
Mstep: Class 15 contains 43255 members 
Mstep: Class 16 contains 151826 members 
Mstep: Class 17 contains 19834 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 14647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42884220.000000 Penalty: 56804.683594
Iteration 73Q: 19 clusters Score -4.288422e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 6527 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12717 members 
Mstep: Class 8 contains 12816 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 13030 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30407 members 
Mstep: Class 15 contains 43175 members 
Mstep: Class 16 contains 151801 members 
Mstep: Class 17 contains 19851 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 14687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42884308.000000 Penalty: 56804.683594
Iteration 74Q: 19 clusters Score -4.288431e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2779 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12686 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 13008 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30395 members 
Mstep: Class 15 contains 43089 members 
Mstep: Class 16 contains 151787 members 
Mstep: Class 17 contains 19876 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 14726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42884372.000000 Penalty: 56804.683594
Iteration 75Q: 19 clusters Score -4.288437e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2776 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12644 members 
Mstep: Class 8 contains 12807 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 12966 members 
Mstep: Class 11 contains 6207 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30387 members 
Mstep: Class 15 contains 43017 members 
Mstep: Class 16 contains 151776 members 
Mstep: Class 17 contains 19903 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 14762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42884652.000000 Penalty: 56804.683594
Iteration 76Q: 19 clusters Score -4.288465e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 6571 members 
Mstep: Class 5 contains 6643 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12596 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 12917 members 
Mstep: Class 11 contains 6231 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30385 members 
Mstep: Class 15 contains 42960 members 
Mstep: Class 16 contains 151769 members 
Mstep: Class 17 contains 19916 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 14821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42884772.000000 Penalty: 56804.683594
Iteration 77Q: 19 clusters Score -4.288477e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12556 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 2999 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 6242 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30380 members 
Mstep: Class 15 contains 42903 members 
Mstep: Class 16 contains 151745 members 
Mstep: Class 17 contains 19924 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 14906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42884780.000000 Penalty: 56804.683594
Iteration 78Q: 19 clusters Score -4.288478e+07 nChanged 450
Entering ConstructFrom: 
Score: -42884780.000000 Penalty: 56804.683594
Entering ConstructFrom: 
Trying to split cluster 2 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -355447.093750 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -355447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -352284.468750 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -352284.5 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -352878.562500 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -352878.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -353024.250000 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -353024.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -353126.718750 Penalty: 3929.980713
	Iteration 3F: 3 clusters Score -353126.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -353197.125000 Penalty: 3929.980713
	Iteration 4Q: 3 clusters Score -353197.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -353250.656250 Penalty: 3929.980713
	Iteration 5Q: 3 clusters Score -353250.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -353285.156250 Penalty: 3929.980713
	Iteration 6Q: 3 clusters Score -353285.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -353307.531250 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -353307.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -353324.125000 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -353324.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -353340.218750 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -353340.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -353350.500000 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -353350.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -353364.656250 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -353364.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -353378.750000 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -353378.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -353389.968750 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -353390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -353398.156250 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -353398.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -353404.906250 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -353404.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -353414.031250 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -353414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -353420.562500 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -353420.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -353423.281250 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -353423.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -353428.906250 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -353428.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -353437.562500 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -353437.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -353448.656250 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -353448.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -353457.218750 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -353457.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -353464.218750 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -353464.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -353470.718750 Penalty: 3929.980713
	Iteration 24Q: 3 clusters Score -353470.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -353474.218750 Penalty: 3929.980713
	Iteration 25Q: 3 clusters Score -353474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -353476.312500 Penalty: 3929.980713
	Iteration 26Q: 3 clusters Score -353476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -353477.656250 Penalty: 3929.980713
	Iteration 27Q: 3 clusters Score -353477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -353478.343750 Penalty: 3929.980713
	Iteration 28Q: 3 clusters Score -353478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -353479.687500 Penalty: 3929.980713
	Iteration 29Q: 3 clusters Score -353479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -353480.468750 Penalty: 3929.980713
	Iteration 30Q: 3 clusters Score -353480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -353480.968750 Penalty: 3929.980713
	Iteration 31Q: 3 clusters Score -353481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -353481.218750 Penalty: 3929.980713
	Iteration 32Q: 3 clusters Score -353481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -353481.218750 Penalty: 3929.980713
	Iteration 33F: 3 clusters Score -353481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -316200.937500 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -316200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -313200.843750 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -313200.8 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -313832.437500 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -313832.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -313985.812500 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -313985.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -314048.500000 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -314048.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -314090.875000 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -314090.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -314121.343750 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -314121.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -314140.968750 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -314141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -314157.906250 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -314157.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -314171.968750 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -314172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -314182.937500 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -314182.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -314193.343750 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -314193.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -314201.781250 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -314201.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -314210.875000 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -314210.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -314217.468750 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -314217.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -314220.125000 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -314220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -314222.375000 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -314222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -314225.656250 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -314225.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -314231.593750 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -314231.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -314237.500000 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -314237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -314242.312500 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -314242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -314246.406250 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -314246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -314251.031250 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -314251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -314256.343750 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -314256.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -314260.843750 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -314260.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -314265.750000 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -314265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -314269.968750 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -314270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -314272.187500 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -314272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -314272.562500 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -314272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -314273.593750 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -314273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -314275.218750 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -314275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -314275.218750 Penalty: 3891.132080
	Iteration 30F: 3 clusters Score -314275.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Entering Unmasked Estep 
Score: -817151.062500 Penalty: 2180.590088
	Iteration 0F: 2 clusters Score -817151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -811610.250000 Penalty: 4361.180176
	Iteration 0F: 3 clusters Score -811610.2 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -813019.437500 Penalty: 4361.180176
	Iteration 1F: 3 clusters Score -813019.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -813295.812500 Penalty: 4361.180176
	Iteration 2F: 3 clusters Score -813295.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -813477.687500 Penalty: 4361.180176
	Iteration 3F: 3 clusters Score -813477.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -813594.000000 Penalty: 4361.180176
	Iteration 4Q: 3 clusters Score -813594 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -813668.937500 Penalty: 4361.180176
	Iteration 5Q: 3 clusters Score -813668.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -813730.812500 Penalty: 4361.180176
	Iteration 6Q: 3 clusters Score -813730.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -813789.250000 Penalty: 4361.180176
	Iteration 7Q: 3 clusters Score -813789.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -813831.437500 Penalty: 4361.180176
	Iteration 8Q: 3 clusters Score -813831.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -813870.875000 Penalty: 4361.180176
	Iteration 9Q: 3 clusters Score -813870.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -813907.437500 Penalty: 4361.180176
	Iteration 10Q: 3 clusters Score -813907.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -813950.625000 Penalty: 4361.180176
	Iteration 11Q: 3 clusters Score -813950.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -813991.750000 Penalty: 4361.180176
	Iteration 12Q: 3 clusters Score -813991.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -814034.500000 Penalty: 4361.180176
	Iteration 13Q: 3 clusters Score -814034.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -814070.187500 Penalty: 4361.180176
	Iteration 14Q: 3 clusters Score -814070.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -814117.625000 Penalty: 4361.180176
	Iteration 15Q: 3 clusters Score -814117.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -814173.500000 Penalty: 4361.180176
	Iteration 16Q: 3 clusters Score -814173.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -814235.750000 Penalty: 4361.180176
	Iteration 17Q: 3 clusters Score -814235.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -814301.625000 Penalty: 4361.180176
	Iteration 18Q: 3 clusters Score -814301.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -814383.312500 Penalty: 4361.180176
	Iteration 19Q: 3 clusters Score -814383.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -814465.125000 Penalty: 4361.180176
	Iteration 20F: 3 clusters Score -814465.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -814538.625000 Penalty: 4361.180176
	Iteration 21Q: 3 clusters Score -814538.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -814611.500000 Penalty: 4361.180176
	Iteration 22Q: 3 clusters Score -814611.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -814689.000000 Penalty: 4361.180176
	Iteration 23Q: 3 clusters Score -814689 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -814764.562500 Penalty: 4361.180176
	Iteration 24Q: 3 clusters Score -814764.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -814844.937500 Penalty: 4361.180176
	Iteration 25Q: 3 clusters Score -814844.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -814915.687500 Penalty: 4361.180176
	Iteration 26Q: 3 clusters Score -814915.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -814964.750000 Penalty: 4361.180176
	Iteration 27Q: 3 clusters Score -814964.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -815024.875000 Penalty: 4361.180176
	Iteration 28Q: 3 clusters Score -815024.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -815080.750000 Penalty: 4361.180176
	Iteration 29Q: 3 clusters Score -815080.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -815116.562500 Penalty: 4361.180176
	Iteration 30Q: 3 clusters Score -815116.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -815155.000000 Penalty: 4361.180176
	Iteration 31Q: 3 clusters Score -815155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -815189.250000 Penalty: 4361.180176
	Iteration 32Q: 3 clusters Score -815189.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -815220.500000 Penalty: 4361.180176
	Iteration 33Q: 3 clusters Score -815220.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -815251.500000 Penalty: 4361.180176
	Iteration 34Q: 3 clusters Score -815251.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -815275.875000 Penalty: 4361.180176
	Iteration 35Q: 3 clusters Score -815275.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -815298.875000 Penalty: 4361.180176
	Iteration 36Q: 3 clusters Score -815298.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -815315.250000 Penalty: 4361.180176
	Iteration 37Q: 3 clusters Score -815315.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -815333.000000 Penalty: 4361.180176
	Iteration 38Q: 3 clusters Score -815333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -815346.625000 Penalty: 4361.180176
	Iteration 39Q: 3 clusters Score -815346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -815360.875000 Penalty: 4361.180176
	Iteration 40F: 3 clusters Score -815360.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -815372.687500 Penalty: 4361.180176
	Iteration 41Q: 3 clusters Score -815372.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -815378.937500 Penalty: 4361.180176
	Iteration 42Q: 3 clusters Score -815378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -815382.562500 Penalty: 4361.180176
	Iteration 43Q: 3 clusters Score -815382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -815387.250000 Penalty: 4361.180176
	Iteration 44Q: 3 clusters Score -815387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -815396.312500 Penalty: 4361.180176
	Iteration 45Q: 3 clusters Score -815396.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -815402.500000 Penalty: 4361.180176
	Iteration 46Q: 3 clusters Score -815402.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -815411.437500 Penalty: 4361.180176
	Iteration 47Q: 3 clusters Score -815411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -815414.187500 Penalty: 4361.180176
	Iteration 48Q: 3 clusters Score -815414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -815416.750000 Penalty: 4361.180176
	Iteration 49Q: 3 clusters Score -815416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -815416.812500 Penalty: 4361.180176
	Iteration 50Q: 3 clusters Score -815416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -815417.750000 Penalty: 4361.180176
	Iteration 51Q: 3 clusters Score -815417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -815418.750000 Penalty: 4361.180176
	Iteration 52Q: 3 clusters Score -815418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -815419.562500 Penalty: 4361.180176
	Iteration 53Q: 3 clusters Score -815419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -815421.812500 Penalty: 4361.180176
	Iteration 54Q: 3 clusters Score -815421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -815421.812500 Penalty: 4361.180176
	Iteration 55F: 3 clusters Score -815421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Entering Unmasked Estep 
Score: -799270.250000 Penalty: 2182.988281
	Iteration 0F: 2 clusters Score -799270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -793717.750000 Penalty: 4365.976562
	Iteration 0F: 3 clusters Score -793717.8 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -795210.500000 Penalty: 4365.976562
	Iteration 1F: 3 clusters Score -795210.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -795501.937500 Penalty: 4365.976562
	Iteration 2F: 3 clusters Score -795501.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -795701.187500 Penalty: 4365.976562
	Iteration 3F: 3 clusters Score -795701.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -795856.750000 Penalty: 4365.976562
	Iteration 4Q: 3 clusters Score -795856.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -795974.062500 Penalty: 4365.976562
	Iteration 5Q: 3 clusters Score -795974.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -796073.312500 Penalty: 4365.976562
	Iteration 6Q: 3 clusters Score -796073.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -796162.812500 Penalty: 4365.976562
	Iteration 7Q: 3 clusters Score -796162.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -796241.562500 Penalty: 4365.976562
	Iteration 8Q: 3 clusters Score -796241.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -796318.625000 Penalty: 4365.976562
	Iteration 9Q: 3 clusters Score -796318.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -796400.125000 Penalty: 4365.976562
	Iteration 10Q: 3 clusters Score -796400.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -796491.750000 Penalty: 4365.976562
	Iteration 11Q: 3 clusters Score -796491.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -796578.375000 Penalty: 4365.976562
	Iteration 12Q: 3 clusters Score -796578.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -796656.250000 Penalty: 4365.976562
	Iteration 13Q: 3 clusters Score -796656.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -796743.250000 Penalty: 4365.976562
	Iteration 14Q: 3 clusters Score -796743.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -796832.312500 Penalty: 4365.976562
	Iteration 15Q: 3 clusters Score -796832.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -796941.187500 Penalty: 4365.976562
	Iteration 16Q: 3 clusters Score -796941.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -797060.312500 Penalty: 4365.976562
	Iteration 17Q: 3 clusters Score -797060.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -797194.437500 Penalty: 4365.976562
	Iteration 18Q: 3 clusters Score -797194.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -797341.187500 Penalty: 4365.976562
	Iteration 19Q: 3 clusters Score -797341.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -797494.312500 Penalty: 4365.976562
	Iteration 20F: 3 clusters Score -797494.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -797615.187500 Penalty: 4365.976562
	Iteration 21Q: 3 clusters Score -797615.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -797717.062500 Penalty: 4365.976562
	Iteration 22Q: 3 clusters Score -797717.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -797810.250000 Penalty: 4365.976562
	Iteration 23Q: 3 clusters Score -797810.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -797884.625000 Penalty: 4365.976562
	Iteration 24Q: 3 clusters Score -797884.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -797946.250000 Penalty: 4365.976562
	Iteration 25Q: 3 clusters Score -797946.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -797983.937500 Penalty: 4365.976562
	Iteration 26Q: 3 clusters Score -797983.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -798011.375000 Penalty: 4365.976562
	Iteration 27Q: 3 clusters Score -798011.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -798039.062500 Penalty: 4365.976562
	Iteration 28Q: 3 clusters Score -798039.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -798062.375000 Penalty: 4365.976562
	Iteration 29Q: 3 clusters Score -798062.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -798078.937500 Penalty: 4365.976562
	Iteration 30Q: 3 clusters Score -798078.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -798099.312500 Penalty: 4365.976562
	Iteration 31Q: 3 clusters Score -798099.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -798124.562500 Penalty: 4365.976562
	Iteration 32Q: 3 clusters Score -798124.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -798134.687500 Penalty: 4365.976562
	Iteration 33Q: 3 clusters Score -798134.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -798145.437500 Penalty: 4365.976562
	Iteration 34Q: 3 clusters Score -798145.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -798161.625000 Penalty: 4365.976562
	Iteration 35Q: 3 clusters Score -798161.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -798170.312500 Penalty: 4365.976562
	Iteration 36Q: 3 clusters Score -798170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -798173.937500 Penalty: 4365.976562
	Iteration 37Q: 3 clusters Score -798173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -798175.000000 Penalty: 4365.976562
	Iteration 38Q: 3 clusters Score -798175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -798179.125000 Penalty: 4365.976562
	Iteration 39Q: 3 clusters Score -798179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -798181.187500 Penalty: 4365.976562
	Iteration 40F: 3 clusters Score -798181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -798183.062500 Penalty: 4365.976562
	Iteration 41Q: 3 clusters Score -798183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -798183.062500 Penalty: 4365.976562
	Iteration 42F: 3 clusters Score -798183.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -157063.046875 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -157063 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 701 members 
Entering Unmasked Estep 
Score: -155009.062500 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -155009.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155675.234375 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -155675.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -156006.984375 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -156007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -156144.812500 Penalty: 3582.754639
	Iteration 3F: 3 clusters Score -156144.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -156267.281250 Penalty: 3582.754639
	Iteration 4F: 3 clusters Score -156267.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -156375.234375 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -156375.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -156487.984375 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -156488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -156605.234375 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -156605.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -156716.218750 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -156716.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -156813.718750 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -156813.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -156862.515625 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -156862.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -156904.609375 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -156904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -156916.390625 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -156916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -156923.890625 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -156923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -156925.031250 Penalty: 3582.754639
	Iteration 14Q: 3 clusters Score -156925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -156930.921875 Penalty: 3582.754639
	Iteration 15F: 3 clusters Score -156930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -156991.515625 Penalty: 3582.754639
	Iteration 16Q: 3 clusters Score -156991.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -157162.281250 Penalty: 3582.754639
	Iteration 17Q: 3 clusters Score -157162.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -157516.625000 Penalty: 3582.754639
	Iteration 18Q: 3 clusters Score -157516.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -157928.781250 Penalty: 3582.754639
	Iteration 19Q: 3 clusters Score -157928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -157973.000000 Penalty: 3582.754639
	Iteration 20F: 3 clusters Score -157973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -157984.687500 Penalty: 3582.754639
	Iteration 21Q: 3 clusters Score -157984.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -157986.078125 Penalty: 3582.754639
	Iteration 22Q: 3 clusters Score -157986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -157986.078125 Penalty: 3582.754639
	Iteration 23F: 3 clusters Score -157986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 12524 members 
Mstep: Class 8 contains 12805 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 12832 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 30383 members 
Mstep: Class 15 contains 42847 members 
Mstep: Class 16 contains 151721 members 
Mstep: Class 17 contains 19935 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 14968 members 
Entering Unmasked Estep 
Score: -42884428.000000 Penalty: 59960.500000
Splitting cluster 6 changes total score from -42884780.000000 to -42884428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (12524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Entering Unmasked Estep 
Score: -1628241.500000 Penalty: 2339.979736
	Iteration 0F: 2 clusters Score -1628242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1619025.250000 Penalty: 4679.959473
	Iteration 0F: 3 clusters Score -1619025 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1621844.125000 Penalty: 4679.959473
	Iteration 1F: 3 clusters Score -1621844 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1622127.000000 Penalty: 4679.959473
	Iteration 2F: 3 clusters Score -1622127 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1622350.375000 Penalty: 4679.959473
	Iteration 3Q: 3 clusters Score -1622350 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1622527.250000 Penalty: 4679.959473
	Iteration 4Q: 3 clusters Score -1622527 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1622654.875000 Penalty: 4679.959473
	Iteration 5Q: 3 clusters Score -1622655 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1622784.500000 Penalty: 4679.959473
	Iteration 6Q: 3 clusters Score -1622784 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1622903.125000 Penalty: 4679.959473
	Iteration 7Q: 3 clusters Score -1622903 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1623017.125000 Penalty: 4679.959473
	Iteration 8Q: 3 clusters Score -1623017 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1623134.500000 Penalty: 4679.959473
	Iteration 9Q: 3 clusters Score -1623134 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1623260.000000 Penalty: 4679.959473
	Iteration 10Q: 3 clusters Score -1623260 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1623376.375000 Penalty: 4679.959473
	Iteration 11Q: 3 clusters Score -1623376 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1623502.750000 Penalty: 4679.959473
	Iteration 12Q: 3 clusters Score -1623503 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1623629.375000 Penalty: 4679.959473
	Iteration 13Q: 3 clusters Score -1623629 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1623731.750000 Penalty: 4679.959473
	Iteration 14Q: 3 clusters Score -1623732 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1623848.625000 Penalty: 4679.959473
	Iteration 15Q: 3 clusters Score -1623849 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1623985.375000 Penalty: 4679.959473
	Iteration 16Q: 3 clusters Score -1623985 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1624130.250000 Penalty: 4679.959473
	Iteration 17Q: 3 clusters Score -1624130 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1624279.375000 Penalty: 4679.959473
	Iteration 18Q: 3 clusters Score -1624279 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1624435.500000 Penalty: 4679.959473
	Iteration 19Q: 3 clusters Score -1624436 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1624596.250000 Penalty: 4679.959473
	Iteration 20F: 3 clusters Score -1624596 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1624769.500000 Penalty: 4679.959473
	Iteration 21Q: 3 clusters Score -1624770 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1624934.750000 Penalty: 4679.959473
	Iteration 22Q: 3 clusters Score -1624935 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1625088.250000 Penalty: 4679.959473
	Iteration 23Q: 3 clusters Score -1625088 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1625214.125000 Penalty: 4679.959473
	Iteration 24Q: 3 clusters Score -1625214 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1625338.375000 Penalty: 4679.959473
	Iteration 25Q: 3 clusters Score -1625338 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1625434.125000 Penalty: 4679.959473
	Iteration 26Q: 3 clusters Score -1625434 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1625529.000000 Penalty: 4679.959473
	Iteration 27Q: 3 clusters Score -1625529 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1625626.500000 Penalty: 4679.959473
	Iteration 28Q: 3 clusters Score -1625626 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1625737.375000 Penalty: 4679.959473
	Iteration 29Q: 3 clusters Score -1625737 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1625851.875000 Penalty: 4679.959473
	Iteration 30Q: 3 clusters Score -1625852 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1625969.000000 Penalty: 4679.959473
	Iteration 31Q: 3 clusters Score -1625969 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1626052.875000 Penalty: 4679.959473
	Iteration 32Q: 3 clusters Score -1626053 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1626143.000000 Penalty: 4679.959473
	Iteration 33Q: 3 clusters Score -1626143 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1626201.250000 Penalty: 4679.959473
	Iteration 34Q: 3 clusters Score -1626201 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1626238.500000 Penalty: 4679.959473
	Iteration 35Q: 3 clusters Score -1626238 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1626287.250000 Penalty: 4679.959473
	Iteration 36Q: 3 clusters Score -1626287 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1626326.750000 Penalty: 4679.959473
	Iteration 37Q: 3 clusters Score -1626327 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1626375.500000 Penalty: 4679.959473
	Iteration 38Q: 3 clusters Score -1626376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1626432.250000 Penalty: 4679.959473
	Iteration 39Q: 3 clusters Score -1626432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1626495.375000 Penalty: 4679.959473
	Iteration 40F: 3 clusters Score -1626495 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1626559.375000 Penalty: 4679.959473
	Iteration 41Q: 3 clusters Score -1626559 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1626650.625000 Penalty: 4679.959473
	Iteration 42Q: 3 clusters Score -1626651 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1626778.250000 Penalty: 4679.959473
	Iteration 43Q: 3 clusters Score -1626778 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1626927.250000 Penalty: 4679.959473
	Iteration 44Q: 3 clusters Score -1626927 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1627120.750000 Penalty: 4679.959473
	Iteration 45Q: 3 clusters Score -1627121 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1627334.125000 Penalty: 4679.959473
	Iteration 46Q: 3 clusters Score -1627334 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1627523.625000 Penalty: 4679.959473
	Iteration 47Q: 3 clusters Score -1627524 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1627657.000000 Penalty: 4679.959473
	Iteration 48Q: 3 clusters Score -1627657 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1627743.375000 Penalty: 4679.959473
	Iteration 49Q: 3 clusters Score -1627743 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1627782.250000 Penalty: 4679.959473
	Iteration 50Q: 3 clusters Score -1627782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1627810.875000 Penalty: 4679.959473
	Iteration 51Q: 3 clusters Score -1627811 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1627826.375000 Penalty: 4679.959473
	Iteration 52Q: 3 clusters Score -1627826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1627830.375000 Penalty: 4679.959473
	Iteration 53Q: 3 clusters Score -1627830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1627836.250000 Penalty: 4679.959473
	Iteration 54Q: 3 clusters Score -1627836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1627844.750000 Penalty: 4679.959473
	Iteration 55Q: 3 clusters Score -1627845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1627845.125000 Penalty: 4679.959473
	Iteration 56Q: 3 clusters Score -1627845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1627845.750000 Penalty: 4679.959473
	Iteration 57Q: 3 clusters Score -1627846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1627849.125000 Penalty: 4679.959473
	Iteration 58Q: 3 clusters Score -1627849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1627846.000000 Penalty: 4679.959473
	Iteration 59Q: 3 clusters Score -1627846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1627848.500000 Penalty: 4679.959473
	Iteration 60F: 3 clusters Score -1627848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1627849.125000 Penalty: 4679.959473
	Iteration 61Q: 3 clusters Score -1627849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1627848.375000 Penalty: 4679.959473
	Iteration 62Q: 3 clusters Score -1627848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1627849.875000 Penalty: 4679.959473
	Iteration 63Q: 3 clusters Score -1627850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1627851.750000 Penalty: 4679.959473
	Iteration 64Q: 3 clusters Score -1627852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1627849.625000 Penalty: 4679.959473
	Iteration 65Q: 3 clusters Score -1627850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1627849.625000 Penalty: 4679.959473
	Iteration 66F: 3 clusters Score -1627850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Entering Unmasked Estep 
Score: -1688789.125000 Penalty: 2345.482666
	Iteration 0F: 2 clusters Score -1688789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1679298.125000 Penalty: 4690.965332
	Iteration 0F: 3 clusters Score -1679298 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1682161.125000 Penalty: 4690.965332
	Iteration 1F: 3 clusters Score -1682161 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1682510.375000 Penalty: 4690.965332
	Iteration 2F: 3 clusters Score -1682510 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1682820.625000 Penalty: 4690.965332
	Iteration 3F: 3 clusters Score -1682821 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1683088.500000 Penalty: 4690.965332
	Iteration 4Q: 3 clusters Score -1683088 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1683354.750000 Penalty: 4690.965332
	Iteration 5Q: 3 clusters Score -1683355 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1683672.000000 Penalty: 4690.965332
	Iteration 6Q: 3 clusters Score -1683672 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1684072.500000 Penalty: 4690.965332
	Iteration 7Q: 3 clusters Score -1684072 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1684511.750000 Penalty: 4690.965332
	Iteration 8F: 3 clusters Score -1684512 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1684995.875000 Penalty: 4690.965332
	Iteration 9F: 3 clusters Score -1684996 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1685534.375000 Penalty: 4690.965332
	Iteration 10F: 3 clusters Score -1685534 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1685974.000000 Penalty: 4690.965332
	Iteration 11Q: 3 clusters Score -1685974 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1686285.375000 Penalty: 4690.965332
	Iteration 12Q: 3 clusters Score -1686285 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1686479.375000 Penalty: 4690.965332
	Iteration 13Q: 3 clusters Score -1686479 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1686619.375000 Penalty: 4690.965332
	Iteration 14Q: 3 clusters Score -1686619 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1686695.625000 Penalty: 4690.965332
	Iteration 15Q: 3 clusters Score -1686696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1686744.000000 Penalty: 4690.965332
	Iteration 16Q: 3 clusters Score -1686744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1686775.625000 Penalty: 4690.965332
	Iteration 17Q: 3 clusters Score -1686776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1686805.750000 Penalty: 4690.965332
	Iteration 18Q: 3 clusters Score -1686806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1686815.000000 Penalty: 4690.965332
	Iteration 19Q: 3 clusters Score -1686815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1686827.750000 Penalty: 4690.965332
	Iteration 20F: 3 clusters Score -1686828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1686834.250000 Penalty: 4690.965332
	Iteration 21Q: 3 clusters Score -1686834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1686834.250000 Penalty: 4690.965332
	Iteration 22F: 3 clusters Score -1686834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -388295.406250 Penalty: 1990.652344
	Iteration 0F: 2 clusters Score -388295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -385034.343750 Penalty: 3981.304688
	Iteration 0F: 3 clusters Score -385034.3 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -385791.250000 Penalty: 3981.304688
	Iteration 1F: 3 clusters Score -385791.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -385972.656250 Penalty: 3981.304688
	Iteration 2F: 3 clusters Score -385972.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -386063.062500 Penalty: 3981.304688
	Iteration 3Q: 3 clusters Score -386063.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -386123.062500 Penalty: 3981.304688
	Iteration 4Q: 3 clusters Score -386123.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -386163.656250 Penalty: 3981.304688
	Iteration 5Q: 3 clusters Score -386163.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -386199.468750 Penalty: 3981.304688
	Iteration 6Q: 3 clusters Score -386199.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -386224.968750 Penalty: 3981.304688
	Iteration 7Q: 3 clusters Score -386225 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -386252.500000 Penalty: 3981.304688
	Iteration 8Q: 3 clusters Score -386252.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -386280.000000 Penalty: 3981.304688
	Iteration 9Q: 3 clusters Score -386280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -386319.250000 Penalty: 3981.304688
	Iteration 10Q: 3 clusters Score -386319.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -386355.406250 Penalty: 3981.304688
	Iteration 11Q: 3 clusters Score -386355.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -386386.218750 Penalty: 3981.304688
	Iteration 12Q: 3 clusters Score -386386.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -386412.343750 Penalty: 3981.304688
	Iteration 13Q: 3 clusters Score -386412.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -386448.531250 Penalty: 3981.304688
	Iteration 14Q: 3 clusters Score -386448.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -386481.812500 Penalty: 3981.304688
	Iteration 15Q: 3 clusters Score -386481.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -386511.187500 Penalty: 3981.304688
	Iteration 16Q: 3 clusters Score -386511.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -386532.718750 Penalty: 3981.304688
	Iteration 17Q: 3 clusters Score -386532.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -386554.750000 Penalty: 3981.304688
	Iteration 18Q: 3 clusters Score -386554.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -386581.093750 Penalty: 3981.304688
	Iteration 19Q: 3 clusters Score -386581.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -386601.437500 Penalty: 3981.304688
	Iteration 20F: 3 clusters Score -386601.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -386626.968750 Penalty: 3981.304688
	Iteration 21Q: 3 clusters Score -386627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -386644.281250 Penalty: 3981.304688
	Iteration 22Q: 3 clusters Score -386644.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -386655.750000 Penalty: 3981.304688
	Iteration 23Q: 3 clusters Score -386655.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -386675.031250 Penalty: 3981.304688
	Iteration 24Q: 3 clusters Score -386675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -386691.843750 Penalty: 3981.304688
	Iteration 25Q: 3 clusters Score -386691.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -386704.406250 Penalty: 3981.304688
	Iteration 26Q: 3 clusters Score -386704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -386718.687500 Penalty: 3981.304688
	Iteration 27Q: 3 clusters Score -386718.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -386734.062500 Penalty: 3981.304688
	Iteration 28Q: 3 clusters Score -386734.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -386757.843750 Penalty: 3981.304688
	Iteration 29Q: 3 clusters Score -386757.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -386795.187500 Penalty: 3981.304688
	Iteration 30Q: 3 clusters Score -386795.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -386818.000000 Penalty: 3981.304688
	Iteration 31Q: 3 clusters Score -386818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -386843.562500 Penalty: 3981.304688
	Iteration 32Q: 3 clusters Score -386843.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -386869.500000 Penalty: 3981.304688
	Iteration 33Q: 3 clusters Score -386869.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -386882.500000 Penalty: 3981.304688
	Iteration 34Q: 3 clusters Score -386882.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -386892.156250 Penalty: 3981.304688
	Iteration 35Q: 3 clusters Score -386892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -386906.562500 Penalty: 3981.304688
	Iteration 36Q: 3 clusters Score -386906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -386917.718750 Penalty: 3981.304688
	Iteration 37Q: 3 clusters Score -386917.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -386933.687500 Penalty: 3981.304688
	Iteration 38Q: 3 clusters Score -386933.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -386941.031250 Penalty: 3981.304688
	Iteration 39Q: 3 clusters Score -386941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -386950.000000 Penalty: 3981.304688
	Iteration 40F: 3 clusters Score -386950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -386990.500000 Penalty: 3981.304688
	Iteration 41Q: 3 clusters Score -386990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -386997.906250 Penalty: 3981.304688
	Iteration 42Q: 3 clusters Score -386997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -387000.937500 Penalty: 3981.304688
	Iteration 43Q: 3 clusters Score -387000.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -387001.843750 Penalty: 3981.304688
	Iteration 44Q: 3 clusters Score -387001.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -387001.843750 Penalty: 3981.304688
	Iteration 45F: 3 clusters Score -387001.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Entering Unmasked Estep 
Score: -1652370.250000 Penalty: 2346.005127
	Iteration 0F: 2 clusters Score -1652370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1642859.250000 Penalty: 4692.010254
	Iteration 0F: 3 clusters Score -1642859 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1645795.750000 Penalty: 4692.010254
	Iteration 1F: 3 clusters Score -1645796 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1646172.375000 Penalty: 4692.010254
	Iteration 2F: 3 clusters Score -1646172 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1646532.750000 Penalty: 4692.010254
	Iteration 3F: 3 clusters Score -1646533 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1646860.625000 Penalty: 4692.010254
	Iteration 4Q: 3 clusters Score -1646861 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1647258.375000 Penalty: 4692.010254
	Iteration 5F: 3 clusters Score -1647258 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1647803.750000 Penalty: 4692.010254
	Iteration 6F: 3 clusters Score -1647804 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1648395.625000 Penalty: 4692.010254
	Iteration 7F: 3 clusters Score -1648396 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1649042.125000 Penalty: 4692.010254
	Iteration 8F: 3 clusters Score -1649042 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1649612.750000 Penalty: 4692.010254
	Iteration 9F: 3 clusters Score -1649613 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1650072.625000 Penalty: 4692.010254
	Iteration 10Q: 3 clusters Score -1650073 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1650387.875000 Penalty: 4692.010254
	Iteration 11Q: 3 clusters Score -1650388 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1650570.500000 Penalty: 4692.010254
	Iteration 12Q: 3 clusters Score -1650570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1650700.375000 Penalty: 4692.010254
	Iteration 13Q: 3 clusters Score -1650700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1650781.625000 Penalty: 4692.010254
	Iteration 14Q: 3 clusters Score -1650782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1650829.750000 Penalty: 4692.010254
	Iteration 15Q: 3 clusters Score -1650830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1650863.875000 Penalty: 4692.010254
	Iteration 16Q: 3 clusters Score -1650864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1650874.125000 Penalty: 4692.010254
	Iteration 17Q: 3 clusters Score -1650874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1650894.625000 Penalty: 4692.010254
	Iteration 18Q: 3 clusters Score -1650895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1650918.750000 Penalty: 4692.010254
	Iteration 19Q: 3 clusters Score -1650919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1650930.250000 Penalty: 4692.010254
	Iteration 20F: 3 clusters Score -1650930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1650934.250000 Penalty: 4692.010254
	Iteration 21Q: 3 clusters Score -1650934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1650938.000000 Penalty: 4692.010254
	Iteration 22Q: 3 clusters Score -1650938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1650936.000000 Penalty: 4692.010254
	Iteration 23Q: 3 clusters Score -1650936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1650940.000000 Penalty: 4692.010254
	Iteration 24Q: 3 clusters Score -1650940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1650940.000000 Penalty: 4692.010254
	Iteration 25F: 3 clusters Score -1650940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -774178.812500 Penalty: 2167.762207
	Iteration 0F: 2 clusters Score -774178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -768828.562500 Penalty: 4335.524414
	Iteration 0F: 3 clusters Score -768828.6 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -770245.625000 Penalty: 4335.524414
	Iteration 1F: 3 clusters Score -770245.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -770542.500000 Penalty: 4335.524414
	Iteration 2F: 3 clusters Score -770542.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -770765.562500 Penalty: 4335.524414
	Iteration 3F: 3 clusters Score -770765.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -770955.562500 Penalty: 4335.524414
	Iteration 4Q: 3 clusters Score -770955.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -771149.625000 Penalty: 4335.524414
	Iteration 5Q: 3 clusters Score -771149.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -771336.437500 Penalty: 4335.524414
	Iteration 6Q: 3 clusters Score -771336.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -771492.437500 Penalty: 4335.524414
	Iteration 7Q: 3 clusters Score -771492.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -771628.312500 Penalty: 4335.524414
	Iteration 8Q: 3 clusters Score -771628.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -771733.875000 Penalty: 4335.524414
	Iteration 9Q: 3 clusters Score -771733.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -771813.500000 Penalty: 4335.524414
	Iteration 10Q: 3 clusters Score -771813.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -771885.375000 Penalty: 4335.524414
	Iteration 11Q: 3 clusters Score -771885.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -771957.437500 Penalty: 4335.524414
	Iteration 12Q: 3 clusters Score -771957.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -772018.625000 Penalty: 4335.524414
	Iteration 13Q: 3 clusters Score -772018.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -772066.750000 Penalty: 4335.524414
	Iteration 14Q: 3 clusters Score -772066.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -772124.875000 Penalty: 4335.524414
	Iteration 15Q: 3 clusters Score -772124.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -772185.437500 Penalty: 4335.524414
	Iteration 16Q: 3 clusters Score -772185.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -772232.812500 Penalty: 4335.524414
	Iteration 17Q: 3 clusters Score -772232.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -772281.875000 Penalty: 4335.524414
	Iteration 18Q: 3 clusters Score -772281.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -772325.750000 Penalty: 4335.524414
	Iteration 19Q: 3 clusters Score -772325.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -772374.812500 Penalty: 4335.524414
	Iteration 20F: 3 clusters Score -772374.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -772423.750000 Penalty: 4335.524414
	Iteration 21Q: 3 clusters Score -772423.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -772471.750000 Penalty: 4335.524414
	Iteration 22Q: 3 clusters Score -772471.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -772510.312500 Penalty: 4335.524414
	Iteration 23Q: 3 clusters Score -772510.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -772530.187500 Penalty: 4335.524414
	Iteration 24Q: 3 clusters Score -772530.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -772549.437500 Penalty: 4335.524414
	Iteration 25Q: 3 clusters Score -772549.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -772566.187500 Penalty: 4335.524414
	Iteration 26Q: 3 clusters Score -772566.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -772582.062500 Penalty: 4335.524414
	Iteration 27Q: 3 clusters Score -772582.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -772594.937500 Penalty: 4335.524414
	Iteration 28Q: 3 clusters Score -772594.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -772608.250000 Penalty: 4335.524414
	Iteration 29Q: 3 clusters Score -772608.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -772619.875000 Penalty: 4335.524414
	Iteration 30Q: 3 clusters Score -772619.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -772627.750000 Penalty: 4335.524414
	Iteration 31Q: 3 clusters Score -772627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -772629.875000 Penalty: 4335.524414
	Iteration 32Q: 3 clusters Score -772629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -772629.437500 Penalty: 4335.524414
	Iteration 33Q: 3 clusters Score -772629.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -772629.437500 Penalty: 4335.524414
	Iteration 34F: 3 clusters Score -772629.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -290591.312500 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -290591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -287821.156250 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -287821.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -288399.656250 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -288399.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -288524.718750 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -288524.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -288607.000000 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -288607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -288663.250000 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -288663.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -288704.750000 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -288704.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -288751.687500 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -288751.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -288783.906250 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -288783.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -288821.093750 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -288821.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -288861.781250 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -288861.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -288897.687500 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -288897.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -288936.750000 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -288936.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -288976.718750 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -288976.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -289013.406250 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -289013.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -289041.656250 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -289041.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -289077.625000 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -289077.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -289127.156250 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -289127.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -289192.500000 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -289192.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -289268.750000 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -289268.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -289321.375000 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -289321.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -289357.375000 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -289357.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -289390.656250 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -289390.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -289412.468750 Penalty: 3819.571045
	Iteration 22Q: 3 clusters Score -289412.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -289431.125000 Penalty: 3819.571045
	Iteration 23Q: 3 clusters Score -289431.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -289443.906250 Penalty: 3819.571045
	Iteration 24Q: 3 clusters Score -289443.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -289455.562500 Penalty: 3819.571045
	Iteration 25Q: 3 clusters Score -289455.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -289462.093750 Penalty: 3819.571045
	Iteration 26Q: 3 clusters Score -289462.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -289467.187500 Penalty: 3819.571045
	Iteration 27Q: 3 clusters Score -289467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -289469.500000 Penalty: 3819.571045
	Iteration 28Q: 3 clusters Score -289469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -289470.031250 Penalty: 3819.571045
	Iteration 29Q: 3 clusters Score -289470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -289471.656250 Penalty: 3819.571045
	Iteration 30Q: 3 clusters Score -289471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -289471.437500 Penalty: 3819.571045
	Iteration 31Q: 3 clusters Score -289471.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -289471.437500 Penalty: 3819.571045
	Iteration 32F: 3 clusters Score -289471.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -161894.328125 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -161894.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159919.046875 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -159919 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -160979.546875 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -160979.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -161547.296875 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -161547.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -161999.062500 Penalty: 3592.072998
	Iteration 3F: 3 clusters Score -161999.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -162416.000000 Penalty: 3592.072998
	Iteration 4F: 3 clusters Score -162416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -162703.234375 Penalty: 3592.072998
	Iteration 5Q: 3 clusters Score -162703.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -162984.109375 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -162984.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -163189.718750 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -163189.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -163290.828125 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -163290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -163324.218750 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -163324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -163328.265625 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -163328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -163329.156250 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -163329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -163344.031250 Penalty: 3592.072998
	Iteration 12F: 3 clusters Score -163344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -163355.781250 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -163355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -163355.781250 Penalty: 3592.072998
	Iteration 14F: 3 clusters Score -163355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12524 members 
Mstep: Class 8 contains 12805 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 12832 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 30383 members 
Mstep: Class 15 contains 42847 members 
Mstep: Class 16 contains 151721 members 
Mstep: Class 17 contains 19935 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 14968 members 
Entering Unmasked Estep 
Score: -42884952.000000 Penalty: 59960.500000
Splitting cluster 13 changes total score from -42884780.000000 to -42884952.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 14 (30383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Entering Unmasked Estep 
Score: -3913450.500000 Penalty: 2559.766357
	Iteration 0F: 2 clusters Score -3913450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3892555.500000 Penalty: 5119.532715
	Iteration 0F: 3 clusters Score -3892556 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3899966.500000 Penalty: 5119.532715
	Iteration 1F: 3 clusters Score -3899966 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3900437.750000 Penalty: 5119.532715
	Iteration 2Q: 3 clusters Score -3900438 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3900975.000000 Penalty: 5119.532715
	Iteration 3Q: 3 clusters Score -3900975 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3901632.000000 Penalty: 5119.532715
	Iteration 4Q: 3 clusters Score -3901632 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3902462.750000 Penalty: 5119.532715
	Iteration 5Q: 3 clusters Score -3902463 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3903577.000000 Penalty: 5119.532715
	Iteration 6F: 3 clusters Score -3903577 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3904972.250000 Penalty: 5119.532715
	Iteration 7F: 3 clusters Score -3904972 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3906817.000000 Penalty: 5119.532715
	Iteration 8F: 3 clusters Score -3906817 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3909159.000000 Penalty: 5119.532715
	Iteration 9F: 3 clusters Score -3909159 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3911596.250000 Penalty: 5119.532715
	Iteration 10F: 3 clusters Score -3911596 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3913358.750000 Penalty: 5119.532715
	Iteration 11F: 3 clusters Score -3913359 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3914393.000000 Penalty: 5119.532715
	Iteration 12Q: 3 clusters Score -3914393 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3914836.000000 Penalty: 5119.532715
	Iteration 13Q: 3 clusters Score -3914836 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3915057.000000 Penalty: 5119.532715
	Iteration 14Q: 3 clusters Score -3915057 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3915161.250000 Penalty: 5119.532715
	Iteration 15Q: 3 clusters Score -3915161 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3915235.750000 Penalty: 5119.532715
	Iteration 16Q: 3 clusters Score -3915236 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3915275.500000 Penalty: 5119.532715
	Iteration 17Q: 3 clusters Score -3915276 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3915311.750000 Penalty: 5119.532715
	Iteration 18Q: 3 clusters Score -3915312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3915318.250000 Penalty: 5119.532715
	Iteration 19Q: 3 clusters Score -3915318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3915333.500000 Penalty: 5119.532715
	Iteration 20F: 3 clusters Score -3915334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3915336.750000 Penalty: 5119.532715
	Iteration 21Q: 3 clusters Score -3915337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3915334.250000 Penalty: 5119.532715
	Iteration 22Q: 3 clusters Score -3915334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3915336.750000 Penalty: 5119.532715
	Iteration 23Q: 3 clusters Score -3915337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3915335.750000 Penalty: 5119.532715
	Iteration 24Q: 3 clusters Score -3915336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3915341.000000 Penalty: 5119.532715
	Iteration 25Q: 3 clusters Score -3915341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3915340.250000 Penalty: 5119.532715
	Iteration 26Q: 3 clusters Score -3915340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3915341.000000 Penalty: 5119.532715
	Iteration 27Q: 3 clusters Score -3915341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3915342.250000 Penalty: 5119.532715
	Iteration 28Q: 3 clusters Score -3915342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3915345.250000 Penalty: 5119.532715
	Iteration 29Q: 3 clusters Score -3915345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3915347.000000 Penalty: 5119.532715
	Iteration 30Q: 3 clusters Score -3915347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3915346.000000 Penalty: 5119.532715
	Iteration 31Q: 3 clusters Score -3915346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3915347.750000 Penalty: 5119.532715
	Iteration 32Q: 3 clusters Score -3915348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3915343.500000 Penalty: 5119.532715
	Iteration 33Q: 3 clusters Score -3915344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3915344.750000 Penalty: 5119.532715
	Iteration 34Q: 3 clusters Score -3915345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3915341.000000 Penalty: 5119.532715
	Iteration 35Q: 3 clusters Score -3915341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3915346.000000 Penalty: 5119.532715
	Iteration 36Q: 3 clusters Score -3915346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3915347.000000 Penalty: 5119.532715
	Iteration 37Q: 3 clusters Score -3915347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3915343.750000 Penalty: 5119.532715
	Iteration 38Q: 3 clusters Score -3915344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3915346.750000 Penalty: 5119.532715
	Iteration 39Q: 3 clusters Score -3915347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3915349.500000 Penalty: 5119.532715
	Iteration 40F: 3 clusters Score -3915350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3915348.250000 Penalty: 5119.532715
	Iteration 41Q: 3 clusters Score -3915348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3915353.750000 Penalty: 5119.532715
	Iteration 42Q: 3 clusters Score -3915354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3915350.500000 Penalty: 5119.532715
	Iteration 43Q: 3 clusters Score -3915350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3915350.750000 Penalty: 5119.532715
	Iteration 44Q: 3 clusters Score -3915351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3915350.750000 Penalty: 5119.532715
	Iteration 45F: 3 clusters Score -3915351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12524 members 
Mstep: Class 8 contains 12805 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 12832 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9676 members 
Mstep: Class 15 contains 42847 members 
Mstep: Class 16 contains 151721 members 
Mstep: Class 17 contains 19935 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 14968 members 
Mstep: Class 20 contains 20707 members 
Entering Unmasked Estep 
Score: -42886412.000000 Penalty: 63116.312500
Splitting cluster 14 changes total score from -42884780.000000 to -42886412.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (42847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Entering Unmasked Estep 
Score: -5578880.500000 Penalty: 2645.016846
	Iteration 0F: 2 clusters Score -5578880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5549982.000000 Penalty: 5290.033691
	Iteration 0F: 3 clusters Score -5549982 nChanged 19590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5560755.000000 Penalty: 5290.033691
	Iteration 1F: 3 clusters Score -5560755 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5561375.500000 Penalty: 5290.033691
	Iteration 2Q: 3 clusters Score -5561376 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -5561959.000000 Penalty: 5290.033691
	Iteration 3Q: 3 clusters Score -5561959 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5562523.000000 Penalty: 5290.033691
	Iteration 4Q: 3 clusters Score -5562523 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5563240.500000 Penalty: 5290.033691
	Iteration 5Q: 3 clusters Score -5563240 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -5564002.500000 Penalty: 5290.033691
	Iteration 6Q: 3 clusters Score -5564002 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -5564945.000000 Penalty: 5290.033691
	Iteration 7Q: 3 clusters Score -5564945 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -5566102.000000 Penalty: 5290.033691
	Iteration 8Q: 3 clusters Score -5566102 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -5567553.000000 Penalty: 5290.033691
	Iteration 9F: 3 clusters Score -5567553 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -5569109.500000 Penalty: 5290.033691
	Iteration 10F: 3 clusters Score -5569110 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -5570872.000000 Penalty: 5290.033691
	Iteration 11F: 3 clusters Score -5570872 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -5572351.500000 Penalty: 5290.033691
	Iteration 12Q: 3 clusters Score -5572352 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5573521.000000 Penalty: 5290.033691
	Iteration 13Q: 3 clusters Score -5573521 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5574501.500000 Penalty: 5290.033691
	Iteration 14Q: 3 clusters Score -5574502 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5575168.500000 Penalty: 5290.033691
	Iteration 15Q: 3 clusters Score -5575168 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5575603.000000 Penalty: 5290.033691
	Iteration 16Q: 3 clusters Score -5575603 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5575913.000000 Penalty: 5290.033691
	Iteration 17Q: 3 clusters Score -5575913 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5576164.000000 Penalty: 5290.033691
	Iteration 18Q: 3 clusters Score -5576164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5576294.500000 Penalty: 5290.033691
	Iteration 19Q: 3 clusters Score -5576294 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5576395.000000 Penalty: 5290.033691
	Iteration 20F: 3 clusters Score -5576395 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5576442.500000 Penalty: 5290.033691
	Iteration 21Q: 3 clusters Score -5576442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5576498.000000 Penalty: 5290.033691
	Iteration 22Q: 3 clusters Score -5576498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5576539.500000 Penalty: 5290.033691
	Iteration 23Q: 3 clusters Score -5576540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5576568.500000 Penalty: 5290.033691
	Iteration 24Q: 3 clusters Score -5576568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5576576.500000 Penalty: 5290.033691
	Iteration 25Q: 3 clusters Score -5576576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5576585.000000 Penalty: 5290.033691
	Iteration 26Q: 3 clusters Score -5576585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5576591.000000 Penalty: 5290.033691
	Iteration 27Q: 3 clusters Score -5576591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5576598.000000 Penalty: 5290.033691
	Iteration 28Q: 3 clusters Score -5576598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5576601.500000 Penalty: 5290.033691
	Iteration 29Q: 3 clusters Score -5576602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5576605.000000 Penalty: 5290.033691
	Iteration 30Q: 3 clusters Score -5576605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5576606.500000 Penalty: 5290.033691
	Iteration 31Q: 3 clusters Score -5576606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5576606.000000 Penalty: 5290.033691
	Iteration 32Q: 3 clusters Score -5576606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5576607.000000 Penalty: 5290.033691
	Iteration 33Q: 3 clusters Score -5576607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5576605.000000 Penalty: 5290.033691
	Iteration 34Q: 3 clusters Score -5576605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5576605.000000 Penalty: 5290.033691
	Iteration 35F: 3 clusters Score -5576605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151721 members 
Entering Unmasked Estep 
Score: -19881776.000000 Penalty: 2958.589844
	Iteration 0F: 2 clusters Score -1.988178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -19782070.000000 Penalty: 5917.179688
	Iteration 0F: 3 clusters Score -1.978207e+07 nChanged 72517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -19824444.000000 Penalty: 5917.179688
	Iteration 1F: 3 clusters Score -1.982444e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -19826732.000000 Penalty: 5917.179688
	Iteration 2Q: 3 clusters Score -1.982673e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -19831020.000000 Penalty: 5917.179688
	Iteration 3F: 3 clusters Score -1.983102e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -19838296.000000 Penalty: 5917.179688
	Iteration 4F: 3 clusters Score -1.98383e+07 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -19848412.000000 Penalty: 5917.179688
	Iteration 5F: 3 clusters Score -1.984841e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126674 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -19858758.000000 Penalty: 5917.179688
	Iteration 6F: 3 clusters Score -1.985876e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135608 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -19866848.000000 Penalty: 5917.179688
	Iteration 7F: 3 clusters Score -1.986685e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141927 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -19872484.000000 Penalty: 5917.179688
	Iteration 8Q: 3 clusters Score -1.987248e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -19875876.000000 Penalty: 5917.179688
	Iteration 9Q: 3 clusters Score -1.987588e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148515 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -19877662.000000 Penalty: 5917.179688
	Iteration 10Q: 3 clusters Score -1.987766e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149741 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -19878542.000000 Penalty: 5917.179688
	Iteration 11Q: 3 clusters Score -1.987854e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19878938.000000 Penalty: 5917.179688
	Iteration 12Q: 3 clusters Score -1.987894e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19879094.000000 Penalty: 5917.179688
	Iteration 13Q: 3 clusters Score -1.987909e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150841 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19879220.000000 Penalty: 5917.179688
	Iteration 14Q: 3 clusters Score -1.987922e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150936 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19879292.000000 Penalty: 5917.179688
	Iteration 15Q: 3 clusters Score -1.987929e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -19879334.000000 Penalty: 5917.179688
	Iteration 16Q: 3 clusters Score -1.987933e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151013 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19879342.000000 Penalty: 5917.179688
	Iteration 17Q: 3 clusters Score -1.987934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151035 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -19879354.000000 Penalty: 5917.179688
	Iteration 18Q: 3 clusters Score -1.987935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19879396.000000 Penalty: 5917.179688
	Iteration 19Q: 3 clusters Score -1.98794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151057 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -19879396.000000 Penalty: 5917.179688
	Iteration 20F: 3 clusters Score -1.98794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19879434.000000 Penalty: 5917.179688
	Iteration 21Q: 3 clusters Score -1.987943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151074 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -19879440.000000 Penalty: 5917.179688
	Iteration 22Q: 3 clusters Score -1.987944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -19879430.000000 Penalty: 5917.179688
	Iteration 23Q: 3 clusters Score -1.987943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -19879440.000000 Penalty: 5917.179688
	Iteration 24Q: 3 clusters Score -1.987944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -19879436.000000 Penalty: 5917.179688
	Iteration 25Q: 3 clusters Score -1.987944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151094 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -19879442.000000 Penalty: 5917.179688
	Iteration 26Q: 3 clusters Score -1.987944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151101 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19879434.000000 Penalty: 5917.179688
	Iteration 27Q: 3 clusters Score -1.987943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151105 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -19879454.000000 Penalty: 5917.179688
	Iteration 28Q: 3 clusters Score -1.987945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -19879464.000000 Penalty: 5917.179688
	Iteration 29Q: 3 clusters Score -1.987946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -19879450.000000 Penalty: 5917.179688
	Iteration 30Q: 3 clusters Score -1.987945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -19879458.000000 Penalty: 5917.179688
	Iteration 31Q: 3 clusters Score -1.987946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -19879454.000000 Penalty: 5917.179688
	Iteration 32Q: 3 clusters Score -1.987945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -19879454.000000 Penalty: 5917.179688
	Iteration 33F: 3 clusters Score -1.987945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Entering Unmasked Estep 
Score: -2608879.250000 Penalty: 2455.257568
	Iteration 0F: 2 clusters Score -2608879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2594833.500000 Penalty: 4910.515137
	Iteration 0F: 3 clusters Score -2594834 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2599622.250000 Penalty: 4910.515137
	Iteration 1F: 3 clusters Score -2599622 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2600019.000000 Penalty: 4910.515137
	Iteration 2F: 3 clusters Score -2600019 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2600359.500000 Penalty: 4910.515137
	Iteration 3Q: 3 clusters Score -2600360 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2600692.000000 Penalty: 4910.515137
	Iteration 4Q: 3 clusters Score -2600692 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2600991.500000 Penalty: 4910.515137
	Iteration 5Q: 3 clusters Score -2600992 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2601299.000000 Penalty: 4910.515137
	Iteration 6Q: 3 clusters Score -2601299 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2601635.750000 Penalty: 4910.515137
	Iteration 7Q: 3 clusters Score -2601636 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2602052.750000 Penalty: 4910.515137
	Iteration 8Q: 3 clusters Score -2602053 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2602522.000000 Penalty: 4910.515137
	Iteration 9Q: 3 clusters Score -2602522 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2603078.250000 Penalty: 4910.515137
	Iteration 10Q: 3 clusters Score -2603078 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2603626.750000 Penalty: 4910.515137
	Iteration 11Q: 3 clusters Score -2603627 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2604252.250000 Penalty: 4910.515137
	Iteration 12Q: 3 clusters Score -2604252 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2604846.250000 Penalty: 4910.515137
	Iteration 13Q: 3 clusters Score -2604846 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2605314.250000 Penalty: 4910.515137
	Iteration 14Q: 3 clusters Score -2605314 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2605701.750000 Penalty: 4910.515137
	Iteration 15Q: 3 clusters Score -2605702 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2605941.750000 Penalty: 4910.515137
	Iteration 16Q: 3 clusters Score -2605942 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2606109.250000 Penalty: 4910.515137
	Iteration 17Q: 3 clusters Score -2606109 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2606271.000000 Penalty: 4910.515137
	Iteration 18Q: 3 clusters Score -2606271 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2606400.500000 Penalty: 4910.515137
	Iteration 19Q: 3 clusters Score -2606400 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2606525.250000 Penalty: 4910.515137
	Iteration 20F: 3 clusters Score -2606525 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2606626.250000 Penalty: 4910.515137
	Iteration 21Q: 3 clusters Score -2606626 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2606705.000000 Penalty: 4910.515137
	Iteration 22Q: 3 clusters Score -2606705 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2606735.000000 Penalty: 4910.515137
	Iteration 23Q: 3 clusters Score -2606735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2606777.500000 Penalty: 4910.515137
	Iteration 24Q: 3 clusters Score -2606778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2606801.500000 Penalty: 4910.515137
	Iteration 25Q: 3 clusters Score -2606802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2606834.000000 Penalty: 4910.515137
	Iteration 26Q: 3 clusters Score -2606834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2606847.750000 Penalty: 4910.515137
	Iteration 27Q: 3 clusters Score -2606848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2606866.000000 Penalty: 4910.515137
	Iteration 28Q: 3 clusters Score -2606866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2606879.500000 Penalty: 4910.515137
	Iteration 29Q: 3 clusters Score -2606880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2606892.500000 Penalty: 4910.515137
	Iteration 30Q: 3 clusters Score -2606892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2606899.500000 Penalty: 4910.515137
	Iteration 31Q: 3 clusters Score -2606900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2606900.000000 Penalty: 4910.515137
	Iteration 32Q: 3 clusters Score -2606900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2606901.500000 Penalty: 4910.515137
	Iteration 33Q: 3 clusters Score -2606902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2606905.250000 Penalty: 4910.515137
	Iteration 34Q: 3 clusters Score -2606905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2606903.500000 Penalty: 4910.515137
	Iteration 35Q: 3 clusters Score -2606904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2606909.250000 Penalty: 4910.515137
	Iteration 36Q: 3 clusters Score -2606909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2606911.000000 Penalty: 4910.515137
	Iteration 37Q: 3 clusters Score -2606911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2606909.250000 Penalty: 4910.515137
	Iteration 38Q: 3 clusters Score -2606909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2606909.000000 Penalty: 4910.515137
	Iteration 39Q: 3 clusters Score -2606909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2606909.750000 Penalty: 4910.515137
	Iteration 40F: 3 clusters Score -2606910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2606912.750000 Penalty: 4910.515137
	Iteration 41Q: 3 clusters Score -2606913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2606909.000000 Penalty: 4910.515137
	Iteration 42Q: 3 clusters Score -2606909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2606906.500000 Penalty: 4910.515137
	Iteration 43Q: 3 clusters Score -2606906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2606906.500000 Penalty: 4910.515137
	Iteration 44Q: 3 clusters Score -2606906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2606908.000000 Penalty: 4910.515137
	Iteration 45Q: 3 clusters Score -2606908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2606910.000000 Penalty: 4910.515137
	Iteration 46Q: 3 clusters Score -2606910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2606910.500000 Penalty: 4910.515137
	Iteration 47Q: 3 clusters Score -2606910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2606908.750000 Penalty: 4910.515137
	Iteration 48Q: 3 clusters Score -2606909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2606913.750000 Penalty: 4910.515137
	Iteration 49Q: 3 clusters Score -2606914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2606913.750000 Penalty: 4910.515137
	Iteration 50F: 3 clusters Score -2606914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -669177.125000 Penalty: 2120.363770
	Iteration 0F: 2 clusters Score -669177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -664537.312500 Penalty: 4240.727539
	Iteration 0F: 3 clusters Score -664537.3 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -665613.250000 Penalty: 4240.727539
	Iteration 1F: 3 clusters Score -665613.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -665835.687500 Penalty: 4240.727539
	Iteration 2F: 3 clusters Score -665835.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -665960.187500 Penalty: 4240.727539
	Iteration 3Q: 3 clusters Score -665960.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -666035.250000 Penalty: 4240.727539
	Iteration 4Q: 3 clusters Score -666035.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -666090.500000 Penalty: 4240.727539
	Iteration 5Q: 3 clusters Score -666090.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -666128.312500 Penalty: 4240.727539
	Iteration 6Q: 3 clusters Score -666128.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -666163.625000 Penalty: 4240.727539
	Iteration 7Q: 3 clusters Score -666163.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -666192.687500 Penalty: 4240.727539
	Iteration 8Q: 3 clusters Score -666192.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -666218.000000 Penalty: 4240.727539
	Iteration 9Q: 3 clusters Score -666218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -666243.125000 Penalty: 4240.727539
	Iteration 10Q: 3 clusters Score -666243.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -666266.312500 Penalty: 4240.727539
	Iteration 11Q: 3 clusters Score -666266.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -666287.687500 Penalty: 4240.727539
	Iteration 12Q: 3 clusters Score -666287.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -666304.937500 Penalty: 4240.727539
	Iteration 13Q: 3 clusters Score -666304.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -666315.875000 Penalty: 4240.727539
	Iteration 14Q: 3 clusters Score -666315.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -666327.500000 Penalty: 4240.727539
	Iteration 15Q: 3 clusters Score -666327.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -666334.000000 Penalty: 4240.727539
	Iteration 16Q: 3 clusters Score -666334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -666338.000000 Penalty: 4240.727539
	Iteration 17Q: 3 clusters Score -666338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -666346.250000 Penalty: 4240.727539
	Iteration 18Q: 3 clusters Score -666346.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -666353.000000 Penalty: 4240.727539
	Iteration 19Q: 3 clusters Score -666353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -666358.687500 Penalty: 4240.727539
	Iteration 20F: 3 clusters Score -666358.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -666368.437500 Penalty: 4240.727539
	Iteration 21Q: 3 clusters Score -666368.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -666377.437500 Penalty: 4240.727539
	Iteration 22Q: 3 clusters Score -666377.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -666385.250000 Penalty: 4240.727539
	Iteration 23Q: 3 clusters Score -666385.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -666398.375000 Penalty: 4240.727539
	Iteration 24Q: 3 clusters Score -666398.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -666408.500000 Penalty: 4240.727539
	Iteration 25Q: 3 clusters Score -666408.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -666421.125000 Penalty: 4240.727539
	Iteration 26Q: 3 clusters Score -666421.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -666436.000000 Penalty: 4240.727539
	Iteration 27Q: 3 clusters Score -666436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -666452.687500 Penalty: 4240.727539
	Iteration 28Q: 3 clusters Score -666452.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -666477.625000 Penalty: 4240.727539
	Iteration 29Q: 3 clusters Score -666477.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -666496.937500 Penalty: 4240.727539
	Iteration 30Q: 3 clusters Score -666496.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -666519.937500 Penalty: 4240.727539
	Iteration 31Q: 3 clusters Score -666519.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -666544.062500 Penalty: 4240.727539
	Iteration 32Q: 3 clusters Score -666544.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -666568.750000 Penalty: 4240.727539
	Iteration 33Q: 3 clusters Score -666568.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -666592.187500 Penalty: 4240.727539
	Iteration 34Q: 3 clusters Score -666592.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -666619.937500 Penalty: 4240.727539
	Iteration 35Q: 3 clusters Score -666619.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -666657.812500 Penalty: 4240.727539
	Iteration 36Q: 3 clusters Score -666657.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -666695.125000 Penalty: 4240.727539
	Iteration 37Q: 3 clusters Score -666695.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -666740.625000 Penalty: 4240.727539
	Iteration 38Q: 3 clusters Score -666740.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -666781.875000 Penalty: 4240.727539
	Iteration 39Q: 3 clusters Score -666781.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -666813.125000 Penalty: 4240.727539
	Iteration 40F: 3 clusters Score -666813.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -666833.062500 Penalty: 4240.727539
	Iteration 41Q: 3 clusters Score -666833.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -666853.625000 Penalty: 4240.727539
	Iteration 42Q: 3 clusters Score -666853.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -666876.625000 Penalty: 4240.727539
	Iteration 43Q: 3 clusters Score -666876.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -666902.000000 Penalty: 4240.727539
	Iteration 44Q: 3 clusters Score -666902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -666928.375000 Penalty: 4240.727539
	Iteration 45Q: 3 clusters Score -666928.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -666961.312500 Penalty: 4240.727539
	Iteration 46Q: 3 clusters Score -666961.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -666983.875000 Penalty: 4240.727539
	Iteration 47Q: 3 clusters Score -666983.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -667010.062500 Penalty: 4240.727539
	Iteration 48Q: 3 clusters Score -667010.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -667036.375000 Penalty: 4240.727539
	Iteration 49Q: 3 clusters Score -667036.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -667053.375000 Penalty: 4240.727539
	Iteration 50Q: 3 clusters Score -667053.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -667067.000000 Penalty: 4240.727539
	Iteration 51Q: 3 clusters Score -667067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -667080.875000 Penalty: 4240.727539
	Iteration 52Q: 3 clusters Score -667080.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -667098.500000 Penalty: 4240.727539
	Iteration 53Q: 3 clusters Score -667098.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -667110.125000 Penalty: 4240.727539
	Iteration 54Q: 3 clusters Score -667110.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -667123.125000 Penalty: 4240.727539
	Iteration 55Q: 3 clusters Score -667123.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -667134.750000 Penalty: 4240.727539
	Iteration 56Q: 3 clusters Score -667134.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -667143.312500 Penalty: 4240.727539
	Iteration 57Q: 3 clusters Score -667143.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -667149.500000 Penalty: 4240.727539
	Iteration 58Q: 3 clusters Score -667149.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -667157.625000 Penalty: 4240.727539
	Iteration 59Q: 3 clusters Score -667157.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -667162.687500 Penalty: 4240.727539
	Iteration 60F: 3 clusters Score -667162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -667168.500000 Penalty: 4240.727539
	Iteration 61Q: 3 clusters Score -667168.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -667173.687500 Penalty: 4240.727539
	Iteration 62Q: 3 clusters Score -667173.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -667181.375000 Penalty: 4240.727539
	Iteration 63Q: 3 clusters Score -667181.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -667187.625000 Penalty: 4240.727539
	Iteration 64Q: 3 clusters Score -667187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -667190.937500 Penalty: 4240.727539
	Iteration 65Q: 3 clusters Score -667190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -667194.500000 Penalty: 4240.727539
	Iteration 66Q: 3 clusters Score -667194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -667199.875000 Penalty: 4240.727539
	Iteration 67Q: 3 clusters Score -667199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -667201.750000 Penalty: 4240.727539
	Iteration 68Q: 3 clusters Score -667201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -667208.000000 Penalty: 4240.727539
	Iteration 69Q: 3 clusters Score -667208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -667212.687500 Penalty: 4240.727539
	Iteration 70Q: 3 clusters Score -667212.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -667216.562500 Penalty: 4240.727539
	Iteration 71Q: 3 clusters Score -667216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -667217.187500 Penalty: 4240.727539
	Iteration 72Q: 3 clusters Score -667217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -667219.687500 Penalty: 4240.727539
	Iteration 73Q: 3 clusters Score -667219.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -667225.687500 Penalty: 4240.727539
	Iteration 74Q: 3 clusters Score -667225.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -667233.375000 Penalty: 4240.727539
	Iteration 75Q: 3 clusters Score -667233.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -667244.187500 Penalty: 4240.727539
	Iteration 76Q: 3 clusters Score -667244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -667248.687500 Penalty: 4240.727539
	Iteration 77Q: 3 clusters Score -667248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -667252.437500 Penalty: 4240.727539
	Iteration 78Q: 3 clusters Score -667252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -667259.750000 Penalty: 4240.727539
	Iteration 79Q: 3 clusters Score -667259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -667269.312500 Penalty: 4240.727539
	Iteration 80F: 3 clusters Score -667269.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -667276.937500 Penalty: 4240.727539
	Iteration 81Q: 3 clusters Score -667276.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -667280.750000 Penalty: 4240.727539
	Iteration 82Q: 3 clusters Score -667280.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -667285.437500 Penalty: 4240.727539
	Iteration 83Q: 3 clusters Score -667285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -667288.750000 Penalty: 4240.727539
	Iteration 84Q: 3 clusters Score -667288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -667291.062500 Penalty: 4240.727539
	Iteration 85Q: 3 clusters Score -667291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -667292.125000 Penalty: 4240.727539
	Iteration 86Q: 3 clusters Score -667292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -667292.062500 Penalty: 4240.727539
	Iteration 87Q: 3 clusters Score -667292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -667293.687500 Penalty: 4240.727539
	Iteration 88Q: 3 clusters Score -667293.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -667293.687500 Penalty: 4240.727539
	Iteration 89F: 3 clusters Score -667293.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Entering Unmasked Estep 
Score: -1895178.625000 Penalty: 2384.189941
	Iteration 0F: 2 clusters Score -1895179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1884422.250000 Penalty: 4768.379883
	Iteration 0F: 3 clusters Score -1884422 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1887809.000000 Penalty: 4768.379883
	Iteration 1F: 3 clusters Score -1887809 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1888145.875000 Penalty: 4768.379883
	Iteration 2F: 3 clusters Score -1888146 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1888441.375000 Penalty: 4768.379883
	Iteration 3Q: 3 clusters Score -1888441 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1888720.250000 Penalty: 4768.379883
	Iteration 4Q: 3 clusters Score -1888720 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1889009.750000 Penalty: 4768.379883
	Iteration 5Q: 3 clusters Score -1889010 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1889328.500000 Penalty: 4768.379883
	Iteration 6Q: 3 clusters Score -1889328 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1889750.375000 Penalty: 4768.379883
	Iteration 7Q: 3 clusters Score -1889750 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1890278.250000 Penalty: 4768.379883
	Iteration 8F: 3 clusters Score -1890278 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1890849.250000 Penalty: 4768.379883
	Iteration 9F: 3 clusters Score -1890849 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1891386.375000 Penalty: 4768.379883
	Iteration 10Q: 3 clusters Score -1891386 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1891854.250000 Penalty: 4768.379883
	Iteration 11Q: 3 clusters Score -1891854 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1892196.625000 Penalty: 4768.379883
	Iteration 12Q: 3 clusters Score -1892197 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1892455.375000 Penalty: 4768.379883
	Iteration 13Q: 3 clusters Score -1892455 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1892649.500000 Penalty: 4768.379883
	Iteration 14Q: 3 clusters Score -1892650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1892812.375000 Penalty: 4768.379883
	Iteration 15Q: 3 clusters Score -1892812 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1892924.750000 Penalty: 4768.379883
	Iteration 16Q: 3 clusters Score -1892925 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1893029.750000 Penalty: 4768.379883
	Iteration 17Q: 3 clusters Score -1893030 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1893107.500000 Penalty: 4768.379883
	Iteration 18Q: 3 clusters Score -1893108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1893162.625000 Penalty: 4768.379883
	Iteration 19Q: 3 clusters Score -1893163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1893202.750000 Penalty: 4768.379883
	Iteration 20F: 3 clusters Score -1893203 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1893223.875000 Penalty: 4768.379883
	Iteration 21Q: 3 clusters Score -1893224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1893247.250000 Penalty: 4768.379883
	Iteration 22Q: 3 clusters Score -1893247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1893264.375000 Penalty: 4768.379883
	Iteration 23Q: 3 clusters Score -1893264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1893282.000000 Penalty: 4768.379883
	Iteration 24Q: 3 clusters Score -1893282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1893291.875000 Penalty: 4768.379883
	Iteration 25Q: 3 clusters Score -1893292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1893302.750000 Penalty: 4768.379883
	Iteration 26Q: 3 clusters Score -1893303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1893305.875000 Penalty: 4768.379883
	Iteration 27Q: 3 clusters Score -1893306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1893313.875000 Penalty: 4768.379883
	Iteration 28Q: 3 clusters Score -1893314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1893316.000000 Penalty: 4768.379883
	Iteration 29Q: 3 clusters Score -1893316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1893311.875000 Penalty: 4768.379883
	Iteration 30Q: 3 clusters Score -1893312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1893314.125000 Penalty: 4768.379883
	Iteration 31Q: 3 clusters Score -1893314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1893316.250000 Penalty: 4768.379883
	Iteration 32Q: 3 clusters Score -1893316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1893316.250000 Penalty: 4768.379883
	Iteration 33F: 3 clusters Score -1893316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12524 members 
Mstep: Class 8 contains 12805 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 12832 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9676 members 
Mstep: Class 15 contains 42847 members 
Mstep: Class 16 contains 151721 members 
Mstep: Class 17 contains 19935 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 14968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42887192.000000 Penalty: 63116.312500
Iteration 79Q: 21 clusters Score -4.288719e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 6594 members 
Mstep: Class 5 contains 6716 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12466 members 
Mstep: Class 8 contains 12812 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 12796 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9647 members 
Mstep: Class 15 contains 42814 members 
Mstep: Class 16 contains 151270 members 
Mstep: Class 17 contains 19972 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 15013 members 
Mstep: Class 20 contains 21053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42887652.000000 Penalty: 63116.312500
Iteration 80F: 21 clusters Score -4.288765e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 1369 members 
Mstep: Class 7 contains 12414 members 
Mstep: Class 8 contains 12813 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 9637 members 
Mstep: Class 15 contains 42762 members 
Mstep: Class 16 contains 150965 members 
Mstep: Class 17 contains 20001 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 15078 members 
Mstep: Class 20 contains 21351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42887980.000000 Penalty: 63116.312500
Iteration 81Q: 21 clusters Score -4.288798e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 6679 members 
Mstep: Class 6 contains 1368 members 
Mstep: Class 7 contains 12376 members 
Mstep: Class 8 contains 12812 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 12729 members 
Mstep: Class 11 contains 6256 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 42717 members 
Mstep: Class 16 contains 150789 members 
Mstep: Class 17 contains 20030 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 15137 members 
Mstep: Class 20 contains 21486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888068.000000 Penalty: 63116.312500
Iteration 82Q: 21 clusters Score -4.288807e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2755 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 1366 members 
Mstep: Class 7 contains 12346 members 
Mstep: Class 8 contains 12814 members 
Mstep: Class 9 contains 3262 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9674 members 
Mstep: Class 15 contains 42689 members 
Mstep: Class 16 contains 150680 members 
Mstep: Class 17 contains 20045 members 
Mstep: Class 18 contains 5289 members 
Mstep: Class 19 contains 15199 members 
Mstep: Class 20 contains 21554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888240.000000 Penalty: 63116.312500
Iteration 83Q: 21 clusters Score -4.288824e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2763 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 6631 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 1366 members 
Mstep: Class 7 contains 12324 members 
Mstep: Class 8 contains 12812 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 6246 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9685 members 
Mstep: Class 15 contains 42669 members 
Mstep: Class 16 contains 150582 members 
Mstep: Class 17 contains 20061 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 15270 members 
Mstep: Class 20 contains 21578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888300.000000 Penalty: 63116.312500
Iteration 84Q: 21 clusters Score -4.28883e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 6630 members 
Mstep: Class 5 contains 6685 members 
Mstep: Class 6 contains 1366 members 
Mstep: Class 7 contains 12306 members 
Mstep: Class 8 contains 12812 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 12658 members 
Mstep: Class 11 contains 6250 members 
Mstep: Class 12 contains 2108 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9694 members 
Mstep: Class 15 contains 42644 members 
Mstep: Class 16 contains 150505 members 
Mstep: Class 17 contains 20079 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 15333 members 
Mstep: Class 20 contains 21596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888400.000000 Penalty: 63116.312500
Iteration 85Q: 21 clusters Score -4.28884e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2753 members 
Mstep: Class 3 contains 2583 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12279 members 
Mstep: Class 8 contains 12813 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 12643 members 
Mstep: Class 11 contains 6249 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9697 members 
Mstep: Class 15 contains 42619 members 
Mstep: Class 16 contains 150426 members 
Mstep: Class 17 contains 20098 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 15414 members 
Mstep: Class 20 contains 21622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888424.000000 Penalty: 63116.312500
Iteration 86Q: 21 clusters Score -4.288842e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 6642 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12260 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9704 members 
Mstep: Class 15 contains 42601 members 
Mstep: Class 16 contains 150345 members 
Mstep: Class 17 contains 20108 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 15500 members 
Mstep: Class 20 contains 21641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888396.000000 Penalty: 63116.312500
Iteration 87Q: 21 clusters Score -4.28884e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2754 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 6637 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12253 members 
Mstep: Class 8 contains 12817 members 
Mstep: Class 9 contains 3435 members 
Mstep: Class 10 contains 12636 members 
Mstep: Class 11 contains 6252 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9706 members 
Mstep: Class 15 contains 42585 members 
Mstep: Class 16 contains 150253 members 
Mstep: Class 17 contains 20116 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 15583 members 
Mstep: Class 20 contains 21660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888616.000000 Penalty: 63116.312500
Iteration 88Q: 21 clusters Score -4.288862e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2754 members 
Mstep: Class 3 contains 2590 members 
Mstep: Class 4 contains 6634 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12245 members 
Mstep: Class 8 contains 12821 members 
Mstep: Class 9 contains 3448 members 
Mstep: Class 10 contains 12627 members 
Mstep: Class 11 contains 6253 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9711 members 
Mstep: Class 15 contains 42578 members 
Mstep: Class 16 contains 150195 members 
Mstep: Class 17 contains 20117 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 15653 members 
Mstep: Class 20 contains 21665 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 21 clusters Score -4.288869e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12238 members 
Mstep: Class 8 contains 12823 members 
Mstep: Class 9 contains 3462 members 
Mstep: Class 10 contains 12595 members 
Mstep: Class 11 contains 6258 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9714 members 
Mstep: Class 15 contains 42563 members 
Mstep: Class 16 contains 150138 members 
Mstep: Class 17 contains 20118 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 15740 members 
Mstep: Class 20 contains 21675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888820.000000 Penalty: 63116.312500
Iteration 90Q: 21 clusters Score -4.288882e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12235 members 
Mstep: Class 8 contains 12825 members 
Mstep: Class 9 contains 3476 members 
Mstep: Class 10 contains 12545 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 42562 members 
Mstep: Class 16 contains 150061 members 
Mstep: Class 17 contains 20126 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 15831 members 
Mstep: Class 20 contains 21687 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 21 clusters Score -4.288878e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 6666 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12229 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 3491 members 
Mstep: Class 10 contains 12492 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9719 members 
Mstep: Class 15 contains 42562 members 
Mstep: Class 16 contains 149985 members 
Mstep: Class 17 contains 20130 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 15930 members 
Mstep: Class 20 contains 21698 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 21 clusters Score -4.28889e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 6673 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12215 members 
Mstep: Class 8 contains 12827 members 
Mstep: Class 9 contains 3499 members 
Mstep: Class 10 contains 12450 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9724 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 149928 members 
Mstep: Class 17 contains 20138 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 16022 members 
Mstep: Class 20 contains 21696 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 21 clusters Score -4.288887e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2741 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 6685 members 
Mstep: Class 5 contains 6700 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 3507 members 
Mstep: Class 10 contains 12413 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9725 members 
Mstep: Class 15 contains 42584 members 
Mstep: Class 16 contains 149866 members 
Mstep: Class 17 contains 20149 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 16103 members 
Mstep: Class 20 contains 21694 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 21 clusters Score -4.288894e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 6697 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12192 members 
Mstep: Class 8 contains 12830 members 
Mstep: Class 9 contains 3510 members 
Mstep: Class 10 contains 12367 members 
Mstep: Class 11 contains 6283 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9723 members 
Mstep: Class 15 contains 42588 members 
Mstep: Class 16 contains 149804 members 
Mstep: Class 17 contains 20159 members 
Mstep: Class 18 contains 5296 members 
Mstep: Class 19 contains 16190 members 
Mstep: Class 20 contains 21700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 21 clusters Score -4.288903e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12188 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 3515 members 
Mstep: Class 10 contains 12311 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9721 members 
Mstep: Class 15 contains 42589 members 
Mstep: Class 16 contains 149731 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 16288 members 
Mstep: Class 20 contains 21706 members 
Entering Unmasked Estep 
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Iteration 96Q: 21 clusters Score -4.288904e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2741 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 4 contains 6706 members 
Mstep: Class 5 contains 6713 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12178 members 
Mstep: Class 8 contains 12836 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 12257 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9721 members 
Mstep: Class 15 contains 42591 members 
Mstep: Class 16 contains 149651 members 
Mstep: Class 17 contains 20165 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 16414 members 
Mstep: Class 20 contains 21712 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 21 clusters Score -4.2889e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 2613 members 
Mstep: Class 4 contains 6716 members 
Mstep: Class 5 contains 6715 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12170 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3523 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9722 members 
Mstep: Class 15 contains 42593 members 
Mstep: Class 16 contains 149569 members 
Mstep: Class 17 contains 20170 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 16534 members 
Mstep: Class 20 contains 21720 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 21 clusters Score -4.288906e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 2618 members 
Mstep: Class 4 contains 6723 members 
Mstep: Class 5 contains 6712 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12161 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 12170 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9723 members 
Mstep: Class 15 contains 42594 members 
Mstep: Class 16 contains 149492 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 16644 members 
Mstep: Class 20 contains 21719 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 21 clusters Score -4.288907e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 2621 members 
Mstep: Class 4 contains 6727 members 
Mstep: Class 5 contains 6714 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 12151 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 12142 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9725 members 
Mstep: Class 15 contains 42599 members 
Mstep: Class 16 contains 149413 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 16751 members 
Mstep: Class 20 contains 21721 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 21 clusters Score -4.288919e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 2624 members 
Mstep: Class 4 contains 6729 members 
Mstep: Class 5 contains 6713 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12146 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 12111 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9725 members 
Mstep: Class 15 contains 42609 members 
Mstep: Class 16 contains 149329 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 16867 members 
Mstep: Class 20 contains 21725 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 21 clusters Score -4.288918e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 6718 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12136 members 
Mstep: Class 8 contains 12832 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 12076 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9729 members 
Mstep: Class 15 contains 42617 members 
Mstep: Class 16 contains 149275 members 
Mstep: Class 17 contains 20177 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 16958 members 
Mstep: Class 20 contains 21722 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -4.288921e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2742 members 
Mstep: Class 3 contains 2623 members 
Mstep: Class 4 contains 6745 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12124 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9730 members 
Mstep: Class 15 contains 42618 members 
Mstep: Class 16 contains 149210 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 17047 members 
Mstep: Class 20 contains 21725 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 21 clusters Score -4.288926e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 2624 members 
Mstep: Class 4 contains 6752 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12113 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 12019 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9730 members 
Mstep: Class 15 contains 42628 members 
Mstep: Class 16 contains 149152 members 
Mstep: Class 17 contains 20176 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 17132 members 
Mstep: Class 20 contains 21727 members 
Entering Unmasked Estep 
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Iteration 104Q: 21 clusters Score -4.288941e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 6761 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12101 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 11966 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9730 members 
Mstep: Class 15 contains 42633 members 
Mstep: Class 16 contains 149102 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 17219 members 
Mstep: Class 20 contains 21727 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 21 clusters Score -4.288933e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2733 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12099 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 11896 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9730 members 
Mstep: Class 15 contains 42650 members 
Mstep: Class 16 contains 149040 members 
Mstep: Class 17 contains 20184 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 17319 members 
Mstep: Class 20 contains 21732 members 
Entering Unmasked Estep 
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Iteration 106Q: 21 clusters Score -4.28894e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 4 contains 6772 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12097 members 
Mstep: Class 8 contains 12832 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 11813 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9730 members 
Mstep: Class 15 contains 42661 members 
Mstep: Class 16 contains 148975 members 
Mstep: Class 17 contains 20179 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 17436 members 
Mstep: Class 20 contains 21739 members 
Entering Unmasked Estep 
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Iteration 107Q: 21 clusters Score -4.288941e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 6776 members 
Mstep: Class 5 contains 6750 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12093 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 11726 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 42674 members 
Mstep: Class 16 contains 148908 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 17573 members 
Mstep: Class 20 contains 21740 members 
Entering Unmasked Estep 
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Iteration 108Q: 21 clusters Score -4.288937e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 6779 members 
Mstep: Class 5 contains 6754 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12086 members 
Mstep: Class 8 contains 12825 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 10 contains 11634 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 42690 members 
Mstep: Class 16 contains 148851 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 17698 members 
Mstep: Class 20 contains 21741 members 
Entering Unmasked Estep 
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Iteration 109Q: 21 clusters Score -4.288936e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 2632 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 6758 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12074 members 
Mstep: Class 8 contains 12818 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 11558 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 42697 members 
Mstep: Class 16 contains 148790 members 
Mstep: Class 17 contains 20169 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 17829 members 
Mstep: Class 20 contains 21747 members 
Entering Unmasked Estep 
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Iteration 110Q: 21 clusters Score -4.28894e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 4 contains 6793 members 
Mstep: Class 5 contains 6765 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12063 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 9 contains 3564 members 
Mstep: Class 10 contains 11484 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 42702 members 
Mstep: Class 16 contains 148725 members 
Mstep: Class 17 contains 20165 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 17958 members 
Mstep: Class 20 contains 21750 members 
Entering Unmasked Estep 
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Iteration 111Q: 21 clusters Score -4.288941e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 6795 members 
Mstep: Class 5 contains 6779 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12053 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 11393 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9730 members 
Mstep: Class 15 contains 42716 members 
Mstep: Class 16 contains 148671 members 
Mstep: Class 17 contains 20161 members 
Mstep: Class 18 contains 5304 members 
Mstep: Class 19 contains 18086 members 
Mstep: Class 20 contains 21752 members 
Entering Unmasked Estep 
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Iteration 112Q: 21 clusters Score -4.288945e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 6799 members 
Mstep: Class 5 contains 6791 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12045 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 3577 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 42728 members 
Mstep: Class 16 contains 148621 members 
Mstep: Class 17 contains 20161 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 18204 members 
Mstep: Class 20 contains 21750 members 
Entering Unmasked Estep 
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Iteration 113Q: 21 clusters Score -4.288951e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 6809 members 
Mstep: Class 5 contains 6795 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12040 members 
Mstep: Class 8 contains 12807 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 42745 members 
Mstep: Class 16 contains 148548 members 
Mstep: Class 17 contains 20155 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 18343 members 
Mstep: Class 20 contains 21751 members 
Entering Unmasked Estep 
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Iteration 114Q: 21 clusters Score -4.288946e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 2640 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 6807 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12029 members 
Mstep: Class 8 contains 12808 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 11114 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 42757 members 
Mstep: Class 16 contains 148475 members 
Mstep: Class 17 contains 20146 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 18495 members 
Mstep: Class 20 contains 21755 members 
Entering Unmasked Estep 
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Iteration 115Q: 21 clusters Score -4.288952e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 6824 members 
Mstep: Class 5 contains 6813 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12024 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 11014 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 42780 members 
Mstep: Class 16 contains 148371 members 
Mstep: Class 17 contains 20134 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 18684 members 
Mstep: Class 20 contains 21758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889564.000000 Penalty: 63116.312500
Iteration 116Q: 21 clusters Score -4.288956e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12017 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 10920 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 42793 members 
Mstep: Class 16 contains 148267 members 
Mstep: Class 17 contains 20127 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 18866 members 
Mstep: Class 20 contains 21759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889628.000000 Penalty: 63116.312500
Iteration 117Q: 21 clusters Score -4.288963e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 12008 members 
Mstep: Class 8 contains 12800 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 10817 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9733 members 
Mstep: Class 15 contains 42805 members 
Mstep: Class 16 contains 148166 members 
Mstep: Class 17 contains 20129 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 19029 members 
Mstep: Class 20 contains 21761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889680.000000 Penalty: 63116.312500
Iteration 118Q: 21 clusters Score -4.288968e+07 nChanged 372
Entering ConstructFrom: 
Score: -42889680.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -21556.324219 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -21556.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20512.847656 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -20512.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20565.603516 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -20565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20585.740234 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -20585.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20595.736328 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -20595.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20598.083984 Penalty: 2637.787598
	Iteration 4Q: 3 clusters Score -20598.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20598.083984 Penalty: 2637.787598
	Iteration 5F: 3 clusters Score -20598.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -350010.718750 Penalty: 1960.458008
	Iteration 0F: 2 clusters Score -350010.7 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 1377 members 
Entering Unmasked Estep 
Score: -346917.312500 Penalty: 3920.916016
	Iteration 0F: 3 clusters Score -346917.3 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -347554.906250 Penalty: 3920.916016
	Iteration 1F: 3 clusters Score -347554.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -347693.875000 Penalty: 3920.916016
	Iteration 2F: 3 clusters Score -347693.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -347765.062500 Penalty: 3920.916016
	Iteration 3Q: 3 clusters Score -347765.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -347803.875000 Penalty: 3920.916016
	Iteration 4Q: 3 clusters Score -347803.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -347830.656250 Penalty: 3920.916016
	Iteration 5Q: 3 clusters Score -347830.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -347848.250000 Penalty: 3920.916016
	Iteration 6Q: 3 clusters Score -347848.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -347864.500000 Penalty: 3920.916016
	Iteration 7Q: 3 clusters Score -347864.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -347876.312500 Penalty: 3920.916016
	Iteration 8Q: 3 clusters Score -347876.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -347884.906250 Penalty: 3920.916016
	Iteration 9Q: 3 clusters Score -347884.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -347889.000000 Penalty: 3920.916016
	Iteration 10Q: 3 clusters Score -347889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -347894.625000 Penalty: 3920.916016
	Iteration 11Q: 3 clusters Score -347894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -347898.250000 Penalty: 3920.916016
	Iteration 12Q: 3 clusters Score -347898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -347899.906250 Penalty: 3920.916016
	Iteration 13Q: 3 clusters Score -347899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -347902.656250 Penalty: 3920.916016
	Iteration 14Q: 3 clusters Score -347902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347907.312500 Penalty: 3920.916016
	Iteration 15Q: 3 clusters Score -347907.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -347913.281250 Penalty: 3920.916016
	Iteration 16Q: 3 clusters Score -347913.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -347923.500000 Penalty: 3920.916016
	Iteration 17Q: 3 clusters Score -347923.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -347931.718750 Penalty: 3920.916016
	Iteration 18Q: 3 clusters Score -347931.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -347942.125000 Penalty: 3920.916016
	Iteration 19Q: 3 clusters Score -347942.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -347952.843750 Penalty: 3920.916016
	Iteration 20F: 3 clusters Score -347952.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -347961.218750 Penalty: 3920.916016
	Iteration 21Q: 3 clusters Score -347961.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -347973.875000 Penalty: 3920.916016
	Iteration 22Q: 3 clusters Score -347973.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -347987.437500 Penalty: 3920.916016
	Iteration 23Q: 3 clusters Score -347987.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -347998.687500 Penalty: 3920.916016
	Iteration 24Q: 3 clusters Score -347998.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -348006.343750 Penalty: 3920.916016
	Iteration 25Q: 3 clusters Score -348006.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -348014.250000 Penalty: 3920.916016
	Iteration 26Q: 3 clusters Score -348014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -348021.906250 Penalty: 3920.916016
	Iteration 27Q: 3 clusters Score -348021.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -348026.375000 Penalty: 3920.916016
	Iteration 28Q: 3 clusters Score -348026.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -348031.937500 Penalty: 3920.916016
	Iteration 29Q: 3 clusters Score -348031.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -348034.968750 Penalty: 3920.916016
	Iteration 30Q: 3 clusters Score -348035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -348039.781250 Penalty: 3920.916016
	Iteration 31Q: 3 clusters Score -348039.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -348041.406250 Penalty: 3920.916016
	Iteration 32Q: 3 clusters Score -348041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -348044.937500 Penalty: 3920.916016
	Iteration 33Q: 3 clusters Score -348044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -348046.406250 Penalty: 3920.916016
	Iteration 34Q: 3 clusters Score -348046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -348046.406250 Penalty: 3920.916016
	Iteration 35Q: 3 clusters Score -348046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -348047.656250 Penalty: 3920.916016
	Iteration 36Q: 3 clusters Score -348047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -348047.906250 Penalty: 3920.916016
	Iteration 37Q: 3 clusters Score -348047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -348049.500000 Penalty: 3920.916016
	Iteration 38Q: 3 clusters Score -348049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -348049.375000 Penalty: 3920.916016
	Iteration 39Q: 3 clusters Score -348049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -348049.875000 Penalty: 3920.916016
	Iteration 40F: 3 clusters Score -348049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -348051.281250 Penalty: 3920.916016
	Iteration 41Q: 3 clusters Score -348051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -348052.843750 Penalty: 3920.916016
	Iteration 42Q: 3 clusters Score -348052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -348053.562500 Penalty: 3920.916016
	Iteration 43Q: 3 clusters Score -348053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -348053.812500 Penalty: 3920.916016
	Iteration 44Q: 3 clusters Score -348053.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -348053.812500 Penalty: 3920.916016
	Iteration 45F: 3 clusters Score -348053.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -327812.156250 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -327812.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -324744.593750 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -324744.6 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -325367.000000 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -325367 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -325490.656250 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -325490.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -325558.687500 Penalty: 3908.503906
	Iteration 3Q: 3 clusters Score -325558.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -325603.750000 Penalty: 3908.503906
	Iteration 4Q: 3 clusters Score -325603.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -325647.812500 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -325647.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -325682.781250 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -325682.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325706.031250 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -325706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -325724.468750 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -325724.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -325743.750000 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -325743.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325759.125000 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -325759.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -325771.375000 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -325771.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -325778.375000 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -325778.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -325782.593750 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -325782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -325785.125000 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -325785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -325787.468750 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -325787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -325788.375000 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -325788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -325790.968750 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -325791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -325795.781250 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -325795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -325800.875000 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -325800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -325805.281250 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -325805.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325810.812500 Penalty: 3908.503906
	Iteration 21Q: 3 clusters Score -325810.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325815.312500 Penalty: 3908.503906
	Iteration 22Q: 3 clusters Score -325815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -325818.187500 Penalty: 3908.503906
	Iteration 23Q: 3 clusters Score -325818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -325821.343750 Penalty: 3908.503906
	Iteration 24Q: 3 clusters Score -325821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -325825.187500 Penalty: 3908.503906
	Iteration 25Q: 3 clusters Score -325825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -325828.281250 Penalty: 3908.503906
	Iteration 26Q: 3 clusters Score -325828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -325832.125000 Penalty: 3908.503906
	Iteration 27Q: 3 clusters Score -325832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -325834.000000 Penalty: 3908.503906
	Iteration 28Q: 3 clusters Score -325834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -325835.562500 Penalty: 3908.503906
	Iteration 29Q: 3 clusters Score -325835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -325835.625000 Penalty: 3908.503906
	Iteration 30Q: 3 clusters Score -325835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -325835.625000 Penalty: 3908.503906
	Iteration 31F: 3 clusters Score -325835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Entering Unmasked Estep 
Score: -851809.562500 Penalty: 2190.734863
	Iteration 0F: 2 clusters Score -851809.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -846134.250000 Penalty: 4381.469727
	Iteration 0F: 3 clusters Score -846134.2 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -847564.625000 Penalty: 4381.469727
	Iteration 1F: 3 clusters Score -847564.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -847817.625000 Penalty: 4381.469727
	Iteration 2F: 3 clusters Score -847817.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -847978.000000 Penalty: 4381.469727
	Iteration 3F: 3 clusters Score -847978 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -848080.937500 Penalty: 4381.469727
	Iteration 4Q: 3 clusters Score -848080.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -848157.000000 Penalty: 4381.469727
	Iteration 5Q: 3 clusters Score -848157 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -848223.875000 Penalty: 4381.469727
	Iteration 6Q: 3 clusters Score -848223.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -848282.187500 Penalty: 4381.469727
	Iteration 7Q: 3 clusters Score -848282.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -848331.875000 Penalty: 4381.469727
	Iteration 8Q: 3 clusters Score -848331.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -848375.750000 Penalty: 4381.469727
	Iteration 9Q: 3 clusters Score -848375.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -848417.937500 Penalty: 4381.469727
	Iteration 10Q: 3 clusters Score -848417.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -848452.812500 Penalty: 4381.469727
	Iteration 11Q: 3 clusters Score -848452.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -848484.750000 Penalty: 4381.469727
	Iteration 12Q: 3 clusters Score -848484.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -848520.625000 Penalty: 4381.469727
	Iteration 13Q: 3 clusters Score -848520.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -848555.875000 Penalty: 4381.469727
	Iteration 14Q: 3 clusters Score -848555.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -848598.312500 Penalty: 4381.469727
	Iteration 15Q: 3 clusters Score -848598.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -848645.437500 Penalty: 4381.469727
	Iteration 16Q: 3 clusters Score -848645.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -848703.187500 Penalty: 4381.469727
	Iteration 17Q: 3 clusters Score -848703.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -848753.875000 Penalty: 4381.469727
	Iteration 18Q: 3 clusters Score -848753.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -848810.375000 Penalty: 4381.469727
	Iteration 19Q: 3 clusters Score -848810.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -848878.125000 Penalty: 4381.469727
	Iteration 20F: 3 clusters Score -848878.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -848958.437500 Penalty: 4381.469727
	Iteration 21Q: 3 clusters Score -848958.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -849041.812500 Penalty: 4381.469727
	Iteration 22Q: 3 clusters Score -849041.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -849152.062500 Penalty: 4381.469727
	Iteration 23Q: 3 clusters Score -849152.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -849258.812500 Penalty: 4381.469727
	Iteration 24Q: 3 clusters Score -849258.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -849357.375000 Penalty: 4381.469727
	Iteration 25Q: 3 clusters Score -849357.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -849448.750000 Penalty: 4381.469727
	Iteration 26Q: 3 clusters Score -849448.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -849540.812500 Penalty: 4381.469727
	Iteration 27Q: 3 clusters Score -849540.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -849610.937500 Penalty: 4381.469727
	Iteration 28Q: 3 clusters Score -849610.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -849659.937500 Penalty: 4381.469727
	Iteration 29Q: 3 clusters Score -849659.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -849695.625000 Penalty: 4381.469727
	Iteration 30Q: 3 clusters Score -849695.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -849732.812500 Penalty: 4381.469727
	Iteration 31Q: 3 clusters Score -849732.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -849764.125000 Penalty: 4381.469727
	Iteration 32Q: 3 clusters Score -849764.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -849794.812500 Penalty: 4381.469727
	Iteration 33Q: 3 clusters Score -849794.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -849810.875000 Penalty: 4381.469727
	Iteration 34Q: 3 clusters Score -849810.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -849826.000000 Penalty: 4381.469727
	Iteration 35Q: 3 clusters Score -849826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -849845.062500 Penalty: 4381.469727
	Iteration 36Q: 3 clusters Score -849845.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -849861.625000 Penalty: 4381.469727
	Iteration 37Q: 3 clusters Score -849861.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -849871.687500 Penalty: 4381.469727
	Iteration 38Q: 3 clusters Score -849871.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -849877.562500 Penalty: 4381.469727
	Iteration 39Q: 3 clusters Score -849877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -849879.875000 Penalty: 4381.469727
	Iteration 40F: 3 clusters Score -849879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -849880.875000 Penalty: 4381.469727
	Iteration 41Q: 3 clusters Score -849880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -849881.250000 Penalty: 4381.469727
	Iteration 42Q: 3 clusters Score -849881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -849884.812500 Penalty: 4381.469727
	Iteration 43Q: 3 clusters Score -849884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -849890.062500 Penalty: 4381.469727
	Iteration 44Q: 3 clusters Score -849890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -849892.937500 Penalty: 4381.469727
	Iteration 45Q: 3 clusters Score -849892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -849894.937500 Penalty: 4381.469727
	Iteration 46Q: 3 clusters Score -849894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -849896.812500 Penalty: 4381.469727
	Iteration 47Q: 3 clusters Score -849896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -849897.125000 Penalty: 4381.469727
	Iteration 48Q: 3 clusters Score -849897.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -849899.500000 Penalty: 4381.469727
	Iteration 49Q: 3 clusters Score -849899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -849901.937500 Penalty: 4381.469727
	Iteration 50Q: 3 clusters Score -849901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -849905.250000 Penalty: 4381.469727
	Iteration 51Q: 3 clusters Score -849905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -849906.937500 Penalty: 4381.469727
	Iteration 52Q: 3 clusters Score -849906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -849912.375000 Penalty: 4381.469727
	Iteration 53Q: 3 clusters Score -849912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -849914.062500 Penalty: 4381.469727
	Iteration 54Q: 3 clusters Score -849914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -849915.062500 Penalty: 4381.469727
	Iteration 55Q: 3 clusters Score -849915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -849917.187500 Penalty: 4381.469727
	Iteration 56Q: 3 clusters Score -849917.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -849919.812500 Penalty: 4381.469727
	Iteration 57Q: 3 clusters Score -849919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -849922.250000 Penalty: 4381.469727
	Iteration 58Q: 3 clusters Score -849922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -849924.937500 Penalty: 4381.469727
	Iteration 59Q: 3 clusters Score -849924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -849926.000000 Penalty: 4381.469727
	Iteration 60F: 3 clusters Score -849926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -849927.562500 Penalty: 4381.469727
	Iteration 61Q: 3 clusters Score -849927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -849927.437500 Penalty: 4381.469727
	Iteration 62Q: 3 clusters Score -849927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -849927.312500 Penalty: 4381.469727
	Iteration 63Q: 3 clusters Score -849927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -849930.000000 Penalty: 4381.469727
	Iteration 64Q: 3 clusters Score -849930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -849930.312500 Penalty: 4381.469727
	Iteration 65Q: 3 clusters Score -849930.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -849930.312500 Penalty: 4381.469727
	Iteration 66F: 3 clusters Score -849930.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -823081.250000 Penalty: 2189.974609
	Iteration 0F: 2 clusters Score -823081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -817455.750000 Penalty: 4379.949219
	Iteration 0F: 3 clusters Score -817455.8 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -818934.875000 Penalty: 4379.949219
	Iteration 1F: 3 clusters Score -818934.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -819285.437500 Penalty: 4379.949219
	Iteration 2F: 3 clusters Score -819285.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -819526.687500 Penalty: 4379.949219
	Iteration 3F: 3 clusters Score -819526.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -819721.375000 Penalty: 4379.949219
	Iteration 4Q: 3 clusters Score -819721.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -819870.250000 Penalty: 4379.949219
	Iteration 5Q: 3 clusters Score -819870.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -819995.937500 Penalty: 4379.949219
	Iteration 6Q: 3 clusters Score -819995.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -820105.875000 Penalty: 4379.949219
	Iteration 7Q: 3 clusters Score -820105.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -820193.937500 Penalty: 4379.949219
	Iteration 8Q: 3 clusters Score -820193.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -820261.875000 Penalty: 4379.949219
	Iteration 9Q: 3 clusters Score -820261.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -820320.937500 Penalty: 4379.949219
	Iteration 10Q: 3 clusters Score -820320.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -820380.250000 Penalty: 4379.949219
	Iteration 11Q: 3 clusters Score -820380.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -820441.000000 Penalty: 4379.949219
	Iteration 12Q: 3 clusters Score -820441 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -820509.312500 Penalty: 4379.949219
	Iteration 13Q: 3 clusters Score -820509.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -820564.562500 Penalty: 4379.949219
	Iteration 14Q: 3 clusters Score -820564.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -820603.687500 Penalty: 4379.949219
	Iteration 15Q: 3 clusters Score -820603.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -820630.250000 Penalty: 4379.949219
	Iteration 16Q: 3 clusters Score -820630.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -820658.687500 Penalty: 4379.949219
	Iteration 17Q: 3 clusters Score -820658.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -820700.312500 Penalty: 4379.949219
	Iteration 18Q: 3 clusters Score -820700.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -820743.250000 Penalty: 4379.949219
	Iteration 19Q: 3 clusters Score -820743.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -820805.062500 Penalty: 4379.949219
	Iteration 20F: 3 clusters Score -820805.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -820869.000000 Penalty: 4379.949219
	Iteration 21Q: 3 clusters Score -820869 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -820937.250000 Penalty: 4379.949219
	Iteration 22Q: 3 clusters Score -820937.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -821013.875000 Penalty: 4379.949219
	Iteration 23Q: 3 clusters Score -821013.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -821091.562500 Penalty: 4379.949219
	Iteration 24Q: 3 clusters Score -821091.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -821137.500000 Penalty: 4379.949219
	Iteration 25Q: 3 clusters Score -821137.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -821181.125000 Penalty: 4379.949219
	Iteration 26Q: 3 clusters Score -821181.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -821225.812500 Penalty: 4379.949219
	Iteration 27Q: 3 clusters Score -821225.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -821261.750000 Penalty: 4379.949219
	Iteration 28Q: 3 clusters Score -821261.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -821294.812500 Penalty: 4379.949219
	Iteration 29Q: 3 clusters Score -821294.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -821318.437500 Penalty: 4379.949219
	Iteration 30Q: 3 clusters Score -821318.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -821350.812500 Penalty: 4379.949219
	Iteration 31Q: 3 clusters Score -821350.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -821375.062500 Penalty: 4379.949219
	Iteration 32Q: 3 clusters Score -821375.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -821398.687500 Penalty: 4379.949219
	Iteration 33Q: 3 clusters Score -821398.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -821415.187500 Penalty: 4379.949219
	Iteration 34Q: 3 clusters Score -821415.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -821432.437500 Penalty: 4379.949219
	Iteration 35Q: 3 clusters Score -821432.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -821447.062500 Penalty: 4379.949219
	Iteration 36Q: 3 clusters Score -821447.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -821460.812500 Penalty: 4379.949219
	Iteration 37Q: 3 clusters Score -821460.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -821480.625000 Penalty: 4379.949219
	Iteration 38Q: 3 clusters Score -821480.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -821502.750000 Penalty: 4379.949219
	Iteration 39Q: 3 clusters Score -821502.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -821522.562500 Penalty: 4379.949219
	Iteration 40F: 3 clusters Score -821522.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -821537.187500 Penalty: 4379.949219
	Iteration 41Q: 3 clusters Score -821537.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -821550.125000 Penalty: 4379.949219
	Iteration 42Q: 3 clusters Score -821550.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -821563.000000 Penalty: 4379.949219
	Iteration 43Q: 3 clusters Score -821563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -821569.875000 Penalty: 4379.949219
	Iteration 44Q: 3 clusters Score -821569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -821573.750000 Penalty: 4379.949219
	Iteration 45Q: 3 clusters Score -821573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -821576.750000 Penalty: 4379.949219
	Iteration 46Q: 3 clusters Score -821576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -821584.687500 Penalty: 4379.949219
	Iteration 47Q: 3 clusters Score -821584.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -821587.750000 Penalty: 4379.949219
	Iteration 48Q: 3 clusters Score -821587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -821590.875000 Penalty: 4379.949219
	Iteration 49Q: 3 clusters Score -821590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -821588.500000 Penalty: 4379.949219
	Iteration 50Q: 3 clusters Score -821588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -821592.000000 Penalty: 4379.949219
	Iteration 51Q: 3 clusters Score -821592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -821594.375000 Penalty: 4379.949219
	Iteration 52Q: 3 clusters Score -821594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -821597.812500 Penalty: 4379.949219
	Iteration 53Q: 3 clusters Score -821597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -821597.375000 Penalty: 4379.949219
	Iteration 54Q: 3 clusters Score -821597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -821599.062500 Penalty: 4379.949219
	Iteration 55Q: 3 clusters Score -821599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -821601.375000 Penalty: 4379.949219
	Iteration 56Q: 3 clusters Score -821601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -821603.937500 Penalty: 4379.949219
	Iteration 57Q: 3 clusters Score -821603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -821604.437500 Penalty: 4379.949219
	Iteration 58Q: 3 clusters Score -821604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -821605.500000 Penalty: 4379.949219
	Iteration 59Q: 3 clusters Score -821605.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -821605.500000 Penalty: 4379.949219
	Iteration 60F: 3 clusters Score -821605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -156243.609375 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -156243.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -154298.484375 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -154298.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -155044.203125 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -155044.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -155380.609375 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -155380.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -155679.281250 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -155679.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -156017.640625 Penalty: 3580.215820
	Iteration 4F: 3 clusters Score -156017.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -156779.859375 Penalty: 3580.215820
	Iteration 5F: 3 clusters Score -156779.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -157013.359375 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -157013.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -157101.796875 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -157101.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -157140.171875 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -157140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -157183.921875 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -157183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -157214.296875 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -157214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -157228.921875 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -157228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -157236.968750 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -157237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -157244.000000 Penalty: 3580.215820
	Iteration 13Q: 3 clusters Score -157244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -157250.703125 Penalty: 3580.215820
	Iteration 14Q: 3 clusters Score -157250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -157250.703125 Penalty: 3580.215820
	Iteration 15F: 3 clusters Score -157250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 2644 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 184 members 
Mstep: Class 7 contains 11998 members 
Mstep: Class 8 contains 12789 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 10725 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9736 members 
Mstep: Class 15 contains 42826 members 
Mstep: Class 16 contains 148041 members 
Mstep: Class 17 contains 20126 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 19207 members 
Mstep: Class 20 contains 21765 members 
Mstep: Class 21 contains 1180 members 
Entering Unmasked Estep 
Score: -42889312.000000 Penalty: 66272.132812
Splitting cluster 6 changes total score from -42889680.000000 to -42889312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (11998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Entering Unmasked Estep 
Score: -1560921.375000 Penalty: 2329.338867
	Iteration 0F: 2 clusters Score -1560921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1552058.000000 Penalty: 4658.677734
	Iteration 0F: 3 clusters Score -1552058 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1554794.000000 Penalty: 4658.677734
	Iteration 1F: 3 clusters Score -1554794 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1555234.250000 Penalty: 4658.677734
	Iteration 2F: 3 clusters Score -1555234 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1555707.000000 Penalty: 4658.677734
	Iteration 3F: 3 clusters Score -1555707 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1556218.250000 Penalty: 4658.677734
	Iteration 4F: 3 clusters Score -1556218 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1556802.625000 Penalty: 4658.677734
	Iteration 5F: 3 clusters Score -1556803 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1557487.375000 Penalty: 4658.677734
	Iteration 6F: 3 clusters Score -1557487 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1558291.000000 Penalty: 4658.677734
	Iteration 7F: 3 clusters Score -1558291 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1559219.500000 Penalty: 4658.677734
	Iteration 8F: 3 clusters Score -1559220 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1559974.625000 Penalty: 4658.677734
	Iteration 9Q: 3 clusters Score -1559975 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1560317.625000 Penalty: 4658.677734
	Iteration 10Q: 3 clusters Score -1560318 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1560435.125000 Penalty: 4658.677734
	Iteration 11Q: 3 clusters Score -1560435 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1560475.625000 Penalty: 4658.677734
	Iteration 12Q: 3 clusters Score -1560476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1560491.500000 Penalty: 4658.677734
	Iteration 13Q: 3 clusters Score -1560492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1560497.125000 Penalty: 4658.677734
	Iteration 14Q: 3 clusters Score -1560497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1560501.000000 Penalty: 4658.677734
	Iteration 15Q: 3 clusters Score -1560501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1560502.375000 Penalty: 4658.677734
	Iteration 16Q: 3 clusters Score -1560502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1560502.125000 Penalty: 4658.677734
	Iteration 17Q: 3 clusters Score -1560502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1560502.875000 Penalty: 4658.677734
	Iteration 18Q: 3 clusters Score -1560503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1560502.875000 Penalty: 4658.677734
	Iteration 19Q: 3 clusters Score -1560503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1560500.375000 Penalty: 4658.677734
	Iteration 20F: 3 clusters Score -1560500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Entering Unmasked Estep 
Score: -1686898.750000 Penalty: 2345.172607
	Iteration 0F: 2 clusters Score -1686899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1677454.625000 Penalty: 4690.345215
	Iteration 0F: 3 clusters Score -1677455 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1680292.500000 Penalty: 4690.345215
	Iteration 1F: 3 clusters Score -1680292 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1680586.875000 Penalty: 4690.345215
	Iteration 2F: 3 clusters Score -1680587 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1680817.625000 Penalty: 4690.345215
	Iteration 3Q: 3 clusters Score -1680818 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1681012.250000 Penalty: 4690.345215
	Iteration 4Q: 3 clusters Score -1681012 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1681175.500000 Penalty: 4690.345215
	Iteration 5Q: 3 clusters Score -1681176 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1681322.625000 Penalty: 4690.345215
	Iteration 6Q: 3 clusters Score -1681323 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1681501.000000 Penalty: 4690.345215
	Iteration 7Q: 3 clusters Score -1681501 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1681736.000000 Penalty: 4690.345215
	Iteration 8Q: 3 clusters Score -1681736 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1682053.000000 Penalty: 4690.345215
	Iteration 9Q: 3 clusters Score -1682053 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1682454.375000 Penalty: 4690.345215
	Iteration 10F: 3 clusters Score -1682454 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1682918.375000 Penalty: 4690.345215
	Iteration 11F: 3 clusters Score -1682918 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1683402.375000 Penalty: 4690.345215
	Iteration 12F: 3 clusters Score -1683402 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1683817.875000 Penalty: 4690.345215
	Iteration 13Q: 3 clusters Score -1683818 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1684147.625000 Penalty: 4690.345215
	Iteration 14Q: 3 clusters Score -1684148 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1684400.875000 Penalty: 4690.345215
	Iteration 15Q: 3 clusters Score -1684401 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1684595.250000 Penalty: 4690.345215
	Iteration 16Q: 3 clusters Score -1684595 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1684701.875000 Penalty: 4690.345215
	Iteration 17Q: 3 clusters Score -1684702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1684766.625000 Penalty: 4690.345215
	Iteration 18Q: 3 clusters Score -1684767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1684813.750000 Penalty: 4690.345215
	Iteration 19Q: 3 clusters Score -1684814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1684845.000000 Penalty: 4690.345215
	Iteration 20F: 3 clusters Score -1684845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1684866.875000 Penalty: 4690.345215
	Iteration 21Q: 3 clusters Score -1684867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1684891.750000 Penalty: 4690.345215
	Iteration 22Q: 3 clusters Score -1684892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1684901.000000 Penalty: 4690.345215
	Iteration 23Q: 3 clusters Score -1684901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1684911.125000 Penalty: 4690.345215
	Iteration 24Q: 3 clusters Score -1684911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1684923.125000 Penalty: 4690.345215
	Iteration 25Q: 3 clusters Score -1684923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1684927.375000 Penalty: 4690.345215
	Iteration 26Q: 3 clusters Score -1684927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1684936.375000 Penalty: 4690.345215
	Iteration 27Q: 3 clusters Score -1684936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1684935.375000 Penalty: 4690.345215
	Iteration 28Q: 3 clusters Score -1684935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1684948.125000 Penalty: 4690.345215
	Iteration 29Q: 3 clusters Score -1684948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1684947.875000 Penalty: 4690.345215
	Iteration 30Q: 3 clusters Score -1684948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1684951.875000 Penalty: 4690.345215
	Iteration 31Q: 3 clusters Score -1684952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1684954.375000 Penalty: 4690.345215
	Iteration 32Q: 3 clusters Score -1684954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1684957.375000 Penalty: 4690.345215
	Iteration 33Q: 3 clusters Score -1684957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1684957.625000 Penalty: 4690.345215
	Iteration 34Q: 3 clusters Score -1684958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1684958.875000 Penalty: 4690.345215
	Iteration 35Q: 3 clusters Score -1684959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1684960.875000 Penalty: 4690.345215
	Iteration 36Q: 3 clusters Score -1684961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1684959.375000 Penalty: 4690.345215
	Iteration 37Q: 3 clusters Score -1684959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1684959.375000 Penalty: 4690.345215
	Iteration 38F: 3 clusters Score -1684959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Entering Unmasked Estep 
Score: -458939.281250 Penalty: 2030.794922
	Iteration 0F: 2 clusters Score -458939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -455278.781250 Penalty: 4061.589844
	Iteration 0F: 3 clusters Score -455278.8 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -456021.593750 Penalty: 4061.589844
	Iteration 1F: 3 clusters Score -456021.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -456181.562500 Penalty: 4061.589844
	Iteration 2F: 3 clusters Score -456181.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -456289.187500 Penalty: 4061.589844
	Iteration 3Q: 3 clusters Score -456289.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -456391.625000 Penalty: 4061.589844
	Iteration 4Q: 3 clusters Score -456391.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -456503.500000 Penalty: 4061.589844
	Iteration 5Q: 3 clusters Score -456503.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -456563.093750 Penalty: 4061.589844
	Iteration 6Q: 3 clusters Score -456563.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -456598.812500 Penalty: 4061.589844
	Iteration 7Q: 3 clusters Score -456598.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -456641.031250 Penalty: 4061.589844
	Iteration 8Q: 3 clusters Score -456641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -456668.093750 Penalty: 4061.589844
	Iteration 9Q: 3 clusters Score -456668.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -456689.281250 Penalty: 4061.589844
	Iteration 10Q: 3 clusters Score -456689.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -456706.625000 Penalty: 4061.589844
	Iteration 11Q: 3 clusters Score -456706.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -456718.000000 Penalty: 4061.589844
	Iteration 12Q: 3 clusters Score -456718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -456725.187500 Penalty: 4061.589844
	Iteration 13Q: 3 clusters Score -456725.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -456733.312500 Penalty: 4061.589844
	Iteration 14Q: 3 clusters Score -456733.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -456741.781250 Penalty: 4061.589844
	Iteration 15Q: 3 clusters Score -456741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -456748.500000 Penalty: 4061.589844
	Iteration 16Q: 3 clusters Score -456748.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -456754.031250 Penalty: 4061.589844
	Iteration 17Q: 3 clusters Score -456754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -456758.781250 Penalty: 4061.589844
	Iteration 18Q: 3 clusters Score -456758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -456763.093750 Penalty: 4061.589844
	Iteration 19Q: 3 clusters Score -456763.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -456767.781250 Penalty: 4061.589844
	Iteration 20F: 3 clusters Score -456767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -456773.250000 Penalty: 4061.589844
	Iteration 21Q: 3 clusters Score -456773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -456774.843750 Penalty: 4061.589844
	Iteration 22Q: 3 clusters Score -456774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -456777.062500 Penalty: 4061.589844
	Iteration 23Q: 3 clusters Score -456777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -456778.906250 Penalty: 4061.589844
	Iteration 24Q: 3 clusters Score -456778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -456782.093750 Penalty: 4061.589844
	Iteration 25Q: 3 clusters Score -456782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -456784.562500 Penalty: 4061.589844
	Iteration 26Q: 3 clusters Score -456784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -456785.625000 Penalty: 4061.589844
	Iteration 27Q: 3 clusters Score -456785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -456786.937500 Penalty: 4061.589844
	Iteration 28Q: 3 clusters Score -456786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -456787.937500 Penalty: 4061.589844
	Iteration 29Q: 3 clusters Score -456787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -456789.375000 Penalty: 4061.589844
	Iteration 30Q: 3 clusters Score -456789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -456789.843750 Penalty: 4061.589844
	Iteration 31Q: 3 clusters Score -456789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -456791.250000 Penalty: 4061.589844
	Iteration 32Q: 3 clusters Score -456791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -456791.812500 Penalty: 4061.589844
	Iteration 33Q: 3 clusters Score -456791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -456792.156250 Penalty: 4061.589844
	Iteration 34Q: 3 clusters Score -456792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -456792.468750 Penalty: 4061.589844
	Iteration 35Q: 3 clusters Score -456792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -456793.718750 Penalty: 4061.589844
	Iteration 36Q: 3 clusters Score -456793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -456794.093750 Penalty: 4061.589844
	Iteration 37Q: 3 clusters Score -456794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -456795.687500 Penalty: 4061.589844
	Iteration 38Q: 3 clusters Score -456795.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -456798.656250 Penalty: 4061.589844
	Iteration 39Q: 3 clusters Score -456798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -456800.937500 Penalty: 4061.589844
	Iteration 40F: 3 clusters Score -456800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -456801.281250 Penalty: 4061.589844
	Iteration 41Q: 3 clusters Score -456801.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -456802.468750 Penalty: 4061.589844
	Iteration 42Q: 3 clusters Score -456802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -456802.718750 Penalty: 4061.589844
	Iteration 43Q: 3 clusters Score -456802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -456802.718750 Penalty: 4061.589844
	Iteration 44F: 3 clusters Score -456802.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Entering Unmasked Estep 
Score: -1382463.375000 Penalty: 2301.522461
	Iteration 0F: 2 clusters Score -1382463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1374348.625000 Penalty: 4603.044922
	Iteration 0F: 3 clusters Score -1374349 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1376778.750000 Penalty: 4603.044922
	Iteration 1F: 3 clusters Score -1376779 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1377242.875000 Penalty: 4603.044922
	Iteration 2F: 3 clusters Score -1377243 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1377595.000000 Penalty: 4603.044922
	Iteration 3F: 3 clusters Score -1377595 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1377913.750000 Penalty: 4603.044922
	Iteration 4F: 3 clusters Score -1377914 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1378278.000000 Penalty: 4603.044922
	Iteration 5F: 3 clusters Score -1378278 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1378724.625000 Penalty: 4603.044922
	Iteration 6F: 3 clusters Score -1378725 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1379197.500000 Penalty: 4603.044922
	Iteration 7F: 3 clusters Score -1379198 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1379627.875000 Penalty: 4603.044922
	Iteration 8F: 3 clusters Score -1379628 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1380023.250000 Penalty: 4603.044922
	Iteration 9Q: 3 clusters Score -1380023 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1380307.000000 Penalty: 4603.044922
	Iteration 10Q: 3 clusters Score -1380307 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1380482.375000 Penalty: 4603.044922
	Iteration 11Q: 3 clusters Score -1380482 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1380592.000000 Penalty: 4603.044922
	Iteration 12Q: 3 clusters Score -1380592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1380669.125000 Penalty: 4603.044922
	Iteration 13Q: 3 clusters Score -1380669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1380729.500000 Penalty: 4603.044922
	Iteration 14Q: 3 clusters Score -1380730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1380786.875000 Penalty: 4603.044922
	Iteration 15Q: 3 clusters Score -1380787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1380846.250000 Penalty: 4603.044922
	Iteration 16Q: 3 clusters Score -1380846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1380895.250000 Penalty: 4603.044922
	Iteration 17Q: 3 clusters Score -1380895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1380939.875000 Penalty: 4603.044922
	Iteration 18Q: 3 clusters Score -1380940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1380967.875000 Penalty: 4603.044922
	Iteration 19Q: 3 clusters Score -1380968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1380987.125000 Penalty: 4603.044922
	Iteration 20F: 3 clusters Score -1380987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1381000.250000 Penalty: 4603.044922
	Iteration 21Q: 3 clusters Score -1381000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1381008.125000 Penalty: 4603.044922
	Iteration 22Q: 3 clusters Score -1381008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1381013.750000 Penalty: 4603.044922
	Iteration 23Q: 3 clusters Score -1381014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1381014.125000 Penalty: 4603.044922
	Iteration 24Q: 3 clusters Score -1381014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1381015.625000 Penalty: 4603.044922
	Iteration 25Q: 3 clusters Score -1381016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1381015.625000 Penalty: 4603.044922
	Iteration 26F: 3 clusters Score -1381016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -778890.062500 Penalty: 2170.012207
	Iteration 0F: 2 clusters Score -778890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -773512.687500 Penalty: 4340.024414
	Iteration 0F: 3 clusters Score -773512.7 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -774933.437500 Penalty: 4340.024414
	Iteration 1F: 3 clusters Score -774933.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -775248.312500 Penalty: 4340.024414
	Iteration 2F: 3 clusters Score -775248.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -775495.812500 Penalty: 4340.024414
	Iteration 3F: 3 clusters Score -775495.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -775673.562500 Penalty: 4340.024414
	Iteration 4F: 3 clusters Score -775673.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -775817.562500 Penalty: 4340.024414
	Iteration 5Q: 3 clusters Score -775817.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -775932.812500 Penalty: 4340.024414
	Iteration 6Q: 3 clusters Score -775932.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -776052.562500 Penalty: 4340.024414
	Iteration 7Q: 3 clusters Score -776052.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -776180.625000 Penalty: 4340.024414
	Iteration 8Q: 3 clusters Score -776180.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -776294.250000 Penalty: 4340.024414
	Iteration 9Q: 3 clusters Score -776294.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -776398.812500 Penalty: 4340.024414
	Iteration 10Q: 3 clusters Score -776398.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -776513.187500 Penalty: 4340.024414
	Iteration 11Q: 3 clusters Score -776513.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -776634.625000 Penalty: 4340.024414
	Iteration 12Q: 3 clusters Score -776634.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -776762.187500 Penalty: 4340.024414
	Iteration 13Q: 3 clusters Score -776762.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -776891.062500 Penalty: 4340.024414
	Iteration 14Q: 3 clusters Score -776891.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -777007.125000 Penalty: 4340.024414
	Iteration 15Q: 3 clusters Score -777007.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -777118.250000 Penalty: 4340.024414
	Iteration 16Q: 3 clusters Score -777118.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -777230.312500 Penalty: 4340.024414
	Iteration 17Q: 3 clusters Score -777230.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -777354.437500 Penalty: 4340.024414
	Iteration 18Q: 3 clusters Score -777354.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -777476.250000 Penalty: 4340.024414
	Iteration 19Q: 3 clusters Score -777476.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -777592.375000 Penalty: 4340.024414
	Iteration 20F: 3 clusters Score -777592.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -777669.562500 Penalty: 4340.024414
	Iteration 21Q: 3 clusters Score -777669.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -777736.000000 Penalty: 4340.024414
	Iteration 22Q: 3 clusters Score -777736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -777779.937500 Penalty: 4340.024414
	Iteration 23Q: 3 clusters Score -777779.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -777816.250000 Penalty: 4340.024414
	Iteration 24Q: 3 clusters Score -777816.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -777845.062500 Penalty: 4340.024414
	Iteration 25Q: 3 clusters Score -777845.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -777861.750000 Penalty: 4340.024414
	Iteration 26Q: 3 clusters Score -777861.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -777873.312500 Penalty: 4340.024414
	Iteration 27Q: 3 clusters Score -777873.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -777883.562500 Penalty: 4340.024414
	Iteration 28Q: 3 clusters Score -777883.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -777890.250000 Penalty: 4340.024414
	Iteration 29Q: 3 clusters Score -777890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -777896.312500 Penalty: 4340.024414
	Iteration 30Q: 3 clusters Score -777896.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -777902.562500 Penalty: 4340.024414
	Iteration 31Q: 3 clusters Score -777902.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -777906.437500 Penalty: 4340.024414
	Iteration 32Q: 3 clusters Score -777906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -777910.562500 Penalty: 4340.024414
	Iteration 33Q: 3 clusters Score -777910.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -777912.000000 Penalty: 4340.024414
	Iteration 34Q: 3 clusters Score -777912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -777912.562500 Penalty: 4340.024414
	Iteration 35Q: 3 clusters Score -777912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -777912.812500 Penalty: 4340.024414
	Iteration 36Q: 3 clusters Score -777912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -777912.812500 Penalty: 4340.024414
	Iteration 37F: 3 clusters Score -777912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -235431.687500 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -235431.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -232961.984375 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -232962 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -233367.359375 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -233367.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -233477.281250 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -233477.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233542.125000 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -233542.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -233575.062500 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -233575.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -233597.718750 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -233597.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -233620.156250 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -233620.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -233629.671875 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -233629.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -233637.625000 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -233637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -233643.500000 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -233643.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -233650.703125 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -233650.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -233657.078125 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -233657.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -233667.687500 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -233667.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -233675.468750 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -233675.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -233683.171875 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -233683.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -233690.109375 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -233690.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233697.375000 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -233697.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -233709.109375 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -233709.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -233717.218750 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -233717.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -233728.921875 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -233728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -233740.890625 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -233740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -233744.812500 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -233744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -233747.359375 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -233747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -233750.046875 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -233750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233753.156250 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -233753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233754.953125 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -233755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233757.828125 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -233757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -233760.359375 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -233760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233761.421875 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -233761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233761.421875 Penalty: 3716.961426
	Iteration 29F: 3 clusters Score -233761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -140777.843750 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -140777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -138795.984375 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -138796 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -139260.500000 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -139260.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -139437.656250 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -139437.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -139530.062500 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -139530.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139640.671875 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -139640.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -139741.796875 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -139741.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -139847.515625 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -139847.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139966.359375 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -139966.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -140130.453125 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -140130.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -140278.734375 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -140278.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140468.625000 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -140468.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140649.156250 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -140649.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -140867.796875 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -140867.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -141133.578125 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -141133.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141162.218750 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -141162.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -141178.125000 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -141178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -141189.718750 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -141189.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141203.953125 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -141204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -141220.312500 Penalty: 3506.235596
	Iteration 18Q: 3 clusters Score -141220.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -141253.265625 Penalty: 3506.235596
	Iteration 19Q: 3 clusters Score -141253.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -141267.375000 Penalty: 3506.235596
	Iteration 20F: 3 clusters Score -141267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -141277.625000 Penalty: 3506.235596
	Iteration 21Q: 3 clusters Score -141277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -141293.203125 Penalty: 3506.235596
	Iteration 22Q: 3 clusters Score -141293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -141310.375000 Penalty: 3506.235596
	Iteration 23Q: 3 clusters Score -141310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -141326.296875 Penalty: 3506.235596
	Iteration 24Q: 3 clusters Score -141326.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -141342.296875 Penalty: 3506.235596
	Iteration 25Q: 3 clusters Score -141342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -141350.234375 Penalty: 3506.235596
	Iteration 26Q: 3 clusters Score -141350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -141359.203125 Penalty: 3506.235596
	Iteration 27Q: 3 clusters Score -141359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -141372.375000 Penalty: 3506.235596
	Iteration 28Q: 3 clusters Score -141372.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -141394.281250 Penalty: 3506.235596
	Iteration 29Q: 3 clusters Score -141394.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -141453.500000 Penalty: 3506.235596
	Iteration 30Q: 3 clusters Score -141453.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -141591.687500 Penalty: 3506.235596
	Iteration 31Q: 3 clusters Score -141591.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -141625.984375 Penalty: 3506.235596
	Iteration 32Q: 3 clusters Score -141626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141630.046875 Penalty: 3506.235596
	Iteration 33Q: 3 clusters Score -141630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141630.046875 Penalty: 3506.235596
	Iteration 34F: 3 clusters Score -141630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 2644 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11998 members 
Mstep: Class 8 contains 12789 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 10725 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 9736 members 
Mstep: Class 15 contains 42826 members 
Mstep: Class 16 contains 148041 members 
Mstep: Class 17 contains 20126 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 19207 members 
Mstep: Class 20 contains 21765 members 
Mstep: Class 21 contains 790 members 
Entering Unmasked Estep 
Score: -42889196.000000 Penalty: 66272.132812
Splitting cluster 13 changes total score from -42889680.000000 to -42889196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Entering Unmasked Estep 
Score: -1265936.625000 Penalty: 2277.529297
	Iteration 0F: 2 clusters Score -1265937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1258421.000000 Penalty: 4555.058594
	Iteration 0F: 3 clusters Score -1258421 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1260598.500000 Penalty: 4555.058594
	Iteration 1F: 3 clusters Score -1260598 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1260993.250000 Penalty: 4555.058594
	Iteration 2F: 3 clusters Score -1260993 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1261321.750000 Penalty: 4555.058594
	Iteration 3F: 3 clusters Score -1261322 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1261623.375000 Penalty: 4555.058594
	Iteration 4F: 3 clusters Score -1261623 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1261906.000000 Penalty: 4555.058594
	Iteration 5Q: 3 clusters Score -1261906 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1262152.125000 Penalty: 4555.058594
	Iteration 6Q: 3 clusters Score -1262152 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1262379.875000 Penalty: 4555.058594
	Iteration 7Q: 3 clusters Score -1262380 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1262580.250000 Penalty: 4555.058594
	Iteration 8Q: 3 clusters Score -1262580 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1262793.250000 Penalty: 4555.058594
	Iteration 9Q: 3 clusters Score -1262793 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1263003.000000 Penalty: 4555.058594
	Iteration 10Q: 3 clusters Score -1263003 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1263197.875000 Penalty: 4555.058594
	Iteration 11Q: 3 clusters Score -1263198 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1263374.375000 Penalty: 4555.058594
	Iteration 12Q: 3 clusters Score -1263374 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1263487.375000 Penalty: 4555.058594
	Iteration 13Q: 3 clusters Score -1263487 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1263558.625000 Penalty: 4555.058594
	Iteration 14Q: 3 clusters Score -1263559 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1263625.625000 Penalty: 4555.058594
	Iteration 15Q: 3 clusters Score -1263626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1263676.625000 Penalty: 4555.058594
	Iteration 16Q: 3 clusters Score -1263677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1263709.125000 Penalty: 4555.058594
	Iteration 17Q: 3 clusters Score -1263709 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1263744.875000 Penalty: 4555.058594
	Iteration 18Q: 3 clusters Score -1263745 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1263787.625000 Penalty: 4555.058594
	Iteration 19Q: 3 clusters Score -1263788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1263820.625000 Penalty: 4555.058594
	Iteration 20F: 3 clusters Score -1263821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1263845.125000 Penalty: 4555.058594
	Iteration 21Q: 3 clusters Score -1263845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1263863.375000 Penalty: 4555.058594
	Iteration 22Q: 3 clusters Score -1263863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1263881.625000 Penalty: 4555.058594
	Iteration 23Q: 3 clusters Score -1263882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1263897.750000 Penalty: 4555.058594
	Iteration 24Q: 3 clusters Score -1263898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1263909.000000 Penalty: 4555.058594
	Iteration 25Q: 3 clusters Score -1263909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1263927.625000 Penalty: 4555.058594
	Iteration 26Q: 3 clusters Score -1263928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1263939.375000 Penalty: 4555.058594
	Iteration 27Q: 3 clusters Score -1263939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1263951.750000 Penalty: 4555.058594
	Iteration 28Q: 3 clusters Score -1263952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1263960.000000 Penalty: 4555.058594
	Iteration 29Q: 3 clusters Score -1263960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1263964.500000 Penalty: 4555.058594
	Iteration 30Q: 3 clusters Score -1263964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1263967.250000 Penalty: 4555.058594
	Iteration 31Q: 3 clusters Score -1263967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1263968.625000 Penalty: 4555.058594
	Iteration 32Q: 3 clusters Score -1263969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1263968.625000 Penalty: 4555.058594
	Iteration 33F: 3 clusters Score -1263969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Entering Unmasked Estep 
Score: -5576550.000000 Penalty: 2644.895508
	Iteration 0F: 2 clusters Score -5576550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -5547453.500000 Penalty: 5289.791016
	Iteration 0F: 3 clusters Score -5547454 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -5558370.000000 Penalty: 5289.791016
	Iteration 1F: 3 clusters Score -5558370 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -5558870.500000 Penalty: 5289.791016
	Iteration 2Q: 3 clusters Score -5558870 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -5559335.500000 Penalty: 5289.791016
	Iteration 3Q: 3 clusters Score -5559336 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -5559728.500000 Penalty: 5289.791016
	Iteration 4Q: 3 clusters Score -5559728 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5560163.500000 Penalty: 5289.791016
	Iteration 5Q: 3 clusters Score -5560164 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5560720.000000 Penalty: 5289.791016
	Iteration 6Q: 3 clusters Score -5560720 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5561324.500000 Penalty: 5289.791016
	Iteration 7Q: 3 clusters Score -5561324 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5562304.500000 Penalty: 5289.791016
	Iteration 8Q: 3 clusters Score -5562304 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -5563735.000000 Penalty: 5289.791016
	Iteration 9F: 3 clusters Score -5563735 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -5565635.000000 Penalty: 5289.791016
	Iteration 10F: 3 clusters Score -5565635 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -5568031.500000 Penalty: 5289.791016
	Iteration 11F: 3 clusters Score -5568032 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5570394.000000 Penalty: 5289.791016
	Iteration 12F: 3 clusters Score -5570394 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5572191.500000 Penalty: 5289.791016
	Iteration 13Q: 3 clusters Score -5572192 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5573270.000000 Penalty: 5289.791016
	Iteration 14Q: 3 clusters Score -5573270 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5573817.500000 Penalty: 5289.791016
	Iteration 15Q: 3 clusters Score -5573818 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5574035.000000 Penalty: 5289.791016
	Iteration 16Q: 3 clusters Score -5574035 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5574137.500000 Penalty: 5289.791016
	Iteration 17Q: 3 clusters Score -5574138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5574188.500000 Penalty: 5289.791016
	Iteration 18Q: 3 clusters Score -5574188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5574220.500000 Penalty: 5289.791016
	Iteration 19Q: 3 clusters Score -5574220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5574247.500000 Penalty: 5289.791016
	Iteration 20F: 3 clusters Score -5574248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5574260.000000 Penalty: 5289.791016
	Iteration 21Q: 3 clusters Score -5574260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5574270.000000 Penalty: 5289.791016
	Iteration 22Q: 3 clusters Score -5574270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5574277.000000 Penalty: 5289.791016
	Iteration 23Q: 3 clusters Score -5574277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5574285.000000 Penalty: 5289.791016
	Iteration 24Q: 3 clusters Score -5574285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5574287.500000 Penalty: 5289.791016
	Iteration 25Q: 3 clusters Score -5574288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5574288.000000 Penalty: 5289.791016
	Iteration 26Q: 3 clusters Score -5574288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5574286.000000 Penalty: 5289.791016
	Iteration 27Q: 3 clusters Score -5574286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5574289.000000 Penalty: 5289.791016
	Iteration 28Q: 3 clusters Score -5574289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5574291.500000 Penalty: 5289.791016
	Iteration 29Q: 3 clusters Score -5574292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5574297.500000 Penalty: 5289.791016
	Iteration 30Q: 3 clusters Score -5574298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5574305.000000 Penalty: 5289.791016
	Iteration 31Q: 3 clusters Score -5574305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5574305.500000 Penalty: 5289.791016
	Iteration 32Q: 3 clusters Score -5574306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5574305.500000 Penalty: 5289.791016
	Iteration 33F: 3 clusters Score -5574306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (148041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148041 members 
Entering Unmasked Estep 
Score: -19411494.000000 Penalty: 2952.500732
	Iteration 0F: 2 clusters Score -1.941149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -19313326.000000 Penalty: 5905.001465
	Iteration 0F: 3 clusters Score -1.931333e+07 nChanged 71005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -19353710.000000 Penalty: 5905.001465
	Iteration 1F: 3 clusters Score -1.935371e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -19354708.000000 Penalty: 5905.001465
	Iteration 2Q: 3 clusters Score -1.935471e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -19355860.000000 Penalty: 5905.001465
	Iteration 3Q: 3 clusters Score -1.935586e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -19357204.000000 Penalty: 5905.001465
	Iteration 4Q: 3 clusters Score -1.93572e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -19359520.000000 Penalty: 5905.001465
	Iteration 5Q: 3 clusters Score -1.935952e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -19363356.000000 Penalty: 5905.001465
	Iteration 6Q: 3 clusters Score -1.936336e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -19369162.000000 Penalty: 5905.001465
	Iteration 7F: 3 clusters Score -1.936916e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -19377750.000000 Penalty: 5905.001465
	Iteration 8F: 3 clusters Score -1.937775e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -19387484.000000 Penalty: 5905.001465
	Iteration 9F: 3 clusters Score -1.938748e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 122410 members 
Entering Unmasked Estep 
Score: -19396600.000000 Penalty: 5905.001465
	Iteration 10F: 3 clusters Score -1.93966e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -19402384.000000 Penalty: 5905.001465
	Iteration 11Q: 3 clusters Score -1.940238e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 129110 members 
Entering Unmasked Estep 
Score: -19405412.000000 Penalty: 5905.001465
	Iteration 12Q: 3 clusters Score -1.940541e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 130677 members 
Entering Unmasked Estep 
Score: -19407038.000000 Penalty: 5905.001465
	Iteration 13Q: 3 clusters Score -1.940704e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 131979 members 
Entering Unmasked Estep 
Score: -19407994.000000 Penalty: 5905.001465
	Iteration 14Q: 3 clusters Score -1.940799e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 133170 members 
Entering Unmasked Estep 
Score: -19408638.000000 Penalty: 5905.001465
	Iteration 15Q: 3 clusters Score -1.940864e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -19409156.000000 Penalty: 5905.001465
	Iteration 16Q: 3 clusters Score -1.940916e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 135153 members 
Entering Unmasked Estep 
Score: -19409546.000000 Penalty: 5905.001465
	Iteration 17Q: 3 clusters Score -1.940955e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 135989 members 
Entering Unmasked Estep 
Score: -19409852.000000 Penalty: 5905.001465
	Iteration 18Q: 3 clusters Score -1.940985e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 136725 members 
Entering Unmasked Estep 
Score: -19410052.000000 Penalty: 5905.001465
	Iteration 19Q: 3 clusters Score -1.941005e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 137379 members 
Entering Unmasked Estep 
Score: -19410282.000000 Penalty: 5905.001465
	Iteration 20F: 3 clusters Score -1.941028e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -19410470.000000 Penalty: 5905.001465
	Iteration 21Q: 3 clusters Score -1.941047e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 138419 members 
Entering Unmasked Estep 
Score: -19410668.000000 Penalty: 5905.001465
	Iteration 22Q: 3 clusters Score -1.941067e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 138842 members 
Entering Unmasked Estep 
Score: -19410742.000000 Penalty: 5905.001465
	Iteration 23Q: 3 clusters Score -1.941074e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -19410848.000000 Penalty: 5905.001465
	Iteration 24Q: 3 clusters Score -1.941085e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 139537 members 
Entering Unmasked Estep 
Score: -19410952.000000 Penalty: 5905.001465
	Iteration 25Q: 3 clusters Score -1.941095e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 139837 members 
Entering Unmasked Estep 
Score: -19411028.000000 Penalty: 5905.001465
	Iteration 26Q: 3 clusters Score -1.941103e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 140096 members 
Entering Unmasked Estep 
Score: -19411118.000000 Penalty: 5905.001465
	Iteration 27Q: 3 clusters Score -1.941112e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 140281 members 
Entering Unmasked Estep 
Score: -19411106.000000 Penalty: 5905.001465
	Iteration 28Q: 3 clusters Score -1.941111e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -19411130.000000 Penalty: 5905.001465
	Iteration 29Q: 3 clusters Score -1.941113e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 140582 members 
Entering Unmasked Estep 
Score: -19411156.000000 Penalty: 5905.001465
	Iteration 30Q: 3 clusters Score -1.941116e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 140694 members 
Entering Unmasked Estep 
Score: -19411162.000000 Penalty: 5905.001465
	Iteration 31Q: 3 clusters Score -1.941116e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 140813 members 
Entering Unmasked Estep 
Score: -19411186.000000 Penalty: 5905.001465
	Iteration 32Q: 3 clusters Score -1.941119e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 140913 members 
Entering Unmasked Estep 
Score: -19411208.000000 Penalty: 5905.001465
	Iteration 33Q: 3 clusters Score -1.941121e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 140994 members 
Entering Unmasked Estep 
Score: -19411226.000000 Penalty: 5905.001465
	Iteration 34Q: 3 clusters Score -1.941123e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 141059 members 
Entering Unmasked Estep 
Score: -19411258.000000 Penalty: 5905.001465
	Iteration 35Q: 3 clusters Score -1.941126e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 141124 members 
Entering Unmasked Estep 
Score: -19411244.000000 Penalty: 5905.001465
	Iteration 36Q: 3 clusters Score -1.941124e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 141180 members 
Entering Unmasked Estep 
Score: -19411228.000000 Penalty: 5905.001465
	Iteration 37Q: 3 clusters Score -1.941123e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 141221 members 
Entering Unmasked Estep 
Score: -19411228.000000 Penalty: 5905.001465
	Iteration 38Q: 3 clusters Score -1.941123e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 141263 members 
Entering Unmasked Estep 
Score: -19411228.000000 Penalty: 5905.001465
	Iteration 39Q: 3 clusters Score -1.941123e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 141297 members 
Entering Unmasked Estep 
Score: -19411246.000000 Penalty: 5905.001465
	Iteration 40F: 3 clusters Score -1.941125e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 141332 members 
Entering Unmasked Estep 
Score: -19411252.000000 Penalty: 5905.001465
	Iteration 41Q: 3 clusters Score -1.941125e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 141362 members 
Entering Unmasked Estep 
Score: -19411250.000000 Penalty: 5905.001465
	Iteration 42Q: 3 clusters Score -1.941125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 141393 members 
Entering Unmasked Estep 
Score: -19411242.000000 Penalty: 5905.001465
	Iteration 43Q: 3 clusters Score -1.941124e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -19411264.000000 Penalty: 5905.001465
	Iteration 44Q: 3 clusters Score -1.941126e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 141446 members 
Entering Unmasked Estep 
Score: -19411278.000000 Penalty: 5905.001465
	Iteration 45Q: 3 clusters Score -1.941128e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 141461 members 
Entering Unmasked Estep 
Score: -19411272.000000 Penalty: 5905.001465
	Iteration 46Q: 3 clusters Score -1.941127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 141481 members 
Entering Unmasked Estep 
Score: -19411272.000000 Penalty: 5905.001465
	Iteration 47Q: 3 clusters Score -1.941127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 141502 members 
Entering Unmasked Estep 
Score: -19411270.000000 Penalty: 5905.001465
	Iteration 48Q: 3 clusters Score -1.941127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 141524 members 
Entering Unmasked Estep 
Score: -19411278.000000 Penalty: 5905.001465
	Iteration 49Q: 3 clusters Score -1.941128e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 141542 members 
Entering Unmasked Estep 
Score: -19411262.000000 Penalty: 5905.001465
	Iteration 50Q: 3 clusters Score -1.941126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 141554 members 
Entering Unmasked Estep 
Score: -19411270.000000 Penalty: 5905.001465
	Iteration 51Q: 3 clusters Score -1.941127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 141572 members 
Entering Unmasked Estep 
Score: -19411272.000000 Penalty: 5905.001465
	Iteration 52Q: 3 clusters Score -1.941127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 141588 members 
Entering Unmasked Estep 
Score: -19411260.000000 Penalty: 5905.001465
	Iteration 53Q: 3 clusters Score -1.941126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 141600 members 
Entering Unmasked Estep 
Score: -19411254.000000 Penalty: 5905.001465
	Iteration 54Q: 3 clusters Score -1.941125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 141618 members 
Entering Unmasked Estep 
Score: -19411262.000000 Penalty: 5905.001465
	Iteration 55Q: 3 clusters Score -1.941126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 141629 members 
Entering Unmasked Estep 
Score: -19411266.000000 Penalty: 5905.001465
	Iteration 56Q: 3 clusters Score -1.941127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
Score: -19411288.000000 Penalty: 5905.001465
	Iteration 57Q: 3 clusters Score -1.941129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 141649 members 
Entering Unmasked Estep 
Score: -19411286.000000 Penalty: 5905.001465
	Iteration 58Q: 3 clusters Score -1.941129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
Score: -19411294.000000 Penalty: 5905.001465
	Iteration 59Q: 3 clusters Score -1.941129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 141668 members 
Entering Unmasked Estep 
Score: -19411286.000000 Penalty: 5905.001465
	Iteration 60F: 3 clusters Score -1.941129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 141670 members 
Entering Unmasked Estep 
Score: -19411276.000000 Penalty: 5905.001465
	Iteration 61Q: 3 clusters Score -1.941128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 141675 members 
Entering Unmasked Estep 
Score: -19411264.000000 Penalty: 5905.001465
	Iteration 62Q: 3 clusters Score -1.941126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 141681 members 
Entering Unmasked Estep 
Score: -19411254.000000 Penalty: 5905.001465
	Iteration 63Q: 3 clusters Score -1.941125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 141695 members 
Entering Unmasked Estep 
Score: -19411274.000000 Penalty: 5905.001465
	Iteration 64Q: 3 clusters Score -1.941127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 141712 members 
Entering Unmasked Estep 
Score: -19411284.000000 Penalty: 5905.001465
	Iteration 65Q: 3 clusters Score -1.941128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 141721 members 
Entering Unmasked Estep 
Score: -19411290.000000 Penalty: 5905.001465
	Iteration 66Q: 3 clusters Score -1.941129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 141723 members 
Entering Unmasked Estep 
Score: -19411304.000000 Penalty: 5905.001465
	Iteration 67Q: 3 clusters Score -1.94113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 141726 members 
Entering Unmasked Estep 
Score: -19411294.000000 Penalty: 5905.001465
	Iteration 68Q: 3 clusters Score -1.941129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 141726 members 
Entering Unmasked Estep 
Score: -19411306.000000 Penalty: 5905.001465
	Iteration 69Q: 3 clusters Score -1.941131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 141727 members 
Entering Unmasked Estep 
Score: -19411294.000000 Penalty: 5905.001465
	Iteration 70Q: 3 clusters Score -1.941129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 141727 members 
Entering Unmasked Estep 
Score: -19411300.000000 Penalty: 5905.001465
	Iteration 71Q: 3 clusters Score -1.94113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 141727 members 
Entering Unmasked Estep 
Score: -19411300.000000 Penalty: 5905.001465
	Iteration 72F: 3 clusters Score -1.94113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Entering Unmasked Estep 
Score: -2633613.500000 Penalty: 2457.622559
	Iteration 0F: 2 clusters Score -2633614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2619379.500000 Penalty: 4915.245117
	Iteration 0F: 3 clusters Score -2619380 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2624060.750000 Penalty: 4915.245117
	Iteration 1F: 3 clusters Score -2624061 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2624381.000000 Penalty: 4915.245117
	Iteration 2Q: 3 clusters Score -2624381 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2624644.500000 Penalty: 4915.245117
	Iteration 3Q: 3 clusters Score -2624644 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2624946.000000 Penalty: 4915.245117
	Iteration 4Q: 3 clusters Score -2624946 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2625334.000000 Penalty: 4915.245117
	Iteration 5Q: 3 clusters Score -2625334 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2625859.000000 Penalty: 4915.245117
	Iteration 6Q: 3 clusters Score -2625859 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2626577.750000 Penalty: 4915.245117
	Iteration 7F: 3 clusters Score -2626578 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2627517.000000 Penalty: 4915.245117
	Iteration 8F: 3 clusters Score -2627517 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2628652.500000 Penalty: 4915.245117
	Iteration 9F: 3 clusters Score -2628652 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2629623.750000 Penalty: 4915.245117
	Iteration 10F: 3 clusters Score -2629624 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2630345.000000 Penalty: 4915.245117
	Iteration 11Q: 3 clusters Score -2630345 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2630797.250000 Penalty: 4915.245117
	Iteration 12Q: 3 clusters Score -2630797 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2631034.750000 Penalty: 4915.245117
	Iteration 13Q: 3 clusters Score -2631035 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2631208.500000 Penalty: 4915.245117
	Iteration 14Q: 3 clusters Score -2631208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2631297.750000 Penalty: 4915.245117
	Iteration 15Q: 3 clusters Score -2631298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2631354.250000 Penalty: 4915.245117
	Iteration 16Q: 3 clusters Score -2631354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2631377.000000 Penalty: 4915.245117
	Iteration 17Q: 3 clusters Score -2631377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2631406.500000 Penalty: 4915.245117
	Iteration 18Q: 3 clusters Score -2631406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2631425.500000 Penalty: 4915.245117
	Iteration 19Q: 3 clusters Score -2631426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2631446.750000 Penalty: 4915.245117
	Iteration 20F: 3 clusters Score -2631447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2631468.750000 Penalty: 4915.245117
	Iteration 21Q: 3 clusters Score -2631469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2631478.750000 Penalty: 4915.245117
	Iteration 22Q: 3 clusters Score -2631479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2631485.000000 Penalty: 4915.245117
	Iteration 23Q: 3 clusters Score -2631485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2631487.500000 Penalty: 4915.245117
	Iteration 24Q: 3 clusters Score -2631488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2631493.500000 Penalty: 4915.245117
	Iteration 25Q: 3 clusters Score -2631494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2631498.000000 Penalty: 4915.245117
	Iteration 26Q: 3 clusters Score -2631498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2631500.500000 Penalty: 4915.245117
	Iteration 27Q: 3 clusters Score -2631500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2631501.250000 Penalty: 4915.245117
	Iteration 28Q: 3 clusters Score -2631501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2631501.250000 Penalty: 4915.245117
	Iteration 29F: 3 clusters Score -2631501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -687054.375000 Penalty: 2126.995117
	Iteration 0F: 2 clusters Score -687054.4 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 2620 members 
Entering Unmasked Estep 
Score: -682319.375000 Penalty: 4253.990234
	Iteration 0F: 3 clusters Score -682319.4 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -683486.625000 Penalty: 4253.990234
	Iteration 1F: 3 clusters Score -683486.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -683665.812500 Penalty: 4253.990234
	Iteration 2F: 3 clusters Score -683665.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -683761.687500 Penalty: 4253.990234
	Iteration 3Q: 3 clusters Score -683761.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -683815.562500 Penalty: 4253.990234
	Iteration 4Q: 3 clusters Score -683815.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -683863.687500 Penalty: 4253.990234
	Iteration 5Q: 3 clusters Score -683863.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -683912.562500 Penalty: 4253.990234
	Iteration 6Q: 3 clusters Score -683912.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -683957.250000 Penalty: 4253.990234
	Iteration 7Q: 3 clusters Score -683957.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -684006.500000 Penalty: 4253.990234
	Iteration 8Q: 3 clusters Score -684006.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -684047.500000 Penalty: 4253.990234
	Iteration 9Q: 3 clusters Score -684047.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -684097.187500 Penalty: 4253.990234
	Iteration 10Q: 3 clusters Score -684097.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -684147.750000 Penalty: 4253.990234
	Iteration 11Q: 3 clusters Score -684147.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -684184.187500 Penalty: 4253.990234
	Iteration 12Q: 3 clusters Score -684184.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -684220.375000 Penalty: 4253.990234
	Iteration 13Q: 3 clusters Score -684220.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -684259.125000 Penalty: 4253.990234
	Iteration 14Q: 3 clusters Score -684259.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -684302.062500 Penalty: 4253.990234
	Iteration 15Q: 3 clusters Score -684302.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -684346.250000 Penalty: 4253.990234
	Iteration 16Q: 3 clusters Score -684346.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -684389.312500 Penalty: 4253.990234
	Iteration 17Q: 3 clusters Score -684389.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -684426.125000 Penalty: 4253.990234
	Iteration 18Q: 3 clusters Score -684426.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -684466.937500 Penalty: 4253.990234
	Iteration 19Q: 3 clusters Score -684466.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -684519.562500 Penalty: 4253.990234
	Iteration 20F: 3 clusters Score -684519.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -684580.125000 Penalty: 4253.990234
	Iteration 21Q: 3 clusters Score -684580.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -684636.687500 Penalty: 4253.990234
	Iteration 22Q: 3 clusters Score -684636.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -684699.250000 Penalty: 4253.990234
	Iteration 23Q: 3 clusters Score -684699.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -684759.875000 Penalty: 4253.990234
	Iteration 24Q: 3 clusters Score -684759.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -684818.437500 Penalty: 4253.990234
	Iteration 25Q: 3 clusters Score -684818.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -684871.625000 Penalty: 4253.990234
	Iteration 26Q: 3 clusters Score -684871.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -684921.437500 Penalty: 4253.990234
	Iteration 27Q: 3 clusters Score -684921.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -684959.500000 Penalty: 4253.990234
	Iteration 28Q: 3 clusters Score -684959.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -684997.125000 Penalty: 4253.990234
	Iteration 29Q: 3 clusters Score -684997.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -685028.062500 Penalty: 4253.990234
	Iteration 30Q: 3 clusters Score -685028.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -685053.062500 Penalty: 4253.990234
	Iteration 31Q: 3 clusters Score -685053.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -685068.750000 Penalty: 4253.990234
	Iteration 32Q: 3 clusters Score -685068.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -685086.687500 Penalty: 4253.990234
	Iteration 33Q: 3 clusters Score -685086.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -685101.437500 Penalty: 4253.990234
	Iteration 34Q: 3 clusters Score -685101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -685108.062500 Penalty: 4253.990234
	Iteration 35Q: 3 clusters Score -685108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -685111.125000 Penalty: 4253.990234
	Iteration 36Q: 3 clusters Score -685111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -685116.937500 Penalty: 4253.990234
	Iteration 37Q: 3 clusters Score -685116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -685122.562500 Penalty: 4253.990234
	Iteration 38Q: 3 clusters Score -685122.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -685131.562500 Penalty: 4253.990234
	Iteration 39Q: 3 clusters Score -685131.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -685145.500000 Penalty: 4253.990234
	Iteration 40F: 3 clusters Score -685145.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -685155.000000 Penalty: 4253.990234
	Iteration 41Q: 3 clusters Score -685155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -685166.875000 Penalty: 4253.990234
	Iteration 42Q: 3 clusters Score -685166.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -685184.750000 Penalty: 4253.990234
	Iteration 43Q: 3 clusters Score -685184.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -685196.062500 Penalty: 4253.990234
	Iteration 44Q: 3 clusters Score -685196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -685199.312500 Penalty: 4253.990234
	Iteration 45Q: 3 clusters Score -685199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -685204.000000 Penalty: 4253.990234
	Iteration 46Q: 3 clusters Score -685204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -685205.250000 Penalty: 4253.990234
	Iteration 47Q: 3 clusters Score -685205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -685208.250000 Penalty: 4253.990234
	Iteration 48Q: 3 clusters Score -685208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -685209.375000 Penalty: 4253.990234
	Iteration 49Q: 3 clusters Score -685209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -685211.562500 Penalty: 4253.990234
	Iteration 50Q: 3 clusters Score -685211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -685214.375000 Penalty: 4253.990234
	Iteration 51Q: 3 clusters Score -685214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -685215.500000 Penalty: 4253.990234
	Iteration 52Q: 3 clusters Score -685215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -685216.125000 Penalty: 4253.990234
	Iteration 53Q: 3 clusters Score -685216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -685216.125000 Penalty: 4253.990234
	Iteration 54F: 3 clusters Score -685216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Entering Unmasked Estep 
Score: -2446910.750000 Penalty: 2446.031494
	Iteration 0F: 2 clusters Score -2446911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2433403.250000 Penalty: 4892.062988
	Iteration 0F: 3 clusters Score -2433403 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2437870.500000 Penalty: 4892.062988
	Iteration 1F: 3 clusters Score -2437870 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2438389.750000 Penalty: 4892.062988
	Iteration 2F: 3 clusters Score -2438390 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2438897.500000 Penalty: 4892.062988
	Iteration 3F: 3 clusters Score -2438898 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2439464.750000 Penalty: 4892.062988
	Iteration 4F: 3 clusters Score -2439465 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2440142.750000 Penalty: 4892.062988
	Iteration 5F: 3 clusters Score -2440143 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2440949.250000 Penalty: 4892.062988
	Iteration 6F: 3 clusters Score -2440949 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2441683.250000 Penalty: 4892.062988
	Iteration 7F: 3 clusters Score -2441683 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2442352.750000 Penalty: 4892.062988
	Iteration 8F: 3 clusters Score -2442353 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2442923.250000 Penalty: 4892.062988
	Iteration 9Q: 3 clusters Score -2442923 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2443404.000000 Penalty: 4892.062988
	Iteration 10Q: 3 clusters Score -2443404 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2443762.000000 Penalty: 4892.062988
	Iteration 11Q: 3 clusters Score -2443762 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2444064.750000 Penalty: 4892.062988
	Iteration 12Q: 3 clusters Score -2444065 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2444282.750000 Penalty: 4892.062988
	Iteration 13Q: 3 clusters Score -2444283 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2444442.000000 Penalty: 4892.062988
	Iteration 14Q: 3 clusters Score -2444442 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2444562.500000 Penalty: 4892.062988
	Iteration 15Q: 3 clusters Score -2444562 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2444658.750000 Penalty: 4892.062988
	Iteration 16Q: 3 clusters Score -2444659 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2444729.500000 Penalty: 4892.062988
	Iteration 17Q: 3 clusters Score -2444730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2444786.750000 Penalty: 4892.062988
	Iteration 18Q: 3 clusters Score -2444787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2444839.000000 Penalty: 4892.062988
	Iteration 19Q: 3 clusters Score -2444839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2444863.750000 Penalty: 4892.062988
	Iteration 20F: 3 clusters Score -2444864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2444876.250000 Penalty: 4892.062988
	Iteration 21Q: 3 clusters Score -2444876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2444888.750000 Penalty: 4892.062988
	Iteration 22Q: 3 clusters Score -2444889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2444899.500000 Penalty: 4892.062988
	Iteration 23Q: 3 clusters Score -2444900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2444905.750000 Penalty: 4892.062988
	Iteration 24Q: 3 clusters Score -2444906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2444907.250000 Penalty: 4892.062988
	Iteration 25Q: 3 clusters Score -2444907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2444911.500000 Penalty: 4892.062988
	Iteration 26Q: 3 clusters Score -2444912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2444918.000000 Penalty: 4892.062988
	Iteration 27Q: 3 clusters Score -2444918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2444927.500000 Penalty: 4892.062988
	Iteration 28Q: 3 clusters Score -2444928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2444930.750000 Penalty: 4892.062988
	Iteration 29Q: 3 clusters Score -2444931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2444936.000000 Penalty: 4892.062988
	Iteration 30Q: 3 clusters Score -2444936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2444933.750000 Penalty: 4892.062988
	Iteration 31Q: 3 clusters Score -2444934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2444934.750000 Penalty: 4892.062988
	Iteration 32Q: 3 clusters Score -2444935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2444934.750000 Penalty: 4892.062988
	Iteration 33F: 3 clusters Score -2444935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Entering Unmasked Estep 
Score: -2815202.250000 Penalty: 2477.038330
	Iteration 0F: 2 clusters Score -2815202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2800078.000000 Penalty: 4954.076660
	Iteration 0F: 3 clusters Score -2800078 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2805234.500000 Penalty: 4954.076660
	Iteration 1F: 3 clusters Score -2805234 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2805643.750000 Penalty: 4954.076660
	Iteration 2F: 3 clusters Score -2805644 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2805986.750000 Penalty: 4954.076660
	Iteration 3Q: 3 clusters Score -2805987 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2806352.250000 Penalty: 4954.076660
	Iteration 4Q: 3 clusters Score -2806352 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2806779.750000 Penalty: 4954.076660
	Iteration 5Q: 3 clusters Score -2806780 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2807301.500000 Penalty: 4954.076660
	Iteration 6Q: 3 clusters Score -2807302 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2807941.000000 Penalty: 4954.076660
	Iteration 7Q: 3 clusters Score -2807941 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2808656.250000 Penalty: 4954.076660
	Iteration 8F: 3 clusters Score -2808656 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2809467.250000 Penalty: 4954.076660
	Iteration 9F: 3 clusters Score -2809467 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2810230.500000 Penalty: 4954.076660
	Iteration 10Q: 3 clusters Score -2810230 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2810910.000000 Penalty: 4954.076660
	Iteration 11Q: 3 clusters Score -2810910 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2811426.250000 Penalty: 4954.076660
	Iteration 12Q: 3 clusters Score -2811426 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2811820.500000 Penalty: 4954.076660
	Iteration 13Q: 3 clusters Score -2811820 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2812139.500000 Penalty: 4954.076660
	Iteration 14Q: 3 clusters Score -2812140 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2812407.000000 Penalty: 4954.076660
	Iteration 15Q: 3 clusters Score -2812407 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2812673.000000 Penalty: 4954.076660
	Iteration 16Q: 3 clusters Score -2812673 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2812918.250000 Penalty: 4954.076660
	Iteration 17Q: 3 clusters Score -2812918 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2813139.250000 Penalty: 4954.076660
	Iteration 18Q: 3 clusters Score -2813139 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2813367.250000 Penalty: 4954.076660
	Iteration 19Q: 3 clusters Score -2813367 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2813581.750000 Penalty: 4954.076660
	Iteration 20F: 3 clusters Score -2813582 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2813832.500000 Penalty: 4954.076660
	Iteration 21Q: 3 clusters Score -2813832 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2814117.500000 Penalty: 4954.076660
	Iteration 22Q: 3 clusters Score -2814118 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2814435.000000 Penalty: 4954.076660
	Iteration 23Q: 3 clusters Score -2814435 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2814850.250000 Penalty: 4954.076660
	Iteration 24Q: 3 clusters Score -2814850 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2815189.250000 Penalty: 4954.076660
	Iteration 25Q: 3 clusters Score -2815189 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2815380.250000 Penalty: 4954.076660
	Iteration 26Q: 3 clusters Score -2815380 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2815524.250000 Penalty: 4954.076660
	Iteration 27Q: 3 clusters Score -2815524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2815593.250000 Penalty: 4954.076660
	Iteration 28Q: 3 clusters Score -2815593 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2815645.000000 Penalty: 4954.076660
	Iteration 29Q: 3 clusters Score -2815645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2815664.000000 Penalty: 4954.076660
	Iteration 30Q: 3 clusters Score -2815664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2815673.500000 Penalty: 4954.076660
	Iteration 31Q: 3 clusters Score -2815674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2815679.750000 Penalty: 4954.076660
	Iteration 32Q: 3 clusters Score -2815680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2815689.000000 Penalty: 4954.076660
	Iteration 33Q: 3 clusters Score -2815689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2815692.250000 Penalty: 4954.076660
	Iteration 34Q: 3 clusters Score -2815692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2815699.750000 Penalty: 4954.076660
	Iteration 35Q: 3 clusters Score -2815700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2815697.750000 Penalty: 4954.076660
	Iteration 36Q: 3 clusters Score -2815698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2815704.000000 Penalty: 4954.076660
	Iteration 37Q: 3 clusters Score -2815704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2815703.000000 Penalty: 4954.076660
	Iteration 38Q: 3 clusters Score -2815703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2815706.250000 Penalty: 4954.076660
	Iteration 39Q: 3 clusters Score -2815706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2815710.750000 Penalty: 4954.076660
	Iteration 40F: 3 clusters Score -2815711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2815711.000000 Penalty: 4954.076660
	Iteration 41Q: 3 clusters Score -2815711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2815707.500000 Penalty: 4954.076660
	Iteration 42Q: 3 clusters Score -2815708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2815710.750000 Penalty: 4954.076660
	Iteration 43Q: 3 clusters Score -2815711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2815710.000000 Penalty: 4954.076660
	Iteration 44Q: 3 clusters Score -2815710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2815710.000000 Penalty: 4954.076660
	Iteration 45Q: 3 clusters Score -2815710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2815710.250000 Penalty: 4954.076660
	Iteration 46Q: 3 clusters Score -2815710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2815713.250000 Penalty: 4954.076660
	Iteration 47Q: 3 clusters Score -2815713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2815710.250000 Penalty: 4954.076660
	Iteration 48Q: 3 clusters Score -2815710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2815712.250000 Penalty: 4954.076660
	Iteration 49Q: 3 clusters Score -2815712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2815713.500000 Penalty: 4954.076660
	Iteration 50Q: 3 clusters Score -2815714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2815711.750000 Penalty: 4954.076660
	Iteration 51Q: 3 clusters Score -2815712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2815714.000000 Penalty: 4954.076660
	Iteration 52Q: 3 clusters Score -2815714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2815710.250000 Penalty: 4954.076660
	Iteration 53Q: 3 clusters Score -2815710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2815712.750000 Penalty: 4954.076660
	Iteration 54Q: 3 clusters Score -2815713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2815712.750000 Penalty: 4954.076660
	Iteration 55F: 3 clusters Score -2815713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 2644 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11998 members 
Mstep: Class 8 contains 12789 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 10725 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9736 members 
Mstep: Class 15 contains 42826 members 
Mstep: Class 16 contains 148041 members 
Mstep: Class 17 contains 20126 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 19207 members 
Mstep: Class 20 contains 5096 members 
Mstep: Class 21 contains 16669 members 
Entering Unmasked Estep 
Score: -42889352.000000 Penalty: 66272.132812
Splitting cluster 20 changes total score from -42889680.000000 to -42889352.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 2644 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11998 members 
Mstep: Class 8 contains 12789 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 10725 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9736 members 
Mstep: Class 15 contains 42826 members 
Mstep: Class 16 contains 148041 members 
Mstep: Class 17 contains 20126 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 19207 members 
Mstep: Class 20 contains 21765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889736.000000 Penalty: 63116.312500
Iteration 119Q: 21 clusters Score -4.288974e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 2649 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 6843 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11980 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 10624 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9737 members 
Mstep: Class 15 contains 42852 members 
Mstep: Class 16 contains 147933 members 
Mstep: Class 17 contains 20111 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 19400 members 
Mstep: Class 20 contains 21764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889840.000000 Penalty: 63116.312500
Iteration 120F: 21 clusters Score -4.288984e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 2652 members 
Mstep: Class 4 contains 6881 members 
Mstep: Class 5 contains 6864 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11972 members 
Mstep: Class 8 contains 12772 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 10515 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 42874 members 
Mstep: Class 16 contains 147830 members 
Mstep: Class 17 contains 20097 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 19587 members 
Mstep: Class 20 contains 21768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889852.000000 Penalty: 63116.312500
Iteration 121Q: 21 clusters Score -4.288985e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 2651 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 42888 members 
Mstep: Class 16 contains 147706 members 
Mstep: Class 17 contains 20092 members 
Mstep: Class 18 contains 5304 members 
Mstep: Class 19 contains 19782 members 
Mstep: Class 20 contains 21768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889824.000000 Penalty: 63116.312500
Iteration 122Q: 21 clusters Score -4.288982e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 2650 members 
Mstep: Class 4 contains 6919 members 
Mstep: Class 5 contains 6903 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11950 members 
Mstep: Class 8 contains 12754 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 42905 members 
Mstep: Class 16 contains 147565 members 
Mstep: Class 17 contains 20088 members 
Mstep: Class 18 contains 5304 members 
Mstep: Class 19 contains 19994 members 
Mstep: Class 20 contains 21769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889948.000000 Penalty: 63116.312500
Iteration 123Q: 21 clusters Score -4.288995e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 2649 members 
Mstep: Class 4 contains 6926 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 12745 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 10199 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 42918 members 
Mstep: Class 16 contains 147406 members 
Mstep: Class 17 contains 20085 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 20227 members 
Mstep: Class 20 contains 21765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889972.000000 Penalty: 63116.312500
Iteration 124Q: 21 clusters Score -4.288997e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 2651 members 
Mstep: Class 4 contains 6930 members 
Mstep: Class 5 contains 6964 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11933 members 
Mstep: Class 8 contains 12739 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 10100 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 42915 members 
Mstep: Class 16 contains 147256 members 
Mstep: Class 17 contains 20073 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 20465 members 
Mstep: Class 20 contains 21761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890120.000000 Penalty: 63116.312500
Iteration 125Q: 21 clusters Score -4.289012e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 2654 members 
Mstep: Class 4 contains 6950 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11921 members 
Mstep: Class 8 contains 12733 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 9991 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 42917 members 
Mstep: Class 16 contains 147101 members 
Mstep: Class 17 contains 20069 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 20709 members 
Mstep: Class 20 contains 21761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890200.000000 Penalty: 63116.312500
Iteration 126Q: 21 clusters Score -4.28902e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 2653 members 
Mstep: Class 4 contains 6968 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11913 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 9878 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9748 members 
Mstep: Class 15 contains 42930 members 
Mstep: Class 16 contains 146964 members 
Mstep: Class 17 contains 20064 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 20929 members 
Mstep: Class 20 contains 21757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890292.000000 Penalty: 63116.312500
Iteration 127Q: 21 clusters Score -4.289029e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 6995 members 
Mstep: Class 5 contains 7021 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11911 members 
Mstep: Class 8 contains 12719 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 9749 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 42938 members 
Mstep: Class 16 contains 146821 members 
Mstep: Class 17 contains 20052 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 21169 members 
Mstep: Class 20 contains 21756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890220.000000 Penalty: 63116.312500
Iteration 128Q: 21 clusters Score -4.289022e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 7023 members 
Mstep: Class 5 contains 7042 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11905 members 
Mstep: Class 8 contains 12717 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 9628 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 42961 members 
Mstep: Class 16 contains 146647 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 21402 members 
Mstep: Class 20 contains 21755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890392.000000 Penalty: 63116.312500
Iteration 129Q: 21 clusters Score -4.289039e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 2659 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 7064 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11895 members 
Mstep: Class 8 contains 12713 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 9511 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 42968 members 
Mstep: Class 16 contains 146508 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 21648 members 
Mstep: Class 20 contains 21746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890500.000000 Penalty: 63116.312500
Iteration 130Q: 21 clusters Score -4.28905e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 7058 members 
Mstep: Class 5 contains 7078 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11885 members 
Mstep: Class 8 contains 12709 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 42979 members 
Mstep: Class 16 contains 146360 members 
Mstep: Class 17 contains 20037 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 21740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890620.000000 Penalty: 63116.312500
Iteration 131Q: 21 clusters Score -4.289062e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 2672 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 7092 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11875 members 
Mstep: Class 8 contains 12703 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 6268 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 42984 members 
Mstep: Class 16 contains 146217 members 
Mstep: Class 17 contains 20021 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 22143 members 
Mstep: Class 20 contains 21728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890596.000000 Penalty: 63116.312500
Iteration 132Q: 21 clusters Score -4.28906e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2690 members 
Mstep: Class 3 contains 2677 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 7115 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11861 members 
Mstep: Class 8 contains 12693 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9751 members 
Mstep: Class 15 contains 42980 members 
Mstep: Class 16 contains 146094 members 
Mstep: Class 17 contains 20015 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 22341 members 
Mstep: Class 20 contains 21727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890588.000000 Penalty: 63116.312500
Iteration 133Q: 21 clusters Score -4.289059e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2687 members 
Mstep: Class 3 contains 2677 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9752 members 
Mstep: Class 15 contains 42992 members 
Mstep: Class 16 contains 145972 members 
Mstep: Class 17 contains 20008 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 22542 members 
Mstep: Class 20 contains 21720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890736.000000 Penalty: 63116.312500
Iteration 134Q: 21 clusters Score -4.289074e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 7174 members 
Mstep: Class 5 contains 7149 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11813 members 
Mstep: Class 8 contains 12683 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 8981 members 
Mstep: Class 11 contains 6250 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9753 members 
Mstep: Class 15 contains 43015 members 
Mstep: Class 16 contains 145866 members 
Mstep: Class 17 contains 20003 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 21718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890748.000000 Penalty: 63116.312500
Iteration 135Q: 21 clusters Score -4.289075e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 12683 members 
Mstep: Class 9 contains 3691 members 
Mstep: Class 10 contains 8883 members 
Mstep: Class 11 contains 6240 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9754 members 
Mstep: Class 15 contains 43023 members 
Mstep: Class 16 contains 145746 members 
Mstep: Class 17 contains 20007 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 22936 members 
Mstep: Class 20 contains 21719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890820.000000 Penalty: 63116.312500
Iteration 136Q: 21 clusters Score -4.289082e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 7179 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11768 members 
Mstep: Class 8 contains 12684 members 
Mstep: Class 9 contains 3694 members 
Mstep: Class 10 contains 8799 members 
Mstep: Class 11 contains 6234 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9756 members 
Mstep: Class 15 contains 43040 members 
Mstep: Class 16 contains 145610 members 
Mstep: Class 17 contains 19990 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 23144 members 
Mstep: Class 20 contains 21711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890816.000000 Penalty: 63116.312500
Iteration 137Q: 21 clusters Score -4.289082e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 2694 members 
Mstep: Class 4 contains 7240 members 
Mstep: Class 5 contains 7194 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 11744 members 
Mstep: Class 8 contains 12679 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9756 members 
Mstep: Class 15 contains 43046 members 
Mstep: Class 16 contains 145475 members 
Mstep: Class 17 contains 19978 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 23366 members 
Mstep: Class 20 contains 21709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890824.000000 Penalty: 63116.312500
Iteration 138Q: 21 clusters Score -4.289082e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2676 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 7270 members 
Mstep: Class 5 contains 7196 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 12674 members 
Mstep: Class 9 contains 3700 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9757 members 
Mstep: Class 15 contains 43045 members 
Mstep: Class 16 contains 145349 members 
Mstep: Class 17 contains 19971 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 23577 members 
Mstep: Class 20 contains 21708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890948.000000 Penalty: 63116.312500
Iteration 139Q: 21 clusters Score -4.289095e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2680 members 
Mstep: Class 3 contains 2695 members 
Mstep: Class 4 contains 7290 members 
Mstep: Class 5 contains 7204 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 6222 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9759 members 
Mstep: Class 15 contains 43034 members 
Mstep: Class 16 contains 145205 members 
Mstep: Class 17 contains 19959 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 23786 members 
Mstep: Class 20 contains 21708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891012.000000 Penalty: 63116.312500
Iteration 140F: 21 clusters Score -4.289101e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11693 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 8498 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9761 members 
Mstep: Class 15 contains 43041 members 
Mstep: Class 16 contains 145069 members 
Mstep: Class 17 contains 19956 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 23955 members 
Mstep: Class 20 contains 21707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891160.000000 Penalty: 63116.312500
Iteration 141Q: 21 clusters Score -4.289116e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 7219 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11680 members 
Mstep: Class 8 contains 12676 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 8434 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9763 members 
Mstep: Class 15 contains 43053 members 
Mstep: Class 16 contains 144944 members 
Mstep: Class 17 contains 19947 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 24126 members 
Mstep: Class 20 contains 21710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891200.000000 Penalty: 63116.312500
Iteration 142Q: 21 clusters Score -4.28912e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2691 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 7357 members 
Mstep: Class 5 contains 7220 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11665 members 
Mstep: Class 8 contains 12681 members 
Mstep: Class 9 contains 3709 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 6209 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 43050 members 
Mstep: Class 16 contains 144830 members 
Mstep: Class 17 contains 19946 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 24292 members 
Mstep: Class 20 contains 21705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891216.000000 Penalty: 63116.312500
Iteration 143Q: 21 clusters Score -4.289122e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 7219 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11647 members 
Mstep: Class 8 contains 12687 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9767 members 
Mstep: Class 15 contains 43044 members 
Mstep: Class 16 contains 144743 members 
Mstep: Class 17 contains 19945 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 24448 members 
Mstep: Class 20 contains 21699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891156.000000 Penalty: 63116.312500
Iteration 144Q: 21 clusters Score -4.289116e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 7402 members 
Mstep: Class 5 contains 7214 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11629 members 
Mstep: Class 8 contains 12687 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 8260 members 
Mstep: Class 11 contains 6204 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9768 members 
Mstep: Class 15 contains 43042 members 
Mstep: Class 16 contains 144641 members 
Mstep: Class 17 contains 19942 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 24596 members 
Mstep: Class 20 contains 21700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891240.000000 Penalty: 63116.312500
Iteration 145Q: 21 clusters Score -4.289124e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 7425 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11606 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 8218 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9769 members 
Mstep: Class 15 contains 43032 members 
Mstep: Class 16 contains 144562 members 
Mstep: Class 17 contains 19943 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 24720 members 
Mstep: Class 20 contains 21702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891268.000000 Penalty: 63116.312500
Iteration 146Q: 21 clusters Score -4.289127e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 2708 members 
Mstep: Class 4 contains 7448 members 
Mstep: Class 5 contains 7216 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 10 contains 8169 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9769 members 
Mstep: Class 15 contains 43025 members 
Mstep: Class 16 contains 144491 members 
Mstep: Class 17 contains 19941 members 
Mstep: Class 18 contains 5296 members 
Mstep: Class 19 contains 24837 members 
Mstep: Class 20 contains 21696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891272.000000 Penalty: 63116.312500
Iteration 147Q: 21 clusters Score -4.289127e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2708 members 
Mstep: Class 4 contains 7459 members 
Mstep: Class 5 contains 7219 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 8127 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9769 members 
Mstep: Class 15 contains 43022 members 
Mstep: Class 16 contains 144434 members 
Mstep: Class 17 contains 19947 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 24926 members 
Mstep: Class 20 contains 21692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891292.000000 Penalty: 63116.312500
Iteration 148Q: 21 clusters Score -4.289129e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 7481 members 
Mstep: Class 5 contains 7218 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 10 contains 8081 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9770 members 
Mstep: Class 15 contains 43025 members 
Mstep: Class 16 contains 144382 members 
Mstep: Class 17 contains 19945 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 25006 members 
Mstep: Class 20 contains 21687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891252.000000 Penalty: 63116.312500
Iteration 149Q: 21 clusters Score -4.289125e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 7499 members 
Mstep: Class 5 contains 7211 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11546 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 8037 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 43022 members 
Mstep: Class 16 contains 144338 members 
Mstep: Class 17 contains 19942 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 25089 members 
Mstep: Class 20 contains 21683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891220.000000 Penalty: 63116.312500
Iteration 150Q: 21 clusters Score -4.289122e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 7516 members 
Mstep: Class 5 contains 7211 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11525 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 10 contains 8004 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9774 members 
Mstep: Class 15 contains 43022 members 
Mstep: Class 16 contains 144306 members 
Mstep: Class 17 contains 19942 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 25148 members 
Mstep: Class 20 contains 21681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891256.000000 Penalty: 63116.312500
Iteration 151Q: 21 clusters Score -4.289126e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 7204 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11509 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 43024 members 
Mstep: Class 16 contains 144275 members 
Mstep: Class 17 contains 19941 members 
Mstep: Class 18 contains 5296 members 
Mstep: Class 19 contains 25210 members 
Mstep: Class 20 contains 21673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891256.000000 Penalty: 63116.312500
Iteration 152Q: 21 clusters Score -4.289126e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 7199 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11492 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 6193 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9780 members 
Mstep: Class 15 contains 43030 members 
Mstep: Class 16 contains 144258 members 
Mstep: Class 17 contains 19938 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 20 contains 21668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891260.000000 Penalty: 63116.312500
Iteration 153Q: 21 clusters Score -4.289126e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7563 members 
Mstep: Class 5 contains 7198 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7908 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9783 members 
Mstep: Class 15 contains 43030 members 
Mstep: Class 16 contains 144241 members 
Mstep: Class 17 contains 19941 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 25321 members 
Mstep: Class 20 contains 21661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891228.000000 Penalty: 63116.312500
Iteration 154Q: 21 clusters Score -4.289123e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11453 members 
Mstep: Class 8 contains 12702 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7884 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9783 members 
Mstep: Class 15 contains 43029 members 
Mstep: Class 16 contains 144215 members 
Mstep: Class 17 contains 19941 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 25366 members 
Mstep: Class 20 contains 21657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891332.000000 Penalty: 63116.312500
Iteration 155Q: 21 clusters Score -4.289133e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 7629 members 
Mstep: Class 5 contains 7186 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 12703 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9784 members 
Mstep: Class 15 contains 43031 members 
Mstep: Class 16 contains 144191 members 
Mstep: Class 17 contains 19943 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 25390 members 
Mstep: Class 20 contains 21654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891300.000000 Penalty: 63116.312500
Iteration 156Q: 21 clusters Score -4.28913e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 7170 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11412 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 6182 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9785 members 
Mstep: Class 15 contains 43033 members 
Mstep: Class 16 contains 144169 members 
Mstep: Class 17 contains 19944 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 25425 members 
Mstep: Class 20 contains 21647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891324.000000 Penalty: 63116.312500
Iteration 157Q: 21 clusters Score -4.289132e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 7699 members 
Mstep: Class 5 contains 7163 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11395 members 
Mstep: Class 8 contains 12702 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7842 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9785 members 
Mstep: Class 15 contains 43031 members 
Mstep: Class 16 contains 144152 members 
Mstep: Class 17 contains 19945 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 25446 members 
Mstep: Class 20 contains 21644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891392.000000 Penalty: 63116.312500
Iteration 158Q: 21 clusters Score -4.289139e+07 nChanged 160
Entering ConstructFrom: 
Score: -42891392.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -21556.324219 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -21556.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20533.769531 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -20533.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20657.843750 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -20657.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20685.904297 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -20685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20690.017578 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -20690.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20690.017578 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -20690.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -351656.281250 Penalty: 1961.188843
	Iteration 0F: 2 clusters Score -351656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -348550.031250 Penalty: 3922.377686
	Iteration 0F: 3 clusters Score -348550 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -349133.750000 Penalty: 3922.377686
	Iteration 1F: 3 clusters Score -349133.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -349259.187500 Penalty: 3922.377686
	Iteration 2F: 3 clusters Score -349259.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -349340.031250 Penalty: 3922.377686
	Iteration 3Q: 3 clusters Score -349340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -349383.187500 Penalty: 3922.377686
	Iteration 4Q: 3 clusters Score -349383.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -349412.875000 Penalty: 3922.377686
	Iteration 5Q: 3 clusters Score -349412.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -349439.375000 Penalty: 3922.377686
	Iteration 6Q: 3 clusters Score -349439.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -349468.156250 Penalty: 3922.377686
	Iteration 7Q: 3 clusters Score -349468.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -349485.875000 Penalty: 3922.377686
	Iteration 8Q: 3 clusters Score -349485.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -349495.375000 Penalty: 3922.377686
	Iteration 9Q: 3 clusters Score -349495.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -349500.500000 Penalty: 3922.377686
	Iteration 10Q: 3 clusters Score -349500.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -349514.218750 Penalty: 3922.377686
	Iteration 11Q: 3 clusters Score -349514.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -349530.000000 Penalty: 3922.377686
	Iteration 12Q: 3 clusters Score -349530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -349535.750000 Penalty: 3922.377686
	Iteration 13Q: 3 clusters Score -349535.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -349542.687500 Penalty: 3922.377686
	Iteration 14Q: 3 clusters Score -349542.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -349548.031250 Penalty: 3922.377686
	Iteration 15Q: 3 clusters Score -349548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -349554.343750 Penalty: 3922.377686
	Iteration 16Q: 3 clusters Score -349554.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -349559.687500 Penalty: 3922.377686
	Iteration 17Q: 3 clusters Score -349559.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -349569.906250 Penalty: 3922.377686
	Iteration 18Q: 3 clusters Score -349569.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -349576.125000 Penalty: 3922.377686
	Iteration 19Q: 3 clusters Score -349576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -349578.406250 Penalty: 3922.377686
	Iteration 20F: 3 clusters Score -349578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -349582.187500 Penalty: 3922.377686
	Iteration 21Q: 3 clusters Score -349582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -349585.250000 Penalty: 3922.377686
	Iteration 22Q: 3 clusters Score -349585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -349586.968750 Penalty: 3922.377686
	Iteration 23Q: 3 clusters Score -349587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -349587.750000 Penalty: 3922.377686
	Iteration 24Q: 3 clusters Score -349587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -349589.812500 Penalty: 3922.377686
	Iteration 25Q: 3 clusters Score -349589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -349591.281250 Penalty: 3922.377686
	Iteration 26Q: 3 clusters Score -349591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -349591.250000 Penalty: 3922.377686
	Iteration 27Q: 3 clusters Score -349591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -349592.187500 Penalty: 3922.377686
	Iteration 28Q: 3 clusters Score -349592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -349592.187500 Penalty: 3922.377686
	Iteration 29F: 3 clusters Score -349592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -341719.593750 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -341719.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -338588.906250 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -338588.9 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -339195.562500 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -339195.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -339358.906250 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -339358.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -339451.156250 Penalty: 3929.081543
	Iteration 3Q: 3 clusters Score -339451.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -339498.937500 Penalty: 3929.081543
	Iteration 4Q: 3 clusters Score -339498.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -339534.218750 Penalty: 3929.081543
	Iteration 5Q: 3 clusters Score -339534.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -339563.437500 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -339563.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -339584.906250 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -339584.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -339608.625000 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -339608.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -339632.625000 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -339632.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -339649.687500 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -339649.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -339656.656250 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -339656.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -339658.968750 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -339659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -339661.875000 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -339661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -339665.312500 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -339665.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -339669.750000 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -339669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -339673.343750 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -339673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -339674.093750 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -339674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -339677.593750 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -339677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -339680.000000 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -339680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -339682.437500 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -339682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -339684.781250 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -339684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -339687.218750 Penalty: 3929.081543
	Iteration 22Q: 3 clusters Score -339687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -339687.718750 Penalty: 3929.081543
	Iteration 23Q: 3 clusters Score -339687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -339688.906250 Penalty: 3929.081543
	Iteration 24Q: 3 clusters Score -339688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -339690.718750 Penalty: 3929.081543
	Iteration 25Q: 3 clusters Score -339690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -339691.031250 Penalty: 3929.081543
	Iteration 26Q: 3 clusters Score -339691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -339692.687500 Penalty: 3929.081543
	Iteration 27Q: 3 clusters Score -339692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -339692.875000 Penalty: 3929.081543
	Iteration 28Q: 3 clusters Score -339692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -339692.875000 Penalty: 3929.081543
	Iteration 29F: 3 clusters Score -339692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Entering Unmasked Estep 
Score: -959353.750000 Penalty: 2220.213867
	Iteration 0F: 2 clusters Score -959353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -953098.000000 Penalty: 4440.427734
	Iteration 0F: 3 clusters Score -953098 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -954826.000000 Penalty: 4440.427734
	Iteration 1F: 3 clusters Score -954826 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -955112.250000 Penalty: 4440.427734
	Iteration 2F: 3 clusters Score -955112.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -955327.437500 Penalty: 4440.427734
	Iteration 3F: 3 clusters Score -955327.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -955495.937500 Penalty: 4440.427734
	Iteration 4Q: 3 clusters Score -955495.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -955624.500000 Penalty: 4440.427734
	Iteration 5Q: 3 clusters Score -955624.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -955732.312500 Penalty: 4440.427734
	Iteration 6Q: 3 clusters Score -955732.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -955845.062500 Penalty: 4440.427734
	Iteration 7Q: 3 clusters Score -955845.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -955966.937500 Penalty: 4440.427734
	Iteration 8Q: 3 clusters Score -955966.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -956073.687500 Penalty: 4440.427734
	Iteration 9Q: 3 clusters Score -956073.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -956172.625000 Penalty: 4440.427734
	Iteration 10Q: 3 clusters Score -956172.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -956272.375000 Penalty: 4440.427734
	Iteration 11Q: 3 clusters Score -956272.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -956370.250000 Penalty: 4440.427734
	Iteration 12Q: 3 clusters Score -956370.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -956472.000000 Penalty: 4440.427734
	Iteration 13Q: 3 clusters Score -956472 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -956562.625000 Penalty: 4440.427734
	Iteration 14Q: 3 clusters Score -956562.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -956668.375000 Penalty: 4440.427734
	Iteration 15Q: 3 clusters Score -956668.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -956775.312500 Penalty: 4440.427734
	Iteration 16Q: 3 clusters Score -956775.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -956868.062500 Penalty: 4440.427734
	Iteration 17Q: 3 clusters Score -956868.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -956933.812500 Penalty: 4440.427734
	Iteration 18Q: 3 clusters Score -956933.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -956979.687500 Penalty: 4440.427734
	Iteration 19Q: 3 clusters Score -956979.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -957021.375000 Penalty: 4440.427734
	Iteration 20F: 3 clusters Score -957021.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -957057.875000 Penalty: 4440.427734
	Iteration 21Q: 3 clusters Score -957057.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -957086.125000 Penalty: 4440.427734
	Iteration 22Q: 3 clusters Score -957086.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -957119.125000 Penalty: 4440.427734
	Iteration 23Q: 3 clusters Score -957119.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -957145.750000 Penalty: 4440.427734
	Iteration 24Q: 3 clusters Score -957145.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -957175.625000 Penalty: 4440.427734
	Iteration 25Q: 3 clusters Score -957175.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -957202.437500 Penalty: 4440.427734
	Iteration 26Q: 3 clusters Score -957202.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -957222.625000 Penalty: 4440.427734
	Iteration 27Q: 3 clusters Score -957222.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -957244.812500 Penalty: 4440.427734
	Iteration 28Q: 3 clusters Score -957244.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -957272.875000 Penalty: 4440.427734
	Iteration 29Q: 3 clusters Score -957272.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -957297.500000 Penalty: 4440.427734
	Iteration 30Q: 3 clusters Score -957297.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -957312.562500 Penalty: 4440.427734
	Iteration 31Q: 3 clusters Score -957312.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -957324.875000 Penalty: 4440.427734
	Iteration 32Q: 3 clusters Score -957324.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -957333.062500 Penalty: 4440.427734
	Iteration 33Q: 3 clusters Score -957333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -957341.750000 Penalty: 4440.427734
	Iteration 34Q: 3 clusters Score -957341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -957347.000000 Penalty: 4440.427734
	Iteration 35Q: 3 clusters Score -957347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -957353.312500 Penalty: 4440.427734
	Iteration 36Q: 3 clusters Score -957353.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -957361.562500 Penalty: 4440.427734
	Iteration 37Q: 3 clusters Score -957361.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -957366.812500 Penalty: 4440.427734
	Iteration 38Q: 3 clusters Score -957366.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -957370.937500 Penalty: 4440.427734
	Iteration 39Q: 3 clusters Score -957370.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -957374.812500 Penalty: 4440.427734
	Iteration 40F: 3 clusters Score -957374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -957376.187500 Penalty: 4440.427734
	Iteration 41Q: 3 clusters Score -957376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -957376.562500 Penalty: 4440.427734
	Iteration 42Q: 3 clusters Score -957376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -957377.000000 Penalty: 4440.427734
	Iteration 43Q: 3 clusters Score -957377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -957377.000000 Penalty: 4440.427734
	Iteration 44F: 3 clusters Score -957377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -860655.062500 Penalty: 2201.036377
	Iteration 0F: 2 clusters Score -860655.1 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 3620 members 
Entering Unmasked Estep 
Score: -854812.750000 Penalty: 4402.072754
	Iteration 0F: 3 clusters Score -854812.8 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -856352.437500 Penalty: 4402.072754
	Iteration 1F: 3 clusters Score -856352.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -856618.312500 Penalty: 4402.072754
	Iteration 2F: 3 clusters Score -856618.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -856840.687500 Penalty: 4402.072754
	Iteration 3F: 3 clusters Score -856840.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -857013.500000 Penalty: 4402.072754
	Iteration 4Q: 3 clusters Score -857013.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -857215.125000 Penalty: 4402.072754
	Iteration 5Q: 3 clusters Score -857215.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -857402.312500 Penalty: 4402.072754
	Iteration 6Q: 3 clusters Score -857402.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -857533.875000 Penalty: 4402.072754
	Iteration 7Q: 3 clusters Score -857533.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -857644.687500 Penalty: 4402.072754
	Iteration 8Q: 3 clusters Score -857644.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -857753.687500 Penalty: 4402.072754
	Iteration 9Q: 3 clusters Score -857753.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -857859.500000 Penalty: 4402.072754
	Iteration 10Q: 3 clusters Score -857859.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -857975.875000 Penalty: 4402.072754
	Iteration 11Q: 3 clusters Score -857975.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -858085.687500 Penalty: 4402.072754
	Iteration 12Q: 3 clusters Score -858085.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -858181.312500 Penalty: 4402.072754
	Iteration 13Q: 3 clusters Score -858181.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -858268.875000 Penalty: 4402.072754
	Iteration 14Q: 3 clusters Score -858268.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -858343.000000 Penalty: 4402.072754
	Iteration 15Q: 3 clusters Score -858343 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -858414.625000 Penalty: 4402.072754
	Iteration 16Q: 3 clusters Score -858414.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -858480.312500 Penalty: 4402.072754
	Iteration 17Q: 3 clusters Score -858480.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -858540.875000 Penalty: 4402.072754
	Iteration 18Q: 3 clusters Score -858540.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -858603.000000 Penalty: 4402.072754
	Iteration 19Q: 3 clusters Score -858603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -858644.437500 Penalty: 4402.072754
	Iteration 20F: 3 clusters Score -858644.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -858684.312500 Penalty: 4402.072754
	Iteration 21Q: 3 clusters Score -858684.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -858718.375000 Penalty: 4402.072754
	Iteration 22Q: 3 clusters Score -858718.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -858750.062500 Penalty: 4402.072754
	Iteration 23Q: 3 clusters Score -858750.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -858783.250000 Penalty: 4402.072754
	Iteration 24Q: 3 clusters Score -858783.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -858811.875000 Penalty: 4402.072754
	Iteration 25Q: 3 clusters Score -858811.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -858833.375000 Penalty: 4402.072754
	Iteration 26Q: 3 clusters Score -858833.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -858847.562500 Penalty: 4402.072754
	Iteration 27Q: 3 clusters Score -858847.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -858860.812500 Penalty: 4402.072754
	Iteration 28Q: 3 clusters Score -858860.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -858878.937500 Penalty: 4402.072754
	Iteration 29Q: 3 clusters Score -858878.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -858889.937500 Penalty: 4402.072754
	Iteration 30Q: 3 clusters Score -858889.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -858901.062500 Penalty: 4402.072754
	Iteration 31Q: 3 clusters Score -858901.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -858909.562500 Penalty: 4402.072754
	Iteration 32Q: 3 clusters Score -858909.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -858915.062500 Penalty: 4402.072754
	Iteration 33Q: 3 clusters Score -858915.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -858919.375000 Penalty: 4402.072754
	Iteration 34Q: 3 clusters Score -858919.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -858921.250000 Penalty: 4402.072754
	Iteration 35Q: 3 clusters Score -858921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -858924.812500 Penalty: 4402.072754
	Iteration 36Q: 3 clusters Score -858924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -858927.437500 Penalty: 4402.072754
	Iteration 37Q: 3 clusters Score -858927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -858930.562500 Penalty: 4402.072754
	Iteration 38Q: 3 clusters Score -858930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -858937.625000 Penalty: 4402.072754
	Iteration 39Q: 3 clusters Score -858937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -858939.375000 Penalty: 4402.072754
	Iteration 40F: 3 clusters Score -858939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -858941.375000 Penalty: 4402.072754
	Iteration 41Q: 3 clusters Score -858941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -858943.812500 Penalty: 4402.072754
	Iteration 42Q: 3 clusters Score -858943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -858945.437500 Penalty: 4402.072754
	Iteration 43Q: 3 clusters Score -858945.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -858947.687500 Penalty: 4402.072754
	Iteration 44Q: 3 clusters Score -858947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -858947.562500 Penalty: 4402.072754
	Iteration 45Q: 3 clusters Score -858947.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -858948.062500 Penalty: 4402.072754
	Iteration 46Q: 3 clusters Score -858948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -858951.812500 Penalty: 4402.072754
	Iteration 47Q: 3 clusters Score -858951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -858954.062500 Penalty: 4402.072754
	Iteration 48Q: 3 clusters Score -858954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -858958.562500 Penalty: 4402.072754
	Iteration 49Q: 3 clusters Score -858958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -858959.687500 Penalty: 4402.072754
	Iteration 50Q: 3 clusters Score -858959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -858961.437500 Penalty: 4402.072754
	Iteration 51Q: 3 clusters Score -858961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -858965.375000 Penalty: 4402.072754
	Iteration 52Q: 3 clusters Score -858965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -858966.437500 Penalty: 4402.072754
	Iteration 53Q: 3 clusters Score -858966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -858967.562500 Penalty: 4402.072754
	Iteration 54Q: 3 clusters Score -858967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -858968.500000 Penalty: 4402.072754
	Iteration 55Q: 3 clusters Score -858968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -858971.937500 Penalty: 4402.072754
	Iteration 56Q: 3 clusters Score -858971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -858972.625000 Penalty: 4402.072754
	Iteration 57Q: 3 clusters Score -858972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -858972.500000 Penalty: 4402.072754
	Iteration 58Q: 3 clusters Score -858972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -858972.000000 Penalty: 4402.072754
	Iteration 59Q: 3 clusters Score -858972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -858973.437500 Penalty: 4402.072754
	Iteration 60F: 3 clusters Score -858973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -858976.250000 Penalty: 4402.072754
	Iteration 61Q: 3 clusters Score -858976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -858977.312500 Penalty: 4402.072754
	Iteration 62Q: 3 clusters Score -858977.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -858977.312500 Penalty: 4402.072754
	Iteration 63F: 3 clusters Score -858977.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -156358.625000 Penalty: 1790.289673
	Iteration 0F: 2 clusters Score -156358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -154313.781250 Penalty: 3580.579346
	Iteration 0F: 3 clusters Score -154313.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -155120.390625 Penalty: 3580.579346
	Iteration 1F: 3 clusters Score -155120.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -155428.156250 Penalty: 3580.579346
	Iteration 2F: 3 clusters Score -155428.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -155760.953125 Penalty: 3580.579346
	Iteration 3F: 3 clusters Score -155761 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -156097.656250 Penalty: 3580.579346
	Iteration 4F: 3 clusters Score -156097.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156368.531250 Penalty: 3580.579346
	Iteration 5F: 3 clusters Score -156368.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -156593.140625 Penalty: 3580.579346
	Iteration 6Q: 3 clusters Score -156593.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157107.250000 Penalty: 3580.579346
	Iteration 7Q: 3 clusters Score -157107.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -157247.562500 Penalty: 3580.579346
	Iteration 8Q: 3 clusters Score -157247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -157275.156250 Penalty: 3580.579346
	Iteration 9Q: 3 clusters Score -157275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157280.796875 Penalty: 3580.579346
	Iteration 10Q: 3 clusters Score -157280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157281.343750 Penalty: 3580.579346
	Iteration 11Q: 3 clusters Score -157281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157281.343750 Penalty: 3580.579346
	Iteration 12F: 3 clusters Score -157281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 7152 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 7 contains 11374 members 
Mstep: Class 8 contains 12709 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7835 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9785 members 
Mstep: Class 15 contains 43022 members 
Mstep: Class 16 contains 144151 members 
Mstep: Class 17 contains 19944 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 25461 members 
Mstep: Class 20 contains 21638 members 
Mstep: Class 21 contains 717 members 
Entering Unmasked Estep 
Score: -42890984.000000 Penalty: 66272.132812
Splitting cluster 6 changes total score from -42891392.000000 to -42890984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (11374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Entering Unmasked Estep 
Score: -1480609.250000 Penalty: 2316.093262
	Iteration 0F: 2 clusters Score -1480609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1472092.750000 Penalty: 4632.186523
	Iteration 0F: 3 clusters Score -1472093 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1474697.750000 Penalty: 4632.186523
	Iteration 1F: 3 clusters Score -1474698 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1475089.375000 Penalty: 4632.186523
	Iteration 2F: 3 clusters Score -1475089 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1475411.625000 Penalty: 4632.186523
	Iteration 3F: 3 clusters Score -1475412 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1475697.000000 Penalty: 4632.186523
	Iteration 4Q: 3 clusters Score -1475697 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1476003.875000 Penalty: 4632.186523
	Iteration 5Q: 3 clusters Score -1476004 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1476385.875000 Penalty: 4632.186523
	Iteration 6Q: 3 clusters Score -1476386 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1476847.625000 Penalty: 4632.186523
	Iteration 7Q: 3 clusters Score -1476848 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1477365.000000 Penalty: 4632.186523
	Iteration 8F: 3 clusters Score -1477365 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1477956.000000 Penalty: 4632.186523
	Iteration 9Q: 3 clusters Score -1477956 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1478571.500000 Penalty: 4632.186523
	Iteration 10Q: 3 clusters Score -1478572 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1479098.500000 Penalty: 4632.186523
	Iteration 11Q: 3 clusters Score -1479098 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1479442.625000 Penalty: 4632.186523
	Iteration 12Q: 3 clusters Score -1479443 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1479607.375000 Penalty: 4632.186523
	Iteration 13Q: 3 clusters Score -1479607 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1479709.000000 Penalty: 4632.186523
	Iteration 14Q: 3 clusters Score -1479709 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1479779.250000 Penalty: 4632.186523
	Iteration 15Q: 3 clusters Score -1479779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1479832.750000 Penalty: 4632.186523
	Iteration 16Q: 3 clusters Score -1479833 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1479874.000000 Penalty: 4632.186523
	Iteration 17Q: 3 clusters Score -1479874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1479909.625000 Penalty: 4632.186523
	Iteration 18Q: 3 clusters Score -1479910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1479941.750000 Penalty: 4632.186523
	Iteration 19Q: 3 clusters Score -1479942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1479976.125000 Penalty: 4632.186523
	Iteration 20F: 3 clusters Score -1479976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1479997.250000 Penalty: 4632.186523
	Iteration 21Q: 3 clusters Score -1479997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1480010.000000 Penalty: 4632.186523
	Iteration 22Q: 3 clusters Score -1480010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1480017.375000 Penalty: 4632.186523
	Iteration 23Q: 3 clusters Score -1480017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1480022.625000 Penalty: 4632.186523
	Iteration 24Q: 3 clusters Score -1480023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1480025.250000 Penalty: 4632.186523
	Iteration 25Q: 3 clusters Score -1480025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1480034.125000 Penalty: 4632.186523
	Iteration 26Q: 3 clusters Score -1480034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1480035.375000 Penalty: 4632.186523
	Iteration 27Q: 3 clusters Score -1480035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1480040.375000 Penalty: 4632.186523
	Iteration 28Q: 3 clusters Score -1480040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1480040.375000 Penalty: 4632.186523
	Iteration 29Q: 3 clusters Score -1480040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1480040.500000 Penalty: 4632.186523
	Iteration 30Q: 3 clusters Score -1480040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1480036.250000 Penalty: 4632.186523
	Iteration 31Q: 3 clusters Score -1480036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1480039.000000 Penalty: 4632.186523
	Iteration 32Q: 3 clusters Score -1480039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1480038.875000 Penalty: 4632.186523
	Iteration 33Q: 3 clusters Score -1480039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1480037.250000 Penalty: 4632.186523
	Iteration 34Q: 3 clusters Score -1480037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1480039.500000 Penalty: 4632.186523
	Iteration 35Q: 3 clusters Score -1480040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1480038.375000 Penalty: 4632.186523
	Iteration 36Q: 3 clusters Score -1480038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1480038.875000 Penalty: 4632.186523
	Iteration 37Q: 3 clusters Score -1480039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1480041.375000 Penalty: 4632.186523
	Iteration 38Q: 3 clusters Score -1480041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1480042.750000 Penalty: 4632.186523
	Iteration 39Q: 3 clusters Score -1480043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1480042.750000 Penalty: 4632.186523
	Iteration 40F: 3 clusters Score -1480043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Entering Unmasked Estep 
Score: -1676598.125000 Penalty: 2343.616211
	Iteration 0F: 2 clusters Score -1676598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1667250.000000 Penalty: 4687.232422
	Iteration 0F: 3 clusters Score -1667250 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1670201.125000 Penalty: 4687.232422
	Iteration 1F: 3 clusters Score -1670201 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1670603.125000 Penalty: 4687.232422
	Iteration 2F: 3 clusters Score -1670603 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1670914.125000 Penalty: 4687.232422
	Iteration 3F: 3 clusters Score -1670914 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1671198.125000 Penalty: 4687.232422
	Iteration 4Q: 3 clusters Score -1671198 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1671441.250000 Penalty: 4687.232422
	Iteration 5Q: 3 clusters Score -1671441 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1671673.625000 Penalty: 4687.232422
	Iteration 6Q: 3 clusters Score -1671674 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1671899.500000 Penalty: 4687.232422
	Iteration 7Q: 3 clusters Score -1671900 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1672085.500000 Penalty: 4687.232422
	Iteration 8Q: 3 clusters Score -1672086 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1672275.875000 Penalty: 4687.232422
	Iteration 9Q: 3 clusters Score -1672276 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1672485.250000 Penalty: 4687.232422
	Iteration 10Q: 3 clusters Score -1672485 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1672682.375000 Penalty: 4687.232422
	Iteration 11Q: 3 clusters Score -1672682 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1672890.000000 Penalty: 4687.232422
	Iteration 12Q: 3 clusters Score -1672890 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1673090.750000 Penalty: 4687.232422
	Iteration 13Q: 3 clusters Score -1673091 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1673305.625000 Penalty: 4687.232422
	Iteration 14Q: 3 clusters Score -1673306 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1673521.250000 Penalty: 4687.232422
	Iteration 15Q: 3 clusters Score -1673521 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1673721.750000 Penalty: 4687.232422
	Iteration 16Q: 3 clusters Score -1673722 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1673904.125000 Penalty: 4687.232422
	Iteration 17Q: 3 clusters Score -1673904 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1674046.500000 Penalty: 4687.232422
	Iteration 18Q: 3 clusters Score -1674046 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1674167.000000 Penalty: 4687.232422
	Iteration 19Q: 3 clusters Score -1674167 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1674247.375000 Penalty: 4687.232422
	Iteration 20F: 3 clusters Score -1674247 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1674329.750000 Penalty: 4687.232422
	Iteration 21Q: 3 clusters Score -1674330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1674390.000000 Penalty: 4687.232422
	Iteration 22Q: 3 clusters Score -1674390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1674444.750000 Penalty: 4687.232422
	Iteration 23Q: 3 clusters Score -1674445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1674472.875000 Penalty: 4687.232422
	Iteration 24Q: 3 clusters Score -1674473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1674498.125000 Penalty: 4687.232422
	Iteration 25Q: 3 clusters Score -1674498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1674523.000000 Penalty: 4687.232422
	Iteration 26Q: 3 clusters Score -1674523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1674539.250000 Penalty: 4687.232422
	Iteration 27Q: 3 clusters Score -1674539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1674554.125000 Penalty: 4687.232422
	Iteration 28Q: 3 clusters Score -1674554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1674570.375000 Penalty: 4687.232422
	Iteration 29Q: 3 clusters Score -1674570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1674579.500000 Penalty: 4687.232422
	Iteration 30Q: 3 clusters Score -1674580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1674594.625000 Penalty: 4687.232422
	Iteration 31Q: 3 clusters Score -1674595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1674601.500000 Penalty: 4687.232422
	Iteration 32Q: 3 clusters Score -1674602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1674607.500000 Penalty: 4687.232422
	Iteration 33Q: 3 clusters Score -1674608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1674614.125000 Penalty: 4687.232422
	Iteration 34Q: 3 clusters Score -1674614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1674620.250000 Penalty: 4687.232422
	Iteration 35Q: 3 clusters Score -1674620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1674624.625000 Penalty: 4687.232422
	Iteration 36Q: 3 clusters Score -1674625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1674630.375000 Penalty: 4687.232422
	Iteration 37Q: 3 clusters Score -1674630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1674630.875000 Penalty: 4687.232422
	Iteration 38Q: 3 clusters Score -1674631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1674636.625000 Penalty: 4687.232422
	Iteration 39Q: 3 clusters Score -1674637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1674639.750000 Penalty: 4687.232422
	Iteration 40F: 3 clusters Score -1674640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1674642.500000 Penalty: 4687.232422
	Iteration 41Q: 3 clusters Score -1674642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1674647.250000 Penalty: 4687.232422
	Iteration 42Q: 3 clusters Score -1674647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1674649.000000 Penalty: 4687.232422
	Iteration 43Q: 3 clusters Score -1674649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1674650.375000 Penalty: 4687.232422
	Iteration 44Q: 3 clusters Score -1674650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1674655.125000 Penalty: 4687.232422
	Iteration 45Q: 3 clusters Score -1674655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1674654.750000 Penalty: 4687.232422
	Iteration 46Q: 3 clusters Score -1674655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1674656.375000 Penalty: 4687.232422
	Iteration 47Q: 3 clusters Score -1674656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1674656.250000 Penalty: 4687.232422
	Iteration 48Q: 3 clusters Score -1674656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1674656.250000 Penalty: 4687.232422
	Iteration 49F: 3 clusters Score -1674656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -476961.156250 Penalty: 2040.123901
	Iteration 0F: 2 clusters Score -476961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -473254.656250 Penalty: 4080.247803
	Iteration 0F: 3 clusters Score -473254.7 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -474090.531250 Penalty: 4080.247803
	Iteration 1F: 3 clusters Score -474090.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -474277.156250 Penalty: 4080.247803
	Iteration 2F: 3 clusters Score -474277.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -474399.031250 Penalty: 4080.247803
	Iteration 3F: 3 clusters Score -474399 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -474507.687500 Penalty: 4080.247803
	Iteration 4Q: 3 clusters Score -474507.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -474606.312500 Penalty: 4080.247803
	Iteration 5Q: 3 clusters Score -474606.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -474685.687500 Penalty: 4080.247803
	Iteration 6Q: 3 clusters Score -474685.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -474744.000000 Penalty: 4080.247803
	Iteration 7Q: 3 clusters Score -474744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -474792.312500 Penalty: 4080.247803
	Iteration 8Q: 3 clusters Score -474792.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -474831.562500 Penalty: 4080.247803
	Iteration 9Q: 3 clusters Score -474831.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -474867.750000 Penalty: 4080.247803
	Iteration 10Q: 3 clusters Score -474867.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -474901.781250 Penalty: 4080.247803
	Iteration 11Q: 3 clusters Score -474901.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -474941.937500 Penalty: 4080.247803
	Iteration 12Q: 3 clusters Score -474941.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -474972.593750 Penalty: 4080.247803
	Iteration 13Q: 3 clusters Score -474972.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -474996.562500 Penalty: 4080.247803
	Iteration 14Q: 3 clusters Score -474996.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -475023.750000 Penalty: 4080.247803
	Iteration 15Q: 3 clusters Score -475023.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -475054.375000 Penalty: 4080.247803
	Iteration 16Q: 3 clusters Score -475054.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -475083.093750 Penalty: 4080.247803
	Iteration 17Q: 3 clusters Score -475083.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -475111.187500 Penalty: 4080.247803
	Iteration 18Q: 3 clusters Score -475111.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -475134.093750 Penalty: 4080.247803
	Iteration 19Q: 3 clusters Score -475134.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -475146.812500 Penalty: 4080.247803
	Iteration 20F: 3 clusters Score -475146.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -475163.031250 Penalty: 4080.247803
	Iteration 21Q: 3 clusters Score -475163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -475176.531250 Penalty: 4080.247803
	Iteration 22Q: 3 clusters Score -475176.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -475188.968750 Penalty: 4080.247803
	Iteration 23Q: 3 clusters Score -475189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -475203.250000 Penalty: 4080.247803
	Iteration 24Q: 3 clusters Score -475203.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -475214.375000 Penalty: 4080.247803
	Iteration 25Q: 3 clusters Score -475214.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -475229.843750 Penalty: 4080.247803
	Iteration 26Q: 3 clusters Score -475229.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -475242.750000 Penalty: 4080.247803
	Iteration 27Q: 3 clusters Score -475242.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -475258.250000 Penalty: 4080.247803
	Iteration 28Q: 3 clusters Score -475258.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -475267.250000 Penalty: 4080.247803
	Iteration 29Q: 3 clusters Score -475267.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -475275.281250 Penalty: 4080.247803
	Iteration 30Q: 3 clusters Score -475275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -475282.000000 Penalty: 4080.247803
	Iteration 31Q: 3 clusters Score -475282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -475285.468750 Penalty: 4080.247803
	Iteration 32Q: 3 clusters Score -475285.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -475289.593750 Penalty: 4080.247803
	Iteration 33Q: 3 clusters Score -475289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -475295.312500 Penalty: 4080.247803
	Iteration 34Q: 3 clusters Score -475295.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -475298.000000 Penalty: 4080.247803
	Iteration 35Q: 3 clusters Score -475298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -475300.468750 Penalty: 4080.247803
	Iteration 36Q: 3 clusters Score -475300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -475302.750000 Penalty: 4080.247803
	Iteration 37Q: 3 clusters Score -475302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -475304.093750 Penalty: 4080.247803
	Iteration 38Q: 3 clusters Score -475304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -475304.531250 Penalty: 4080.247803
	Iteration 39Q: 3 clusters Score -475304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -475306.250000 Penalty: 4080.247803
	Iteration 40F: 3 clusters Score -475306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Entering Unmasked Estep 
Score: -1012568.625000 Penalty: 2223.656250
	Iteration 0F: 2 clusters Score -1012569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1006304.437500 Penalty: 4447.312500
	Iteration 0F: 3 clusters Score -1006304 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1007937.875000 Penalty: 4447.312500
	Iteration 1F: 3 clusters Score -1007938 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1008234.937500 Penalty: 4447.312500
	Iteration 2F: 3 clusters Score -1008235 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1008443.500000 Penalty: 4447.312500
	Iteration 3F: 3 clusters Score -1008444 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1008609.937500 Penalty: 4447.312500
	Iteration 4Q: 3 clusters Score -1008610 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1008739.875000 Penalty: 4447.312500
	Iteration 5Q: 3 clusters Score -1008740 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1008841.562500 Penalty: 4447.312500
	Iteration 6Q: 3 clusters Score -1008842 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1008922.937500 Penalty: 4447.312500
	Iteration 7Q: 3 clusters Score -1008923 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1009005.812500 Penalty: 4447.312500
	Iteration 8Q: 3 clusters Score -1009006 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1009097.500000 Penalty: 4447.312500
	Iteration 9Q: 3 clusters Score -1009098 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1009193.187500 Penalty: 4447.312500
	Iteration 10Q: 3 clusters Score -1009193 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1009303.125000 Penalty: 4447.312500
	Iteration 11Q: 3 clusters Score -1009303 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1009444.187500 Penalty: 4447.312500
	Iteration 12Q: 3 clusters Score -1009444 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1009582.000000 Penalty: 4447.312500
	Iteration 13Q: 3 clusters Score -1009582 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1009724.937500 Penalty: 4447.312500
	Iteration 14Q: 3 clusters Score -1009725 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1009866.312500 Penalty: 4447.312500
	Iteration 15Q: 3 clusters Score -1009866 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1009989.812500 Penalty: 4447.312500
	Iteration 16Q: 3 clusters Score -1009990 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1010113.562500 Penalty: 4447.312500
	Iteration 17Q: 3 clusters Score -1010114 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1010202.437500 Penalty: 4447.312500
	Iteration 18Q: 3 clusters Score -1010202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1010282.250000 Penalty: 4447.312500
	Iteration 19Q: 3 clusters Score -1010282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1010345.500000 Penalty: 4447.312500
	Iteration 20F: 3 clusters Score -1010346 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1010397.687500 Penalty: 4447.312500
	Iteration 21Q: 3 clusters Score -1010398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1010433.312500 Penalty: 4447.312500
	Iteration 22Q: 3 clusters Score -1010433 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1010461.687500 Penalty: 4447.312500
	Iteration 23Q: 3 clusters Score -1010462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1010484.437500 Penalty: 4447.312500
	Iteration 24Q: 3 clusters Score -1010484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1010501.937500 Penalty: 4447.312500
	Iteration 25Q: 3 clusters Score -1010502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1010519.812500 Penalty: 4447.312500
	Iteration 26Q: 3 clusters Score -1010520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1010528.562500 Penalty: 4447.312500
	Iteration 27Q: 3 clusters Score -1010529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1010534.687500 Penalty: 4447.312500
	Iteration 28Q: 3 clusters Score -1010535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1010541.250000 Penalty: 4447.312500
	Iteration 29Q: 3 clusters Score -1010541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1010546.687500 Penalty: 4447.312500
	Iteration 30Q: 3 clusters Score -1010547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1010549.437500 Penalty: 4447.312500
	Iteration 31Q: 3 clusters Score -1010549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1010555.562500 Penalty: 4447.312500
	Iteration 32Q: 3 clusters Score -1010556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1010559.062500 Penalty: 4447.312500
	Iteration 33Q: 3 clusters Score -1010559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1010561.000000 Penalty: 4447.312500
	Iteration 34Q: 3 clusters Score -1010561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1010561.625000 Penalty: 4447.312500
	Iteration 35Q: 3 clusters Score -1010562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1010564.062500 Penalty: 4447.312500
	Iteration 36Q: 3 clusters Score -1010564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1010567.500000 Penalty: 4447.312500
	Iteration 37Q: 3 clusters Score -1010568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1010570.812500 Penalty: 4447.312500
	Iteration 38Q: 3 clusters Score -1010571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1010572.812500 Penalty: 4447.312500
	Iteration 39Q: 3 clusters Score -1010573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1010576.000000 Penalty: 4447.312500
	Iteration 40F: 3 clusters Score -1010576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1010575.750000 Penalty: 4447.312500
	Iteration 41Q: 3 clusters Score -1010576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1010575.562500 Penalty: 4447.312500
	Iteration 42Q: 3 clusters Score -1010576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1010575.625000 Penalty: 4447.312500
	Iteration 43Q: 3 clusters Score -1010576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1010576.187500 Penalty: 4447.312500
	Iteration 44Q: 3 clusters Score -1010576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1010575.937500 Penalty: 4447.312500
	Iteration 45Q: 3 clusters Score -1010576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1010575.937500 Penalty: 4447.312500
	Iteration 46F: 3 clusters Score -1010576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Entering Unmasked Estep 
Score: -762044.625000 Penalty: 2164.770020
	Iteration 0F: 2 clusters Score -762044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -756804.625000 Penalty: 4329.540039
	Iteration 0F: 3 clusters Score -756804.6 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -758087.625000 Penalty: 4329.540039
	Iteration 1F: 3 clusters Score -758087.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -758303.812500 Penalty: 4329.540039
	Iteration 2F: 3 clusters Score -758303.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -758462.562500 Penalty: 4329.540039
	Iteration 3F: 3 clusters Score -758462.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -758586.187500 Penalty: 4329.540039
	Iteration 4Q: 3 clusters Score -758586.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -758665.312500 Penalty: 4329.540039
	Iteration 5Q: 3 clusters Score -758665.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -758754.125000 Penalty: 4329.540039
	Iteration 6Q: 3 clusters Score -758754.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -758851.875000 Penalty: 4329.540039
	Iteration 7Q: 3 clusters Score -758851.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -758934.937500 Penalty: 4329.540039
	Iteration 8Q: 3 clusters Score -758934.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -759022.375000 Penalty: 4329.540039
	Iteration 9Q: 3 clusters Score -759022.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -759104.625000 Penalty: 4329.540039
	Iteration 10Q: 3 clusters Score -759104.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -759197.875000 Penalty: 4329.540039
	Iteration 11Q: 3 clusters Score -759197.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -759300.875000 Penalty: 4329.540039
	Iteration 12Q: 3 clusters Score -759300.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -759410.500000 Penalty: 4329.540039
	Iteration 13Q: 3 clusters Score -759410.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -759515.812500 Penalty: 4329.540039
	Iteration 14Q: 3 clusters Score -759515.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -759637.875000 Penalty: 4329.540039
	Iteration 15Q: 3 clusters Score -759637.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -759783.937500 Penalty: 4329.540039
	Iteration 16Q: 3 clusters Score -759783.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -759926.000000 Penalty: 4329.540039
	Iteration 17Q: 3 clusters Score -759926 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -760090.500000 Penalty: 4329.540039
	Iteration 18Q: 3 clusters Score -760090.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -760239.187500 Penalty: 4329.540039
	Iteration 19Q: 3 clusters Score -760239.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -760354.625000 Penalty: 4329.540039
	Iteration 20F: 3 clusters Score -760354.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -760447.687500 Penalty: 4329.540039
	Iteration 21Q: 3 clusters Score -760447.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -760545.625000 Penalty: 4329.540039
	Iteration 22Q: 3 clusters Score -760545.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -760644.062500 Penalty: 4329.540039
	Iteration 23Q: 3 clusters Score -760644.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -760750.187500 Penalty: 4329.540039
	Iteration 24Q: 3 clusters Score -760750.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -760818.437500 Penalty: 4329.540039
	Iteration 25Q: 3 clusters Score -760818.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -760868.625000 Penalty: 4329.540039
	Iteration 26Q: 3 clusters Score -760868.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -760912.312500 Penalty: 4329.540039
	Iteration 27Q: 3 clusters Score -760912.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -760927.375000 Penalty: 4329.540039
	Iteration 28Q: 3 clusters Score -760927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -760942.062500 Penalty: 4329.540039
	Iteration 29Q: 3 clusters Score -760942.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -760952.562500 Penalty: 4329.540039
	Iteration 30Q: 3 clusters Score -760952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -760958.812500 Penalty: 4329.540039
	Iteration 31Q: 3 clusters Score -760958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -760959.687500 Penalty: 4329.540039
	Iteration 32Q: 3 clusters Score -760959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -761017.937500 Penalty: 4329.540039
	Iteration 33F: 3 clusters Score -761017.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -761052.312500 Penalty: 4329.540039
	Iteration 34Q: 3 clusters Score -761052.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -761073.125000 Penalty: 4329.540039
	Iteration 35Q: 3 clusters Score -761073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -761079.687500 Penalty: 4329.540039
	Iteration 36Q: 3 clusters Score -761079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -761086.375000 Penalty: 4329.540039
	Iteration 37Q: 3 clusters Score -761086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -761087.187500 Penalty: 4329.540039
	Iteration 38Q: 3 clusters Score -761087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -761090.687500 Penalty: 4329.540039
	Iteration 39Q: 3 clusters Score -761090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -761092.250000 Penalty: 4329.540039
	Iteration 40F: 3 clusters Score -761092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -235587.484375 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -235587.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -233106.187500 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -233106.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -233558.265625 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -233558.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -233696.171875 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -233696.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -233773.578125 Penalty: 3717.513184
	Iteration 3Q: 3 clusters Score -233773.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -233827.281250 Penalty: 3717.513184
	Iteration 4Q: 3 clusters Score -233827.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -233899.359375 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -233899.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -233957.250000 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -233957.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234000.109375 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -234000.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -234035.687500 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -234035.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234069.171875 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -234069.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -234090.125000 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -234090.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -234106.515625 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -234106.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234119.703125 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -234119.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -234135.781250 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -234135.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -234150.656250 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -234150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -234160.906250 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -234160.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -234182.765625 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -234182.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -234198.921875 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -234198.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -234211.671875 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -234211.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234220.671875 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -234220.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -234225.843750 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -234225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -234231.937500 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -234231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -234235.687500 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -234235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -234237.109375 Penalty: 3717.513184
	Iteration 23Q: 3 clusters Score -234237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -234237.109375 Penalty: 3717.513184
	Iteration 24F: 3 clusters Score -234237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -140777.843750 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -140777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138767.015625 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -138767 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139111.953125 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -139112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -139247.781250 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -139247.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139322.843750 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -139322.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -139361.125000 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -139361.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -139398.093750 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -139398.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -139432.234375 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -139432.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -139452.468750 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -139452.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139463.000000 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -139463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139478.718750 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -139478.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139495.906250 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -139495.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139517.515625 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -139517.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139535.234375 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -139535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139544.406250 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -139544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139555.421875 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -139555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139568.078125 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -139568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139580.000000 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -139580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139595.937500 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -139595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139607.171875 Penalty: 3506.235596
	Iteration 18Q: 3 clusters Score -139607.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -139616.515625 Penalty: 3506.235596
	Iteration 19Q: 3 clusters Score -139616.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -139632.828125 Penalty: 3506.235596
	Iteration 20F: 3 clusters Score -139632.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -139659.593750 Penalty: 3506.235596
	Iteration 21Q: 3 clusters Score -139659.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139702.968750 Penalty: 3506.235596
	Iteration 22Q: 3 clusters Score -139703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -139793.781250 Penalty: 3506.235596
	Iteration 23Q: 3 clusters Score -139793.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -139993.906250 Penalty: 3506.235596
	Iteration 24Q: 3 clusters Score -139993.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -140314.765625 Penalty: 3506.235596
	Iteration 25F: 3 clusters Score -140314.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -140608.703125 Penalty: 3506.235596
	Iteration 26Q: 3 clusters Score -140608.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -140863.703125 Penalty: 3506.235596
	Iteration 27Q: 3 clusters Score -140863.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -141222.562500 Penalty: 3506.235596
	Iteration 28Q: 3 clusters Score -141222.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141417.546875 Penalty: 3506.235596
	Iteration 29Q: 3 clusters Score -141417.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -141495.281250 Penalty: 3506.235596
	Iteration 30Q: 3 clusters Score -141495.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141582.421875 Penalty: 3506.235596
	Iteration 31Q: 3 clusters Score -141582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -141622.468750 Penalty: 3506.235596
	Iteration 32Q: 3 clusters Score -141622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -141625.203125 Penalty: 3506.235596
	Iteration 33Q: 3 clusters Score -141625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -141625.203125 Penalty: 3506.235596
	Iteration 34F: 3 clusters Score -141625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 7152 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11374 members 
Mstep: Class 8 contains 12709 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7835 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 9785 members 
Mstep: Class 15 contains 43022 members 
Mstep: Class 16 contains 144151 members 
Mstep: Class 17 contains 19944 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 25461 members 
Mstep: Class 20 contains 21638 members 
Mstep: Class 21 contains 677 members 
Entering Unmasked Estep 
Score: -42890892.000000 Penalty: 66272.132812
Splitting cluster 13 changes total score from -42891392.000000 to -42890892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Entering Unmasked Estep 
Score: -1272087.625000 Penalty: 2278.774414
	Iteration 0F: 2 clusters Score -1272088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1264522.250000 Penalty: 4557.548828
	Iteration 0F: 3 clusters Score -1264522 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1266694.375000 Penalty: 4557.548828
	Iteration 1F: 3 clusters Score -1266694 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1267015.000000 Penalty: 4557.548828
	Iteration 2F: 3 clusters Score -1267015 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1267230.250000 Penalty: 4557.548828
	Iteration 3F: 3 clusters Score -1267230 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1267399.875000 Penalty: 4557.548828
	Iteration 4Q: 3 clusters Score -1267400 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1267550.500000 Penalty: 4557.548828
	Iteration 5Q: 3 clusters Score -1267550 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1267691.500000 Penalty: 4557.548828
	Iteration 6Q: 3 clusters Score -1267692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1267829.250000 Penalty: 4557.548828
	Iteration 7Q: 3 clusters Score -1267829 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1267974.500000 Penalty: 4557.548828
	Iteration 8Q: 3 clusters Score -1267974 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1268139.750000 Penalty: 4557.548828
	Iteration 9Q: 3 clusters Score -1268140 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1268283.125000 Penalty: 4557.548828
	Iteration 10Q: 3 clusters Score -1268283 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1268446.375000 Penalty: 4557.548828
	Iteration 11Q: 3 clusters Score -1268446 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1268620.000000 Penalty: 4557.548828
	Iteration 12Q: 3 clusters Score -1268620 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1268789.125000 Penalty: 4557.548828
	Iteration 13Q: 3 clusters Score -1268789 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1268931.625000 Penalty: 4557.548828
	Iteration 14Q: 3 clusters Score -1268932 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1269049.625000 Penalty: 4557.548828
	Iteration 15Q: 3 clusters Score -1269050 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1269170.000000 Penalty: 4557.548828
	Iteration 16Q: 3 clusters Score -1269170 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1269281.750000 Penalty: 4557.548828
	Iteration 17Q: 3 clusters Score -1269282 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1269383.250000 Penalty: 4557.548828
	Iteration 18Q: 3 clusters Score -1269383 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1269476.125000 Penalty: 4557.548828
	Iteration 19Q: 3 clusters Score -1269476 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1269545.875000 Penalty: 4557.548828
	Iteration 20F: 3 clusters Score -1269546 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1269604.125000 Penalty: 4557.548828
	Iteration 21Q: 3 clusters Score -1269604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1269639.000000 Penalty: 4557.548828
	Iteration 22Q: 3 clusters Score -1269639 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1269678.125000 Penalty: 4557.548828
	Iteration 23Q: 3 clusters Score -1269678 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1269719.500000 Penalty: 4557.548828
	Iteration 24Q: 3 clusters Score -1269720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1269762.375000 Penalty: 4557.548828
	Iteration 25Q: 3 clusters Score -1269762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1269801.875000 Penalty: 4557.548828
	Iteration 26Q: 3 clusters Score -1269802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1269841.125000 Penalty: 4557.548828
	Iteration 27Q: 3 clusters Score -1269841 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1269889.500000 Penalty: 4557.548828
	Iteration 28Q: 3 clusters Score -1269890 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1269929.875000 Penalty: 4557.548828
	Iteration 29Q: 3 clusters Score -1269930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1269963.750000 Penalty: 4557.548828
	Iteration 30Q: 3 clusters Score -1269964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1269998.750000 Penalty: 4557.548828
	Iteration 31Q: 3 clusters Score -1269999 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1270037.125000 Penalty: 4557.548828
	Iteration 32Q: 3 clusters Score -1270037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1270062.625000 Penalty: 4557.548828
	Iteration 33Q: 3 clusters Score -1270063 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1270086.125000 Penalty: 4557.548828
	Iteration 34Q: 3 clusters Score -1270086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1270101.625000 Penalty: 4557.548828
	Iteration 35Q: 3 clusters Score -1270102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1270118.000000 Penalty: 4557.548828
	Iteration 36Q: 3 clusters Score -1270118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1270140.500000 Penalty: 4557.548828
	Iteration 37Q: 3 clusters Score -1270140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1270160.875000 Penalty: 4557.548828
	Iteration 38Q: 3 clusters Score -1270161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1270179.875000 Penalty: 4557.548828
	Iteration 39Q: 3 clusters Score -1270180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1270192.750000 Penalty: 4557.548828
	Iteration 40F: 3 clusters Score -1270193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1270208.625000 Penalty: 4557.548828
	Iteration 41Q: 3 clusters Score -1270209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1270212.000000 Penalty: 4557.548828
	Iteration 42Q: 3 clusters Score -1270212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1270229.375000 Penalty: 4557.548828
	Iteration 43Q: 3 clusters Score -1270229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1270242.125000 Penalty: 4557.548828
	Iteration 44Q: 3 clusters Score -1270242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1270259.500000 Penalty: 4557.548828
	Iteration 45Q: 3 clusters Score -1270260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1270266.250000 Penalty: 4557.548828
	Iteration 46Q: 3 clusters Score -1270266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1270276.625000 Penalty: 4557.548828
	Iteration 47Q: 3 clusters Score -1270277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1270285.750000 Penalty: 4557.548828
	Iteration 48Q: 3 clusters Score -1270286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1270292.250000 Penalty: 4557.548828
	Iteration 49Q: 3 clusters Score -1270292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1270296.250000 Penalty: 4557.548828
	Iteration 50Q: 3 clusters Score -1270296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1270304.875000 Penalty: 4557.548828
	Iteration 51Q: 3 clusters Score -1270305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1270313.250000 Penalty: 4557.548828
	Iteration 52Q: 3 clusters Score -1270313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1270317.875000 Penalty: 4557.548828
	Iteration 53Q: 3 clusters Score -1270318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1270319.875000 Penalty: 4557.548828
	Iteration 54Q: 3 clusters Score -1270320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1270326.625000 Penalty: 4557.548828
	Iteration 55Q: 3 clusters Score -1270327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1270326.125000 Penalty: 4557.548828
	Iteration 56Q: 3 clusters Score -1270326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1270334.375000 Penalty: 4557.548828
	Iteration 57Q: 3 clusters Score -1270334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1270338.500000 Penalty: 4557.548828
	Iteration 58Q: 3 clusters Score -1270338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1270341.875000 Penalty: 4557.548828
	Iteration 59Q: 3 clusters Score -1270342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1270348.875000 Penalty: 4557.548828
	Iteration 60F: 3 clusters Score -1270349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1270348.375000 Penalty: 4557.548828
	Iteration 61Q: 3 clusters Score -1270348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1270350.125000 Penalty: 4557.548828
	Iteration 62Q: 3 clusters Score -1270350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1270352.750000 Penalty: 4557.548828
	Iteration 63Q: 3 clusters Score -1270353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1270354.125000 Penalty: 4557.548828
	Iteration 64Q: 3 clusters Score -1270354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1270353.375000 Penalty: 4557.548828
	Iteration 65Q: 3 clusters Score -1270353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1270356.250000 Penalty: 4557.548828
	Iteration 66Q: 3 clusters Score -1270356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1270356.000000 Penalty: 4557.548828
	Iteration 67Q: 3 clusters Score -1270356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1270358.125000 Penalty: 4557.548828
	Iteration 68Q: 3 clusters Score -1270358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1270357.125000 Penalty: 4557.548828
	Iteration 69Q: 3 clusters Score -1270357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1270357.125000 Penalty: 4557.548828
	Iteration 70F: 3 clusters Score -1270357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Entering Unmasked Estep 
Score: -5601654.000000 Penalty: 2646.027832
	Iteration 0F: 2 clusters Score -5601654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -5572622.000000 Penalty: 5292.055664
	Iteration 0F: 3 clusters Score -5572622 nChanged 19755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5583442.500000 Penalty: 5292.055664
	Iteration 1F: 3 clusters Score -5583442 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -5583929.500000 Penalty: 5292.055664
	Iteration 2Q: 3 clusters Score -5583930 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5584335.500000 Penalty: 5292.055664
	Iteration 3Q: 3 clusters Score -5584336 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -5584654.000000 Penalty: 5292.055664
	Iteration 4Q: 3 clusters Score -5584654 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5585017.500000 Penalty: 5292.055664
	Iteration 5Q: 3 clusters Score -5585018 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5585363.000000 Penalty: 5292.055664
	Iteration 6Q: 3 clusters Score -5585363 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5585780.500000 Penalty: 5292.055664
	Iteration 7Q: 3 clusters Score -5585780 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -5586294.500000 Penalty: 5292.055664
	Iteration 8Q: 3 clusters Score -5586294 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -5586921.000000 Penalty: 5292.055664
	Iteration 9Q: 3 clusters Score -5586921 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5587875.500000 Penalty: 5292.055664
	Iteration 10Q: 3 clusters Score -5587876 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -5589075.000000 Penalty: 5292.055664
	Iteration 11Q: 3 clusters Score -5589075 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -5590588.500000 Penalty: 5292.055664
	Iteration 12F: 3 clusters Score -5590588 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -5592259.000000 Penalty: 5292.055664
	Iteration 13F: 3 clusters Score -5592259 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -5593744.500000 Penalty: 5292.055664
	Iteration 14Q: 3 clusters Score -5593744 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -5594999.500000 Penalty: 5292.055664
	Iteration 15Q: 3 clusters Score -5595000 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -5596033.000000 Penalty: 5292.055664
	Iteration 16Q: 3 clusters Score -5596033 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -5596884.500000 Penalty: 5292.055664
	Iteration 17Q: 3 clusters Score -5596884 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -5597584.000000 Penalty: 5292.055664
	Iteration 18Q: 3 clusters Score -5597584 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -5598076.000000 Penalty: 5292.055664
	Iteration 19Q: 3 clusters Score -5598076 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5598412.000000 Penalty: 5292.055664
	Iteration 20F: 3 clusters Score -5598412 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -5598663.000000 Penalty: 5292.055664
	Iteration 21Q: 3 clusters Score -5598663 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -5598860.000000 Penalty: 5292.055664
	Iteration 22Q: 3 clusters Score -5598860 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5598991.000000 Penalty: 5292.055664
	Iteration 23Q: 3 clusters Score -5598991 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5599103.000000 Penalty: 5292.055664
	Iteration 24Q: 3 clusters Score -5599103 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -5599173.000000 Penalty: 5292.055664
	Iteration 25Q: 3 clusters Score -5599173 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -5599232.500000 Penalty: 5292.055664
	Iteration 26Q: 3 clusters Score -5599232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5599271.000000 Penalty: 5292.055664
	Iteration 27Q: 3 clusters Score -5599271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5599309.000000 Penalty: 5292.055664
	Iteration 28Q: 3 clusters Score -5599309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -5599335.000000 Penalty: 5292.055664
	Iteration 29Q: 3 clusters Score -5599335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -5599349.000000 Penalty: 5292.055664
	Iteration 30Q: 3 clusters Score -5599349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -5599355.000000 Penalty: 5292.055664
	Iteration 31Q: 3 clusters Score -5599355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5599350.000000 Penalty: 5292.055664
	Iteration 32Q: 3 clusters Score -5599350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -5599361.500000 Penalty: 5292.055664
	Iteration 33Q: 3 clusters Score -5599362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5599375.000000 Penalty: 5292.055664
	Iteration 34Q: 3 clusters Score -5599375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -5599379.500000 Penalty: 5292.055664
	Iteration 35Q: 3 clusters Score -5599380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -5599387.000000 Penalty: 5292.055664
	Iteration 36Q: 3 clusters Score -5599387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5599391.000000 Penalty: 5292.055664
	Iteration 37Q: 3 clusters Score -5599391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -5599395.500000 Penalty: 5292.055664
	Iteration 38Q: 3 clusters Score -5599396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5599399.500000 Penalty: 5292.055664
	Iteration 39Q: 3 clusters Score -5599400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5599394.500000 Penalty: 5292.055664
	Iteration 40F: 3 clusters Score -5599394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -5599396.500000 Penalty: 5292.055664
	Iteration 41Q: 3 clusters Score -5599396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -5599396.500000 Penalty: 5292.055664
	Iteration 42F: 3 clusters Score -5599396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (144151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144151 members 
Entering Unmasked Estep 
Score: -18911552.000000 Penalty: 2945.896973
	Iteration 0F: 2 clusters Score -1.891155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -18815930.000000 Penalty: 5891.793945
	Iteration 0F: 3 clusters Score -1.881593e+07 nChanged 68724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -18855346.000000 Penalty: 5891.793945
	Iteration 1F: 3 clusters Score -1.885535e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -18856648.000000 Penalty: 5891.793945
	Iteration 2Q: 3 clusters Score -1.885665e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -18858370.000000 Penalty: 5891.793945
	Iteration 3Q: 3 clusters Score -1.885837e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -18860698.000000 Penalty: 5891.793945
	Iteration 4Q: 3 clusters Score -1.88607e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -18863964.000000 Penalty: 5891.793945
	Iteration 5Q: 3 clusters Score -1.886396e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -18868382.000000 Penalty: 5891.793945
	Iteration 6F: 3 clusters Score -1.886838e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -18873800.000000 Penalty: 5891.793945
	Iteration 7F: 3 clusters Score -1.88738e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -18879798.000000 Penalty: 5891.793945
	Iteration 8F: 3 clusters Score -1.88798e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
Score: -18886516.000000 Penalty: 5891.793945
	Iteration 9F: 3 clusters Score -1.888652e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -18893574.000000 Penalty: 5891.793945
	Iteration 10F: 3 clusters Score -1.889357e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -18898956.000000 Penalty: 5891.793945
	Iteration 11F: 3 clusters Score -1.889896e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -18902588.000000 Penalty: 5891.793945
	Iteration 12Q: 3 clusters Score -1.890259e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -18904418.000000 Penalty: 5891.793945
	Iteration 13Q: 3 clusters Score -1.890442e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -18905458.000000 Penalty: 5891.793945
	Iteration 14Q: 3 clusters Score -1.890546e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -18906068.000000 Penalty: 5891.793945
	Iteration 15Q: 3 clusters Score -1.890607e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -18906398.000000 Penalty: 5891.793945
	Iteration 16Q: 3 clusters Score -1.89064e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -18906548.000000 Penalty: 5891.793945
	Iteration 17Q: 3 clusters Score -1.890655e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -18906674.000000 Penalty: 5891.793945
	Iteration 18Q: 3 clusters Score -1.890667e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -18906702.000000 Penalty: 5891.793945
	Iteration 19Q: 3 clusters Score -1.89067e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -18906730.000000 Penalty: 5891.793945
	Iteration 20F: 3 clusters Score -1.890673e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -18906800.000000 Penalty: 5891.793945
	Iteration 21Q: 3 clusters Score -1.89068e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -18906826.000000 Penalty: 5891.793945
	Iteration 22Q: 3 clusters Score -1.890683e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -18906850.000000 Penalty: 5891.793945
	Iteration 23Q: 3 clusters Score -1.890685e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -18906892.000000 Penalty: 5891.793945
	Iteration 24Q: 3 clusters Score -1.890689e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -18906862.000000 Penalty: 5891.793945
	Iteration 25Q: 3 clusters Score -1.890686e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -18906898.000000 Penalty: 5891.793945
	Iteration 26Q: 3 clusters Score -1.89069e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -18906880.000000 Penalty: 5891.793945
	Iteration 27Q: 3 clusters Score -1.890688e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -18906900.000000 Penalty: 5891.793945
	Iteration 28Q: 3 clusters Score -1.89069e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -18906884.000000 Penalty: 5891.793945
	Iteration 29Q: 3 clusters Score -1.890688e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -18906882.000000 Penalty: 5891.793945
	Iteration 30Q: 3 clusters Score -1.890688e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -18906866.000000 Penalty: 5891.793945
	Iteration 31Q: 3 clusters Score -1.890687e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -18906890.000000 Penalty: 5891.793945
	Iteration 32Q: 3 clusters Score -1.890689e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 95989 members 
Entering Unmasked Estep 
Score: -18906880.000000 Penalty: 5891.793945
	Iteration 33Q: 3 clusters Score -1.890688e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
Score: -18906896.000000 Penalty: 5891.793945
	Iteration 34Q: 3 clusters Score -1.89069e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -18906912.000000 Penalty: 5891.793945
	Iteration 35Q: 3 clusters Score -1.890691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 96063 members 
Entering Unmasked Estep 
Score: -18906908.000000 Penalty: 5891.793945
	Iteration 36Q: 3 clusters Score -1.890691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -18906904.000000 Penalty: 5891.793945
	Iteration 37Q: 3 clusters Score -1.89069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -18906906.000000 Penalty: 5891.793945
	Iteration 38Q: 3 clusters Score -1.890691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -18906918.000000 Penalty: 5891.793945
	Iteration 39Q: 3 clusters Score -1.890692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -18906930.000000 Penalty: 5891.793945
	Iteration 40F: 3 clusters Score -1.890693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -18906914.000000 Penalty: 5891.793945
	Iteration 41Q: 3 clusters Score -1.890691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -18906898.000000 Penalty: 5891.793945
	Iteration 42Q: 3 clusters Score -1.89069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -18906908.000000 Penalty: 5891.793945
	Iteration 43Q: 3 clusters Score -1.890691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 96128 members 
Entering Unmasked Estep 
Score: -18906900.000000 Penalty: 5891.793945
	Iteration 44Q: 3 clusters Score -1.89069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -18906902.000000 Penalty: 5891.793945
	Iteration 45Q: 3 clusters Score -1.89069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -18906878.000000 Penalty: 5891.793945
	Iteration 46Q: 3 clusters Score -1.890688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -18906890.000000 Penalty: 5891.793945
	Iteration 47Q: 3 clusters Score -1.890689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -18906898.000000 Penalty: 5891.793945
	Iteration 48Q: 3 clusters Score -1.89069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -18906886.000000 Penalty: 5891.793945
	Iteration 49Q: 3 clusters Score -1.890689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -18906880.000000 Penalty: 5891.793945
	Iteration 50Q: 3 clusters Score -1.890688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 96166 members 
Entering Unmasked Estep 
Score: -18906866.000000 Penalty: 5891.793945
	Iteration 51Q: 3 clusters Score -1.890687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 96168 members 
Entering Unmasked Estep 
Score: -18906866.000000 Penalty: 5891.793945
	Iteration 52Q: 3 clusters Score -1.890687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -18906874.000000 Penalty: 5891.793945
	Iteration 53Q: 3 clusters Score -1.890687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -18906886.000000 Penalty: 5891.793945
	Iteration 54Q: 3 clusters Score -1.890689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 96181 members 
Entering Unmasked Estep 
Score: -18906878.000000 Penalty: 5891.793945
	Iteration 55Q: 3 clusters Score -1.890688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -18906892.000000 Penalty: 5891.793945
	Iteration 56Q: 3 clusters Score -1.890689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -18906882.000000 Penalty: 5891.793945
	Iteration 57Q: 3 clusters Score -1.890688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -18906876.000000 Penalty: 5891.793945
	Iteration 58Q: 3 clusters Score -1.890688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -18906888.000000 Penalty: 5891.793945
	Iteration 59Q: 3 clusters Score -1.890689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -18906918.000000 Penalty: 5891.793945
	Iteration 60F: 3 clusters Score -1.890692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -18906906.000000 Penalty: 5891.793945
	Iteration 61Q: 3 clusters Score -1.890691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -18906884.000000 Penalty: 5891.793945
	Iteration 62Q: 3 clusters Score -1.890688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -18906886.000000 Penalty: 5891.793945
	Iteration 63Q: 3 clusters Score -1.890689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -18906886.000000 Penalty: 5891.793945
	Iteration 64Q: 3 clusters Score -1.890689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -18906890.000000 Penalty: 5891.793945
	Iteration 65Q: 3 clusters Score -1.890689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 96264 members 
Entering Unmasked Estep 
Score: -18906894.000000 Penalty: 5891.793945
	Iteration 66Q: 3 clusters Score -1.890689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -18906890.000000 Penalty: 5891.793945
	Iteration 67Q: 3 clusters Score -1.890689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -18906886.000000 Penalty: 5891.793945
	Iteration 68Q: 3 clusters Score -1.890689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -18906896.000000 Penalty: 5891.793945
	Iteration 69Q: 3 clusters Score -1.89069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -18906880.000000 Penalty: 5891.793945
	Iteration 70Q: 3 clusters Score -1.890688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -18906886.000000 Penalty: 5891.793945
	Iteration 71Q: 3 clusters Score -1.890689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -18906896.000000 Penalty: 5891.793945
	Iteration 72Q: 3 clusters Score -1.89069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -18906908.000000 Penalty: 5891.793945
	Iteration 73Q: 3 clusters Score -1.890691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -18906904.000000 Penalty: 5891.793945
	Iteration 74Q: 3 clusters Score -1.89069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -18906894.000000 Penalty: 5891.793945
	Iteration 75Q: 3 clusters Score -1.890689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 96327 members 
Entering Unmasked Estep 
Score: -18906900.000000 Penalty: 5891.793945
	Iteration 76Q: 3 clusters Score -1.89069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 96341 members 
Entering Unmasked Estep 
Score: -18906902.000000 Penalty: 5891.793945
	Iteration 77Q: 3 clusters Score -1.89069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -18906898.000000 Penalty: 5891.793945
	Iteration 78Q: 3 clusters Score -1.89069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 96367 members 
Entering Unmasked Estep 
Score: -18906906.000000 Penalty: 5891.793945
	Iteration 79Q: 3 clusters Score -1.890691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
Score: -18906896.000000 Penalty: 5891.793945
	Iteration 80F: 3 clusters Score -1.89069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -18906890.000000 Penalty: 5891.793945
	Iteration 81Q: 3 clusters Score -1.890689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -18906892.000000 Penalty: 5891.793945
	Iteration 82Q: 3 clusters Score -1.890689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -18906896.000000 Penalty: 5891.793945
	Iteration 83Q: 3 clusters Score -1.89069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -18906900.000000 Penalty: 5891.793945
	Iteration 84Q: 3 clusters Score -1.89069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -18906908.000000 Penalty: 5891.793945
	Iteration 85Q: 3 clusters Score -1.890691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -18906920.000000 Penalty: 5891.793945
	Iteration 86Q: 3 clusters Score -1.890692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -18906904.000000 Penalty: 5891.793945
	Iteration 87Q: 3 clusters Score -1.89069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -18906924.000000 Penalty: 5891.793945
	Iteration 88Q: 3 clusters Score -1.890692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -18906918.000000 Penalty: 5891.793945
	Iteration 89Q: 3 clusters Score -1.890692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -18906910.000000 Penalty: 5891.793945
	Iteration 90Q: 3 clusters Score -1.890691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -18906910.000000 Penalty: 5891.793945
	Iteration 91Q: 3 clusters Score -1.890691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 96434 members 
Entering Unmasked Estep 
Score: -18906910.000000 Penalty: 5891.793945
	Iteration 92Q: 3 clusters Score -1.890691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -18906904.000000 Penalty: 5891.793945
	Iteration 93Q: 3 clusters Score -1.89069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 96450 members 
Entering Unmasked Estep 
Score: -18906906.000000 Penalty: 5891.793945
	Iteration 94Q: 3 clusters Score -1.890691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -18906910.000000 Penalty: 5891.793945
	Iteration 95Q: 3 clusters Score -1.890691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 96469 members 
Entering Unmasked Estep 
Score: -18906920.000000 Penalty: 5891.793945
	Iteration 96Q: 3 clusters Score -1.890692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -18906924.000000 Penalty: 5891.793945
	Iteration 97Q: 3 clusters Score -1.890692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -18906918.000000 Penalty: 5891.793945
	Iteration 98Q: 3 clusters Score -1.890692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -18906898.000000 Penalty: 5891.793945
	Iteration 99Q: 3 clusters Score -1.89069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 96495 members 
Entering Unmasked Estep 
Score: -18906896.000000 Penalty: 5891.793945
	Iteration 100F: 3 clusters Score -1.89069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -18906892.000000 Penalty: 5891.793945
	Iteration 101Q: 3 clusters Score -1.890689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -18906884.000000 Penalty: 5891.793945
	Iteration 102Q: 3 clusters Score -1.890688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -18906886.000000 Penalty: 5891.793945
	Iteration 103Q: 3 clusters Score -1.890689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
Score: -18906884.000000 Penalty: 5891.793945
	Iteration 104Q: 3 clusters Score -1.890688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 96534 members 
Entering Unmasked Estep 
Score: -18906884.000000 Penalty: 5891.793945
	Iteration 105Q: 3 clusters Score -1.890688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -18906888.000000 Penalty: 5891.793945
	Iteration 106Q: 3 clusters Score -1.890689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -18906904.000000 Penalty: 5891.793945
	Iteration 107Q: 3 clusters Score -1.89069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -18906888.000000 Penalty: 5891.793945
	Iteration 108Q: 3 clusters Score -1.890689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -18906904.000000 Penalty: 5891.793945
	Iteration 109Q: 3 clusters Score -1.89069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 96570 members 
Entering Unmasked Estep 
Score: -18906886.000000 Penalty: 5891.793945
	Iteration 110Q: 3 clusters Score -1.890689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
Score: -18906908.000000 Penalty: 5891.793945
	Iteration 111Q: 3 clusters Score -1.890691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -18906912.000000 Penalty: 5891.793945
	Iteration 112Q: 3 clusters Score -1.890691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -18906922.000000 Penalty: 5891.793945
	Iteration 113Q: 3 clusters Score -1.890692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -18906910.000000 Penalty: 5891.793945
	Iteration 114Q: 3 clusters Score -1.890691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
Score: -18906926.000000 Penalty: 5891.793945
	Iteration 115Q: 3 clusters Score -1.890693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -18906912.000000 Penalty: 5891.793945
	Iteration 116Q: 3 clusters Score -1.890691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -18906916.000000 Penalty: 5891.793945
	Iteration 117Q: 3 clusters Score -1.890692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -18906920.000000 Penalty: 5891.793945
	Iteration 118Q: 3 clusters Score -1.890692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -18906916.000000 Penalty: 5891.793945
	Iteration 119Q: 3 clusters Score -1.890692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -18906918.000000 Penalty: 5891.793945
	Iteration 120F: 3 clusters Score -1.890692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -18906916.000000 Penalty: 5891.793945
	Iteration 121Q: 3 clusters Score -1.890692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -18906916.000000 Penalty: 5891.793945
	Iteration 122Q: 3 clusters Score -1.890692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -18906918.000000 Penalty: 5891.793945
	Iteration 123Q: 3 clusters Score -1.890692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -18906918.000000 Penalty: 5891.793945
	Iteration 124F: 3 clusters Score -1.890692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Entering Unmasked Estep 
Score: -2609944.250000 Penalty: 2455.369385
	Iteration 0F: 2 clusters Score -2609944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2595882.000000 Penalty: 4910.738770
	Iteration 0F: 3 clusters Score -2595882 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2600509.500000 Penalty: 4910.738770
	Iteration 1F: 3 clusters Score -2600510 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2600910.250000 Penalty: 4910.738770
	Iteration 2F: 3 clusters Score -2600910 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2601222.750000 Penalty: 4910.738770
	Iteration 3Q: 3 clusters Score -2601223 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2601447.000000 Penalty: 4910.738770
	Iteration 4Q: 3 clusters Score -2601447 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2601617.250000 Penalty: 4910.738770
	Iteration 5Q: 3 clusters Score -2601617 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2601797.750000 Penalty: 4910.738770
	Iteration 6Q: 3 clusters Score -2601798 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2601992.250000 Penalty: 4910.738770
	Iteration 7Q: 3 clusters Score -2601992 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2602174.500000 Penalty: 4910.738770
	Iteration 8Q: 3 clusters Score -2602174 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2602356.750000 Penalty: 4910.738770
	Iteration 9Q: 3 clusters Score -2602357 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2602534.000000 Penalty: 4910.738770
	Iteration 10Q: 3 clusters Score -2602534 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2602734.500000 Penalty: 4910.738770
	Iteration 11Q: 3 clusters Score -2602734 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2602981.500000 Penalty: 4910.738770
	Iteration 12Q: 3 clusters Score -2602982 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2603316.250000 Penalty: 4910.738770
	Iteration 13Q: 3 clusters Score -2603316 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2603704.500000 Penalty: 4910.738770
	Iteration 14Q: 3 clusters Score -2603704 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2604173.000000 Penalty: 4910.738770
	Iteration 15Q: 3 clusters Score -2604173 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2604722.250000 Penalty: 4910.738770
	Iteration 16Q: 3 clusters Score -2604722 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2605207.750000 Penalty: 4910.738770
	Iteration 17Q: 3 clusters Score -2605208 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2605539.250000 Penalty: 4910.738770
	Iteration 18Q: 3 clusters Score -2605539 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2605745.750000 Penalty: 4910.738770
	Iteration 19Q: 3 clusters Score -2605746 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2605856.000000 Penalty: 4910.738770
	Iteration 20F: 3 clusters Score -2605856 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2605930.750000 Penalty: 4910.738770
	Iteration 21Q: 3 clusters Score -2605931 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2605966.000000 Penalty: 4910.738770
	Iteration 22Q: 3 clusters Score -2605966 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2605992.750000 Penalty: 4910.738770
	Iteration 23Q: 3 clusters Score -2605993 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2606017.500000 Penalty: 4910.738770
	Iteration 24Q: 3 clusters Score -2606018 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2606037.250000 Penalty: 4910.738770
	Iteration 25Q: 3 clusters Score -2606037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2606040.250000 Penalty: 4910.738770
	Iteration 26Q: 3 clusters Score -2606040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2606041.250000 Penalty: 4910.738770
	Iteration 27Q: 3 clusters Score -2606041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2606047.250000 Penalty: 4910.738770
	Iteration 28Q: 3 clusters Score -2606047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2606051.000000 Penalty: 4910.738770
	Iteration 29Q: 3 clusters Score -2606051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2606056.000000 Penalty: 4910.738770
	Iteration 30Q: 3 clusters Score -2606056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2606067.750000 Penalty: 4910.738770
	Iteration 31Q: 3 clusters Score -2606068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2606081.250000 Penalty: 4910.738770
	Iteration 32Q: 3 clusters Score -2606081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2606092.000000 Penalty: 4910.738770
	Iteration 33Q: 3 clusters Score -2606092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2606100.500000 Penalty: 4910.738770
	Iteration 34Q: 3 clusters Score -2606100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2606100.750000 Penalty: 4910.738770
	Iteration 35Q: 3 clusters Score -2606101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2606111.250000 Penalty: 4910.738770
	Iteration 36Q: 3 clusters Score -2606111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2606118.500000 Penalty: 4910.738770
	Iteration 37Q: 3 clusters Score -2606118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2606128.750000 Penalty: 4910.738770
	Iteration 38Q: 3 clusters Score -2606129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2606134.750000 Penalty: 4910.738770
	Iteration 39Q: 3 clusters Score -2606135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2606134.000000 Penalty: 4910.738770
	Iteration 40F: 3 clusters Score -2606134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2606136.500000 Penalty: 4910.738770
	Iteration 41Q: 3 clusters Score -2606136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2606138.500000 Penalty: 4910.738770
	Iteration 42Q: 3 clusters Score -2606138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2606140.250000 Penalty: 4910.738770
	Iteration 43Q: 3 clusters Score -2606140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2606148.500000 Penalty: 4910.738770
	Iteration 44Q: 3 clusters Score -2606148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2606150.750000 Penalty: 4910.738770
	Iteration 45Q: 3 clusters Score -2606151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2606153.000000 Penalty: 4910.738770
	Iteration 46Q: 3 clusters Score -2606153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2606156.250000 Penalty: 4910.738770
	Iteration 47Q: 3 clusters Score -2606156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2606154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2606160.500000 Penalty: 4910.738770
	Iteration 49Q: 3 clusters Score -2606160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2606168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2606166 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2606168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2606171.000000 Penalty: 4910.738770
	Iteration 53Q: 3 clusters Score -2606171 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2606165 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2606172 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2606172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2606172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2606171.500000 Penalty: 4910.738770
	Iteration 58Q: 3 clusters Score -2606172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2606171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2606175.000000 Penalty: 4910.738770
	Iteration 60F: 3 clusters Score -2606175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2606180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2606189.000000 Penalty: 4910.738770
	Iteration 62Q: 3 clusters Score -2606189 nChanged 49
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Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2606197 nChanged 44
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Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2606200 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2606212.000000 Penalty: 4910.738770
	Iteration 65Q: 3 clusters Score -2606212 nChanged 43
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Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2606217 nChanged 28
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Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2606207.750000 Penalty: 4910.738770
	Iteration 67Q: 3 clusters Score -2606208 nChanged 31
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Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2606215 nChanged 43
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Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2606216.250000 Penalty: 4910.738770
	Iteration 69Q: 3 clusters Score -2606216 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2606219.250000 Penalty: 4910.738770
	Iteration 70Q: 3 clusters Score -2606219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2606229.000000 Penalty: 4910.738770
	Iteration 71Q: 3 clusters Score -2606229 nChanged 47
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Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2606236.500000 Penalty: 4910.738770
	Iteration 72Q: 3 clusters Score -2606236 nChanged 53
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Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2606248 nChanged 60
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Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2606253 nChanged 42
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Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2606263 nChanged 51
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Mstep: Class 1 contains 6962 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2606268 nChanged 59
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Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2606280 nChanged 60
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Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2606284 nChanged 57
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Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2606299 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2606309.000000 Penalty: 4910.738770
	Iteration 81Q: 3 clusters Score -2606309 nChanged 70
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Mstep: Class 1 contains 6680 members 
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Entering Unmasked Estep 
Score: -2606327.500000 Penalty: 4910.738770
	Iteration 82Q: 3 clusters Score -2606328 nChanged 79
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Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2606341.250000 Penalty: 4910.738770
	Iteration 83Q: 3 clusters Score -2606341 nChanged 80
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Mstep: Class 1 contains 6527 members 
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Entering Unmasked Estep 
Score: -2606355.500000 Penalty: 4910.738770
	Iteration 84Q: 3 clusters Score -2606356 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2606375 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2606393.250000 Penalty: 4910.738770
	Iteration 87Q: 3 clusters Score -2606393 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2606402 nChanged 56
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Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2606413 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2606424.500000 Penalty: 4910.738770
	Iteration 90Q: 3 clusters Score -2606424 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2606438.750000 Penalty: 4910.738770
	Iteration 91Q: 3 clusters Score -2606439 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2606450.500000 Penalty: 4910.738770
	Iteration 92Q: 3 clusters Score -2606450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2606459.250000 Penalty: 4910.738770
	Iteration 93Q: 3 clusters Score -2606459 nChanged 58
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Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2606476.250000 Penalty: 4910.738770
	Iteration 94Q: 3 clusters Score -2606476 nChanged 50
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Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2606474 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2606478.000000 Penalty: 4910.738770
	Iteration 96Q: 3 clusters Score -2606478 nChanged 75
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Mstep: Class 1 contains 5746 members 
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Entering Unmasked Estep 
Score: -2606496.000000 Penalty: 4910.738770
	Iteration 97Q: 3 clusters Score -2606496 nChanged 77
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Mstep: Class 1 contains 5675 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2606501 nChanged 81
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Mstep: Class 1 contains 5600 members 
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Entering Unmasked Estep 
Score: -2606525.500000 Penalty: 4910.738770
	Iteration 99Q: 3 clusters Score -2606526 nChanged 103
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Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2606547.500000 Penalty: 4910.738770
	Iteration 100F: 3 clusters Score -2606548 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5430 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2606563 nChanged 109
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Mstep: Class 1 contains 5335 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2606601 nChanged 113
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Mstep: Class 1 contains 5232 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2606623 nChanged 111
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Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2606660 nChanged 120
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Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2606692 nChanged 105
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Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2606707 nChanged 111
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Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2606739.750000 Penalty: 4910.738770
	Iteration 107Q: 3 clusters Score -2606740 nChanged 123
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Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2606787 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2606822.500000 Penalty: 4910.738770
	Iteration 109Q: 3 clusters Score -2606822 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2606878 nChanged 154
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Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2606922 nChanged 132
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Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2606967 nChanged 149
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Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2607021.500000 Penalty: 4910.738770
	Iteration 113Q: 3 clusters Score -2607022 nChanged 149
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Mstep: Class 1 contains 3929 members 
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Entering Unmasked Estep 
Score: -2607071.500000 Penalty: 4910.738770
	Iteration 114Q: 3 clusters Score -2607072 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2607116.750000 Penalty: 4910.738770
	Iteration 115Q: 3 clusters Score -2607117 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2607154.500000 Penalty: 4910.738770
	Iteration 116Q: 3 clusters Score -2607154 nChanged 123
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Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2607199.250000 Penalty: 4910.738770
	Iteration 117Q: 3 clusters Score -2607199 nChanged 113
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Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2607236.250000 Penalty: 4910.738770
	Iteration 118Q: 3 clusters Score -2607236 nChanged 128
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Mstep: Class 1 contains 3335 members 
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Entering Unmasked Estep 
Score: -2607276.500000 Penalty: 4910.738770
	Iteration 119Q: 3 clusters Score -2607276 nChanged 134
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Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2607322.750000 Penalty: 4910.738770
	Iteration 120F: 3 clusters Score -2607323 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2607354.750000 Penalty: 4910.738770
	Iteration 121Q: 3 clusters Score -2607355 nChanged 105
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Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2607386.250000 Penalty: 4910.738770
	Iteration 122Q: 3 clusters Score -2607386 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
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Entering Unmasked Estep 
Score: -2607402.250000 Penalty: 4910.738770
	Iteration 123Q: 3 clusters Score -2607402 nChanged 83
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Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2607426.000000 Penalty: 4910.738770
	Iteration 124Q: 3 clusters Score -2607426 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2607446.250000 Penalty: 4910.738770
	Iteration 125Q: 3 clusters Score -2607446 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2607461.250000 Penalty: 4910.738770
	Iteration 126Q: 3 clusters Score -2607461 nChanged 67
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2607471.750000 Penalty: 4910.738770
	Iteration 127Q: 3 clusters Score -2607472 nChanged 60
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Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2607492.000000 Penalty: 4910.738770
	Iteration 128Q: 3 clusters Score -2607492 nChanged 60
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Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2607501.250000 Penalty: 4910.738770
	Iteration 129Q: 3 clusters Score -2607501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2607526.250000 Penalty: 4910.738770
	Iteration 130Q: 3 clusters Score -2607526 nChanged 51
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Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2607544.500000 Penalty: 4910.738770
	Iteration 131Q: 3 clusters Score -2607544 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2607566.000000 Penalty: 4910.738770
	Iteration 132Q: 3 clusters Score -2607566 nChanged 54
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Mstep: Class 1 contains 2316 members 
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Entering Unmasked Estep 
Score: -2607575.750000 Penalty: 4910.738770
	Iteration 133Q: 3 clusters Score -2607576 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2607587.500000 Penalty: 4910.738770
	Iteration 134Q: 3 clusters Score -2607588 nChanged 42
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Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2607596.750000 Penalty: 4910.738770
	Iteration 135Q: 3 clusters Score -2607597 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2607607.500000 Penalty: 4910.738770
	Iteration 136Q: 3 clusters Score -2607608 nChanged 34
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Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2607608 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2607618.000000 Penalty: 4910.738770
	Iteration 138Q: 3 clusters Score -2607618 nChanged 40
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Mstep: Class 1 contains 2095 members 
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Entering Unmasked Estep 
Score: -2607629.500000 Penalty: 4910.738770
	Iteration 139Q: 3 clusters Score -2607630 nChanged 39
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Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2607640.250000 Penalty: 4910.738770
	Iteration 140F: 3 clusters Score -2607640 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2607648.750000 Penalty: 4910.738770
	Iteration 141Q: 3 clusters Score -2607649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2607653.750000 Penalty: 4910.738770
	Iteration 142Q: 3 clusters Score -2607654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2607667.750000 Penalty: 4910.738770
	Iteration 143Q: 3 clusters Score -2607668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2607670.250000 Penalty: 4910.738770
	Iteration 144Q: 3 clusters Score -2607670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2607675.500000 Penalty: 4910.738770
	Iteration 145Q: 3 clusters Score -2607676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2607685.000000 Penalty: 4910.738770
	Iteration 146Q: 3 clusters Score -2607685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2607687.500000 Penalty: 4910.738770
	Iteration 147Q: 3 clusters Score -2607688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2607702.750000 Penalty: 4910.738770
	Iteration 148Q: 3 clusters Score -2607703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2607706.000000 Penalty: 4910.738770
	Iteration 149Q: 3 clusters Score -2607706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2607709.250000 Penalty: 4910.738770
	Iteration 150Q: 3 clusters Score -2607709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2607720.000000 Penalty: 4910.738770
	Iteration 151Q: 3 clusters Score -2607720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2607723.500000 Penalty: 4910.738770
	Iteration 152Q: 3 clusters Score -2607724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2607730.750000 Penalty: 4910.738770
	Iteration 153Q: 3 clusters Score -2607731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2607728.750000 Penalty: 4910.738770
	Iteration 154Q: 3 clusters Score -2607729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2607735.250000 Penalty: 4910.738770
	Iteration 155Q: 3 clusters Score -2607735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2607738.500000 Penalty: 4910.738770
	Iteration 156Q: 3 clusters Score -2607738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2607742.500000 Penalty: 4910.738770
	Iteration 157Q: 3 clusters Score -2607742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2607750.000000 Penalty: 4910.738770
	Iteration 158Q: 3 clusters Score -2607750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2607756.750000 Penalty: 4910.738770
	Iteration 159Q: 3 clusters Score -2607757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2607761.000000 Penalty: 4910.738770
	Iteration 160F: 3 clusters Score -2607761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2607768.750000 Penalty: 4910.738770
	Iteration 161Q: 3 clusters Score -2607769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2607775.500000 Penalty: 4910.738770
	Iteration 162Q: 3 clusters Score -2607776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2607780.250000 Penalty: 4910.738770
	Iteration 163Q: 3 clusters Score -2607780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2607787.250000 Penalty: 4910.738770
	Iteration 164Q: 3 clusters Score -2607787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2607788.500000 Penalty: 4910.738770
	Iteration 165Q: 3 clusters Score -2607788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2607788.750000 Penalty: 4910.738770
	Iteration 166Q: 3 clusters Score -2607789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2607797.000000 Penalty: 4910.738770
	Iteration 167Q: 3 clusters Score -2607797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2607797.000000 Penalty: 4910.738770
	Iteration 168Q: 3 clusters Score -2607797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2607793.250000 Penalty: 4910.738770
	Iteration 169Q: 3 clusters Score -2607793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2607799.250000 Penalty: 4910.738770
	Iteration 170Q: 3 clusters Score -2607799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2607803.000000 Penalty: 4910.738770
	Iteration 171Q: 3 clusters Score -2607803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2607804.000000 Penalty: 4910.738770
	Iteration 172Q: 3 clusters Score -2607804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2607800.250000 Penalty: 4910.738770
	Iteration 173Q: 3 clusters Score -2607800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2607803.750000 Penalty: 4910.738770
	Iteration 174Q: 3 clusters Score -2607804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2607807.000000 Penalty: 4910.738770
	Iteration 175Q: 3 clusters Score -2607807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2607808.000000 Penalty: 4910.738770
	Iteration 176Q: 3 clusters Score -2607808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2607808.000000 Penalty: 4910.738770
	Iteration 177Q: 3 clusters Score -2607808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2607808.000000 Penalty: 4910.738770
	Iteration 178F: 3 clusters Score -2607808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -685502.000000 Penalty: 2126.386963
	Iteration 0F: 2 clusters Score -685502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -680743.000000 Penalty: 4252.773926
	Iteration 0F: 3 clusters Score -680743 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -681906.625000 Penalty: 4252.773926
	Iteration 1F: 3 clusters Score -681906.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -682128.062500 Penalty: 4252.773926
	Iteration 2F: 3 clusters Score -682128.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -682269.812500 Penalty: 4252.773926
	Iteration 3F: 3 clusters Score -682269.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -682377.187500 Penalty: 4252.773926
	Iteration 4Q: 3 clusters Score -682377.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -682469.562500 Penalty: 4252.773926
	Iteration 5Q: 3 clusters Score -682469.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -682562.875000 Penalty: 4252.773926
	Iteration 6Q: 3 clusters Score -682562.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -682649.312500 Penalty: 4252.773926
	Iteration 7Q: 3 clusters Score -682649.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -682723.687500 Penalty: 4252.773926
	Iteration 8Q: 3 clusters Score -682723.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -682787.750000 Penalty: 4252.773926
	Iteration 9Q: 3 clusters Score -682787.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -682848.187500 Penalty: 4252.773926
	Iteration 10Q: 3 clusters Score -682848.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -682908.125000 Penalty: 4252.773926
	Iteration 11Q: 3 clusters Score -682908.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -682957.437500 Penalty: 4252.773926
	Iteration 12Q: 3 clusters Score -682957.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -682998.000000 Penalty: 4252.773926
	Iteration 13Q: 3 clusters Score -682998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -683033.000000 Penalty: 4252.773926
	Iteration 14Q: 3 clusters Score -683033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -683051.500000 Penalty: 4252.773926
	Iteration 15Q: 3 clusters Score -683051.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -683073.187500 Penalty: 4252.773926
	Iteration 16Q: 3 clusters Score -683073.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -683089.250000 Penalty: 4252.773926
	Iteration 17Q: 3 clusters Score -683089.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -683102.187500 Penalty: 4252.773926
	Iteration 18Q: 3 clusters Score -683102.2 nChanged 32
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: -683111.000000 Penalty: 4252.773926
	Iteration 19Q: 3 clusters Score -683111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -683122.250000 Penalty: 4252.773926
	Iteration 20F: 3 clusters Score -683122.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -683137.937500 Penalty: 4252.773926
	Iteration 21Q: 3 clusters Score -683137.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -683149.312500 Penalty: 4252.773926
	Iteration 22Q: 3 clusters Score -683149.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -683158.125000 Penalty: 4252.773926
	Iteration 23Q: 3 clusters Score -683158.1 nChanged 23
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: -683163.750000 Penalty: 4252.773926
	Iteration 24Q: 3 clusters Score -683163.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -683170.312500 Penalty: 4252.773926
	Iteration 25Q: 3 clusters Score -683170.3 nChanged 19
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: -683174.562500 Penalty: 4252.773926
	Iteration 26Q: 3 clusters Score -683174.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -683179.062500 Penalty: 4252.773926
	Iteration 27Q: 3 clusters Score -683179.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -683181.437500 Penalty: 4252.773926
	Iteration 28Q: 3 clusters Score -683181.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -683184.187500 Penalty: 4252.773926
	Iteration 29Q: 3 clusters Score -683184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -683187.500000 Penalty: 4252.773926
	Iteration 30Q: 3 clusters Score -683187.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -683187.937500 Penalty: 4252.773926
	Iteration 31Q: 3 clusters Score -683187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -683188.812500 Penalty: 4252.773926
	Iteration 32Q: 3 clusters Score -683188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -683188.812500 Penalty: 4252.773926
	Iteration 33F: 3 clusters Score -683188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Entering Unmasked Estep 
Score: -3262670.500000 Penalty: 2515.936035
	Iteration 0F: 2 clusters Score -3262670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3245072.000000 Penalty: 5031.872070
	Iteration 0F: 3 clusters Score -3245072 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3251270.500000 Penalty: 5031.872070
	Iteration 1F: 3 clusters Score -3251270 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3251751.750000 Penalty: 5031.872070
	Iteration 2Q: 3 clusters Score -3251752 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3252250.500000 Penalty: 5031.872070
	Iteration 3Q: 3 clusters Score -3252250 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3252786.000000 Penalty: 5031.872070
	Iteration 4Q: 3 clusters Score -3252786 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3253349.750000 Penalty: 5031.872070
	Iteration 5Q: 3 clusters Score -3253350 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3253956.250000 Penalty: 5031.872070
	Iteration 6Q: 3 clusters Score -3253956 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3254657.500000 Penalty: 5031.872070
	Iteration 7Q: 3 clusters Score -3254658 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3255456.750000 Penalty: 5031.872070
	Iteration 8F: 3 clusters Score -3255457 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3256307.000000 Penalty: 5031.872070
	Iteration 9Q: 3 clusters Score -3256307 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3257072.500000 Penalty: 5031.872070
	Iteration 10Q: 3 clusters Score -3257072 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3257658.000000 Penalty: 5031.872070
	Iteration 11Q: 3 clusters Score -3257658 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3258032.500000 Penalty: 5031.872070
	Iteration 12Q: 3 clusters Score -3258032 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3258259.750000 Penalty: 5031.872070
	Iteration 13Q: 3 clusters Score -3258260 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3258422.750000 Penalty: 5031.872070
	Iteration 14Q: 3 clusters Score -3258423 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3258544.500000 Penalty: 5031.872070
	Iteration 15Q: 3 clusters Score -3258544 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3258659.500000 Penalty: 5031.872070
	Iteration 16Q: 3 clusters Score -3258660 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3258748.500000 Penalty: 5031.872070
	Iteration 17Q: 3 clusters Score -3258748 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -3258827.000000 Penalty: 5031.872070
	Iteration 18Q: 3 clusters Score -3258827 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3258896.000000 Penalty: 5031.872070
	Iteration 19Q: 3 clusters Score -3258896 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3258988.250000 Penalty: 5031.872070
	Iteration 20F: 3 clusters Score -3258988 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3259061.750000 Penalty: 5031.872070
	Iteration 21Q: 3 clusters Score -3259062 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3259157.500000 Penalty: 5031.872070
	Iteration 22Q: 3 clusters Score -3259158 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3259268.500000 Penalty: 5031.872070
	Iteration 23Q: 3 clusters Score -3259268 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3259360.000000 Penalty: 5031.872070
	Iteration 24Q: 3 clusters Score -3259360 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3259482.500000 Penalty: 5031.872070
	Iteration 25Q: 3 clusters Score -3259482 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3259589.000000 Penalty: 5031.872070
	Iteration 26Q: 3 clusters Score -3259589 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3259712.750000 Penalty: 5031.872070
	Iteration 27Q: 3 clusters Score -3259713 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3259842.000000 Penalty: 5031.872070
	Iteration 28Q: 3 clusters Score -3259842 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3259989.500000 Penalty: 5031.872070
	Iteration 29Q: 3 clusters Score -3259990 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3260140.500000 Penalty: 5031.872070
	Iteration 30Q: 3 clusters Score -3260140 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3260309.500000 Penalty: 5031.872070
	Iteration 31Q: 3 clusters Score -3260310 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3260470.000000 Penalty: 5031.872070
	Iteration 32Q: 3 clusters Score -3260470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3260607.000000 Penalty: 5031.872070
	Iteration 33Q: 3 clusters Score -3260607 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3260731.000000 Penalty: 5031.872070
	Iteration 34Q: 3 clusters Score -3260731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3260818.750000 Penalty: 5031.872070
	Iteration 35Q: 3 clusters Score -3260819 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3260861.250000 Penalty: 5031.872070
	Iteration 36Q: 3 clusters Score -3260861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3260912.750000 Penalty: 5031.872070
	Iteration 37Q: 3 clusters Score -3260913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3260936.000000 Penalty: 5031.872070
	Iteration 38Q: 3 clusters Score -3260936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3260951.000000 Penalty: 5031.872070
	Iteration 39Q: 3 clusters Score -3260951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3260957.500000 Penalty: 5031.872070
	Iteration 40F: 3 clusters Score -3260958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3260970.500000 Penalty: 5031.872070
	Iteration 41Q: 3 clusters Score -3260970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3260979.750000 Penalty: 5031.872070
	Iteration 42Q: 3 clusters Score -3260980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3260985.000000 Penalty: 5031.872070
	Iteration 43Q: 3 clusters Score -3260985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3260983.500000 Penalty: 5031.872070
	Iteration 44Q: 3 clusters Score -3260984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3260990.500000 Penalty: 5031.872070
	Iteration 45Q: 3 clusters Score -3260990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3261002.000000 Penalty: 5031.872070
	Iteration 46Q: 3 clusters Score -3261002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3260998.750000 Penalty: 5031.872070
	Iteration 47Q: 3 clusters Score -3260999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3260999.250000 Penalty: 5031.872070
	Iteration 48Q: 3 clusters Score -3260999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3260999.750000 Penalty: 5031.872070
	Iteration 49Q: 3 clusters Score -3261000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3260997.750000 Penalty: 5031.872070
	Iteration 50Q: 3 clusters Score -3260998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3260998.750000 Penalty: 5031.872070
	Iteration 51Q: 3 clusters Score -3260999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3260998.000000 Penalty: 5031.872070
	Iteration 52Q: 3 clusters Score -3260998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3260997.250000 Penalty: 5031.872070
	Iteration 53Q: 3 clusters Score -3260997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3260994.250000 Penalty: 5031.872070
	Iteration 54Q: 3 clusters Score -3260994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3260998.000000 Penalty: 5031.872070
	Iteration 55Q: 3 clusters Score -3260998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3260998.000000 Penalty: 5031.872070
	Iteration 56F: 3 clusters Score -3260998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Entering Unmasked Estep 
Score: -2799393.500000 Penalty: 2475.587158
	Iteration 0F: 2 clusters Score -2799394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2784259.000000 Penalty: 4951.174316
	Iteration 0F: 3 clusters Score -2784259 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2789282.500000 Penalty: 4951.174316
	Iteration 1F: 3 clusters Score -2789282 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2789752.000000 Penalty: 4951.174316
	Iteration 2F: 3 clusters Score -2789752 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2790162.000000 Penalty: 4951.174316
	Iteration 3Q: 3 clusters Score -2790162 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2790619.500000 Penalty: 4951.174316
	Iteration 4Q: 3 clusters Score -2790620 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2791073.000000 Penalty: 4951.174316
	Iteration 5Q: 3 clusters Score -2791073 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2791578.500000 Penalty: 4951.174316
	Iteration 6Q: 3 clusters Score -2791578 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2792184.500000 Penalty: 4951.174316
	Iteration 7Q: 3 clusters Score -2792184 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2792987.500000 Penalty: 4951.174316
	Iteration 8F: 3 clusters Score -2792988 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2793892.500000 Penalty: 4951.174316
	Iteration 9F: 3 clusters Score -2793892 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2794862.500000 Penalty: 4951.174316
	Iteration 10F: 3 clusters Score -2794862 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2795701.000000 Penalty: 4951.174316
	Iteration 11F: 3 clusters Score -2795701 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2796446.750000 Penalty: 4951.174316
	Iteration 12Q: 3 clusters Score -2796447 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2797043.750000 Penalty: 4951.174316
	Iteration 13Q: 3 clusters Score -2797044 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2797567.750000 Penalty: 4951.174316
	Iteration 14Q: 3 clusters Score -2797568 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2798072.000000 Penalty: 4951.174316
	Iteration 15Q: 3 clusters Score -2798072 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2798503.000000 Penalty: 4951.174316
	Iteration 16Q: 3 clusters Score -2798503 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2798927.750000 Penalty: 4951.174316
	Iteration 17Q: 3 clusters Score -2798928 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2799217.000000 Penalty: 4951.174316
	Iteration 18Q: 3 clusters Score -2799217 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2799413.000000 Penalty: 4951.174316
	Iteration 19Q: 3 clusters Score -2799413 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2799568.250000 Penalty: 4951.174316
	Iteration 20F: 3 clusters Score -2799568 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2799664.250000 Penalty: 4951.174316
	Iteration 21Q: 3 clusters Score -2799664 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2799726.750000 Penalty: 4951.174316
	Iteration 22Q: 3 clusters Score -2799727 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2799793.000000 Penalty: 4951.174316
	Iteration 23Q: 3 clusters Score -2799793 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2799834.750000 Penalty: 4951.174316
	Iteration 24Q: 3 clusters Score -2799835 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2799867.750000 Penalty: 4951.174316
	Iteration 25Q: 3 clusters Score -2799868 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2799885.750000 Penalty: 4951.174316
	Iteration 26Q: 3 clusters Score -2799886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2799903.000000 Penalty: 4951.174316
	Iteration 27Q: 3 clusters Score -2799903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2799908.750000 Penalty: 4951.174316
	Iteration 28Q: 3 clusters Score -2799909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2799916.750000 Penalty: 4951.174316
	Iteration 29Q: 3 clusters Score -2799917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2799911.500000 Penalty: 4951.174316
	Iteration 30Q: 3 clusters Score -2799912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2799927.500000 Penalty: 4951.174316
	Iteration 31Q: 3 clusters Score -2799928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2799931.750000 Penalty: 4951.174316
	Iteration 32Q: 3 clusters Score -2799932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2799931.000000 Penalty: 4951.174316
	Iteration 33Q: 3 clusters Score -2799931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2799928.250000 Penalty: 4951.174316
	Iteration 34Q: 3 clusters Score -2799928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2799923.750000 Penalty: 4951.174316
	Iteration 35Q: 3 clusters Score -2799924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2799921.000000 Penalty: 4951.174316
	Iteration 36Q: 3 clusters Score -2799921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2799924.000000 Penalty: 4951.174316
	Iteration 37Q: 3 clusters Score -2799924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2799926.250000 Penalty: 4951.174316
	Iteration 38Q: 3 clusters Score -2799926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2799922.250000 Penalty: 4951.174316
	Iteration 39Q: 3 clusters Score -2799922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2799924.250000 Penalty: 4951.174316
	Iteration 40F: 3 clusters Score -2799924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2799925.000000 Penalty: 4951.174316
	Iteration 41Q: 3 clusters Score -2799925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2799925.500000 Penalty: 4951.174316
	Iteration 42Q: 3 clusters Score -2799926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2799926.250000 Penalty: 4951.174316
	Iteration 43Q: 3 clusters Score -2799926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2799925.750000 Penalty: 4951.174316
	Iteration 44Q: 3 clusters Score -2799926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2799926.000000 Penalty: 4951.174316
	Iteration 45Q: 3 clusters Score -2799926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2799927.750000 Penalty: 4951.174316
	Iteration 46Q: 3 clusters Score -2799928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2799929.250000 Penalty: 4951.174316
	Iteration 47Q: 3 clusters Score -2799929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2799925.750000 Penalty: 4951.174316
	Iteration 48Q: 3 clusters Score -2799926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2799926.500000 Penalty: 4951.174316
	Iteration 49Q: 3 clusters Score -2799926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2799928.000000 Penalty: 4951.174316
	Iteration 50Q: 3 clusters Score -2799928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2799928.000000 Penalty: 4951.174316
	Iteration 51Q: 3 clusters Score -2799928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2799928.000000 Penalty: 4951.174316
	Iteration 52F: 3 clusters Score -2799928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 7152 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11374 members 
Mstep: Class 8 contains 12709 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7835 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9785 members 
Mstep: Class 15 contains 43022 members 
Mstep: Class 16 contains 144151 members 
Mstep: Class 17 contains 19944 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 25461 members 
Mstep: Class 20 contains 16473 members 
Mstep: Class 21 contains 5165 members 
Entering Unmasked Estep 
Score: -42891112.000000 Penalty: 66272.132812
Splitting cluster 20 changes total score from -42891392.000000 to -42891112.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 7152 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11374 members 
Mstep: Class 8 contains 12709 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7835 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9785 members 
Mstep: Class 15 contains 43022 members 
Mstep: Class 16 contains 144151 members 
Mstep: Class 17 contains 19944 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 25461 members 
Mstep: Class 20 contains 21638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891464.000000 Penalty: 63116.312500
Iteration 159Q: 21 clusters Score -4.289146e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 7756 members 
Mstep: Class 5 contains 7142 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7827 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9785 members 
Mstep: Class 15 contains 43021 members 
Mstep: Class 16 contains 144150 members 
Mstep: Class 17 contains 19945 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 25469 members 
Mstep: Class 20 contains 21635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891420.000000 Penalty: 63116.312500
Iteration 160F: 21 clusters Score -4.289142e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 7785 members 
Mstep: Class 5 contains 7135 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11345 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 7815 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9786 members 
Mstep: Class 15 contains 43019 members 
Mstep: Class 16 contains 144145 members 
Mstep: Class 17 contains 19950 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 25482 members 
Mstep: Class 20 contains 21629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891424.000000 Penalty: 63116.312500
Iteration 161Q: 21 clusters Score -4.289142e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 7808 members 
Mstep: Class 5 contains 7130 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11330 members 
Mstep: Class 8 contains 12714 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 7803 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 43011 members 
Mstep: Class 16 contains 144132 members 
Mstep: Class 17 contains 19958 members 
Mstep: Class 18 contains 5289 members 
Mstep: Class 19 contains 25503 members 
Mstep: Class 20 contains 21625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891396.000000 Penalty: 63116.312500
Iteration 162Q: 21 clusters Score -4.28914e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 2778 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 7122 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11308 members 
Mstep: Class 8 contains 12718 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 10 contains 7782 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9794 members 
Mstep: Class 15 contains 43009 members 
Mstep: Class 16 contains 144132 members 
Mstep: Class 17 contains 19960 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 25523 members 
Mstep: Class 20 contains 21620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891392.000000 Penalty: 63116.312500
Iteration 163Q: 21 clusters Score -4.289139e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 2783 members 
Mstep: Class 4 contains 7840 members 
Mstep: Class 5 contains 7115 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11289 members 
Mstep: Class 8 contains 12718 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 10 contains 7764 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 43004 members 
Mstep: Class 16 contains 144129 members 
Mstep: Class 17 contains 19970 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 25549 members 
Mstep: Class 20 contains 21615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891504.000000 Penalty: 63116.312500
Iteration 164Q: 21 clusters Score -4.28915e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11271 members 
Mstep: Class 8 contains 12718 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 10 contains 7750 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 43000 members 
Mstep: Class 16 contains 144124 members 
Mstep: Class 17 contains 19979 members 
Mstep: Class 18 contains 5285 members 
Mstep: Class 19 contains 25562 members 
Mstep: Class 20 contains 21609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891540.000000 Penalty: 63116.312500
Iteration 165Q: 21 clusters Score -4.289154e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 7911 members 
Mstep: Class 5 contains 7099 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11254 members 
Mstep: Class 8 contains 12718 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 10 contains 7733 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42995 members 
Mstep: Class 16 contains 144120 members 
Mstep: Class 17 contains 19979 members 
Mstep: Class 18 contains 5284 members 
Mstep: Class 19 contains 25567 members 
Mstep: Class 20 contains 21605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891548.000000 Penalty: 63116.312500
Iteration 166Q: 21 clusters Score -4.289155e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 7949 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11235 members 
Mstep: Class 8 contains 12723 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 10 contains 7723 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 42985 members 
Mstep: Class 16 contains 144104 members 
Mstep: Class 17 contains 19979 members 
Mstep: Class 18 contains 5283 members 
Mstep: Class 19 contains 25586 members 
Mstep: Class 20 contains 21602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891552.000000 Penalty: 63116.312500
Iteration 167Q: 21 clusters Score -4.289155e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 7090 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11221 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 7711 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9812 members 
Mstep: Class 15 contains 42979 members 
Mstep: Class 16 contains 144100 members 
Mstep: Class 17 contains 19985 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 25588 members 
Mstep: Class 20 contains 21596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891556.000000 Penalty: 63116.312500
Iteration 168Q: 21 clusters Score -4.289156e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 7079 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11208 members 
Mstep: Class 8 contains 12728 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9812 members 
Mstep: Class 15 contains 42973 members 
Mstep: Class 16 contains 144083 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 25591 members 
Mstep: Class 20 contains 21595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891556.000000 Penalty: 63116.312500
Iteration 169Q: 21 clusters Score -4.289156e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 7070 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11195 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 3740 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9812 members 
Mstep: Class 15 contains 42968 members 
Mstep: Class 16 contains 144083 members 
Mstep: Class 17 contains 19992 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 25568 members 
Mstep: Class 20 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891608.000000 Penalty: 63116.312500
Iteration 170Q: 21 clusters Score -4.289161e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 8114 members 
Mstep: Class 5 contains 7066 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11186 members 
Mstep: Class 8 contains 12729 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9813 members 
Mstep: Class 15 contains 42964 members 
Mstep: Class 16 contains 144078 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 25553 members 
Mstep: Class 20 contains 21588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891596.000000 Penalty: 63116.312500
Iteration 171Q: 21 clusters Score -4.28916e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 8146 members 
Mstep: Class 5 contains 7062 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 7689 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9813 members 
Mstep: Class 15 contains 42954 members 
Mstep: Class 16 contains 144079 members 
Mstep: Class 17 contains 20001 members 
Mstep: Class 18 contains 5277 members 
Mstep: Class 19 contains 25542 members 
Mstep: Class 20 contains 21586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891584.000000 Penalty: 63116.312500
Iteration 172Q: 21 clusters Score -4.289158e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 2813 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 7051 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11155 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9813 members 
Mstep: Class 15 contains 42947 members 
Mstep: Class 16 contains 144080 members 
Mstep: Class 17 contains 20008 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 25525 members 
Mstep: Class 20 contains 21584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891552.000000 Penalty: 63116.312500
Iteration 173Q: 21 clusters Score -4.289155e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 8237 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11133 members 
Mstep: Class 8 contains 12733 members 
Mstep: Class 9 contains 3747 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9814 members 
Mstep: Class 15 contains 42947 members 
Mstep: Class 16 contains 144076 members 
Mstep: Class 17 contains 20005 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 25504 members 
Mstep: Class 20 contains 21585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891600.000000 Penalty: 63116.312500
Iteration 174Q: 21 clusters Score -4.28916e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 8282 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12734 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 7682 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9814 members 
Mstep: Class 15 contains 42946 members 
Mstep: Class 16 contains 144075 members 
Mstep: Class 17 contains 20005 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 25485 members 
Mstep: Class 20 contains 21583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891660.000000 Penalty: 63116.312500
Iteration 175Q: 21 clusters Score -4.289166e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 8310 members 
Mstep: Class 5 contains 7045 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11096 members 
Mstep: Class 8 contains 12735 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 7676 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9814 members 
Mstep: Class 15 contains 42943 members 
Mstep: Class 16 contains 144082 members 
Mstep: Class 17 contains 20007 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 25468 members 
Mstep: Class 20 contains 21583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891736.000000 Penalty: 63116.312500
Iteration 176Q: 21 clusters Score -4.289174e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 2827 members 
Mstep: Class 4 contains 8342 members 
Mstep: Class 5 contains 7040 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11082 members 
Mstep: Class 8 contains 12736 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9814 members 
Mstep: Class 15 contains 42942 members 
Mstep: Class 16 contains 144089 members 
Mstep: Class 17 contains 20015 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 25446 members 
Mstep: Class 20 contains 21581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891720.000000 Penalty: 63116.312500
Iteration 177Q: 21 clusters Score -4.289172e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 2833 members 
Mstep: Class 4 contains 8380 members 
Mstep: Class 5 contains 7042 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 12736 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 6156 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9814 members 
Mstep: Class 15 contains 42941 members 
Mstep: Class 16 contains 144083 members 
Mstep: Class 17 contains 20013 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 25424 members 
Mstep: Class 20 contains 21582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891716.000000 Penalty: 63116.312500
Iteration 178Q: 21 clusters Score -4.289172e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 7042 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 12737 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 7657 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9814 members 
Mstep: Class 15 contains 42940 members 
Mstep: Class 16 contains 144085 members 
Mstep: Class 17 contains 20014 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 25411 members 
Mstep: Class 20 contains 21580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891724.000000 Penalty: 63116.312500
Iteration 179Q: 21 clusters Score -4.289172e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 8465 members 
Mstep: Class 5 contains 7032 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9815 members 
Mstep: Class 15 contains 42942 members 
Mstep: Class 16 contains 144092 members 
Mstep: Class 17 contains 20010 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 25393 members 
Mstep: Class 20 contains 21578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891816.000000 Penalty: 63116.312500
Iteration 180F: 21 clusters Score -4.289182e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 8518 members 
Mstep: Class 5 contains 7024 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11026 members 
Mstep: Class 8 contains 12739 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 7651 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 42942 members 
Mstep: Class 16 contains 144105 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 25361 members 
Mstep: Class 20 contains 21577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891808.000000 Penalty: 63116.312500
Iteration 181Q: 21 clusters Score -4.289181e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 8555 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9815 members 
Mstep: Class 15 contains 42944 members 
Mstep: Class 16 contains 144103 members 
Mstep: Class 17 contains 20020 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 25338 members 
Mstep: Class 20 contains 21577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891852.000000 Penalty: 63116.312500
Iteration 182Q: 21 clusters Score -4.289185e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2845 members 
Mstep: Class 4 contains 8595 members 
Mstep: Class 5 contains 7011 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 11005 members 
Mstep: Class 8 contains 12739 members 
Mstep: Class 9 contains 3749 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9815 members 
Mstep: Class 15 contains 42942 members 
Mstep: Class 16 contains 144111 members 
Mstep: Class 17 contains 20024 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 25309 members 
Mstep: Class 20 contains 21572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891876.000000 Penalty: 63116.312500
Iteration 183Q: 21 clusters Score -4.289188e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 8628 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10995 members 
Mstep: Class 8 contains 12740 members 
Mstep: Class 9 contains 3752 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 42934 members 
Mstep: Class 16 contains 144121 members 
Mstep: Class 17 contains 20026 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 25290 members 
Mstep: Class 20 contains 21570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891916.000000 Penalty: 63116.312500
Iteration 184Q: 21 clusters Score -4.289192e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 8662 members 
Mstep: Class 5 contains 6999 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10984 members 
Mstep: Class 8 contains 12740 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 42926 members 
Mstep: Class 16 contains 144125 members 
Mstep: Class 17 contains 20030 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 25266 members 
Mstep: Class 20 contains 21567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891844.000000 Penalty: 63116.312500
Iteration 185Q: 21 clusters Score -4.289184e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 8690 members 
Mstep: Class 5 contains 6993 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 12741 members 
Mstep: Class 9 contains 3756 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 42923 members 
Mstep: Class 16 contains 144139 members 
Mstep: Class 17 contains 20031 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 25239 members 
Mstep: Class 20 contains 21569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891804.000000 Penalty: 63116.312500
Iteration 186Q: 21 clusters Score -4.28918e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 8728 members 
Mstep: Class 5 contains 6988 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10971 members 
Mstep: Class 8 contains 12742 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 6140 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 42920 members 
Mstep: Class 16 contains 144143 members 
Mstep: Class 17 contains 20035 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 25208 members 
Mstep: Class 20 contains 21567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891824.000000 Penalty: 63116.312500
Iteration 187Q: 21 clusters Score -4.289182e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 8759 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10965 members 
Mstep: Class 8 contains 12742 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 42915 members 
Mstep: Class 16 contains 144152 members 
Mstep: Class 17 contains 20042 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 25189 members 
Mstep: Class 20 contains 21570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891880.000000 Penalty: 63116.312500
Iteration 188Q: 21 clusters Score -4.289188e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 8793 members 
Mstep: Class 5 contains 6972 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10957 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 42910 members 
Mstep: Class 16 contains 144160 members 
Mstep: Class 17 contains 20043 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 21570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891928.000000 Penalty: 63116.312500
Iteration 189Q: 21 clusters Score -4.289193e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 6966 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10951 members 
Mstep: Class 8 contains 12745 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 7619 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9818 members 
Mstep: Class 15 contains 42910 members 
Mstep: Class 16 contains 144162 members 
Mstep: Class 17 contains 20039 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 25153 members 
Mstep: Class 20 contains 21571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891940.000000 Penalty: 63116.312500
Iteration 190Q: 21 clusters Score -4.289194e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 8874 members 
Mstep: Class 5 contains 6960 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10945 members 
Mstep: Class 8 contains 12748 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 7615 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 42909 members 
Mstep: Class 16 contains 144175 members 
Mstep: Class 17 contains 20037 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 25114 members 
Mstep: Class 20 contains 21569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892044.000000 Penalty: 63116.312500
Iteration 191Q: 21 clusters Score -4.289204e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 6946 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 12750 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 6124 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42908 members 
Mstep: Class 16 contains 144185 members 
Mstep: Class 17 contains 20041 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 25088 members 
Mstep: Class 20 contains 21567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892012.000000 Penalty: 63116.312500
Iteration 192Q: 21 clusters Score -4.289201e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 8939 members 
Mstep: Class 5 contains 6939 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10933 members 
Mstep: Class 8 contains 12751 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 7607 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42908 members 
Mstep: Class 16 contains 144208 members 
Mstep: Class 17 contains 20046 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 25053 members 
Mstep: Class 20 contains 21568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892008.000000 Penalty: 63116.312500
Iteration 193Q: 21 clusters Score -4.289201e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 8974 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10925 members 
Mstep: Class 8 contains 12751 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 144225 members 
Mstep: Class 17 contains 20056 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 25014 members 
Mstep: Class 20 contains 21565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892024.000000 Penalty: 63116.312500
Iteration 194Q: 21 clusters Score -4.289202e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 9008 members 
Mstep: Class 5 contains 6923 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10915 members 
Mstep: Class 8 contains 12752 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 144250 members 
Mstep: Class 17 contains 20053 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 24974 members 
Mstep: Class 20 contains 21567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892020.000000 Penalty: 63116.312500
Iteration 195Q: 21 clusters Score -4.289202e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 2864 members 
Mstep: Class 4 contains 9046 members 
Mstep: Class 5 contains 6913 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10904 members 
Mstep: Class 8 contains 12756 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 7599 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 144268 members 
Mstep: Class 17 contains 20057 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 24938 members 
Mstep: Class 20 contains 21568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892080.000000 Penalty: 63116.312500
Iteration 196Q: 21 clusters Score -4.289208e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 9080 members 
Mstep: Class 5 contains 6900 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10884 members 
Mstep: Class 8 contains 12754 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 144278 members 
Mstep: Class 17 contains 20063 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 24925 members 
Mstep: Class 20 contains 21568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892008.000000 Penalty: 63116.312500
Iteration 197Q: 21 clusters Score -4.289201e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 6889 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10869 members 
Mstep: Class 8 contains 12754 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 7596 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 144297 members 
Mstep: Class 17 contains 20066 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 24903 members 
Mstep: Class 20 contains 21566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892028.000000 Penalty: 63116.312500
Iteration 198Q: 21 clusters Score -4.289203e+07 nChanged 107
Entering ConstructFrom: 
Score: -42892028.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -21556.324219 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -21556.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20515.343750 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -20515.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20655.796875 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -20655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20681.468750 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -20681.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20703.734375 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -20703.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20703.734375 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -20703.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -350086.406250 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -350086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -346991.218750 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -346991.2 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -347580.750000 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -347580.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -347692.625000 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -347692.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -347749.750000 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -347749.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -347792.781250 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -347792.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -347824.312500 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -347824.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -347838.093750 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -347838.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -347853.468750 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -347853.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -347863.625000 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -347863.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -347873.562500 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -347873.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -347884.031250 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -347884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -347892.500000 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -347892.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -347897.281250 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -347897.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -347902.593750 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -347902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -347910.468750 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -347910.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -347918.218750 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -347918.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -347926.375000 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -347926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -347929.875000 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -347929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -347932.406250 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -347932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -347933.718750 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -347933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -347934.968750 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -347935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -347935.218750 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -347935.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -347935.218750 Penalty: 3919.817139
	Iteration 22F: 3 clusters Score -347935.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -354508.406250 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -354508.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -351303.343750 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -351303.3 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -351952.343750 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -351952.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -352090.750000 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -352090.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -352170.218750 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -352170.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -352220.437500 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -352220.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -352260.531250 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -352260.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -352298.656250 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -352298.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -352324.468750 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -352324.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -352343.406250 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -352343.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -352356.625000 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -352356.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -352368.218750 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -352368.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -352380.375000 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -352380.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -352393.718750 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -352393.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -352407.875000 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -352407.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -352413.718750 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -352413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -352419.781250 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -352419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -352424.843750 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -352424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -352427.750000 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -352427.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -352432.156250 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -352432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -352435.156250 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -352435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -352438.875000 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -352438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -352440.656250 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -352440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -352442.187500 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -352442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -352442.968750 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -352443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -352443.062500 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -352443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -352443.062500 Penalty: 3947.107178
	Iteration 25F: 3 clusters Score -352443.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Entering Unmasked Estep 
Score: -1136075.250000 Penalty: 2262.134277
	Iteration 0F: 2 clusters Score -1136075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1128914.250000 Penalty: 4524.268555
	Iteration 0F: 3 clusters Score -1128914 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1130968.125000 Penalty: 4524.268555
	Iteration 1F: 3 clusters Score -1130968 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1131256.500000 Penalty: 4524.268555
	Iteration 2F: 3 clusters Score -1131256 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1131461.500000 Penalty: 4524.268555
	Iteration 3F: 3 clusters Score -1131462 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1131604.125000 Penalty: 4524.268555
	Iteration 4Q: 3 clusters Score -1131604 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1131731.625000 Penalty: 4524.268555
	Iteration 5Q: 3 clusters Score -1131732 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1131842.875000 Penalty: 4524.268555
	Iteration 6Q: 3 clusters Score -1131843 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1131939.625000 Penalty: 4524.268555
	Iteration 7Q: 3 clusters Score -1131940 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1132033.000000 Penalty: 4524.268555
	Iteration 8Q: 3 clusters Score -1132033 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1132111.750000 Penalty: 4524.268555
	Iteration 9Q: 3 clusters Score -1132112 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1132178.000000 Penalty: 4524.268555
	Iteration 10Q: 3 clusters Score -1132178 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1132230.250000 Penalty: 4524.268555
	Iteration 11Q: 3 clusters Score -1132230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1132279.250000 Penalty: 4524.268555
	Iteration 12Q: 3 clusters Score -1132279 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1132339.500000 Penalty: 4524.268555
	Iteration 13Q: 3 clusters Score -1132340 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1132419.000000 Penalty: 4524.268555
	Iteration 14Q: 3 clusters Score -1132419 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1132507.000000 Penalty: 4524.268555
	Iteration 15Q: 3 clusters Score -1132507 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1132608.000000 Penalty: 4524.268555
	Iteration 16Q: 3 clusters Score -1132608 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1132724.125000 Penalty: 4524.268555
	Iteration 17Q: 3 clusters Score -1132724 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1132856.375000 Penalty: 4524.268555
	Iteration 18Q: 3 clusters Score -1132856 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1133004.125000 Penalty: 4524.268555
	Iteration 19Q: 3 clusters Score -1133004 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1133157.125000 Penalty: 4524.268555
	Iteration 20F: 3 clusters Score -1133157 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1133319.125000 Penalty: 4524.268555
	Iteration 21Q: 3 clusters Score -1133319 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1133456.375000 Penalty: 4524.268555
	Iteration 22Q: 3 clusters Score -1133456 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1133567.875000 Penalty: 4524.268555
	Iteration 23Q: 3 clusters Score -1133568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1133653.875000 Penalty: 4524.268555
	Iteration 24Q: 3 clusters Score -1133654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1133718.625000 Penalty: 4524.268555
	Iteration 25Q: 3 clusters Score -1133719 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1133765.375000 Penalty: 4524.268555
	Iteration 26Q: 3 clusters Score -1133765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1133800.375000 Penalty: 4524.268555
	Iteration 27Q: 3 clusters Score -1133800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1133830.375000 Penalty: 4524.268555
	Iteration 28Q: 3 clusters Score -1133830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1133852.375000 Penalty: 4524.268555
	Iteration 29Q: 3 clusters Score -1133852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1133877.625000 Penalty: 4524.268555
	Iteration 30Q: 3 clusters Score -1133878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1133893.375000 Penalty: 4524.268555
	Iteration 31Q: 3 clusters Score -1133893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1133906.500000 Penalty: 4524.268555
	Iteration 32Q: 3 clusters Score -1133906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1133919.250000 Penalty: 4524.268555
	Iteration 33Q: 3 clusters Score -1133919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1133931.250000 Penalty: 4524.268555
	Iteration 34Q: 3 clusters Score -1133931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1133944.250000 Penalty: 4524.268555
	Iteration 35Q: 3 clusters Score -1133944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1133953.375000 Penalty: 4524.268555
	Iteration 36Q: 3 clusters Score -1133953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1133960.875000 Penalty: 4524.268555
	Iteration 37Q: 3 clusters Score -1133961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1133965.625000 Penalty: 4524.268555
	Iteration 38Q: 3 clusters Score -1133966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1133974.125000 Penalty: 4524.268555
	Iteration 39Q: 3 clusters Score -1133974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1133976.875000 Penalty: 4524.268555
	Iteration 40F: 3 clusters Score -1133977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1133978.625000 Penalty: 4524.268555
	Iteration 41Q: 3 clusters Score -1133979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1133979.250000 Penalty: 4524.268555
	Iteration 42Q: 3 clusters Score -1133979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1133982.250000 Penalty: 4524.268555
	Iteration 43Q: 3 clusters Score -1133982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1133984.625000 Penalty: 4524.268555
	Iteration 44Q: 3 clusters Score -1133985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1133984.125000 Penalty: 4524.268555
	Iteration 45Q: 3 clusters Score -1133984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1133988.875000 Penalty: 4524.268555
	Iteration 46Q: 3 clusters Score -1133989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1133992.375000 Penalty: 4524.268555
	Iteration 47Q: 3 clusters Score -1133992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1133995.875000 Penalty: 4524.268555
	Iteration 48Q: 3 clusters Score -1133996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1133998.625000 Penalty: 4524.268555
	Iteration 49Q: 3 clusters Score -1133999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1133999.500000 Penalty: 4524.268555
	Iteration 50Q: 3 clusters Score -1134000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1134003.000000 Penalty: 4524.268555
	Iteration 51Q: 3 clusters Score -1134003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1134005.625000 Penalty: 4524.268555
	Iteration 52Q: 3 clusters Score -1134006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1134005.750000 Penalty: 4524.268555
	Iteration 53Q: 3 clusters Score -1134006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1134012.500000 Penalty: 4524.268555
	Iteration 54Q: 3 clusters Score -1134012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1134012.750000 Penalty: 4524.268555
	Iteration 55Q: 3 clusters Score -1134013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1134014.500000 Penalty: 4524.268555
	Iteration 56Q: 3 clusters Score -1134014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1134016.500000 Penalty: 4524.268555
	Iteration 57Q: 3 clusters Score -1134016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1134017.375000 Penalty: 4524.268555
	Iteration 58Q: 3 clusters Score -1134017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1134018.125000 Penalty: 4524.268555
	Iteration 59Q: 3 clusters Score -1134018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1134020.500000 Penalty: 4524.268555
	Iteration 60F: 3 clusters Score -1134020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1134019.750000 Penalty: 4524.268555
	Iteration 61Q: 3 clusters Score -1134020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1134019.750000 Penalty: 4524.268555
	Iteration 62F: 3 clusters Score -1134020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Entering Unmasked Estep 
Score: -827109.500000 Penalty: 2191.348633
	Iteration 0F: 2 clusters Score -827109.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -821423.500000 Penalty: 4382.697266
	Iteration 0F: 3 clusters Score -821423.5 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -822974.000000 Penalty: 4382.697266
	Iteration 1F: 3 clusters Score -822974 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -823317.500000 Penalty: 4382.697266
	Iteration 2F: 3 clusters Score -823317.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -823609.625000 Penalty: 4382.697266
	Iteration 3F: 3 clusters Score -823609.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -823849.562500 Penalty: 4382.697266
	Iteration 4F: 3 clusters Score -823849.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -824085.937500 Penalty: 4382.697266
	Iteration 5Q: 3 clusters Score -824085.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -824279.562500 Penalty: 4382.697266
	Iteration 6Q: 3 clusters Score -824279.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -824439.500000 Penalty: 4382.697266
	Iteration 7Q: 3 clusters Score -824439.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -824573.875000 Penalty: 4382.697266
	Iteration 8Q: 3 clusters Score -824573.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -824664.437500 Penalty: 4382.697266
	Iteration 9Q: 3 clusters Score -824664.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -824734.062500 Penalty: 4382.697266
	Iteration 10Q: 3 clusters Score -824734.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -824780.812500 Penalty: 4382.697266
	Iteration 11Q: 3 clusters Score -824780.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -824816.437500 Penalty: 4382.697266
	Iteration 12Q: 3 clusters Score -824816.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -824842.687500 Penalty: 4382.697266
	Iteration 13Q: 3 clusters Score -824842.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -824872.937500 Penalty: 4382.697266
	Iteration 14Q: 3 clusters Score -824872.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -824898.062500 Penalty: 4382.697266
	Iteration 15Q: 3 clusters Score -824898.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -824925.750000 Penalty: 4382.697266
	Iteration 16Q: 3 clusters Score -824925.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -824953.625000 Penalty: 4382.697266
	Iteration 17Q: 3 clusters Score -824953.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -824981.312500 Penalty: 4382.697266
	Iteration 18Q: 3 clusters Score -824981.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -825001.062500 Penalty: 4382.697266
	Iteration 19Q: 3 clusters Score -825001.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -825014.500000 Penalty: 4382.697266
	Iteration 20F: 3 clusters Score -825014.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -825024.125000 Penalty: 4382.697266
	Iteration 21Q: 3 clusters Score -825024.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -825032.687500 Penalty: 4382.697266
	Iteration 22Q: 3 clusters Score -825032.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -825043.125000 Penalty: 4382.697266
	Iteration 23Q: 3 clusters Score -825043.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -825050.750000 Penalty: 4382.697266
	Iteration 24Q: 3 clusters Score -825050.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -825061.687500 Penalty: 4382.697266
	Iteration 25Q: 3 clusters Score -825061.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -825069.125000 Penalty: 4382.697266
	Iteration 26Q: 3 clusters Score -825069.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -825075.750000 Penalty: 4382.697266
	Iteration 27Q: 3 clusters Score -825075.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -825082.312500 Penalty: 4382.697266
	Iteration 28Q: 3 clusters Score -825082.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -825088.500000 Penalty: 4382.697266
	Iteration 29Q: 3 clusters Score -825088.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -825094.500000 Penalty: 4382.697266
	Iteration 30Q: 3 clusters Score -825094.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -825098.062500 Penalty: 4382.697266
	Iteration 31Q: 3 clusters Score -825098.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -825100.750000 Penalty: 4382.697266
	Iteration 32Q: 3 clusters Score -825100.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -825103.937500 Penalty: 4382.697266
	Iteration 33Q: 3 clusters Score -825103.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -825107.375000 Penalty: 4382.697266
	Iteration 34Q: 3 clusters Score -825107.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -825112.937500 Penalty: 4382.697266
	Iteration 35Q: 3 clusters Score -825112.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -825117.687500 Penalty: 4382.697266
	Iteration 36Q: 3 clusters Score -825117.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -825123.125000 Penalty: 4382.697266
	Iteration 37Q: 3 clusters Score -825123.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -825128.812500 Penalty: 4382.697266
	Iteration 38Q: 3 clusters Score -825128.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -825140.375000 Penalty: 4382.697266
	Iteration 39Q: 3 clusters Score -825140.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -825147.375000 Penalty: 4382.697266
	Iteration 40F: 3 clusters Score -825147.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -825156.750000 Penalty: 4382.697266
	Iteration 41Q: 3 clusters Score -825156.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -825163.750000 Penalty: 4382.697266
	Iteration 42Q: 3 clusters Score -825163.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -825176.187500 Penalty: 4382.697266
	Iteration 43Q: 3 clusters Score -825176.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -825194.562500 Penalty: 4382.697266
	Iteration 44Q: 3 clusters Score -825194.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -825210.750000 Penalty: 4382.697266
	Iteration 45Q: 3 clusters Score -825210.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -825221.500000 Penalty: 4382.697266
	Iteration 46Q: 3 clusters Score -825221.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -825227.187500 Penalty: 4382.697266
	Iteration 47Q: 3 clusters Score -825227.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -825232.250000 Penalty: 4382.697266
	Iteration 48Q: 3 clusters Score -825232.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -825238.125000 Penalty: 4382.697266
	Iteration 49Q: 3 clusters Score -825238.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -825244.437500 Penalty: 4382.697266
	Iteration 50Q: 3 clusters Score -825244.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -825249.187500 Penalty: 4382.697266
	Iteration 51Q: 3 clusters Score -825249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -825253.187500 Penalty: 4382.697266
	Iteration 52Q: 3 clusters Score -825253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -825256.875000 Penalty: 4382.697266
	Iteration 53Q: 3 clusters Score -825256.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -825258.937500 Penalty: 4382.697266
	Iteration 54Q: 3 clusters Score -825258.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -825259.250000 Penalty: 4382.697266
	Iteration 55Q: 3 clusters Score -825259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -825262.000000 Penalty: 4382.697266
	Iteration 56Q: 3 clusters Score -825262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -825263.687500 Penalty: 4382.697266
	Iteration 57Q: 3 clusters Score -825263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -825262.562500 Penalty: 4382.697266
	Iteration 58Q: 3 clusters Score -825262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -825263.500000 Penalty: 4382.697266
	Iteration 59Q: 3 clusters Score -825263.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -825266.750000 Penalty: 4382.697266
	Iteration 60F: 3 clusters Score -825266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -825268.312500 Penalty: 4382.697266
	Iteration 61Q: 3 clusters Score -825268.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -825268.562500 Penalty: 4382.697266
	Iteration 62Q: 3 clusters Score -825268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -825270.562500 Penalty: 4382.697266
	Iteration 63Q: 3 clusters Score -825270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -825270.062500 Penalty: 4382.697266
	Iteration 64Q: 3 clusters Score -825270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -825272.625000 Penalty: 4382.697266
	Iteration 65Q: 3 clusters Score -825272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -825274.062500 Penalty: 4382.697266
	Iteration 66Q: 3 clusters Score -825274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -825274.312500 Penalty: 4382.697266
	Iteration 67Q: 3 clusters Score -825274.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -825275.125000 Penalty: 4382.697266
	Iteration 68Q: 3 clusters Score -825275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -825277.875000 Penalty: 4382.697266
	Iteration 69Q: 3 clusters Score -825277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -825278.500000 Penalty: 4382.697266
	Iteration 70Q: 3 clusters Score -825278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -825278.000000 Penalty: 4382.697266
	Iteration 71Q: 3 clusters Score -825278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -825278.437500 Penalty: 4382.697266
	Iteration 72Q: 3 clusters Score -825278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -825278.625000 Penalty: 4382.697266
	Iteration 73Q: 3 clusters Score -825278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -825279.312500 Penalty: 4382.697266
	Iteration 74Q: 3 clusters Score -825279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -825281.312500 Penalty: 4382.697266
	Iteration 75Q: 3 clusters Score -825281.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -825282.250000 Penalty: 4382.697266
	Iteration 76Q: 3 clusters Score -825282.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -825283.375000 Penalty: 4382.697266
	Iteration 77Q: 3 clusters Score -825283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -825287.250000 Penalty: 4382.697266
	Iteration 78Q: 3 clusters Score -825287.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -825286.750000 Penalty: 4382.697266
	Iteration 79Q: 3 clusters Score -825286.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -825290.812500 Penalty: 4382.697266
	Iteration 80F: 3 clusters Score -825290.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -825295.500000 Penalty: 4382.697266
	Iteration 81Q: 3 clusters Score -825295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -825298.062500 Penalty: 4382.697266
	Iteration 82Q: 3 clusters Score -825298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -825299.687500 Penalty: 4382.697266
	Iteration 83Q: 3 clusters Score -825299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -825299.250000 Penalty: 4382.697266
	Iteration 84Q: 3 clusters Score -825299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -825302.562500 Penalty: 4382.697266
	Iteration 85Q: 3 clusters Score -825302.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -825307.875000 Penalty: 4382.697266
	Iteration 86Q: 3 clusters Score -825307.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -825308.875000 Penalty: 4382.697266
	Iteration 87Q: 3 clusters Score -825308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -825311.375000 Penalty: 4382.697266
	Iteration 88Q: 3 clusters Score -825311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -825311.250000 Penalty: 4382.697266
	Iteration 89Q: 3 clusters Score -825311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -825312.125000 Penalty: 4382.697266
	Iteration 90Q: 3 clusters Score -825312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -825314.000000 Penalty: 4382.697266
	Iteration 91Q: 3 clusters Score -825314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -825315.437500 Penalty: 4382.697266
	Iteration 92Q: 3 clusters Score -825315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -825316.187500 Penalty: 4382.697266
	Iteration 93Q: 3 clusters Score -825316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -825317.750000 Penalty: 4382.697266
	Iteration 94Q: 3 clusters Score -825317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -825317.750000 Penalty: 4382.697266
	Iteration 95F: 3 clusters Score -825317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -156358.625000 Penalty: 1790.289673
	Iteration 0F: 2 clusters Score -156358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -154196.203125 Penalty: 3580.579346
	Iteration 0F: 3 clusters Score -154196.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -154970.843750 Penalty: 3580.579346
	Iteration 1F: 3 clusters Score -154970.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -155473.421875 Penalty: 3580.579346
	Iteration 2F: 3 clusters Score -155473.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -155894.140625 Penalty: 3580.579346
	Iteration 3F: 3 clusters Score -155894.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -156375.406250 Penalty: 3580.579346
	Iteration 4F: 3 clusters Score -156375.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -156679.640625 Penalty: 3580.579346
	Iteration 5Q: 3 clusters Score -156679.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156892.296875 Penalty: 3580.579346
	Iteration 6Q: 3 clusters Score -156892.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -157074.859375 Penalty: 3580.579346
	Iteration 7Q: 3 clusters Score -157074.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -157142.812500 Penalty: 3580.579346
	Iteration 8Q: 3 clusters Score -157142.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -157190.984375 Penalty: 3580.579346
	Iteration 9Q: 3 clusters Score -157191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157231.093750 Penalty: 3580.579346
	Iteration 10Q: 3 clusters Score -157231.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -157296.656250 Penalty: 3580.579346
	Iteration 11Q: 3 clusters Score -157296.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -157404.625000 Penalty: 3580.579346
	Iteration 12Q: 3 clusters Score -157404.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -157470.250000 Penalty: 3580.579346
	Iteration 13Q: 3 clusters Score -157470.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -157507.406250 Penalty: 3580.579346
	Iteration 14Q: 3 clusters Score -157507.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -157520.812500 Penalty: 3580.579346
	Iteration 15Q: 3 clusters Score -157520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -157524.968750 Penalty: 3580.579346
	Iteration 16Q: 3 clusters Score -157525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157527.203125 Penalty: 3580.579346
	Iteration 17Q: 3 clusters Score -157527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157527.812500 Penalty: 3580.579346
	Iteration 18Q: 3 clusters Score -157527.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157527.812500 Penalty: 3580.579346
	Iteration 19F: 3 clusters Score -157527.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 9150 members 
Mstep: Class 5 contains 6878 members 
Mstep: Class 6 contains 707 members 
Mstep: Class 7 contains 10849 members 
Mstep: Class 8 contains 12757 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 7592 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42904 members 
Mstep: Class 16 contains 144316 members 
Mstep: Class 17 contains 20066 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24879 members 
Mstep: Class 20 contains 21566 members 
Mstep: Class 21 contains 658 members 
Entering Unmasked Estep 
Score: -42891872.000000 Penalty: 66272.132812
Splitting cluster 6 changes total score from -42892028.000000 to -42891872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Entering Unmasked Estep 
Score: -1413401.000000 Penalty: 2304.373291
	Iteration 0F: 2 clusters Score -1413401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1405168.125000 Penalty: 4608.746582
	Iteration 0F: 3 clusters Score -1405168 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1407497.000000 Penalty: 4608.746582
	Iteration 1F: 3 clusters Score -1407497 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1407735.750000 Penalty: 4608.746582
	Iteration 2F: 3 clusters Score -1407736 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1407926.000000 Penalty: 4608.746582
	Iteration 3Q: 3 clusters Score -1407926 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1408071.500000 Penalty: 4608.746582
	Iteration 4Q: 3 clusters Score -1408072 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1408195.625000 Penalty: 4608.746582
	Iteration 5Q: 3 clusters Score -1408196 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1408315.500000 Penalty: 4608.746582
	Iteration 6Q: 3 clusters Score -1408316 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1408451.375000 Penalty: 4608.746582
	Iteration 7Q: 3 clusters Score -1408451 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1408594.625000 Penalty: 4608.746582
	Iteration 8Q: 3 clusters Score -1408595 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1408755.500000 Penalty: 4608.746582
	Iteration 9Q: 3 clusters Score -1408756 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1408957.000000 Penalty: 4608.746582
	Iteration 10Q: 3 clusters Score -1408957 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1409233.125000 Penalty: 4608.746582
	Iteration 11Q: 3 clusters Score -1409233 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1409540.625000 Penalty: 4608.746582
	Iteration 12Q: 3 clusters Score -1409541 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1409868.375000 Penalty: 4608.746582
	Iteration 13Q: 3 clusters Score -1409868 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1410220.625000 Penalty: 4608.746582
	Iteration 14Q: 3 clusters Score -1410221 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1410509.750000 Penalty: 4608.746582
	Iteration 15Q: 3 clusters Score -1410510 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1410748.250000 Penalty: 4608.746582
	Iteration 16Q: 3 clusters Score -1410748 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1410949.875000 Penalty: 4608.746582
	Iteration 17Q: 3 clusters Score -1410950 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1411122.750000 Penalty: 4608.746582
	Iteration 18Q: 3 clusters Score -1411123 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1411259.750000 Penalty: 4608.746582
	Iteration 19Q: 3 clusters Score -1411260 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1411351.750000 Penalty: 4608.746582
	Iteration 20F: 3 clusters Score -1411352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1411434.500000 Penalty: 4608.746582
	Iteration 21Q: 3 clusters Score -1411434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1411525.375000 Penalty: 4608.746582
	Iteration 22Q: 3 clusters Score -1411525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1411614.875000 Penalty: 4608.746582
	Iteration 23Q: 3 clusters Score -1411615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1411682.625000 Penalty: 4608.746582
	Iteration 24Q: 3 clusters Score -1411683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1411734.000000 Penalty: 4608.746582
	Iteration 25Q: 3 clusters Score -1411734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1411763.375000 Penalty: 4608.746582
	Iteration 26Q: 3 clusters Score -1411763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1411795.875000 Penalty: 4608.746582
	Iteration 27Q: 3 clusters Score -1411796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1411823.000000 Penalty: 4608.746582
	Iteration 28Q: 3 clusters Score -1411823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1411841.250000 Penalty: 4608.746582
	Iteration 29Q: 3 clusters Score -1411841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1411848.125000 Penalty: 4608.746582
	Iteration 30Q: 3 clusters Score -1411848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1411856.750000 Penalty: 4608.746582
	Iteration 31Q: 3 clusters Score -1411857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1411856.375000 Penalty: 4608.746582
	Iteration 32Q: 3 clusters Score -1411856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1411862.500000 Penalty: 4608.746582
	Iteration 33Q: 3 clusters Score -1411862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1411862.375000 Penalty: 4608.746582
	Iteration 34Q: 3 clusters Score -1411862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1411862.250000 Penalty: 4608.746582
	Iteration 35Q: 3 clusters Score -1411862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1411862.000000 Penalty: 4608.746582
	Iteration 36Q: 3 clusters Score -1411862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1411863.625000 Penalty: 4608.746582
	Iteration 37Q: 3 clusters Score -1411864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1411866.250000 Penalty: 4608.746582
	Iteration 38Q: 3 clusters Score -1411866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1411867.125000 Penalty: 4608.746582
	Iteration 39Q: 3 clusters Score -1411867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1411866.375000 Penalty: 4608.746582
	Iteration 40F: 3 clusters Score -1411866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1411867.750000 Penalty: 4608.746582
	Iteration 41Q: 3 clusters Score -1411868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1411870.000000 Penalty: 4608.746582
	Iteration 42Q: 3 clusters Score -1411870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1411870.500000 Penalty: 4608.746582
	Iteration 43Q: 3 clusters Score -1411870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1411869.875000 Penalty: 4608.746582
	Iteration 44Q: 3 clusters Score -1411870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1411868.375000 Penalty: 4608.746582
	Iteration 45Q: 3 clusters Score -1411868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1411868.375000 Penalty: 4608.746582
	Iteration 46F: 3 clusters Score -1411868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Entering Unmasked Estep 
Score: -1682823.375000 Penalty: 2344.551270
	Iteration 0F: 2 clusters Score -1682823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1673458.125000 Penalty: 4689.102539
	Iteration 0F: 3 clusters Score -1673458 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1676339.375000 Penalty: 4689.102539
	Iteration 1F: 3 clusters Score -1676339 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1676727.250000 Penalty: 4689.102539
	Iteration 2F: 3 clusters Score -1676727 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1677053.000000 Penalty: 4689.102539
	Iteration 3F: 3 clusters Score -1677053 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1677339.000000 Penalty: 4689.102539
	Iteration 4F: 3 clusters Score -1677339 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1677614.125000 Penalty: 4689.102539
	Iteration 5Q: 3 clusters Score -1677614 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1677919.750000 Penalty: 4689.102539
	Iteration 6Q: 3 clusters Score -1677920 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1678188.250000 Penalty: 4689.102539
	Iteration 7Q: 3 clusters Score -1678188 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1678462.250000 Penalty: 4689.102539
	Iteration 8Q: 3 clusters Score -1678462 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1678720.750000 Penalty: 4689.102539
	Iteration 9Q: 3 clusters Score -1678721 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1678966.250000 Penalty: 4689.102539
	Iteration 10Q: 3 clusters Score -1678966 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1679190.500000 Penalty: 4689.102539
	Iteration 11Q: 3 clusters Score -1679190 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1679390.500000 Penalty: 4689.102539
	Iteration 12Q: 3 clusters Score -1679390 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1679585.125000 Penalty: 4689.102539
	Iteration 13Q: 3 clusters Score -1679585 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1679750.875000 Penalty: 4689.102539
	Iteration 14Q: 3 clusters Score -1679751 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1679909.250000 Penalty: 4689.102539
	Iteration 15Q: 3 clusters Score -1679909 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1680049.375000 Penalty: 4689.102539
	Iteration 16Q: 3 clusters Score -1680049 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1680187.750000 Penalty: 4689.102539
	Iteration 17Q: 3 clusters Score -1680188 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1680301.875000 Penalty: 4689.102539
	Iteration 18Q: 3 clusters Score -1680302 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1680384.125000 Penalty: 4689.102539
	Iteration 19Q: 3 clusters Score -1680384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1680447.375000 Penalty: 4689.102539
	Iteration 20F: 3 clusters Score -1680447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1680500.625000 Penalty: 4689.102539
	Iteration 21Q: 3 clusters Score -1680501 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1680549.250000 Penalty: 4689.102539
	Iteration 22Q: 3 clusters Score -1680549 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1680596.625000 Penalty: 4689.102539
	Iteration 23Q: 3 clusters Score -1680597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1680628.750000 Penalty: 4689.102539
	Iteration 24Q: 3 clusters Score -1680629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1680650.250000 Penalty: 4689.102539
	Iteration 25Q: 3 clusters Score -1680650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1680672.875000 Penalty: 4689.102539
	Iteration 26Q: 3 clusters Score -1680673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1680687.500000 Penalty: 4689.102539
	Iteration 27Q: 3 clusters Score -1680688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1680708.750000 Penalty: 4689.102539
	Iteration 28Q: 3 clusters Score -1680709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1680726.750000 Penalty: 4689.102539
	Iteration 29Q: 3 clusters Score -1680727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1680729.750000 Penalty: 4689.102539
	Iteration 30Q: 3 clusters Score -1680730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1680740.875000 Penalty: 4689.102539
	Iteration 31Q: 3 clusters Score -1680741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1680746.750000 Penalty: 4689.102539
	Iteration 32Q: 3 clusters Score -1680747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1680752.250000 Penalty: 4689.102539
	Iteration 33Q: 3 clusters Score -1680752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1680758.375000 Penalty: 4689.102539
	Iteration 34Q: 3 clusters Score -1680758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1680777.375000 Penalty: 4689.102539
	Iteration 35Q: 3 clusters Score -1680777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1680790.250000 Penalty: 4689.102539
	Iteration 36Q: 3 clusters Score -1680790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1680804.250000 Penalty: 4689.102539
	Iteration 37Q: 3 clusters Score -1680804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1680814.875000 Penalty: 4689.102539
	Iteration 38Q: 3 clusters Score -1680815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1680820.375000 Penalty: 4689.102539
	Iteration 39Q: 3 clusters Score -1680820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1680829.750000 Penalty: 4689.102539
	Iteration 40F: 3 clusters Score -1680830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1680834.625000 Penalty: 4689.102539
	Iteration 41Q: 3 clusters Score -1680835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1680840.500000 Penalty: 4689.102539
	Iteration 42Q: 3 clusters Score -1680840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1680843.000000 Penalty: 4689.102539
	Iteration 43Q: 3 clusters Score -1680843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1680844.125000 Penalty: 4689.102539
	Iteration 44Q: 3 clusters Score -1680844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1680847.250000 Penalty: 4689.102539
	Iteration 45Q: 3 clusters Score -1680847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1680848.000000 Penalty: 4689.102539
	Iteration 46Q: 3 clusters Score -1680848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1680852.500000 Penalty: 4689.102539
	Iteration 47Q: 3 clusters Score -1680852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1680850.500000 Penalty: 4689.102539
	Iteration 48Q: 3 clusters Score -1680850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1680850.500000 Penalty: 4689.102539
	Iteration 49F: 3 clusters Score -1680850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -479725.343750 Penalty: 2041.513184
	Iteration 0F: 2 clusters Score -479725.3 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 1841 members 
Entering Unmasked Estep 
Score: -476074.937500 Penalty: 4083.026367
	Iteration 0F: 3 clusters Score -476074.9 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -476829.375000 Penalty: 4083.026367
	Iteration 1F: 3 clusters Score -476829.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -477009.000000 Penalty: 4083.026367
	Iteration 2F: 3 clusters Score -477009 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -477153.437500 Penalty: 4083.026367
	Iteration 3F: 3 clusters Score -477153.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -477279.687500 Penalty: 4083.026367
	Iteration 4Q: 3 clusters Score -477279.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -477369.593750 Penalty: 4083.026367
	Iteration 5Q: 3 clusters Score -477369.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -477447.000000 Penalty: 4083.026367
	Iteration 6Q: 3 clusters Score -477447 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -477503.343750 Penalty: 4083.026367
	Iteration 7Q: 3 clusters Score -477503.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -477563.781250 Penalty: 4083.026367
	Iteration 8Q: 3 clusters Score -477563.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -477633.531250 Penalty: 4083.026367
	Iteration 9Q: 3 clusters Score -477633.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -477699.843750 Penalty: 4083.026367
	Iteration 10Q: 3 clusters Score -477699.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -477754.781250 Penalty: 4083.026367
	Iteration 11Q: 3 clusters Score -477754.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -477799.781250 Penalty: 4083.026367
	Iteration 12Q: 3 clusters Score -477799.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -477841.437500 Penalty: 4083.026367
	Iteration 13Q: 3 clusters Score -477841.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -477880.468750 Penalty: 4083.026367
	Iteration 14Q: 3 clusters Score -477880.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -477916.250000 Penalty: 4083.026367
	Iteration 15Q: 3 clusters Score -477916.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -477951.843750 Penalty: 4083.026367
	Iteration 16Q: 3 clusters Score -477951.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -477982.593750 Penalty: 4083.026367
	Iteration 17Q: 3 clusters Score -477982.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -478007.156250 Penalty: 4083.026367
	Iteration 18Q: 3 clusters Score -478007.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -478028.343750 Penalty: 4083.026367
	Iteration 19Q: 3 clusters Score -478028.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -478037.281250 Penalty: 4083.026367
	Iteration 20F: 3 clusters Score -478037.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -478043.781250 Penalty: 4083.026367
	Iteration 21Q: 3 clusters Score -478043.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -478053.968750 Penalty: 4083.026367
	Iteration 22Q: 3 clusters Score -478054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -478059.375000 Penalty: 4083.026367
	Iteration 23Q: 3 clusters Score -478059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -478063.687500 Penalty: 4083.026367
	Iteration 24Q: 3 clusters Score -478063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -478066.406250 Penalty: 4083.026367
	Iteration 25Q: 3 clusters Score -478066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -478070.843750 Penalty: 4083.026367
	Iteration 26Q: 3 clusters Score -478070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -478077.531250 Penalty: 4083.026367
	Iteration 27Q: 3 clusters Score -478077.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -478082.562500 Penalty: 4083.026367
	Iteration 28Q: 3 clusters Score -478082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -478086.531250 Penalty: 4083.026367
	Iteration 29Q: 3 clusters Score -478086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -478088.500000 Penalty: 4083.026367
	Iteration 30Q: 3 clusters Score -478088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -478091.531250 Penalty: 4083.026367
	Iteration 31Q: 3 clusters Score -478091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -478093.062500 Penalty: 4083.026367
	Iteration 32Q: 3 clusters Score -478093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -478094.437500 Penalty: 4083.026367
	Iteration 33Q: 3 clusters Score -478094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -478095.812500 Penalty: 4083.026367
	Iteration 34Q: 3 clusters Score -478095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -478095.906250 Penalty: 4083.026367
	Iteration 35Q: 3 clusters Score -478095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -478096.625000 Penalty: 4083.026367
	Iteration 36Q: 3 clusters Score -478096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -478097.906250 Penalty: 4083.026367
	Iteration 37Q: 3 clusters Score -478097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -478098.062500 Penalty: 4083.026367
	Iteration 38Q: 3 clusters Score -478098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -478098.062500 Penalty: 4083.026367
	Iteration 39F: 3 clusters Score -478098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Entering Unmasked Estep 
Score: -981393.812500 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -981393.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -975427.125000 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -975427.1 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -977469.500000 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -977469.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -978040.562500 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -978040.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -978491.562500 Penalty: 4431.686035
	Iteration 3F: 3 clusters Score -978491.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -978820.437500 Penalty: 4431.686035
	Iteration 4F: 3 clusters Score -978820.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -979061.812500 Penalty: 4431.686035
	Iteration 5Q: 3 clusters Score -979061.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -979231.187500 Penalty: 4431.686035
	Iteration 6Q: 3 clusters Score -979231.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -979362.937500 Penalty: 4431.686035
	Iteration 7Q: 3 clusters Score -979362.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -979444.500000 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -979444.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -979494.250000 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -979494.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -979531.375000 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -979531.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -979559.625000 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -979559.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -979572.562500 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -979572.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -979581.500000 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -979581.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -979591.687500 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -979591.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -979599.687500 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -979599.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -979605.437500 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -979605.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -979612.437500 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -979612.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -979618.312500 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -979618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -979625.312500 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -979625.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -979630.687500 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -979630.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -979636.375000 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -979636.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -979640.187500 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -979640.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -979644.250000 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -979644.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -979647.625000 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -979647.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -979650.562500 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -979650.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -979653.625000 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -979653.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -979657.187500 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -979657.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -979660.562500 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -979660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -979660.750000 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -979660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -979663.125000 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -979663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -979666.625000 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -979666.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -979668.875000 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -979668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -979671.750000 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -979671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -979671.312500 Penalty: 4431.686035
	Iteration 34Q: 3 clusters Score -979671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -979673.562500 Penalty: 4431.686035
	Iteration 35Q: 3 clusters Score -979673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -979672.875000 Penalty: 4431.686035
	Iteration 36Q: 3 clusters Score -979672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -979672.562500 Penalty: 4431.686035
	Iteration 37Q: 3 clusters Score -979672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -979672.562500 Penalty: 4431.686035
	Iteration 38Q: 3 clusters Score -979672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -979675.812500 Penalty: 4431.686035
	Iteration 39Q: 3 clusters Score -979675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -979675.500000 Penalty: 4431.686035
	Iteration 40F: 3 clusters Score -979675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -979674.750000 Penalty: 4431.686035
	Iteration 41Q: 3 clusters Score -979674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -979674.625000 Penalty: 4431.686035
	Iteration 42Q: 3 clusters Score -979674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -979674.625000 Penalty: 4431.686035
	Iteration 43F: 3 clusters Score -979674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Entering Unmasked Estep 
Score: -753968.812500 Penalty: 2162.147461
	Iteration 0F: 2 clusters Score -753968.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -748759.562500 Penalty: 4324.294922
	Iteration 0F: 3 clusters Score -748759.6 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -750096.812500 Penalty: 4324.294922
	Iteration 1F: 3 clusters Score -750096.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -750434.000000 Penalty: 4324.294922
	Iteration 2F: 3 clusters Score -750434 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -750715.062500 Penalty: 4324.294922
	Iteration 3F: 3 clusters Score -750715.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -750900.875000 Penalty: 4324.294922
	Iteration 4F: 3 clusters Score -750900.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -751040.250000 Penalty: 4324.294922
	Iteration 5Q: 3 clusters Score -751040.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -751146.187500 Penalty: 4324.294922
	Iteration 6Q: 3 clusters Score -751146.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -751275.125000 Penalty: 4324.294922
	Iteration 7Q: 3 clusters Score -751275.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -751387.562500 Penalty: 4324.294922
	Iteration 8Q: 3 clusters Score -751387.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -751490.062500 Penalty: 4324.294922
	Iteration 9Q: 3 clusters Score -751490.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -751581.687500 Penalty: 4324.294922
	Iteration 10Q: 3 clusters Score -751581.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -751677.812500 Penalty: 4324.294922
	Iteration 11Q: 3 clusters Score -751677.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -751761.562500 Penalty: 4324.294922
	Iteration 12Q: 3 clusters Score -751761.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -751855.500000 Penalty: 4324.294922
	Iteration 13Q: 3 clusters Score -751855.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -751945.562500 Penalty: 4324.294922
	Iteration 14Q: 3 clusters Score -751945.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -752030.625000 Penalty: 4324.294922
	Iteration 15Q: 3 clusters Score -752030.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -752119.062500 Penalty: 4324.294922
	Iteration 16Q: 3 clusters Score -752119.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -752203.625000 Penalty: 4324.294922
	Iteration 17Q: 3 clusters Score -752203.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -752291.937500 Penalty: 4324.294922
	Iteration 18Q: 3 clusters Score -752291.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -752389.125000 Penalty: 4324.294922
	Iteration 19Q: 3 clusters Score -752389.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -752487.625000 Penalty: 4324.294922
	Iteration 20F: 3 clusters Score -752487.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -752597.000000 Penalty: 4324.294922
	Iteration 21Q: 3 clusters Score -752597 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -752719.187500 Penalty: 4324.294922
	Iteration 22Q: 3 clusters Score -752719.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -752806.937500 Penalty: 4324.294922
	Iteration 23Q: 3 clusters Score -752806.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -752871.937500 Penalty: 4324.294922
	Iteration 24Q: 3 clusters Score -752871.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -752915.500000 Penalty: 4324.294922
	Iteration 25Q: 3 clusters Score -752915.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -752951.812500 Penalty: 4324.294922
	Iteration 26Q: 3 clusters Score -752951.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -752970.687500 Penalty: 4324.294922
	Iteration 27Q: 3 clusters Score -752970.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -752985.062500 Penalty: 4324.294922
	Iteration 28Q: 3 clusters Score -752985.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -752996.812500 Penalty: 4324.294922
	Iteration 29Q: 3 clusters Score -752996.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -753003.875000 Penalty: 4324.294922
	Iteration 30Q: 3 clusters Score -753003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -753006.187500 Penalty: 4324.294922
	Iteration 31Q: 3 clusters Score -753006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -753009.562500 Penalty: 4324.294922
	Iteration 32Q: 3 clusters Score -753009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -753013.000000 Penalty: 4324.294922
	Iteration 33Q: 3 clusters Score -753013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -753014.937500 Penalty: 4324.294922
	Iteration 34Q: 3 clusters Score -753014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -753017.000000 Penalty: 4324.294922
	Iteration 35Q: 3 clusters Score -753017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -753017.500000 Penalty: 4324.294922
	Iteration 36Q: 3 clusters Score -753017.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -753020.000000 Penalty: 4324.294922
	Iteration 37Q: 3 clusters Score -753020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -753020.000000 Penalty: 4324.294922
	Iteration 38F: 3 clusters Score -753020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Entering Unmasked Estep 
Score: -236272.765625 Penalty: 1859.444946
	Iteration 0F: 2 clusters Score -236272.8 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 920 members 
Entering Unmasked Estep 
Score: -233788.781250 Penalty: 3718.889893
	Iteration 0F: 3 clusters Score -233788.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -234221.765625 Penalty: 3718.889893
	Iteration 1F: 3 clusters Score -234221.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -234350.843750 Penalty: 3718.889893
	Iteration 2F: 3 clusters Score -234350.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -234456.296875 Penalty: 3718.889893
	Iteration 3Q: 3 clusters Score -234456.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -234542.718750 Penalty: 3718.889893
	Iteration 4Q: 3 clusters Score -234542.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -234620.328125 Penalty: 3718.889893
	Iteration 5Q: 3 clusters Score -234620.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -234693.421875 Penalty: 3718.889893
	Iteration 6Q: 3 clusters Score -234693.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -234752.765625 Penalty: 3718.889893
	Iteration 7Q: 3 clusters Score -234752.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -234803.812500 Penalty: 3718.889893
	Iteration 8Q: 3 clusters Score -234803.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -234843.046875 Penalty: 3718.889893
	Iteration 9Q: 3 clusters Score -234843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -234866.609375 Penalty: 3718.889893
	Iteration 10Q: 3 clusters Score -234866.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -234879.921875 Penalty: 3718.889893
	Iteration 11Q: 3 clusters Score -234879.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -234890.718750 Penalty: 3718.889893
	Iteration 12Q: 3 clusters Score -234890.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -234902.078125 Penalty: 3718.889893
	Iteration 13Q: 3 clusters Score -234902.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -234907.140625 Penalty: 3718.889893
	Iteration 14Q: 3 clusters Score -234907.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -234912.843750 Penalty: 3718.889893
	Iteration 15Q: 3 clusters Score -234912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -234916.687500 Penalty: 3718.889893
	Iteration 16Q: 3 clusters Score -234916.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -234919.890625 Penalty: 3718.889893
	Iteration 17Q: 3 clusters Score -234919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -234923.890625 Penalty: 3718.889893
	Iteration 18Q: 3 clusters Score -234923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -234926.421875 Penalty: 3718.889893
	Iteration 19Q: 3 clusters Score -234926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -234927.578125 Penalty: 3718.889893
	Iteration 20F: 3 clusters Score -234927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -234928.781250 Penalty: 3718.889893
	Iteration 21Q: 3 clusters Score -234928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -234929.125000 Penalty: 3718.889893
	Iteration 22Q: 3 clusters Score -234929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -234929.281250 Penalty: 3718.889893
	Iteration 23Q: 3 clusters Score -234929.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -234929.281250 Penalty: 3718.889893
	Iteration 24F: 3 clusters Score -234929.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -140777.843750 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -140777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138760.562500 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -138760.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139176.234375 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -139176.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139339.781250 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -139339.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -139510.937500 Penalty: 3506.235596
	Iteration 3F: 3 clusters Score -139510.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -139697.625000 Penalty: 3506.235596
	Iteration 4F: 3 clusters Score -139697.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -139903.859375 Penalty: 3506.235596
	Iteration 5F: 3 clusters Score -139903.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -140146.781250 Penalty: 3506.235596
	Iteration 6F: 3 clusters Score -140146.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140383.843750 Penalty: 3506.235596
	Iteration 7F: 3 clusters Score -140383.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -140829.906250 Penalty: 3506.235596
	Iteration 8F: 3 clusters Score -140829.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -141156.468750 Penalty: 3506.235596
	Iteration 9F: 3 clusters Score -141156.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141496.328125 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -141496.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -141580.859375 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -141580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -141618.015625 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -141618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -141625.203125 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -141625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -141625.203125 Penalty: 3506.235596
	Iteration 14F: 3 clusters Score -141625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 9150 members 
Mstep: Class 5 contains 6878 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10849 members 
Mstep: Class 8 contains 12757 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 7592 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42904 members 
Mstep: Class 16 contains 144316 members 
Mstep: Class 17 contains 20066 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24879 members 
Mstep: Class 20 contains 21566 members 
Mstep: Class 21 contains 677 members 
Entering Unmasked Estep 
Score: -42891512.000000 Penalty: 66272.132812
Splitting cluster 13 changes total score from -42892028.000000 to -42891512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Entering Unmasked Estep 
Score: -1276533.125000 Penalty: 2279.659912
	Iteration 0F: 2 clusters Score -1276533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1268967.000000 Penalty: 4559.319824
	Iteration 0F: 3 clusters Score -1268967 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1271304.500000 Penalty: 4559.319824
	Iteration 1F: 3 clusters Score -1271304 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1271690.625000 Penalty: 4559.319824
	Iteration 2F: 3 clusters Score -1271691 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1272080.250000 Penalty: 4559.319824
	Iteration 3F: 3 clusters Score -1272080 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1272477.500000 Penalty: 4559.319824
	Iteration 4F: 3 clusters Score -1272478 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1272912.000000 Penalty: 4559.319824
	Iteration 5F: 3 clusters Score -1272912 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1273364.500000 Penalty: 4559.319824
	Iteration 6F: 3 clusters Score -1273364 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1273780.000000 Penalty: 4559.319824
	Iteration 7F: 3 clusters Score -1273780 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1274081.875000 Penalty: 4559.319824
	Iteration 8Q: 3 clusters Score -1274082 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1274290.375000 Penalty: 4559.319824
	Iteration 9Q: 3 clusters Score -1274290 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1274411.375000 Penalty: 4559.319824
	Iteration 10Q: 3 clusters Score -1274411 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1274495.500000 Penalty: 4559.319824
	Iteration 11Q: 3 clusters Score -1274496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1274562.625000 Penalty: 4559.319824
	Iteration 12Q: 3 clusters Score -1274563 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1274612.875000 Penalty: 4559.319824
	Iteration 13Q: 3 clusters Score -1274613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1274655.625000 Penalty: 4559.319824
	Iteration 14Q: 3 clusters Score -1274656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1274686.375000 Penalty: 4559.319824
	Iteration 15Q: 3 clusters Score -1274686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1274705.500000 Penalty: 4559.319824
	Iteration 16Q: 3 clusters Score -1274706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1274728.750000 Penalty: 4559.319824
	Iteration 17Q: 3 clusters Score -1274729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1274747.500000 Penalty: 4559.319824
	Iteration 18Q: 3 clusters Score -1274748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1274760.625000 Penalty: 4559.319824
	Iteration 19Q: 3 clusters Score -1274761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1274775.750000 Penalty: 4559.319824
	Iteration 20F: 3 clusters Score -1274776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1274790.625000 Penalty: 4559.319824
	Iteration 21Q: 3 clusters Score -1274791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1274811.000000 Penalty: 4559.319824
	Iteration 22Q: 3 clusters Score -1274811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1274820.375000 Penalty: 4559.319824
	Iteration 23Q: 3 clusters Score -1274820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1274831.375000 Penalty: 4559.319824
	Iteration 24Q: 3 clusters Score -1274831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1274836.000000 Penalty: 4559.319824
	Iteration 25Q: 3 clusters Score -1274836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1274842.500000 Penalty: 4559.319824
	Iteration 26Q: 3 clusters Score -1274842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1274847.375000 Penalty: 4559.319824
	Iteration 27Q: 3 clusters Score -1274847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1274856.250000 Penalty: 4559.319824
	Iteration 28Q: 3 clusters Score -1274856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1274859.750000 Penalty: 4559.319824
	Iteration 29Q: 3 clusters Score -1274860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1274863.625000 Penalty: 4559.319824
	Iteration 30Q: 3 clusters Score -1274864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1274865.375000 Penalty: 4559.319824
	Iteration 31Q: 3 clusters Score -1274865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1274865.375000 Penalty: 4559.319824
	Iteration 32F: 3 clusters Score -1274865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Entering Unmasked Estep 
Score: -5586565.000000 Penalty: 2645.346680
	Iteration 0F: 2 clusters Score -5586565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -5557503.500000 Penalty: 5290.693359
	Iteration 0F: 3 clusters Score -5557504 nChanged 19610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5568057.500000 Penalty: 5290.693359
	Iteration 1F: 3 clusters Score -5568058 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5568532.500000 Penalty: 5290.693359
	Iteration 2Q: 3 clusters Score -5568532 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -5569013.000000 Penalty: 5290.693359
	Iteration 3Q: 3 clusters Score -5569013 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -5569497.000000 Penalty: 5290.693359
	Iteration 4Q: 3 clusters Score -5569497 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5570018.000000 Penalty: 5290.693359
	Iteration 5Q: 3 clusters Score -5570018 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -5570643.000000 Penalty: 5290.693359
	Iteration 6Q: 3 clusters Score -5570643 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5571504.000000 Penalty: 5290.693359
	Iteration 7Q: 3 clusters Score -5571504 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5572721.500000 Penalty: 5290.693359
	Iteration 8F: 3 clusters Score -5572722 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -5574622.000000 Penalty: 5290.693359
	Iteration 9F: 3 clusters Score -5574622 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -5577129.500000 Penalty: 5290.693359
	Iteration 10F: 3 clusters Score -5577130 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5579831.500000 Penalty: 5290.693359
	Iteration 11F: 3 clusters Score -5579832 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5582120.000000 Penalty: 5290.693359
	Iteration 12F: 3 clusters Score -5582120 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5583379.000000 Penalty: 5290.693359
	Iteration 13Q: 3 clusters Score -5583379 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5583878.000000 Penalty: 5290.693359
	Iteration 14Q: 3 clusters Score -5583878 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5584045.000000 Penalty: 5290.693359
	Iteration 15Q: 3 clusters Score -5584045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5584140.500000 Penalty: 5290.693359
	Iteration 16Q: 3 clusters Score -5584140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5584203.000000 Penalty: 5290.693359
	Iteration 17Q: 3 clusters Score -5584203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5584225.500000 Penalty: 5290.693359
	Iteration 18Q: 3 clusters Score -5584226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5584241.500000 Penalty: 5290.693359
	Iteration 19Q: 3 clusters Score -5584242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5584257.500000 Penalty: 5290.693359
	Iteration 20F: 3 clusters Score -5584258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5584267.000000 Penalty: 5290.693359
	Iteration 21Q: 3 clusters Score -5584267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5584280.500000 Penalty: 5290.693359
	Iteration 22Q: 3 clusters Score -5584280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5584282.000000 Penalty: 5290.693359
	Iteration 23Q: 3 clusters Score -5584282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5584286.500000 Penalty: 5290.693359
	Iteration 24Q: 3 clusters Score -5584286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5584290.000000 Penalty: 5290.693359
	Iteration 25Q: 3 clusters Score -5584290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5584295.000000 Penalty: 5290.693359
	Iteration 26Q: 3 clusters Score -5584295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5584289.500000 Penalty: 5290.693359
	Iteration 27Q: 3 clusters Score -5584290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5584294.000000 Penalty: 5290.693359
	Iteration 28Q: 3 clusters Score -5584294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5584299.500000 Penalty: 5290.693359
	Iteration 29Q: 3 clusters Score -5584300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5584302.500000 Penalty: 5290.693359
	Iteration 30Q: 3 clusters Score -5584302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5584302.500000 Penalty: 5290.693359
	Iteration 31Q: 3 clusters Score -5584302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5584310.500000 Penalty: 5290.693359
	Iteration 32Q: 3 clusters Score -5584310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5584309.500000 Penalty: 5290.693359
	Iteration 33Q: 3 clusters Score -5584310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5584319.000000 Penalty: 5290.693359
	Iteration 34Q: 3 clusters Score -5584319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5584324.000000 Penalty: 5290.693359
	Iteration 35Q: 3 clusters Score -5584324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5584324.000000 Penalty: 5290.693359
	Iteration 36Q: 3 clusters Score -5584324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5584329.500000 Penalty: 5290.693359
	Iteration 37Q: 3 clusters Score -5584330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5584333.500000 Penalty: 5290.693359
	Iteration 38Q: 3 clusters Score -5584334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5584340.500000 Penalty: 5290.693359
	Iteration 39Q: 3 clusters Score -5584340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5584341.500000 Penalty: 5290.693359
	Iteration 40F: 3 clusters Score -5584342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5584343.500000 Penalty: 5290.693359
	Iteration 41Q: 3 clusters Score -5584344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5584345.000000 Penalty: 5290.693359
	Iteration 42Q: 3 clusters Score -5584345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5584349.500000 Penalty: 5290.693359
	Iteration 43Q: 3 clusters Score -5584350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5584357.000000 Penalty: 5290.693359
	Iteration 44Q: 3 clusters Score -5584357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5584355.000000 Penalty: 5290.693359
	Iteration 45Q: 3 clusters Score -5584355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5584354.500000 Penalty: 5290.693359
	Iteration 46Q: 3 clusters Score -5584354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5584359.500000 Penalty: 5290.693359
	Iteration 47Q: 3 clusters Score -5584360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5584362.500000 Penalty: 5290.693359
	Iteration 48Q: 3 clusters Score -5584362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5584360.000000 Penalty: 5290.693359
	Iteration 49Q: 3 clusters Score -5584360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5584360.000000 Penalty: 5290.693359
	Iteration 50F: 3 clusters Score -5584360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (144316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144316 members 
Entering Unmasked Estep 
Score: -18932524.000000 Penalty: 2946.180664
	Iteration 0F: 2 clusters Score -1.893252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -18836708.000000 Penalty: 5892.361328
	Iteration 0F: 3 clusters Score -1.883671e+07 nChanged 68733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -18876568.000000 Penalty: 5892.361328
	Iteration 1F: 3 clusters Score -1.887657e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -18877756.000000 Penalty: 5892.361328
	Iteration 2Q: 3 clusters Score -1.887776e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -18879366.000000 Penalty: 5892.361328
	Iteration 3Q: 3 clusters Score -1.887937e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -18881434.000000 Penalty: 5892.361328
	Iteration 4Q: 3 clusters Score -1.888143e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -18883868.000000 Penalty: 5892.361328
	Iteration 5Q: 3 clusters Score -1.888387e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -18887084.000000 Penalty: 5892.361328
	Iteration 6F: 3 clusters Score -1.888708e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -18890722.000000 Penalty: 5892.361328
	Iteration 7F: 3 clusters Score -1.889072e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -18894180.000000 Penalty: 5892.361328
	Iteration 8F: 3 clusters Score -1.889418e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -18897288.000000 Penalty: 5892.361328
	Iteration 9F: 3 clusters Score -1.889729e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -18900042.000000 Penalty: 5892.361328
	Iteration 10Q: 3 clusters Score -1.890004e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 103191 members 
Entering Unmasked Estep 
Score: -18902814.000000 Penalty: 5892.361328
	Iteration 11Q: 3 clusters Score -1.890281e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 109108 members 
Entering Unmasked Estep 
Score: -18905752.000000 Penalty: 5892.361328
	Iteration 12Q: 3 clusters Score -1.890575e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 115561 members 
Entering Unmasked Estep 
Score: -18909484.000000 Penalty: 5892.361328
	Iteration 13Q: 3 clusters Score -1.890948e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -18913746.000000 Penalty: 5892.361328
	Iteration 14Q: 3 clusters Score -1.891375e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 128601 members 
Entering Unmasked Estep 
Score: -18918230.000000 Penalty: 5892.361328
	Iteration 15Q: 3 clusters Score -1.891823e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 134049 members 
Entering Unmasked Estep 
Score: -18922312.000000 Penalty: 5892.361328
	Iteration 16Q: 3 clusters Score -1.892231e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -18925460.000000 Penalty: 5892.361328
	Iteration 17Q: 3 clusters Score -1.892546e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 140654 members 
Entering Unmasked Estep 
Score: -18927578.000000 Penalty: 5892.361328
	Iteration 18Q: 3 clusters Score -1.892758e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 142162 members 
Entering Unmasked Estep 
Score: -18928678.000000 Penalty: 5892.361328
	Iteration 19Q: 3 clusters Score -1.892868e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 142879 members 
Entering Unmasked Estep 
Score: -18929230.000000 Penalty: 5892.361328
	Iteration 20F: 3 clusters Score -1.892923e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 143261 members 
Entering Unmasked Estep 
Score: -18929502.000000 Penalty: 5892.361328
	Iteration 21Q: 3 clusters Score -1.89295e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 143471 members 
Entering Unmasked Estep 
Score: -18929642.000000 Penalty: 5892.361328
	Iteration 22Q: 3 clusters Score -1.892964e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 143580 members 
Entering Unmasked Estep 
Score: -18929732.000000 Penalty: 5892.361328
	Iteration 23Q: 3 clusters Score -1.892973e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 143629 members 
Entering Unmasked Estep 
Score: -18929778.000000 Penalty: 5892.361328
	Iteration 24Q: 3 clusters Score -1.892978e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 143656 members 
Entering Unmasked Estep 
Score: -18929812.000000 Penalty: 5892.361328
	Iteration 25Q: 3 clusters Score -1.892981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 143681 members 
Entering Unmasked Estep 
Score: -18929842.000000 Penalty: 5892.361328
	Iteration 26Q: 3 clusters Score -1.892984e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 143706 members 
Entering Unmasked Estep 
Score: -18929860.000000 Penalty: 5892.361328
	Iteration 27Q: 3 clusters Score -1.892986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 143716 members 
Entering Unmasked Estep 
Score: -18929876.000000 Penalty: 5892.361328
	Iteration 28Q: 3 clusters Score -1.892988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 143725 members 
Entering Unmasked Estep 
Score: -18929884.000000 Penalty: 5892.361328
	Iteration 29Q: 3 clusters Score -1.892988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -18929898.000000 Penalty: 5892.361328
	Iteration 30Q: 3 clusters Score -1.89299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 143738 members 
Entering Unmasked Estep 
Score: -18929910.000000 Penalty: 5892.361328
	Iteration 31Q: 3 clusters Score -1.892991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 143748 members 
Entering Unmasked Estep 
Score: -18929918.000000 Penalty: 5892.361328
	Iteration 32Q: 3 clusters Score -1.892992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 143754 members 
Entering Unmasked Estep 
Score: -18929922.000000 Penalty: 5892.361328
	Iteration 33Q: 3 clusters Score -1.892992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 143759 members 
Entering Unmasked Estep 
Score: -18929930.000000 Penalty: 5892.361328
	Iteration 34Q: 3 clusters Score -1.892993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 143765 members 
Entering Unmasked Estep 
Score: -18929930.000000 Penalty: 5892.361328
	Iteration 35Q: 3 clusters Score -1.892993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -18929940.000000 Penalty: 5892.361328
	Iteration 36Q: 3 clusters Score -1.892994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 143764 members 
Entering Unmasked Estep 
Score: -18929938.000000 Penalty: 5892.361328
	Iteration 37Q: 3 clusters Score -1.892994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 143767 members 
Entering Unmasked Estep 
Score: -18929940.000000 Penalty: 5892.361328
	Iteration 38Q: 3 clusters Score -1.892994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -18929932.000000 Penalty: 5892.361328
	Iteration 39Q: 3 clusters Score -1.892993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 143771 members 
Entering Unmasked Estep 
Score: -18929936.000000 Penalty: 5892.361328
	Iteration 40F: 3 clusters Score -1.892994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 143772 members 
Entering Unmasked Estep 
Score: -18929944.000000 Penalty: 5892.361328
	Iteration 41Q: 3 clusters Score -1.892994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 143774 members 
Entering Unmasked Estep 
Score: -18929938.000000 Penalty: 5892.361328
	Iteration 42Q: 3 clusters Score -1.892994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 143774 members 
Entering Unmasked Estep 
Score: -18929948.000000 Penalty: 5892.361328
	Iteration 43Q: 3 clusters Score -1.892995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
Score: -18929932.000000 Penalty: 5892.361328
	Iteration 44Q: 3 clusters Score -1.892993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 143777 members 
Entering Unmasked Estep 
Score: -18929932.000000 Penalty: 5892.361328
	Iteration 45Q: 3 clusters Score -1.892993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -18929936.000000 Penalty: 5892.361328
	Iteration 46Q: 3 clusters Score -1.892994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 143780 members 
Entering Unmasked Estep 
Score: -18929944.000000 Penalty: 5892.361328
	Iteration 47Q: 3 clusters Score -1.892994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 143780 members 
Entering Unmasked Estep 
Score: -18929944.000000 Penalty: 5892.361328
	Iteration 48F: 3 clusters Score -1.892994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Entering Unmasked Estep 
Score: -2625650.250000 Penalty: 2456.882080
	Iteration 0F: 2 clusters Score -2625650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2611503.500000 Penalty: 4913.764160
	Iteration 0F: 3 clusters Score -2611504 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2616111.750000 Penalty: 4913.764160
	Iteration 1F: 3 clusters Score -2616112 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2616501.250000 Penalty: 4913.764160
	Iteration 2F: 3 clusters Score -2616501 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2616811.000000 Penalty: 4913.764160
	Iteration 3Q: 3 clusters Score -2616811 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2617086.250000 Penalty: 4913.764160
	Iteration 4Q: 3 clusters Score -2617086 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2617365.000000 Penalty: 4913.764160
	Iteration 5Q: 3 clusters Score -2617365 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2617643.750000 Penalty: 4913.764160
	Iteration 6Q: 3 clusters Score -2617644 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2617944.500000 Penalty: 4913.764160
	Iteration 7Q: 3 clusters Score -2617944 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2618303.000000 Penalty: 4913.764160
	Iteration 8Q: 3 clusters Score -2618303 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2618809.000000 Penalty: 4913.764160
	Iteration 9Q: 3 clusters Score -2618809 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2619462.000000 Penalty: 4913.764160
	Iteration 10F: 3 clusters Score -2619462 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2620204.750000 Penalty: 4913.764160
	Iteration 11F: 3 clusters Score -2620205 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2621032.000000 Penalty: 4913.764160
	Iteration 12F: 3 clusters Score -2621032 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2621774.750000 Penalty: 4913.764160
	Iteration 13Q: 3 clusters Score -2621775 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2622391.750000 Penalty: 4913.764160
	Iteration 14Q: 3 clusters Score -2622392 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2622838.000000 Penalty: 4913.764160
	Iteration 15Q: 3 clusters Score -2622838 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2623125.250000 Penalty: 4913.764160
	Iteration 16Q: 3 clusters Score -2623125 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2623305.000000 Penalty: 4913.764160
	Iteration 17Q: 3 clusters Score -2623305 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2623409.500000 Penalty: 4913.764160
	Iteration 18Q: 3 clusters Score -2623410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2623472.750000 Penalty: 4913.764160
	Iteration 19Q: 3 clusters Score -2623473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2623519.750000 Penalty: 4913.764160
	Iteration 20F: 3 clusters Score -2623520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2623551.750000 Penalty: 4913.764160
	Iteration 21Q: 3 clusters Score -2623552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2623568.750000 Penalty: 4913.764160
	Iteration 22Q: 3 clusters Score -2623569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2623580.500000 Penalty: 4913.764160
	Iteration 23Q: 3 clusters Score -2623580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2623584.250000 Penalty: 4913.764160
	Iteration 24Q: 3 clusters Score -2623584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2623587.750000 Penalty: 4913.764160
	Iteration 25Q: 3 clusters Score -2623588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2623591.750000 Penalty: 4913.764160
	Iteration 26Q: 3 clusters Score -2623592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2623591.500000 Penalty: 4913.764160
	Iteration 27Q: 3 clusters Score -2623592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2623598.000000 Penalty: 4913.764160
	Iteration 28Q: 3 clusters Score -2623598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2623601.000000 Penalty: 4913.764160
	Iteration 29Q: 3 clusters Score -2623601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2623603.500000 Penalty: 4913.764160
	Iteration 30Q: 3 clusters Score -2623604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2623609.750000 Penalty: 4913.764160
	Iteration 31Q: 3 clusters Score -2623610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2623617.750000 Penalty: 4913.764160
	Iteration 32Q: 3 clusters Score -2623618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2623616.000000 Penalty: 4913.764160
	Iteration 33Q: 3 clusters Score -2623616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2623620.000000 Penalty: 4913.764160
	Iteration 34Q: 3 clusters Score -2623620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2623620.250000 Penalty: 4913.764160
	Iteration 35Q: 3 clusters Score -2623620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2623620.250000 Penalty: 4913.764160
	Iteration 36F: 3 clusters Score -2623620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -681977.125000 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -681977.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -677327.500000 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -677327.5 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -678471.437500 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -678471.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -678667.375000 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -678667.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -678789.250000 Penalty: 4250.142578
	Iteration 3Q: 3 clusters Score -678789.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -678868.312500 Penalty: 4250.142578
	Iteration 4Q: 3 clusters Score -678868.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -678933.625000 Penalty: 4250.142578
	Iteration 5Q: 3 clusters Score -678933.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -678999.375000 Penalty: 4250.142578
	Iteration 6Q: 3 clusters Score -678999.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -679052.875000 Penalty: 4250.142578
	Iteration 7Q: 3 clusters Score -679052.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -679095.687500 Penalty: 4250.142578
	Iteration 8Q: 3 clusters Score -679095.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -679137.875000 Penalty: 4250.142578
	Iteration 9Q: 3 clusters Score -679137.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -679185.875000 Penalty: 4250.142578
	Iteration 10Q: 3 clusters Score -679185.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -679225.250000 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -679225.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -679261.187500 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -679261.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -679286.250000 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -679286.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -679315.687500 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -679315.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -679351.750000 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -679351.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -679379.562500 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -679379.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -679407.000000 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -679407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -679434.250000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -679434.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -679456.500000 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -679456.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -679480.500000 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -679480.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -679502.625000 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -679502.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -679524.500000 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -679524.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -679545.000000 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -679545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -679563.750000 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -679563.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -679583.750000 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -679583.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -679609.187500 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -679609.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -679627.687500 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -679627.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -679653.250000 Penalty: 4250.142578
	Iteration 28Q: 3 clusters Score -679653.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -679680.062500 Penalty: 4250.142578
	Iteration 29Q: 3 clusters Score -679680.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -679697.062500 Penalty: 4250.142578
	Iteration 30Q: 3 clusters Score -679697.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -679709.750000 Penalty: 4250.142578
	Iteration 31Q: 3 clusters Score -679709.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -679720.500000 Penalty: 4250.142578
	Iteration 32Q: 3 clusters Score -679720.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -679727.687500 Penalty: 4250.142578
	Iteration 33Q: 3 clusters Score -679727.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -679732.750000 Penalty: 4250.142578
	Iteration 34Q: 3 clusters Score -679732.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -679740.687500 Penalty: 4250.142578
	Iteration 35Q: 3 clusters Score -679740.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -679747.250000 Penalty: 4250.142578
	Iteration 36Q: 3 clusters Score -679747.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -679753.500000 Penalty: 4250.142578
	Iteration 37Q: 3 clusters Score -679753.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -679763.687500 Penalty: 4250.142578
	Iteration 38Q: 3 clusters Score -679763.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -679774.062500 Penalty: 4250.142578
	Iteration 39Q: 3 clusters Score -679774.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -679782.562500 Penalty: 4250.142578
	Iteration 40F: 3 clusters Score -679782.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -679793.187500 Penalty: 4250.142578
	Iteration 41Q: 3 clusters Score -679793.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -679804.875000 Penalty: 4250.142578
	Iteration 42Q: 3 clusters Score -679804.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -679814.125000 Penalty: 4250.142578
	Iteration 43Q: 3 clusters Score -679814.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -679820.500000 Penalty: 4250.142578
	Iteration 44Q: 3 clusters Score -679820.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -679825.187500 Penalty: 4250.142578
	Iteration 45Q: 3 clusters Score -679825.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -679830.812500 Penalty: 4250.142578
	Iteration 46Q: 3 clusters Score -679830.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -679837.812500 Penalty: 4250.142578
	Iteration 47Q: 3 clusters Score -679837.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -679844.437500 Penalty: 4250.142578
	Iteration 48Q: 3 clusters Score -679844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -679849.687500 Penalty: 4250.142578
	Iteration 49Q: 3 clusters Score -679849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -679850.687500 Penalty: 4250.142578
	Iteration 50Q: 3 clusters Score -679850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -679852.937500 Penalty: 4250.142578
	Iteration 51Q: 3 clusters Score -679852.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -679854.875000 Penalty: 4250.142578
	Iteration 52Q: 3 clusters Score -679854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -679855.937500 Penalty: 4250.142578
	Iteration 53Q: 3 clusters Score -679855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -679856.812500 Penalty: 4250.142578
	Iteration 54Q: 3 clusters Score -679856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -679859.812500 Penalty: 4250.142578
	Iteration 55Q: 3 clusters Score -679859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -679862.437500 Penalty: 4250.142578
	Iteration 56Q: 3 clusters Score -679862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -679862.000000 Penalty: 4250.142578
	Iteration 57Q: 3 clusters Score -679862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -679864.687500 Penalty: 4250.142578
	Iteration 58Q: 3 clusters Score -679864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -679864.812500 Penalty: 4250.142578
	Iteration 59Q: 3 clusters Score -679864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -679867.500000 Penalty: 4250.142578
	Iteration 60F: 3 clusters Score -679867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -679868.250000 Penalty: 4250.142578
	Iteration 61Q: 3 clusters Score -679868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -679867.875000 Penalty: 4250.142578
	Iteration 62Q: 3 clusters Score -679867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -679867.875000 Penalty: 4250.142578
	Iteration 63F: 3 clusters Score -679867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Entering Unmasked Estep 
Score: -3192653.500000 Penalty: 2510.201416
	Iteration 0F: 2 clusters Score -3192654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3175534.750000 Penalty: 5020.402832
	Iteration 0F: 3 clusters Score -3175535 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3181478.500000 Penalty: 5020.402832
	Iteration 1F: 3 clusters Score -3181478 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3182053.500000 Penalty: 5020.402832
	Iteration 2F: 3 clusters Score -3182054 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3182656.000000 Penalty: 5020.402832
	Iteration 3F: 3 clusters Score -3182656 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3183340.250000 Penalty: 5020.402832
	Iteration 4F: 3 clusters Score -3183340 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3184049.000000 Penalty: 5020.402832
	Iteration 5F: 3 clusters Score -3184049 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3184750.000000 Penalty: 5020.402832
	Iteration 6F: 3 clusters Score -3184750 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3185361.500000 Penalty: 5020.402832
	Iteration 7F: 3 clusters Score -3185362 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3185909.000000 Penalty: 5020.402832
	Iteration 8Q: 3 clusters Score -3185909 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3186310.250000 Penalty: 5020.402832
	Iteration 9Q: 3 clusters Score -3186310 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3186635.000000 Penalty: 5020.402832
	Iteration 10Q: 3 clusters Score -3186635 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3186924.250000 Penalty: 5020.402832
	Iteration 11Q: 3 clusters Score -3186924 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3187177.000000 Penalty: 5020.402832
	Iteration 12Q: 3 clusters Score -3187177 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3187393.500000 Penalty: 5020.402832
	Iteration 13Q: 3 clusters Score -3187394 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3187625.500000 Penalty: 5020.402832
	Iteration 14Q: 3 clusters Score -3187626 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3187895.250000 Penalty: 5020.402832
	Iteration 15Q: 3 clusters Score -3187895 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3188242.500000 Penalty: 5020.402832
	Iteration 16Q: 3 clusters Score -3188242 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3188601.000000 Penalty: 5020.402832
	Iteration 17Q: 3 clusters Score -3188601 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3188949.000000 Penalty: 5020.402832
	Iteration 18Q: 3 clusters Score -3188949 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3189263.250000 Penalty: 5020.402832
	Iteration 19Q: 3 clusters Score -3189263 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3189577.250000 Penalty: 5020.402832
	Iteration 20F: 3 clusters Score -3189577 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3189857.000000 Penalty: 5020.402832
	Iteration 21Q: 3 clusters Score -3189857 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3190061.000000 Penalty: 5020.402832
	Iteration 22Q: 3 clusters Score -3190061 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3190257.000000 Penalty: 5020.402832
	Iteration 23Q: 3 clusters Score -3190257 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3190414.000000 Penalty: 5020.402832
	Iteration 24Q: 3 clusters Score -3190414 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3190544.000000 Penalty: 5020.402832
	Iteration 25Q: 3 clusters Score -3190544 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3190653.000000 Penalty: 5020.402832
	Iteration 26Q: 3 clusters Score -3190653 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3190737.000000 Penalty: 5020.402832
	Iteration 27Q: 3 clusters Score -3190737 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3190820.500000 Penalty: 5020.402832
	Iteration 28Q: 3 clusters Score -3190820 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3190882.500000 Penalty: 5020.402832
	Iteration 29Q: 3 clusters Score -3190882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3190919.000000 Penalty: 5020.402832
	Iteration 30Q: 3 clusters Score -3190919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3190943.250000 Penalty: 5020.402832
	Iteration 31Q: 3 clusters Score -3190943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3190963.000000 Penalty: 5020.402832
	Iteration 32Q: 3 clusters Score -3190963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3190982.750000 Penalty: 5020.402832
	Iteration 33Q: 3 clusters Score -3190983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3190988.000000 Penalty: 5020.402832
	Iteration 34Q: 3 clusters Score -3190988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3190994.750000 Penalty: 5020.402832
	Iteration 35Q: 3 clusters Score -3190995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3191003.750000 Penalty: 5020.402832
	Iteration 36Q: 3 clusters Score -3191004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3191009.250000 Penalty: 5020.402832
	Iteration 37Q: 3 clusters Score -3191009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3191013.750000 Penalty: 5020.402832
	Iteration 38Q: 3 clusters Score -3191014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3191020.250000 Penalty: 5020.402832
	Iteration 39Q: 3 clusters Score -3191020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3191019.250000 Penalty: 5020.402832
	Iteration 40F: 3 clusters Score -3191019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3191021.750000 Penalty: 5020.402832
	Iteration 41Q: 3 clusters Score -3191022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3191027.500000 Penalty: 5020.402832
	Iteration 42Q: 3 clusters Score -3191028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3191028.500000 Penalty: 5020.402832
	Iteration 43Q: 3 clusters Score -3191028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3191032.750000 Penalty: 5020.402832
	Iteration 44Q: 3 clusters Score -3191033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3191032.000000 Penalty: 5020.402832
	Iteration 45Q: 3 clusters Score -3191032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3191032.750000 Penalty: 5020.402832
	Iteration 46Q: 3 clusters Score -3191033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3191033.250000 Penalty: 5020.402832
	Iteration 47Q: 3 clusters Score -3191033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3191033.000000 Penalty: 5020.402832
	Iteration 48Q: 3 clusters Score -3191033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3191033.000000 Penalty: 5020.402832
	Iteration 49F: 3 clusters Score -3191033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Entering Unmasked Estep 
Score: -2790224.750000 Penalty: 2474.760498
	Iteration 0F: 2 clusters Score -2790225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2774980.750000 Penalty: 4949.520996
	Iteration 0F: 3 clusters Score -2774981 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2780110.000000 Penalty: 4949.520996
	Iteration 1F: 3 clusters Score -2780110 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2780525.500000 Penalty: 4949.520996
	Iteration 2F: 3 clusters Score -2780526 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2780924.000000 Penalty: 4949.520996
	Iteration 3Q: 3 clusters Score -2780924 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2781311.500000 Penalty: 4949.520996
	Iteration 4Q: 3 clusters Score -2781312 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2781631.250000 Penalty: 4949.520996
	Iteration 5Q: 3 clusters Score -2781631 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2781945.250000 Penalty: 4949.520996
	Iteration 6Q: 3 clusters Score -2781945 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2782271.500000 Penalty: 4949.520996
	Iteration 7Q: 3 clusters Score -2782272 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2782634.750000 Penalty: 4949.520996
	Iteration 8Q: 3 clusters Score -2782635 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2783104.750000 Penalty: 4949.520996
	Iteration 9Q: 3 clusters Score -2783105 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2783684.250000 Penalty: 4949.520996
	Iteration 10Q: 3 clusters Score -2783684 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2784368.500000 Penalty: 4949.520996
	Iteration 11Q: 3 clusters Score -2784368 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2785187.000000 Penalty: 4949.520996
	Iteration 12F: 3 clusters Score -2785187 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2786002.250000 Penalty: 4949.520996
	Iteration 13Q: 3 clusters Score -2786002 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2786678.500000 Penalty: 4949.520996
	Iteration 14Q: 3 clusters Score -2786678 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2787214.250000 Penalty: 4949.520996
	Iteration 15Q: 3 clusters Score -2787214 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2787608.500000 Penalty: 4949.520996
	Iteration 16Q: 3 clusters Score -2787608 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2787876.500000 Penalty: 4949.520996
	Iteration 17Q: 3 clusters Score -2787876 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2788125.750000 Penalty: 4949.520996
	Iteration 18Q: 3 clusters Score -2788126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2788239.000000 Penalty: 4949.520996
	Iteration 19Q: 3 clusters Score -2788239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2788288.500000 Penalty: 4949.520996
	Iteration 20F: 3 clusters Score -2788288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2788333.250000 Penalty: 4949.520996
	Iteration 21Q: 3 clusters Score -2788333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2788362.000000 Penalty: 4949.520996
	Iteration 22Q: 3 clusters Score -2788362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2788384.500000 Penalty: 4949.520996
	Iteration 23Q: 3 clusters Score -2788384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2788396.500000 Penalty: 4949.520996
	Iteration 24Q: 3 clusters Score -2788396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2788399.000000 Penalty: 4949.520996
	Iteration 25Q: 3 clusters Score -2788399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2788407.500000 Penalty: 4949.520996
	Iteration 26Q: 3 clusters Score -2788408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2788411.250000 Penalty: 4949.520996
	Iteration 27Q: 3 clusters Score -2788411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2788418.750000 Penalty: 4949.520996
	Iteration 28Q: 3 clusters Score -2788419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2788424.750000 Penalty: 4949.520996
	Iteration 29Q: 3 clusters Score -2788425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2788428.750000 Penalty: 4949.520996
	Iteration 30Q: 3 clusters Score -2788429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2788443.500000 Penalty: 4949.520996
	Iteration 31Q: 3 clusters Score -2788444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2788449.500000 Penalty: 4949.520996
	Iteration 32Q: 3 clusters Score -2788450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2788452.250000 Penalty: 4949.520996
	Iteration 33Q: 3 clusters Score -2788452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2788460.250000 Penalty: 4949.520996
	Iteration 34Q: 3 clusters Score -2788460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2788461.250000 Penalty: 4949.520996
	Iteration 35Q: 3 clusters Score -2788461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2788469.250000 Penalty: 4949.520996
	Iteration 36Q: 3 clusters Score -2788469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2788470.500000 Penalty: 4949.520996
	Iteration 37Q: 3 clusters Score -2788470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2788471.000000 Penalty: 4949.520996
	Iteration 38Q: 3 clusters Score -2788471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2788472.250000 Penalty: 4949.520996
	Iteration 39Q: 3 clusters Score -2788472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2788479.500000 Penalty: 4949.520996
	Iteration 40F: 3 clusters Score -2788480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2788479.250000 Penalty: 4949.520996
	Iteration 41Q: 3 clusters Score -2788479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2788481.500000 Penalty: 4949.520996
	Iteration 42Q: 3 clusters Score -2788482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2788487.250000 Penalty: 4949.520996
	Iteration 43Q: 3 clusters Score -2788487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2788485.500000 Penalty: 4949.520996
	Iteration 44Q: 3 clusters Score -2788486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2788489.500000 Penalty: 4949.520996
	Iteration 45Q: 3 clusters Score -2788490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2788492.500000 Penalty: 4949.520996
	Iteration 46Q: 3 clusters Score -2788492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2788495.250000 Penalty: 4949.520996
	Iteration 47Q: 3 clusters Score -2788495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2788494.500000 Penalty: 4949.520996
	Iteration 48Q: 3 clusters Score -2788494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2788494.500000 Penalty: 4949.520996
	Iteration 49Q: 3 clusters Score -2788494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2788495.250000 Penalty: 4949.520996
	Iteration 50Q: 3 clusters Score -2788495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2788496.500000 Penalty: 4949.520996
	Iteration 51Q: 3 clusters Score -2788496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2788500.000000 Penalty: 4949.520996
	Iteration 52Q: 3 clusters Score -2788500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2788500.750000 Penalty: 4949.520996
	Iteration 53Q: 3 clusters Score -2788501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2788504.750000 Penalty: 4949.520996
	Iteration 54Q: 3 clusters Score -2788505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2788507.750000 Penalty: 4949.520996
	Iteration 55Q: 3 clusters Score -2788508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2788506.750000 Penalty: 4949.520996
	Iteration 56Q: 3 clusters Score -2788507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2788505.500000 Penalty: 4949.520996
	Iteration 57Q: 3 clusters Score -2788506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2788508.500000 Penalty: 4949.520996
	Iteration 58Q: 3 clusters Score -2788508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2788508.500000 Penalty: 4949.520996
	Iteration 59F: 3 clusters Score -2788508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 9150 members 
Mstep: Class 5 contains 6878 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10849 members 
Mstep: Class 8 contains 12757 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 7592 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42904 members 
Mstep: Class 16 contains 144316 members 
Mstep: Class 17 contains 20066 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24879 members 
Mstep: Class 20 contains 21566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892076.000000 Penalty: 63116.312500
Iteration 199Q: 21 clusters Score -4.289208e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 9179 members 
Mstep: Class 5 contains 6868 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10831 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42905 members 
Mstep: Class 16 contains 144331 members 
Mstep: Class 17 contains 20071 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24862 members 
Mstep: Class 20 contains 21567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892096.000000 Penalty: 63116.312500
Iteration 200F: 21 clusters Score -4.28921e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 9199 members 
Mstep: Class 5 contains 6862 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10814 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42903 members 
Mstep: Class 16 contains 144348 members 
Mstep: Class 17 contains 20072 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 24845 members 
Mstep: Class 20 contains 21564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892088.000000 Penalty: 63116.312500
Iteration 201Q: 21 clusters Score -4.289209e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 2863 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 6854 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10799 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 7577 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42902 members 
Mstep: Class 16 contains 144363 members 
Mstep: Class 17 contains 20073 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24829 members 
Mstep: Class 20 contains 21567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892064.000000 Penalty: 63116.312500
Iteration 202Q: 21 clusters Score -4.289206e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 5 contains 6851 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10782 members 
Mstep: Class 8 contains 12761 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42900 members 
Mstep: Class 16 contains 144377 members 
Mstep: Class 17 contains 20077 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 24820 members 
Mstep: Class 20 contains 21568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892064.000000 Penalty: 63116.312500
Iteration 203Q: 21 clusters Score -4.289206e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 9260 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10767 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42899 members 
Mstep: Class 16 contains 144389 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 24809 members 
Mstep: Class 20 contains 21569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892064.000000 Penalty: 63116.312500
Iteration 204Q: 21 clusters Score -4.289206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 9269 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10756 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42898 members 
Mstep: Class 16 contains 144397 members 
Mstep: Class 17 contains 20079 members 
Mstep: Class 18 contains 5262 members 
Mstep: Class 19 contains 24802 members 
Mstep: Class 20 contains 21568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892028.000000 Penalty: 63116.312500
Iteration 205Q: 21 clusters Score -4.289203e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 2867 members 
Mstep: Class 4 contains 9292 members 
Mstep: Class 5 contains 6843 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10747 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42898 members 
Mstep: Class 16 contains 144404 members 
Mstep: Class 17 contains 20078 members 
Mstep: Class 18 contains 5262 members 
Mstep: Class 19 contains 24788 members 
Mstep: Class 20 contains 21570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892032.000000 Penalty: 63116.312500
Iteration 206Q: 21 clusters Score -4.289203e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 9305 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 12765 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42899 members 
Mstep: Class 16 contains 144421 members 
Mstep: Class 17 contains 20080 members 
Mstep: Class 18 contains 5262 members 
Mstep: Class 19 contains 24773 members 
Mstep: Class 20 contains 21572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892040.000000 Penalty: 63116.312500
Iteration 207Q: 21 clusters Score -4.289204e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 9320 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10728 members 
Mstep: Class 8 contains 12765 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42898 members 
Mstep: Class 16 contains 144431 members 
Mstep: Class 17 contains 20081 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 24765 members 
Mstep: Class 20 contains 21572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892088.000000 Penalty: 63116.312500
Iteration 208Q: 21 clusters Score -4.289209e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 2864 members 
Mstep: Class 4 contains 9341 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10724 members 
Mstep: Class 8 contains 12765 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42896 members 
Mstep: Class 16 contains 144434 members 
Mstep: Class 17 contains 20081 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 24757 members 
Mstep: Class 20 contains 21572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892116.000000 Penalty: 63116.312500
Iteration 209Q: 21 clusters Score -4.289212e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 9356 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10714 members 
Mstep: Class 8 contains 12766 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42892 members 
Mstep: Class 16 contains 144445 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 24749 members 
Mstep: Class 20 contains 21573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892056.000000 Penalty: 63116.312500
Iteration 210Q: 21 clusters Score -4.289206e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2697 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 9375 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10706 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42888 members 
Mstep: Class 16 contains 144453 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 24738 members 
Mstep: Class 20 contains 21573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892048.000000 Penalty: 63116.312500
Iteration 211Q: 21 clusters Score -4.289205e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2696 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 9400 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10699 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42886 members 
Mstep: Class 16 contains 144463 members 
Mstep: Class 17 contains 20085 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 24728 members 
Mstep: Class 20 contains 21574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892132.000000 Penalty: 63116.312500
Iteration 212Q: 21 clusters Score -4.289213e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 9416 members 
Mstep: Class 5 contains 6818 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10691 members 
Mstep: Class 8 contains 12770 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42883 members 
Mstep: Class 16 contains 144475 members 
Mstep: Class 17 contains 20088 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 24713 members 
Mstep: Class 20 contains 21576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892104.000000 Penalty: 63116.312500
Iteration 213Q: 21 clusters Score -4.28921e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 9438 members 
Mstep: Class 5 contains 6818 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 12770 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42882 members 
Mstep: Class 16 contains 144475 members 
Mstep: Class 17 contains 20089 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24700 members 
Mstep: Class 20 contains 21578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892024.000000 Penalty: 63116.312500
Iteration 214Q: 21 clusters Score -4.289202e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 6815 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10669 members 
Mstep: Class 8 contains 12772 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42881 members 
Mstep: Class 16 contains 144482 members 
Mstep: Class 17 contains 20089 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24680 members 
Mstep: Class 20 contains 21578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891952.000000 Penalty: 63116.312500
Iteration 215Q: 21 clusters Score -4.289195e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2696 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 9494 members 
Mstep: Class 5 contains 6810 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 12773 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42878 members 
Mstep: Class 16 contains 144488 members 
Mstep: Class 17 contains 20089 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24659 members 
Mstep: Class 20 contains 21578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891952.000000 Penalty: 63116.312500
Iteration 216Q: 21 clusters Score -4.289195e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 9524 members 
Mstep: Class 5 contains 6807 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 12776 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42876 members 
Mstep: Class 16 contains 144495 members 
Mstep: Class 17 contains 20087 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24629 members 
Mstep: Class 20 contains 21578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891944.000000 Penalty: 63116.312500
Iteration 217Q: 21 clusters Score -4.289194e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 12776 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42876 members 
Mstep: Class 16 contains 144497 members 
Mstep: Class 17 contains 20085 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24606 members 
Mstep: Class 20 contains 21577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891960.000000 Penalty: 63116.312500
Iteration 218Q: 21 clusters Score -4.289196e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 9595 members 
Mstep: Class 5 contains 6796 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10641 members 
Mstep: Class 8 contains 12778 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42876 members 
Mstep: Class 16 contains 144502 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24584 members 
Mstep: Class 20 contains 21577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891992.000000 Penalty: 63116.312500
Iteration 219Q: 21 clusters Score -4.289199e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 9629 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10633 members 
Mstep: Class 8 contains 12781 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9823 members 
Mstep: Class 15 contains 42874 members 
Mstep: Class 16 contains 144504 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 24566 members 
Mstep: Class 20 contains 21577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891988.000000 Penalty: 63116.312500
Iteration 220F: 21 clusters Score -4.289199e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 9655 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10624 members 
Mstep: Class 8 contains 12784 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9823 members 
Mstep: Class 15 contains 42871 members 
Mstep: Class 16 contains 144516 members 
Mstep: Class 17 contains 20079 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 24549 members 
Mstep: Class 20 contains 21579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891968.000000 Penalty: 63116.312500
Iteration 221Q: 21 clusters Score -4.289197e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2845 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10612 members 
Mstep: Class 8 contains 12786 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42869 members 
Mstep: Class 16 contains 144536 members 
Mstep: Class 17 contains 20079 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 24523 members 
Mstep: Class 20 contains 21581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892004.000000 Penalty: 63116.312500
Iteration 222Q: 21 clusters Score -4.2892e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 9716 members 
Mstep: Class 5 contains 6747 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10603 members 
Mstep: Class 8 contains 12789 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42870 members 
Mstep: Class 16 contains 144548 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 24494 members 
Mstep: Class 20 contains 21584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892056.000000 Penalty: 63116.312500
Iteration 223Q: 21 clusters Score -4.289206e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 6730 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 12786 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 42869 members 
Mstep: Class 16 contains 144563 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 24463 members 
Mstep: Class 20 contains 21585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892012.000000 Penalty: 63116.312500
Iteration 224Q: 21 clusters Score -4.289201e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 9804 members 
Mstep: Class 5 contains 6708 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 12788 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42868 members 
Mstep: Class 16 contains 144563 members 
Mstep: Class 17 contains 20083 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 24433 members 
Mstep: Class 20 contains 21586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891992.000000 Penalty: 63116.312500
Iteration 225Q: 21 clusters Score -4.289199e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10585 members 
Mstep: Class 8 contains 12788 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7549 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42866 members 
Mstep: Class 16 contains 144567 members 
Mstep: Class 17 contains 20085 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 24416 members 
Mstep: Class 20 contains 21587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891984.000000 Penalty: 63116.312500
Iteration 226Q: 21 clusters Score -4.289198e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 9873 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 12788 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42865 members 
Mstep: Class 16 contains 144573 members 
Mstep: Class 17 contains 20083 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 24404 members 
Mstep: Class 20 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892012.000000 Penalty: 63116.312500
Iteration 227Q: 21 clusters Score -4.289201e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 9921 members 
Mstep: Class 5 contains 6658 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10557 members 
Mstep: Class 8 contains 12788 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42863 members 
Mstep: Class 16 contains 144571 members 
Mstep: Class 17 contains 20083 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 24397 members 
Mstep: Class 20 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892132.000000 Penalty: 63116.312500
Iteration 228Q: 21 clusters Score -4.289213e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 9956 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 12791 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42860 members 
Mstep: Class 16 contains 144578 members 
Mstep: Class 17 contains 20080 members 
Mstep: Class 18 contains 5273 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892100.000000 Penalty: 63116.312500
Iteration 229Q: 21 clusters Score -4.28921e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 9991 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10516 members 
Mstep: Class 8 contains 12795 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7535 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42856 members 
Mstep: Class 16 contains 144593 members 
Mstep: Class 17 contains 20081 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 24377 members 
Mstep: Class 20 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892096.000000 Penalty: 63116.312500
Iteration 230Q: 21 clusters Score -4.28921e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10497 members 
Mstep: Class 8 contains 12795 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42855 members 
Mstep: Class 16 contains 144609 members 
Mstep: Class 17 contains 20083 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 24366 members 
Mstep: Class 20 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892052.000000 Penalty: 63116.312500
Iteration 231Q: 21 clusters Score -4.289205e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 2867 members 
Mstep: Class 4 contains 10062 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10471 members 
Mstep: Class 8 contains 12799 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7523 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 42853 members 
Mstep: Class 16 contains 144623 members 
Mstep: Class 17 contains 20089 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 24350 members 
Mstep: Class 20 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892096.000000 Penalty: 63116.312500
Iteration 232Q: 21 clusters Score -4.28921e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 2867 members 
Mstep: Class 4 contains 10105 members 
Mstep: Class 5 contains 6596 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 12800 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 42851 members 
Mstep: Class 16 contains 144649 members 
Mstep: Class 17 contains 20089 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 24336 members 
Mstep: Class 20 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892044.000000 Penalty: 63116.312500
Iteration 233Q: 21 clusters Score -4.289204e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 6580 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10418 members 
Mstep: Class 8 contains 12800 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7505 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42851 members 
Mstep: Class 16 contains 144661 members 
Mstep: Class 17 contains 20092 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24310 members 
Mstep: Class 20 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892136.000000 Penalty: 63116.312500
Iteration 234Q: 21 clusters Score -4.289214e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 10194 members 
Mstep: Class 5 contains 6571 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10394 members 
Mstep: Class 8 contains 12801 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42842 members 
Mstep: Class 16 contains 144691 members 
Mstep: Class 17 contains 20088 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 24281 members 
Mstep: Class 20 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892084.000000 Penalty: 63116.312500
Iteration 235Q: 21 clusters Score -4.289208e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2723 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 10230 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10368 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42839 members 
Mstep: Class 16 contains 144711 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 5265 members 
Mstep: Class 19 contains 24256 members 
Mstep: Class 20 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892136.000000 Penalty: 63116.312500
Iteration 236Q: 21 clusters Score -4.289214e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 10274 members 
Mstep: Class 5 contains 6554 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10340 members 
Mstep: Class 8 contains 12814 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 7496 members 
Mstep: Class 11 contains 6076 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42832 members 
Mstep: Class 16 contains 144732 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 24237 members 
Mstep: Class 20 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892208.000000 Penalty: 63116.312500
Iteration 237Q: 21 clusters Score -4.289221e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2733 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10313 members 
Mstep: Class 8 contains 12816 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42821 members 
Mstep: Class 16 contains 144747 members 
Mstep: Class 17 contains 20088 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 24212 members 
Mstep: Class 20 contains 21588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892176.000000 Penalty: 63116.312500
Iteration 238Q: 21 clusters Score -4.289218e+07 nChanged 208
Entering ConstructFrom: 
Score: -42892176.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -21556.324219 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -21556.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20489.751953 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -20489.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20570.810547 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -20570.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20596.060547 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -20596.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20600.617188 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -20600.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20600.617188 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -20600.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -354810.718750 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -354810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -351697.343750 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -351697.3 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -352325.625000 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -352325.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -352449.187500 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -352449.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -352520.531250 Penalty: 3926.012695
	Iteration 3Q: 3 clusters Score -352520.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -352556.343750 Penalty: 3926.012695
	Iteration 4Q: 3 clusters Score -352556.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -352578.406250 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -352578.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -352594.031250 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -352594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -352602.375000 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -352602.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -352616.875000 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -352616.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -352630.843750 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -352630.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -352641.875000 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -352641.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -352648.250000 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -352648.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -352657.031250 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -352657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -352663.281250 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -352663.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -352670.375000 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -352670.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -352674.750000 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -352674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -352678.281250 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -352678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -352679.968750 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -352680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -352680.031250 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -352680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -352681.687500 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -352681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -352682.531250 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -352682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -352683.562500 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -352683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -352684.187500 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -352684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -352684.843750 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -352684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -352685.812500 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -352685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -352687.281250 Penalty: 3926.012695
	Iteration 25Q: 3 clusters Score -352687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -352688.187500 Penalty: 3926.012695
	Iteration 26Q: 3 clusters Score -352688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -352688.125000 Penalty: 3926.012695
	Iteration 27Q: 3 clusters Score -352688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -352688.906250 Penalty: 3926.012695
	Iteration 28Q: 3 clusters Score -352688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -352691.687500 Penalty: 3926.012695
	Iteration 29Q: 3 clusters Score -352691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -352694.468750 Penalty: 3926.012695
	Iteration 30Q: 3 clusters Score -352694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -352696.312500 Penalty: 3926.012695
	Iteration 31Q: 3 clusters Score -352696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -352698.843750 Penalty: 3926.012695
	Iteration 32Q: 3 clusters Score -352698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -352702.812500 Penalty: 3926.012695
	Iteration 33Q: 3 clusters Score -352702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -352705.593750 Penalty: 3926.012695
	Iteration 34Q: 3 clusters Score -352705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -352707.500000 Penalty: 3926.012695
	Iteration 35Q: 3 clusters Score -352707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -352708.812500 Penalty: 3926.012695
	Iteration 36Q: 3 clusters Score -352708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -352710.562500 Penalty: 3926.012695
	Iteration 37Q: 3 clusters Score -352710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -352711.062500 Penalty: 3926.012695
	Iteration 38Q: 3 clusters Score -352711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -352711.718750 Penalty: 3926.012695
	Iteration 39Q: 3 clusters Score -352711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -352711.937500 Penalty: 3926.012695
	Iteration 40F: 3 clusters Score -352711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -352711.312500 Penalty: 3926.012695
	Iteration 41Q: 3 clusters Score -352711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -352713.093750 Penalty: 3926.012695
	Iteration 42Q: 3 clusters Score -352713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -352714.468750 Penalty: 3926.012695
	Iteration 43Q: 3 clusters Score -352714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -352715.375000 Penalty: 3926.012695
	Iteration 44Q: 3 clusters Score -352715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -352716.906250 Penalty: 3926.012695
	Iteration 45Q: 3 clusters Score -352716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -352718.750000 Penalty: 3926.012695
	Iteration 46Q: 3 clusters Score -352718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -352720.312500 Penalty: 3926.012695
	Iteration 47Q: 3 clusters Score -352720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -352722.156250 Penalty: 3926.012695
	Iteration 48Q: 3 clusters Score -352722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -352723.781250 Penalty: 3926.012695
	Iteration 49Q: 3 clusters Score -352723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -352726.250000 Penalty: 3926.012695
	Iteration 50Q: 3 clusters Score -352726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -352727.656250 Penalty: 3926.012695
	Iteration 51Q: 3 clusters Score -352727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -352729.031250 Penalty: 3926.012695
	Iteration 52Q: 3 clusters Score -352729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -352729.687500 Penalty: 3926.012695
	Iteration 53Q: 3 clusters Score -352729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -352730.625000 Penalty: 3926.012695
	Iteration 54Q: 3 clusters Score -352730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -352731.468750 Penalty: 3926.012695
	Iteration 55Q: 3 clusters Score -352731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -352731.687500 Penalty: 3926.012695
	Iteration 56Q: 3 clusters Score -352731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -352732.437500 Penalty: 3926.012695
	Iteration 57Q: 3 clusters Score -352732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -352732.437500 Penalty: 3926.012695
	Iteration 58F: 3 clusters Score -352732.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -354959.406250 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -354959.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -351794.156250 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -351794.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -352415.187500 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -352415.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -352573.375000 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -352573.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -352651.156250 Penalty: 3947.627686
	Iteration 3Q: 3 clusters Score -352651.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -352696.156250 Penalty: 3947.627686
	Iteration 4Q: 3 clusters Score -352696.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -352730.250000 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -352730.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -352759.687500 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -352759.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -352785.406250 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -352785.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -352803.937500 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -352803.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -352819.312500 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -352819.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -352836.218750 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -352836.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -352858.375000 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -352858.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -352878.062500 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -352878.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -352890.718750 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -352890.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -352898.500000 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -352898.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -352909.968750 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -352910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -352921.437500 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -352921.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -352932.562500 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -352932.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -352946.687500 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -352946.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -352957.625000 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -352957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -352965.312500 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -352965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -352969.375000 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -352969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352972.218750 Penalty: 3947.627686
	Iteration 22Q: 3 clusters Score -352972.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -352976.281250 Penalty: 3947.627686
	Iteration 23Q: 3 clusters Score -352976.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -352980.218750 Penalty: 3947.627686
	Iteration 24Q: 3 clusters Score -352980.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -352981.687500 Penalty: 3947.627686
	Iteration 25Q: 3 clusters Score -352981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -352983.656250 Penalty: 3947.627686
	Iteration 26Q: 3 clusters Score -352983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -352984.093750 Penalty: 3947.627686
	Iteration 27Q: 3 clusters Score -352984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -352985.343750 Penalty: 3947.627686
	Iteration 28Q: 3 clusters Score -352985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -352986.468750 Penalty: 3947.627686
	Iteration 29Q: 3 clusters Score -352986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -352987.375000 Penalty: 3947.627686
	Iteration 30Q: 3 clusters Score -352987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -352987.875000 Penalty: 3947.627686
	Iteration 31Q: 3 clusters Score -352987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -352988.906250 Penalty: 3947.627686
	Iteration 32Q: 3 clusters Score -352988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -352989.656250 Penalty: 3947.627686
	Iteration 33Q: 3 clusters Score -352989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -352990.281250 Penalty: 3947.627686
	Iteration 34Q: 3 clusters Score -352990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -352990.281250 Penalty: 3947.627686
	Iteration 35F: 3 clusters Score -352990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Entering Unmasked Estep 
Score: -1293050.250000 Penalty: 2294.462891
	Iteration 0F: 2 clusters Score -1293050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1285090.750000 Penalty: 4588.925781
	Iteration 0F: 3 clusters Score -1285091 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1287449.375000 Penalty: 4588.925781
	Iteration 1F: 3 clusters Score -1287449 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1287798.250000 Penalty: 4588.925781
	Iteration 2F: 3 clusters Score -1287798 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1288046.375000 Penalty: 4588.925781
	Iteration 3F: 3 clusters Score -1288046 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1288254.125000 Penalty: 4588.925781
	Iteration 4Q: 3 clusters Score -1288254 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1288410.250000 Penalty: 4588.925781
	Iteration 5Q: 3 clusters Score -1288410 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1288560.125000 Penalty: 4588.925781
	Iteration 6Q: 3 clusters Score -1288560 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1288696.500000 Penalty: 4588.925781
	Iteration 7Q: 3 clusters Score -1288696 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1288826.125000 Penalty: 4588.925781
	Iteration 8Q: 3 clusters Score -1288826 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1288965.375000 Penalty: 4588.925781
	Iteration 9Q: 3 clusters Score -1288965 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1289092.875000 Penalty: 4588.925781
	Iteration 10Q: 3 clusters Score -1289093 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1289203.500000 Penalty: 4588.925781
	Iteration 11Q: 3 clusters Score -1289204 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1289308.750000 Penalty: 4588.925781
	Iteration 12Q: 3 clusters Score -1289309 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1289403.500000 Penalty: 4588.925781
	Iteration 13Q: 3 clusters Score -1289404 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1289489.750000 Penalty: 4588.925781
	Iteration 14Q: 3 clusters Score -1289490 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1289574.750000 Penalty: 4588.925781
	Iteration 15Q: 3 clusters Score -1289575 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1289670.375000 Penalty: 4588.925781
	Iteration 16Q: 3 clusters Score -1289670 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1289753.875000 Penalty: 4588.925781
	Iteration 17Q: 3 clusters Score -1289754 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1289856.375000 Penalty: 4588.925781
	Iteration 18Q: 3 clusters Score -1289856 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1289945.625000 Penalty: 4588.925781
	Iteration 19Q: 3 clusters Score -1289946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1290011.500000 Penalty: 4588.925781
	Iteration 20F: 3 clusters Score -1290012 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1290080.125000 Penalty: 4588.925781
	Iteration 21Q: 3 clusters Score -1290080 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1290148.750000 Penalty: 4588.925781
	Iteration 22Q: 3 clusters Score -1290149 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1290221.000000 Penalty: 4588.925781
	Iteration 23Q: 3 clusters Score -1290221 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1290300.875000 Penalty: 4588.925781
	Iteration 24Q: 3 clusters Score -1290301 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1290383.000000 Penalty: 4588.925781
	Iteration 25Q: 3 clusters Score -1290383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1290447.000000 Penalty: 4588.925781
	Iteration 26Q: 3 clusters Score -1290447 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1290513.500000 Penalty: 4588.925781
	Iteration 27Q: 3 clusters Score -1290514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1290581.750000 Penalty: 4588.925781
	Iteration 28Q: 3 clusters Score -1290582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1290664.875000 Penalty: 4588.925781
	Iteration 29Q: 3 clusters Score -1290665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1290737.125000 Penalty: 4588.925781
	Iteration 30Q: 3 clusters Score -1290737 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1290829.750000 Penalty: 4588.925781
	Iteration 31Q: 3 clusters Score -1290830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1290919.750000 Penalty: 4588.925781
	Iteration 32Q: 3 clusters Score -1290920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1290983.000000 Penalty: 4588.925781
	Iteration 33Q: 3 clusters Score -1290983 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1291029.625000 Penalty: 4588.925781
	Iteration 34Q: 3 clusters Score -1291030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1291062.375000 Penalty: 4588.925781
	Iteration 35Q: 3 clusters Score -1291062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1291072.000000 Penalty: 4588.925781
	Iteration 36Q: 3 clusters Score -1291072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1291079.750000 Penalty: 4588.925781
	Iteration 37Q: 3 clusters Score -1291080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1291082.000000 Penalty: 4588.925781
	Iteration 38Q: 3 clusters Score -1291082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1291087.750000 Penalty: 4588.925781
	Iteration 39Q: 3 clusters Score -1291088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1291092.250000 Penalty: 4588.925781
	Iteration 40F: 3 clusters Score -1291092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1291095.000000 Penalty: 4588.925781
	Iteration 41Q: 3 clusters Score -1291095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1291097.125000 Penalty: 4588.925781
	Iteration 42Q: 3 clusters Score -1291097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1291094.250000 Penalty: 4588.925781
	Iteration 43Q: 3 clusters Score -1291094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1291096.625000 Penalty: 4588.925781
	Iteration 44Q: 3 clusters Score -1291097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1291097.000000 Penalty: 4588.925781
	Iteration 45Q: 3 clusters Score -1291097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1291100.625000 Penalty: 4588.925781
	Iteration 46Q: 3 clusters Score -1291101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1291100.375000 Penalty: 4588.925781
	Iteration 47Q: 3 clusters Score -1291100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1291100.750000 Penalty: 4588.925781
	Iteration 48Q: 3 clusters Score -1291101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1291100.125000 Penalty: 4588.925781
	Iteration 49Q: 3 clusters Score -1291100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1291100.125000 Penalty: 4588.925781
	Iteration 50F: 3 clusters Score -1291100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -782398.187500 Penalty: 2177.635254
	Iteration 0F: 2 clusters Score -782398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -776953.750000 Penalty: 4355.270508
	Iteration 0F: 3 clusters Score -776953.8 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -778352.875000 Penalty: 4355.270508
	Iteration 1F: 3 clusters Score -778352.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -778609.500000 Penalty: 4355.270508
	Iteration 2F: 3 clusters Score -778609.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -778786.812500 Penalty: 4355.270508
	Iteration 3F: 3 clusters Score -778786.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -778906.187500 Penalty: 4355.270508
	Iteration 4Q: 3 clusters Score -778906.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -779006.312500 Penalty: 4355.270508
	Iteration 5Q: 3 clusters Score -779006.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -779110.875000 Penalty: 4355.270508
	Iteration 6Q: 3 clusters Score -779110.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -779205.937500 Penalty: 4355.270508
	Iteration 7Q: 3 clusters Score -779205.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -779296.000000 Penalty: 4355.270508
	Iteration 8Q: 3 clusters Score -779296 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -779389.750000 Penalty: 4355.270508
	Iteration 9Q: 3 clusters Score -779389.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -779485.875000 Penalty: 4355.270508
	Iteration 10Q: 3 clusters Score -779485.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -779584.750000 Penalty: 4355.270508
	Iteration 11Q: 3 clusters Score -779584.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -779682.000000 Penalty: 4355.270508
	Iteration 12Q: 3 clusters Score -779682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -779774.562500 Penalty: 4355.270508
	Iteration 13Q: 3 clusters Score -779774.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -779885.625000 Penalty: 4355.270508
	Iteration 14Q: 3 clusters Score -779885.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -779999.625000 Penalty: 4355.270508
	Iteration 15Q: 3 clusters Score -779999.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -780106.625000 Penalty: 4355.270508
	Iteration 16Q: 3 clusters Score -780106.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -780187.562500 Penalty: 4355.270508
	Iteration 17Q: 3 clusters Score -780187.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -780258.937500 Penalty: 4355.270508
	Iteration 18Q: 3 clusters Score -780258.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -780314.000000 Penalty: 4355.270508
	Iteration 19Q: 3 clusters Score -780314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -780353.250000 Penalty: 4355.270508
	Iteration 20F: 3 clusters Score -780353.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -780393.125000 Penalty: 4355.270508
	Iteration 21Q: 3 clusters Score -780393.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -780433.750000 Penalty: 4355.270508
	Iteration 22Q: 3 clusters Score -780433.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -780479.875000 Penalty: 4355.270508
	Iteration 23Q: 3 clusters Score -780479.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -780515.375000 Penalty: 4355.270508
	Iteration 24Q: 3 clusters Score -780515.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -780531.062500 Penalty: 4355.270508
	Iteration 25Q: 3 clusters Score -780531.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -780538.500000 Penalty: 4355.270508
	Iteration 26Q: 3 clusters Score -780538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -780549.750000 Penalty: 4355.270508
	Iteration 27Q: 3 clusters Score -780549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -780560.000000 Penalty: 4355.270508
	Iteration 28Q: 3 clusters Score -780560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -780569.937500 Penalty: 4355.270508
	Iteration 29Q: 3 clusters Score -780569.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -780574.750000 Penalty: 4355.270508
	Iteration 30Q: 3 clusters Score -780574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -780578.625000 Penalty: 4355.270508
	Iteration 31Q: 3 clusters Score -780578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -780578.250000 Penalty: 4355.270508
	Iteration 32Q: 3 clusters Score -780578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -780581.437500 Penalty: 4355.270508
	Iteration 33Q: 3 clusters Score -780581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -780581.437500 Penalty: 4355.270508
	Iteration 34F: 3 clusters Score -780581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -156358.625000 Penalty: 1790.289673
	Iteration 0F: 2 clusters Score -156358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -154293.671875 Penalty: 3580.579346
	Iteration 0F: 3 clusters Score -154293.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -154996.375000 Penalty: 3580.579346
	Iteration 1F: 3 clusters Score -154996.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -155278.812500 Penalty: 3580.579346
	Iteration 2F: 3 clusters Score -155278.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -155409.265625 Penalty: 3580.579346
	Iteration 3F: 3 clusters Score -155409.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155483.250000 Penalty: 3580.579346
	Iteration 4Q: 3 clusters Score -155483.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155543.781250 Penalty: 3580.579346
	Iteration 5Q: 3 clusters Score -155543.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -155589.796875 Penalty: 3580.579346
	Iteration 6Q: 3 clusters Score -155589.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -155627.687500 Penalty: 3580.579346
	Iteration 7Q: 3 clusters Score -155627.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -155670.421875 Penalty: 3580.579346
	Iteration 8Q: 3 clusters Score -155670.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -155714.328125 Penalty: 3580.579346
	Iteration 9Q: 3 clusters Score -155714.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155761.578125 Penalty: 3580.579346
	Iteration 10Q: 3 clusters Score -155761.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155801.921875 Penalty: 3580.579346
	Iteration 11Q: 3 clusters Score -155801.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155822.781250 Penalty: 3580.579346
	Iteration 12Q: 3 clusters Score -155822.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -155837.546875 Penalty: 3580.579346
	Iteration 13Q: 3 clusters Score -155837.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -155855.390625 Penalty: 3580.579346
	Iteration 14Q: 3 clusters Score -155855.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -155871.593750 Penalty: 3580.579346
	Iteration 15Q: 3 clusters Score -155871.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -155890.750000 Penalty: 3580.579346
	Iteration 16Q: 3 clusters Score -155890.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -155924.812500 Penalty: 3580.579346
	Iteration 17Q: 3 clusters Score -155924.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -155984.140625 Penalty: 3580.579346
	Iteration 18Q: 3 clusters Score -155984.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156036.578125 Penalty: 3580.579346
	Iteration 19Q: 3 clusters Score -156036.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -156112.406250 Penalty: 3580.579346
	Iteration 20F: 3 clusters Score -156112.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -156252.484375 Penalty: 3580.579346
	Iteration 21Q: 3 clusters Score -156252.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156445.437500 Penalty: 3580.579346
	Iteration 22Q: 3 clusters Score -156445.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156531.046875 Penalty: 3580.579346
	Iteration 23Q: 3 clusters Score -156531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156556.015625 Penalty: 3580.579346
	Iteration 24Q: 3 clusters Score -156556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -156593.546875 Penalty: 3580.579346
	Iteration 25Q: 3 clusters Score -156593.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -156610.687500 Penalty: 3580.579346
	Iteration 26Q: 3 clusters Score -156610.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -156625.656250 Penalty: 3580.579346
	Iteration 27Q: 3 clusters Score -156625.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156659.421875 Penalty: 3580.579346
	Iteration 28Q: 3 clusters Score -156659.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156699.562500 Penalty: 3580.579346
	Iteration 29Q: 3 clusters Score -156699.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -156735.406250 Penalty: 3580.579346
	Iteration 30Q: 3 clusters Score -156735.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -156773.687500 Penalty: 3580.579346
	Iteration 31Q: 3 clusters Score -156773.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -156821.046875 Penalty: 3580.579346
	Iteration 32Q: 3 clusters Score -156821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -156868.453125 Penalty: 3580.579346
	Iteration 33Q: 3 clusters Score -156868.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -156948.125000 Penalty: 3580.579346
	Iteration 34Q: 3 clusters Score -156948.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -157046.281250 Penalty: 3580.579346
	Iteration 35Q: 3 clusters Score -157046.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -157087.500000 Penalty: 3580.579346
	Iteration 36Q: 3 clusters Score -157087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -157093.562500 Penalty: 3580.579346
	Iteration 37Q: 3 clusters Score -157093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157095.000000 Penalty: 3580.579346
	Iteration 38Q: 3 clusters Score -157095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157133.750000 Penalty: 3580.579346
	Iteration 39F: 3 clusters Score -157133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -157155.281250 Penalty: 3580.579346
	Iteration 40F: 3 clusters Score -157155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -157207.343750 Penalty: 3580.579346
	Iteration 41Q: 3 clusters Score -157207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -157235.890625 Penalty: 3580.579346
	Iteration 42Q: 3 clusters Score -157235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -157363.703125 Penalty: 3580.579346
	Iteration 43Q: 3 clusters Score -157363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -157525.546875 Penalty: 3580.579346
	Iteration 44Q: 3 clusters Score -157525.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -157533.218750 Penalty: 3580.579346
	Iteration 45Q: 3 clusters Score -157533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -157537.078125 Penalty: 3580.579346
	Iteration 46Q: 3 clusters Score -157537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -157538.562500 Penalty: 3580.579346
	Iteration 47Q: 3 clusters Score -157538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -157538.562500 Penalty: 3580.579346
	Iteration 48F: 3 clusters Score -157538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 10287 members 
Mstep: Class 8 contains 12818 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7493 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42810 members 
Mstep: Class 16 contains 144755 members 
Mstep: Class 17 contains 20093 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 24177 members 
Mstep: Class 20 contains 21589 members 
Mstep: Class 21 contains 881 members 
Entering Unmasked Estep 
Score: -42892016.000000 Penalty: 66272.132812
Splitting cluster 6 changes total score from -42892176.000000 to -42892016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Entering Unmasked Estep 
Score: -1341136.375000 Penalty: 2291.181641
	Iteration 0F: 2 clusters Score -1341136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1333246.750000 Penalty: 4582.363281
	Iteration 0F: 3 clusters Score -1333247 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1335497.875000 Penalty: 4582.363281
	Iteration 1F: 3 clusters Score -1335498 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1335729.875000 Penalty: 4582.363281
	Iteration 2F: 3 clusters Score -1335730 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1335898.250000 Penalty: 4582.363281
	Iteration 3Q: 3 clusters Score -1335898 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1336021.500000 Penalty: 4582.363281
	Iteration 4Q: 3 clusters Score -1336022 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1336117.500000 Penalty: 4582.363281
	Iteration 5Q: 3 clusters Score -1336118 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1336205.375000 Penalty: 4582.363281
	Iteration 6Q: 3 clusters Score -1336205 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1336306.625000 Penalty: 4582.363281
	Iteration 7Q: 3 clusters Score -1336307 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1336408.250000 Penalty: 4582.363281
	Iteration 8Q: 3 clusters Score -1336408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1336524.125000 Penalty: 4582.363281
	Iteration 9Q: 3 clusters Score -1336524 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1336673.875000 Penalty: 4582.363281
	Iteration 10Q: 3 clusters Score -1336674 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1336846.375000 Penalty: 4582.363281
	Iteration 11Q: 3 clusters Score -1336846 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1337066.875000 Penalty: 4582.363281
	Iteration 12Q: 3 clusters Score -1337067 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1337329.125000 Penalty: 4582.363281
	Iteration 13Q: 3 clusters Score -1337329 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1337653.625000 Penalty: 4582.363281
	Iteration 14Q: 3 clusters Score -1337654 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1337990.250000 Penalty: 4582.363281
	Iteration 15Q: 3 clusters Score -1337990 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1338314.625000 Penalty: 4582.363281
	Iteration 16Q: 3 clusters Score -1338315 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1338575.750000 Penalty: 4582.363281
	Iteration 17Q: 3 clusters Score -1338576 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1338761.000000 Penalty: 4582.363281
	Iteration 18Q: 3 clusters Score -1338761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1338865.250000 Penalty: 4582.363281
	Iteration 19Q: 3 clusters Score -1338865 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1338943.000000 Penalty: 4582.363281
	Iteration 20F: 3 clusters Score -1338943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1338993.125000 Penalty: 4582.363281
	Iteration 21Q: 3 clusters Score -1338993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1339045.625000 Penalty: 4582.363281
	Iteration 22Q: 3 clusters Score -1339046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1339062.500000 Penalty: 4582.363281
	Iteration 23Q: 3 clusters Score -1339062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1339080.625000 Penalty: 4582.363281
	Iteration 24Q: 3 clusters Score -1339081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1339088.000000 Penalty: 4582.363281
	Iteration 25Q: 3 clusters Score -1339088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1339100.250000 Penalty: 4582.363281
	Iteration 26Q: 3 clusters Score -1339100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1339107.625000 Penalty: 4582.363281
	Iteration 27Q: 3 clusters Score -1339108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1339111.625000 Penalty: 4582.363281
	Iteration 28Q: 3 clusters Score -1339112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1339114.375000 Penalty: 4582.363281
	Iteration 29Q: 3 clusters Score -1339114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1339113.250000 Penalty: 4582.363281
	Iteration 30Q: 3 clusters Score -1339113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1339113.250000 Penalty: 4582.363281
	Iteration 31F: 3 clusters Score -1339113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Entering Unmasked Estep 
Score: -1690552.375000 Penalty: 2345.734131
	Iteration 0F: 2 clusters Score -1690552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1681036.750000 Penalty: 4691.468262
	Iteration 0F: 3 clusters Score -1681037 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1683947.750000 Penalty: 4691.468262
	Iteration 1F: 3 clusters Score -1683948 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1684259.125000 Penalty: 4691.468262
	Iteration 2F: 3 clusters Score -1684259 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1684493.625000 Penalty: 4691.468262
	Iteration 3Q: 3 clusters Score -1684494 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1684677.750000 Penalty: 4691.468262
	Iteration 4Q: 3 clusters Score -1684678 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1684832.500000 Penalty: 4691.468262
	Iteration 5Q: 3 clusters Score -1684832 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1684969.375000 Penalty: 4691.468262
	Iteration 6Q: 3 clusters Score -1684969 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1685105.250000 Penalty: 4691.468262
	Iteration 7Q: 3 clusters Score -1685105 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1685244.750000 Penalty: 4691.468262
	Iteration 8Q: 3 clusters Score -1685245 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1685373.875000 Penalty: 4691.468262
	Iteration 9Q: 3 clusters Score -1685374 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1685519.250000 Penalty: 4691.468262
	Iteration 10Q: 3 clusters Score -1685519 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1685674.000000 Penalty: 4691.468262
	Iteration 11Q: 3 clusters Score -1685674 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1685850.250000 Penalty: 4691.468262
	Iteration 12Q: 3 clusters Score -1685850 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1686049.625000 Penalty: 4691.468262
	Iteration 13Q: 3 clusters Score -1686050 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1686273.500000 Penalty: 4691.468262
	Iteration 14Q: 3 clusters Score -1686274 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1686519.375000 Penalty: 4691.468262
	Iteration 15Q: 3 clusters Score -1686519 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1686757.000000 Penalty: 4691.468262
	Iteration 16Q: 3 clusters Score -1686757 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1686964.750000 Penalty: 4691.468262
	Iteration 17Q: 3 clusters Score -1686965 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1687191.750000 Penalty: 4691.468262
	Iteration 18Q: 3 clusters Score -1687192 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1687391.500000 Penalty: 4691.468262
	Iteration 19Q: 3 clusters Score -1687392 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1687556.500000 Penalty: 4691.468262
	Iteration 20F: 3 clusters Score -1687556 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1687745.500000 Penalty: 4691.468262
	Iteration 21Q: 3 clusters Score -1687746 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1687903.625000 Penalty: 4691.468262
	Iteration 22Q: 3 clusters Score -1687904 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1688032.500000 Penalty: 4691.468262
	Iteration 23Q: 3 clusters Score -1688032 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1688125.375000 Penalty: 4691.468262
	Iteration 24Q: 3 clusters Score -1688125 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1688205.500000 Penalty: 4691.468262
	Iteration 25Q: 3 clusters Score -1688206 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1688263.625000 Penalty: 4691.468262
	Iteration 26Q: 3 clusters Score -1688264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1688321.250000 Penalty: 4691.468262
	Iteration 27Q: 3 clusters Score -1688321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1688363.125000 Penalty: 4691.468262
	Iteration 28Q: 3 clusters Score -1688363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1688396.625000 Penalty: 4691.468262
	Iteration 29Q: 3 clusters Score -1688397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1688422.625000 Penalty: 4691.468262
	Iteration 30Q: 3 clusters Score -1688423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1688437.625000 Penalty: 4691.468262
	Iteration 31Q: 3 clusters Score -1688438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1688462.500000 Penalty: 4691.468262
	Iteration 32Q: 3 clusters Score -1688462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1688479.500000 Penalty: 4691.468262
	Iteration 33Q: 3 clusters Score -1688480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1688495.375000 Penalty: 4691.468262
	Iteration 34Q: 3 clusters Score -1688495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1688506.250000 Penalty: 4691.468262
	Iteration 35Q: 3 clusters Score -1688506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1688520.750000 Penalty: 4691.468262
	Iteration 36Q: 3 clusters Score -1688521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1688529.125000 Penalty: 4691.468262
	Iteration 37Q: 3 clusters Score -1688529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1688537.750000 Penalty: 4691.468262
	Iteration 38Q: 3 clusters Score -1688538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1688548.125000 Penalty: 4691.468262
	Iteration 39Q: 3 clusters Score -1688548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1688559.625000 Penalty: 4691.468262
	Iteration 40F: 3 clusters Score -1688560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1688561.875000 Penalty: 4691.468262
	Iteration 41Q: 3 clusters Score -1688562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1688570.375000 Penalty: 4691.468262
	Iteration 42Q: 3 clusters Score -1688570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1688578.875000 Penalty: 4691.468262
	Iteration 43Q: 3 clusters Score -1688579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1688579.750000 Penalty: 4691.468262
	Iteration 44Q: 3 clusters Score -1688580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1688584.750000 Penalty: 4691.468262
	Iteration 45Q: 3 clusters Score -1688585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1688586.375000 Penalty: 4691.468262
	Iteration 46Q: 3 clusters Score -1688586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1688588.500000 Penalty: 4691.468262
	Iteration 47Q: 3 clusters Score -1688588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1688587.250000 Penalty: 4691.468262
	Iteration 48Q: 3 clusters Score -1688587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1688588.250000 Penalty: 4691.468262
	Iteration 49Q: 3 clusters Score -1688588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1688590.375000 Penalty: 4691.468262
	Iteration 50Q: 3 clusters Score -1688590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1688596.500000 Penalty: 4691.468262
	Iteration 51Q: 3 clusters Score -1688596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1688597.750000 Penalty: 4691.468262
	Iteration 52Q: 3 clusters Score -1688598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1688598.250000 Penalty: 4691.468262
	Iteration 53Q: 3 clusters Score -1688598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1688601.250000 Penalty: 4691.468262
	Iteration 54Q: 3 clusters Score -1688601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1688601.625000 Penalty: 4691.468262
	Iteration 55Q: 3 clusters Score -1688602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1688602.750000 Penalty: 4691.468262
	Iteration 56Q: 3 clusters Score -1688603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1688600.125000 Penalty: 4691.468262
	Iteration 57Q: 3 clusters Score -1688600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1688600.250000 Penalty: 4691.468262
	Iteration 58Q: 3 clusters Score -1688600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1688600.250000 Penalty: 4691.468262
	Iteration 59F: 3 clusters Score -1688600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -480374.937500 Penalty: 2041.842896
	Iteration 0F: 2 clusters Score -480374.9 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 1832 members 
Entering Unmasked Estep 
Score: -476722.562500 Penalty: 4083.685791
	Iteration 0F: 3 clusters Score -476722.6 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -477589.687500 Penalty: 4083.685791
	Iteration 1F: 3 clusters Score -477589.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -477796.093750 Penalty: 4083.685791
	Iteration 2F: 3 clusters Score -477796.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -477909.218750 Penalty: 4083.685791
	Iteration 3Q: 3 clusters Score -477909.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -477995.218750 Penalty: 4083.685791
	Iteration 4Q: 3 clusters Score -477995.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -478071.937500 Penalty: 4083.685791
	Iteration 5Q: 3 clusters Score -478071.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -478142.500000 Penalty: 4083.685791
	Iteration 6Q: 3 clusters Score -478142.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -478208.250000 Penalty: 4083.685791
	Iteration 7Q: 3 clusters Score -478208.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -478264.218750 Penalty: 4083.685791
	Iteration 8Q: 3 clusters Score -478264.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -478311.000000 Penalty: 4083.685791
	Iteration 9Q: 3 clusters Score -478311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -478348.781250 Penalty: 4083.685791
	Iteration 10Q: 3 clusters Score -478348.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -478379.906250 Penalty: 4083.685791
	Iteration 11Q: 3 clusters Score -478379.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -478407.593750 Penalty: 4083.685791
	Iteration 12Q: 3 clusters Score -478407.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -478435.906250 Penalty: 4083.685791
	Iteration 13Q: 3 clusters Score -478435.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -478472.468750 Penalty: 4083.685791
	Iteration 14Q: 3 clusters Score -478472.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -478507.718750 Penalty: 4083.685791
	Iteration 15Q: 3 clusters Score -478507.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -478547.500000 Penalty: 4083.685791
	Iteration 16Q: 3 clusters Score -478547.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -478581.343750 Penalty: 4083.685791
	Iteration 17Q: 3 clusters Score -478581.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -478611.875000 Penalty: 4083.685791
	Iteration 18Q: 3 clusters Score -478611.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -478637.125000 Penalty: 4083.685791
	Iteration 19Q: 3 clusters Score -478637.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -478662.406250 Penalty: 4083.685791
	Iteration 20F: 3 clusters Score -478662.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -478681.281250 Penalty: 4083.685791
	Iteration 21Q: 3 clusters Score -478681.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -478696.000000 Penalty: 4083.685791
	Iteration 22Q: 3 clusters Score -478696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -478706.250000 Penalty: 4083.685791
	Iteration 23Q: 3 clusters Score -478706.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -478720.000000 Penalty: 4083.685791
	Iteration 24Q: 3 clusters Score -478720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -478736.250000 Penalty: 4083.685791
	Iteration 25Q: 3 clusters Score -478736.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -478751.750000 Penalty: 4083.685791
	Iteration 26Q: 3 clusters Score -478751.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -478763.781250 Penalty: 4083.685791
	Iteration 27Q: 3 clusters Score -478763.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -478770.562500 Penalty: 4083.685791
	Iteration 28Q: 3 clusters Score -478770.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -478774.312500 Penalty: 4083.685791
	Iteration 29Q: 3 clusters Score -478774.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -478776.968750 Penalty: 4083.685791
	Iteration 30Q: 3 clusters Score -478777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -478778.593750 Penalty: 4083.685791
	Iteration 31Q: 3 clusters Score -478778.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -478779.750000 Penalty: 4083.685791
	Iteration 32Q: 3 clusters Score -478779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -478781.218750 Penalty: 4083.685791
	Iteration 33Q: 3 clusters Score -478781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -478782.531250 Penalty: 4083.685791
	Iteration 34Q: 3 clusters Score -478782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -478782.875000 Penalty: 4083.685791
	Iteration 35Q: 3 clusters Score -478782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -478783.218750 Penalty: 4083.685791
	Iteration 36Q: 3 clusters Score -478783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -478783.937500 Penalty: 4083.685791
	Iteration 37Q: 3 clusters Score -478783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -478784.687500 Penalty: 4083.685791
	Iteration 38Q: 3 clusters Score -478784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -478784.406250 Penalty: 4083.685791
	Iteration 39Q: 3 clusters Score -478784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -478786.156250 Penalty: 4083.685791
	Iteration 40F: 3 clusters Score -478786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -478788.531250 Penalty: 4083.685791
	Iteration 41Q: 3 clusters Score -478788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -478788.406250 Penalty: 4083.685791
	Iteration 42Q: 3 clusters Score -478788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -478788.562500 Penalty: 4083.685791
	Iteration 43Q: 3 clusters Score -478788.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -478789.437500 Penalty: 4083.685791
	Iteration 44Q: 3 clusters Score -478789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -478790.781250 Penalty: 4083.685791
	Iteration 45Q: 3 clusters Score -478790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -478794.375000 Penalty: 4083.685791
	Iteration 46Q: 3 clusters Score -478794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -478801.625000 Penalty: 4083.685791
	Iteration 47Q: 3 clusters Score -478801.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -478809.562500 Penalty: 4083.685791
	Iteration 48Q: 3 clusters Score -478809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -478815.375000 Penalty: 4083.685791
	Iteration 49Q: 3 clusters Score -478815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -478818.250000 Penalty: 4083.685791
	Iteration 50Q: 3 clusters Score -478818.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -478820.656250 Penalty: 4083.685791
	Iteration 51Q: 3 clusters Score -478820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -478826.187500 Penalty: 4083.685791
	Iteration 52Q: 3 clusters Score -478826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -478829.687500 Penalty: 4083.685791
	Iteration 53Q: 3 clusters Score -478829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -478830.781250 Penalty: 4083.685791
	Iteration 54Q: 3 clusters Score -478830.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -478832.531250 Penalty: 4083.685791
	Iteration 55Q: 3 clusters Score -478832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -478835.625000 Penalty: 4083.685791
	Iteration 56Q: 3 clusters Score -478835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -478837.375000 Penalty: 4083.685791
	Iteration 57Q: 3 clusters Score -478837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -478840.093750 Penalty: 4083.685791
	Iteration 58Q: 3 clusters Score -478840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -478841.812500 Penalty: 4083.685791
	Iteration 59Q: 3 clusters Score -478841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -478843.093750 Penalty: 4083.685791
	Iteration 60F: 3 clusters Score -478843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -478843.531250 Penalty: 4083.685791
	Iteration 61Q: 3 clusters Score -478843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -478844.062500 Penalty: 4083.685791
	Iteration 62Q: 3 clusters Score -478844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -478844.781250 Penalty: 4083.685791
	Iteration 63Q: 3 clusters Score -478844.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -478844.781250 Penalty: 4083.685791
	Iteration 64F: 3 clusters Score -478844.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -968653.187500 Penalty: 2212.587646
	Iteration 0F: 2 clusters Score -968653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -962567.437500 Penalty: 4425.175293
	Iteration 0F: 3 clusters Score -962567.4 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -964113.312500 Penalty: 4425.175293
	Iteration 1F: 3 clusters Score -964113.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -964381.812500 Penalty: 4425.175293
	Iteration 2F: 3 clusters Score -964381.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -964615.812500 Penalty: 4425.175293
	Iteration 3F: 3 clusters Score -964615.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -964835.437500 Penalty: 4425.175293
	Iteration 4Q: 3 clusters Score -964835.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -965116.187500 Penalty: 4425.175293
	Iteration 5Q: 3 clusters Score -965116.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -965378.687500 Penalty: 4425.175293
	Iteration 6F: 3 clusters Score -965378.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -965663.000000 Penalty: 4425.175293
	Iteration 7F: 3 clusters Score -965663 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -965917.062500 Penalty: 4425.175293
	Iteration 8F: 3 clusters Score -965917.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -966139.187500 Penalty: 4425.175293
	Iteration 9Q: 3 clusters Score -966139.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -966314.062500 Penalty: 4425.175293
	Iteration 10Q: 3 clusters Score -966314.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -966448.000000 Penalty: 4425.175293
	Iteration 11Q: 3 clusters Score -966448 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -966557.375000 Penalty: 4425.175293
	Iteration 12Q: 3 clusters Score -966557.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -966641.500000 Penalty: 4425.175293
	Iteration 13Q: 3 clusters Score -966641.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -966714.000000 Penalty: 4425.175293
	Iteration 14Q: 3 clusters Score -966714 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -966777.812500 Penalty: 4425.175293
	Iteration 15Q: 3 clusters Score -966777.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -966826.750000 Penalty: 4425.175293
	Iteration 16Q: 3 clusters Score -966826.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -966864.312500 Penalty: 4425.175293
	Iteration 17Q: 3 clusters Score -966864.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -966887.187500 Penalty: 4425.175293
	Iteration 18Q: 3 clusters Score -966887.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -966907.375000 Penalty: 4425.175293
	Iteration 19Q: 3 clusters Score -966907.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -966919.687500 Penalty: 4425.175293
	Iteration 20F: 3 clusters Score -966919.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -966930.687500 Penalty: 4425.175293
	Iteration 21Q: 3 clusters Score -966930.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -966940.000000 Penalty: 4425.175293
	Iteration 22Q: 3 clusters Score -966940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -966945.500000 Penalty: 4425.175293
	Iteration 23Q: 3 clusters Score -966945.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -966951.937500 Penalty: 4425.175293
	Iteration 24Q: 3 clusters Score -966951.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -966954.437500 Penalty: 4425.175293
	Iteration 25Q: 3 clusters Score -966954.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -966958.250000 Penalty: 4425.175293
	Iteration 26Q: 3 clusters Score -966958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -966960.062500 Penalty: 4425.175293
	Iteration 27Q: 3 clusters Score -966960.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -966963.500000 Penalty: 4425.175293
	Iteration 28Q: 3 clusters Score -966963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -966963.937500 Penalty: 4425.175293
	Iteration 29Q: 3 clusters Score -966963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -966968.187500 Penalty: 4425.175293
	Iteration 30Q: 3 clusters Score -966968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -966968.625000 Penalty: 4425.175293
	Iteration 31Q: 3 clusters Score -966968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -966968.875000 Penalty: 4425.175293
	Iteration 32Q: 3 clusters Score -966968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -966972.187500 Penalty: 4425.175293
	Iteration 33Q: 3 clusters Score -966972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -966970.250000 Penalty: 4425.175293
	Iteration 34Q: 3 clusters Score -966970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -966972.875000 Penalty: 4425.175293
	Iteration 35Q: 3 clusters Score -966972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -966972.812500 Penalty: 4425.175293
	Iteration 36Q: 3 clusters Score -966972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -966972.812500 Penalty: 4425.175293
	Iteration 37F: 3 clusters Score -966972.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Entering Unmasked Estep 
Score: -748709.375000 Penalty: 2160.437744
	Iteration 0F: 2 clusters Score -748709.4 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 3045 members 
Entering Unmasked Estep 
Score: -743588.312500 Penalty: 4320.875488
	Iteration 0F: 3 clusters Score -743588.3 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -745197.250000 Penalty: 4320.875488
	Iteration 1F: 3 clusters Score -745197.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -745552.187500 Penalty: 4320.875488
	Iteration 2F: 3 clusters Score -745552.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -745787.937500 Penalty: 4320.875488
	Iteration 3F: 3 clusters Score -745787.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -745951.625000 Penalty: 4320.875488
	Iteration 4Q: 3 clusters Score -745951.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -746111.125000 Penalty: 4320.875488
	Iteration 5Q: 3 clusters Score -746111.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -746277.437500 Penalty: 4320.875488
	Iteration 6Q: 3 clusters Score -746277.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -746438.312500 Penalty: 4320.875488
	Iteration 7Q: 3 clusters Score -746438.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -746608.562500 Penalty: 4320.875488
	Iteration 8Q: 3 clusters Score -746608.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -746756.250000 Penalty: 4320.875488
	Iteration 9Q: 3 clusters Score -746756.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -746873.125000 Penalty: 4320.875488
	Iteration 10Q: 3 clusters Score -746873.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -747007.187500 Penalty: 4320.875488
	Iteration 11Q: 3 clusters Score -747007.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -747148.562500 Penalty: 4320.875488
	Iteration 12Q: 3 clusters Score -747148.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -747313.437500 Penalty: 4320.875488
	Iteration 13Q: 3 clusters Score -747313.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -747446.812500 Penalty: 4320.875488
	Iteration 14Q: 3 clusters Score -747446.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -747533.812500 Penalty: 4320.875488
	Iteration 15Q: 3 clusters Score -747533.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -747581.125000 Penalty: 4320.875488
	Iteration 16Q: 3 clusters Score -747581.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -747613.562500 Penalty: 4320.875488
	Iteration 17Q: 3 clusters Score -747613.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -747643.562500 Penalty: 4320.875488
	Iteration 18Q: 3 clusters Score -747643.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -747660.375000 Penalty: 4320.875488
	Iteration 19Q: 3 clusters Score -747660.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -747670.812500 Penalty: 4320.875488
	Iteration 20F: 3 clusters Score -747670.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -747682.062500 Penalty: 4320.875488
	Iteration 21Q: 3 clusters Score -747682.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -747690.875000 Penalty: 4320.875488
	Iteration 22Q: 3 clusters Score -747690.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -747698.125000 Penalty: 4320.875488
	Iteration 23Q: 3 clusters Score -747698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -747706.750000 Penalty: 4320.875488
	Iteration 24Q: 3 clusters Score -747706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -747711.750000 Penalty: 4320.875488
	Iteration 25Q: 3 clusters Score -747711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -747712.875000 Penalty: 4320.875488
	Iteration 26Q: 3 clusters Score -747712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -747716.187500 Penalty: 4320.875488
	Iteration 27Q: 3 clusters Score -747716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -747717.625000 Penalty: 4320.875488
	Iteration 28Q: 3 clusters Score -747717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -747717.625000 Penalty: 4320.875488
	Iteration 29F: 3 clusters Score -747717.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Entering Unmasked Estep 
Score: -236252.859375 Penalty: 1859.444946
	Iteration 0F: 2 clusters Score -236252.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -233791.656250 Penalty: 3718.889893
	Iteration 0F: 3 clusters Score -233791.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -234311.203125 Penalty: 3718.889893
	Iteration 1F: 3 clusters Score -234311.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -234467.843750 Penalty: 3718.889893
	Iteration 2F: 3 clusters Score -234467.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -234555.421875 Penalty: 3718.889893
	Iteration 3Q: 3 clusters Score -234555.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -234608.687500 Penalty: 3718.889893
	Iteration 4Q: 3 clusters Score -234608.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -234636.343750 Penalty: 3718.889893
	Iteration 5Q: 3 clusters Score -234636.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -234661.484375 Penalty: 3718.889893
	Iteration 6Q: 3 clusters Score -234661.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -234681.250000 Penalty: 3718.889893
	Iteration 7Q: 3 clusters Score -234681.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -234699.843750 Penalty: 3718.889893
	Iteration 8Q: 3 clusters Score -234699.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -234719.421875 Penalty: 3718.889893
	Iteration 9Q: 3 clusters Score -234719.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -234731.359375 Penalty: 3718.889893
	Iteration 10Q: 3 clusters Score -234731.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -234741.250000 Penalty: 3718.889893
	Iteration 11Q: 3 clusters Score -234741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -234749.296875 Penalty: 3718.889893
	Iteration 12Q: 3 clusters Score -234749.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -234760.406250 Penalty: 3718.889893
	Iteration 13Q: 3 clusters Score -234760.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -234769.265625 Penalty: 3718.889893
	Iteration 14Q: 3 clusters Score -234769.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -234780.656250 Penalty: 3718.889893
	Iteration 15Q: 3 clusters Score -234780.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -234787.921875 Penalty: 3718.889893
	Iteration 16Q: 3 clusters Score -234787.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -234793.156250 Penalty: 3718.889893
	Iteration 17Q: 3 clusters Score -234793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -234801.250000 Penalty: 3718.889893
	Iteration 18Q: 3 clusters Score -234801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -234807.859375 Penalty: 3718.889893
	Iteration 19Q: 3 clusters Score -234807.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -234818.671875 Penalty: 3718.889893
	Iteration 20F: 3 clusters Score -234818.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -234825.515625 Penalty: 3718.889893
	Iteration 21Q: 3 clusters Score -234825.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -234830.531250 Penalty: 3718.889893
	Iteration 22Q: 3 clusters Score -234830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -234833.062500 Penalty: 3718.889893
	Iteration 23Q: 3 clusters Score -234833.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -234839.500000 Penalty: 3718.889893
	Iteration 24Q: 3 clusters Score -234839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -234843.265625 Penalty: 3718.889893
	Iteration 25Q: 3 clusters Score -234843.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -234844.875000 Penalty: 3718.889893
	Iteration 26Q: 3 clusters Score -234844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -234844.875000 Penalty: 3718.889893
	Iteration 27F: 3 clusters Score -234844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -140777.843750 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -140777.8 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 571 members 
Entering Unmasked Estep 
Score: -138728.546875 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -138728.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139122.343750 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -139122.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -139305.453125 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -139305.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139459.859375 Penalty: 3506.235596
	Iteration 3F: 3 clusters Score -139459.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -139591.656250 Penalty: 3506.235596
	Iteration 4F: 3 clusters Score -139591.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -139667.359375 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -139667.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -139739.343750 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -139739.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139785.671875 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -139785.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -139832.515625 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -139832.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -139864.000000 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -139864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -139912.843750 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -139912.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -140005.515625 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -140005.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -140099.984375 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -140100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -140195.453125 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -140195.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -140279.734375 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -140279.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140362.796875 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -140362.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -140652.609375 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -140652.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140828.000000 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -140828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -141013.171875 Penalty: 3506.235596
	Iteration 18Q: 3 clusters Score -141013.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -141180.171875 Penalty: 3506.235596
	Iteration 19Q: 3 clusters Score -141180.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141247.265625 Penalty: 3506.235596
	Iteration 20F: 3 clusters Score -141247.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -141296.156250 Penalty: 3506.235596
	Iteration 21Q: 3 clusters Score -141296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -141330.421875 Penalty: 3506.235596
	Iteration 22Q: 3 clusters Score -141330.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -141345.125000 Penalty: 3506.235596
	Iteration 23Q: 3 clusters Score -141345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -141359.406250 Penalty: 3506.235596
	Iteration 24Q: 3 clusters Score -141359.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -141371.093750 Penalty: 3506.235596
	Iteration 25Q: 3 clusters Score -141371.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -141393.062500 Penalty: 3506.235596
	Iteration 26Q: 3 clusters Score -141393.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -141452.812500 Penalty: 3506.235596
	Iteration 27Q: 3 clusters Score -141452.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -141574.859375 Penalty: 3506.235596
	Iteration 28Q: 3 clusters Score -141574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -141625.984375 Penalty: 3506.235596
	Iteration 29Q: 3 clusters Score -141626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -141630.046875 Penalty: 3506.235596
	Iteration 30Q: 3 clusters Score -141630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -141630.046875 Penalty: 3506.235596
	Iteration 31F: 3 clusters Score -141630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10287 members 
Mstep: Class 8 contains 12818 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7493 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42810 members 
Mstep: Class 16 contains 144755 members 
Mstep: Class 17 contains 20093 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 24177 members 
Mstep: Class 20 contains 21589 members 
Mstep: Class 21 contains 385 members 
Entering Unmasked Estep 
Score: -42891692.000000 Penalty: 66272.132812
Splitting cluster 13 changes total score from -42892176.000000 to -42891692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Entering Unmasked Estep 
Score: -1276554.250000 Penalty: 2279.659912
	Iteration 0F: 2 clusters Score -1276554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1268943.125000 Penalty: 4559.319824
	Iteration 0F: 3 clusters Score -1268943 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1271112.000000 Penalty: 4559.319824
	Iteration 1F: 3 clusters Score -1271112 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1271577.000000 Penalty: 4559.319824
	Iteration 2F: 3 clusters Score -1271577 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1272013.500000 Penalty: 4559.319824
	Iteration 3F: 3 clusters Score -1272014 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1272437.375000 Penalty: 4559.319824
	Iteration 4F: 3 clusters Score -1272437 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1272827.000000 Penalty: 4559.319824
	Iteration 5F: 3 clusters Score -1272827 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1273211.250000 Penalty: 4559.319824
	Iteration 6F: 3 clusters Score -1273211 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1273514.875000 Penalty: 4559.319824
	Iteration 7F: 3 clusters Score -1273515 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1273777.000000 Penalty: 4559.319824
	Iteration 8Q: 3 clusters Score -1273777 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1273953.625000 Penalty: 4559.319824
	Iteration 9Q: 3 clusters Score -1273954 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1274068.125000 Penalty: 4559.319824
	Iteration 10Q: 3 clusters Score -1274068 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1274153.000000 Penalty: 4559.319824
	Iteration 11Q: 3 clusters Score -1274153 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1274214.000000 Penalty: 4559.319824
	Iteration 12Q: 3 clusters Score -1274214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1274266.375000 Penalty: 4559.319824
	Iteration 13Q: 3 clusters Score -1274266 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1274315.750000 Penalty: 4559.319824
	Iteration 14Q: 3 clusters Score -1274316 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1274348.125000 Penalty: 4559.319824
	Iteration 15Q: 3 clusters Score -1274348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1274377.875000 Penalty: 4559.319824
	Iteration 16Q: 3 clusters Score -1274378 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1274414.000000 Penalty: 4559.319824
	Iteration 17Q: 3 clusters Score -1274414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1274446.000000 Penalty: 4559.319824
	Iteration 18Q: 3 clusters Score -1274446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1274478.250000 Penalty: 4559.319824
	Iteration 19Q: 3 clusters Score -1274478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1274504.250000 Penalty: 4559.319824
	Iteration 20F: 3 clusters Score -1274504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1274536.500000 Penalty: 4559.319824
	Iteration 21Q: 3 clusters Score -1274536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1274562.875000 Penalty: 4559.319824
	Iteration 22Q: 3 clusters Score -1274563 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1274587.875000 Penalty: 4559.319824
	Iteration 23Q: 3 clusters Score -1274588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1274607.000000 Penalty: 4559.319824
	Iteration 24Q: 3 clusters Score -1274607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1274621.625000 Penalty: 4559.319824
	Iteration 25Q: 3 clusters Score -1274622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1274631.875000 Penalty: 4559.319824
	Iteration 26Q: 3 clusters Score -1274632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1274645.875000 Penalty: 4559.319824
	Iteration 27Q: 3 clusters Score -1274646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1274660.500000 Penalty: 4559.319824
	Iteration 28Q: 3 clusters Score -1274660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1274673.375000 Penalty: 4559.319824
	Iteration 29Q: 3 clusters Score -1274673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1274692.625000 Penalty: 4559.319824
	Iteration 30Q: 3 clusters Score -1274693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1274699.625000 Penalty: 4559.319824
	Iteration 31Q: 3 clusters Score -1274700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1274708.125000 Penalty: 4559.319824
	Iteration 32Q: 3 clusters Score -1274708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1274716.500000 Penalty: 4559.319824
	Iteration 33Q: 3 clusters Score -1274716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1274718.625000 Penalty: 4559.319824
	Iteration 34Q: 3 clusters Score -1274719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1274721.750000 Penalty: 4559.319824
	Iteration 35Q: 3 clusters Score -1274722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1274730.625000 Penalty: 4559.319824
	Iteration 36Q: 3 clusters Score -1274731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1274737.500000 Penalty: 4559.319824
	Iteration 37Q: 3 clusters Score -1274738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1274743.375000 Penalty: 4559.319824
	Iteration 38Q: 3 clusters Score -1274743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1274751.875000 Penalty: 4559.319824
	Iteration 39Q: 3 clusters Score -1274752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1274764.750000 Penalty: 4559.319824
	Iteration 40F: 3 clusters Score -1274765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1274771.250000 Penalty: 4559.319824
	Iteration 41Q: 3 clusters Score -1274771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1274778.125000 Penalty: 4559.319824
	Iteration 42Q: 3 clusters Score -1274778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1274779.750000 Penalty: 4559.319824
	Iteration 43Q: 3 clusters Score -1274780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1274785.750000 Penalty: 4559.319824
	Iteration 44Q: 3 clusters Score -1274786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1274787.750000 Penalty: 4559.319824
	Iteration 45Q: 3 clusters Score -1274788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1274790.875000 Penalty: 4559.319824
	Iteration 46Q: 3 clusters Score -1274791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1274793.125000 Penalty: 4559.319824
	Iteration 47Q: 3 clusters Score -1274793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1274794.500000 Penalty: 4559.319824
	Iteration 48Q: 3 clusters Score -1274794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1274797.125000 Penalty: 4559.319824
	Iteration 49Q: 3 clusters Score -1274797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1274801.875000 Penalty: 4559.319824
	Iteration 50Q: 3 clusters Score -1274802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1274806.000000 Penalty: 4559.319824
	Iteration 51Q: 3 clusters Score -1274806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1274806.750000 Penalty: 4559.319824
	Iteration 52Q: 3 clusters Score -1274807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1274806.000000 Penalty: 4559.319824
	Iteration 53Q: 3 clusters Score -1274806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1274808.125000 Penalty: 4559.319824
	Iteration 54Q: 3 clusters Score -1274808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1274810.000000 Penalty: 4559.319824
	Iteration 55Q: 3 clusters Score -1274810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1274811.000000 Penalty: 4559.319824
	Iteration 56Q: 3 clusters Score -1274811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1274812.625000 Penalty: 4559.319824
	Iteration 57Q: 3 clusters Score -1274813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1274810.875000 Penalty: 4559.319824
	Iteration 58Q: 3 clusters Score -1274811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1274815.625000 Penalty: 4559.319824
	Iteration 59Q: 3 clusters Score -1274816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1274815.625000 Penalty: 4559.319824
	Iteration 60F: 3 clusters Score -1274816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Entering Unmasked Estep 
Score: -5574485.500000 Penalty: 2644.802734
	Iteration 0F: 2 clusters Score -5574486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -5545668.500000 Penalty: 5289.605469
	Iteration 0F: 3 clusters Score -5545668 nChanged 19417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5556204.500000 Penalty: 5289.605469
	Iteration 1F: 3 clusters Score -5556204 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -5556952.000000 Penalty: 5289.605469
	Iteration 2Q: 3 clusters Score -5556952 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -5557767.000000 Penalty: 5289.605469
	Iteration 3Q: 3 clusters Score -5557767 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -5558728.500000 Penalty: 5289.605469
	Iteration 4Q: 3 clusters Score -5558728 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5560051.000000 Penalty: 5289.605469
	Iteration 5F: 3 clusters Score -5560051 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -5562013.000000 Penalty: 5289.605469
	Iteration 6F: 3 clusters Score -5562013 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -5564728.500000 Penalty: 5289.605469
	Iteration 7F: 3 clusters Score -5564728 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -5567599.500000 Penalty: 5289.605469
	Iteration 8F: 3 clusters Score -5567600 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5569805.000000 Penalty: 5289.605469
	Iteration 9F: 3 clusters Score -5569805 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5571139.000000 Penalty: 5289.605469
	Iteration 10Q: 3 clusters Score -5571139 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5571737.000000 Penalty: 5289.605469
	Iteration 11Q: 3 clusters Score -5571737 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5571951.500000 Penalty: 5289.605469
	Iteration 12Q: 3 clusters Score -5571952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5572027.000000 Penalty: 5289.605469
	Iteration 13Q: 3 clusters Score -5572027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5572090.500000 Penalty: 5289.605469
	Iteration 14Q: 3 clusters Score -5572090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5572132.500000 Penalty: 5289.605469
	Iteration 15Q: 3 clusters Score -5572132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5572164.500000 Penalty: 5289.605469
	Iteration 16Q: 3 clusters Score -5572164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5572183.000000 Penalty: 5289.605469
	Iteration 17Q: 3 clusters Score -5572183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5572186.000000 Penalty: 5289.605469
	Iteration 18Q: 3 clusters Score -5572186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5572202.000000 Penalty: 5289.605469
	Iteration 19Q: 3 clusters Score -5572202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5572204.000000 Penalty: 5289.605469
	Iteration 20F: 3 clusters Score -5572204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5572209.000000 Penalty: 5289.605469
	Iteration 21Q: 3 clusters Score -5572209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5572208.500000 Penalty: 5289.605469
	Iteration 22Q: 3 clusters Score -5572208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5572213.000000 Penalty: 5289.605469
	Iteration 23Q: 3 clusters Score -5572213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5572216.500000 Penalty: 5289.605469
	Iteration 24Q: 3 clusters Score -5572216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5572220.000000 Penalty: 5289.605469
	Iteration 25Q: 3 clusters Score -5572220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5572220.000000 Penalty: 5289.605469
	Iteration 26F: 3 clusters Score -5572220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (144755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144755 members 
Entering Unmasked Estep 
Score: -18988618.000000 Penalty: 2946.933838
	Iteration 0F: 2 clusters Score -1.898862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -18892256.000000 Penalty: 5893.867676
	Iteration 0F: 3 clusters Score -1.889226e+07 nChanged 69067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
Score: -18933124.000000 Penalty: 5893.867676
	Iteration 1F: 3 clusters Score -1.893312e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -18934844.000000 Penalty: 5893.867676
	Iteration 2Q: 3 clusters Score -1.893484e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -18937166.000000 Penalty: 5893.867676
	Iteration 3Q: 3 clusters Score -1.893717e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -18940116.000000 Penalty: 5893.867676
	Iteration 4Q: 3 clusters Score -1.894012e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -18943820.000000 Penalty: 5893.867676
	Iteration 5Q: 3 clusters Score -1.894382e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -18948146.000000 Penalty: 5893.867676
	Iteration 6F: 3 clusters Score -1.894815e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -18953906.000000 Penalty: 5893.867676
	Iteration 7F: 3 clusters Score -1.895391e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -18959614.000000 Penalty: 5893.867676
	Iteration 8F: 3 clusters Score -1.895961e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -18965346.000000 Penalty: 5893.867676
	Iteration 9F: 3 clusters Score -1.896535e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -18970650.000000 Penalty: 5893.867676
	Iteration 10F: 3 clusters Score -1.897065e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -18975108.000000 Penalty: 5893.867676
	Iteration 11Q: 3 clusters Score -1.897511e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -18978998.000000 Penalty: 5893.867676
	Iteration 12Q: 3 clusters Score -1.8979e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -18981956.000000 Penalty: 5893.867676
	Iteration 13Q: 3 clusters Score -1.898196e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -18983946.000000 Penalty: 5893.867676
	Iteration 14Q: 3 clusters Score -1.898395e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -18985118.000000 Penalty: 5893.867676
	Iteration 15Q: 3 clusters Score -1.898512e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -18985664.000000 Penalty: 5893.867676
	Iteration 16Q: 3 clusters Score -1.898566e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -18986016.000000 Penalty: 5893.867676
	Iteration 17Q: 3 clusters Score -1.898602e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -18986156.000000 Penalty: 5893.867676
	Iteration 18Q: 3 clusters Score -1.898616e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -18986250.000000 Penalty: 5893.867676
	Iteration 19Q: 3 clusters Score -1.898625e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
Score: -18986344.000000 Penalty: 5893.867676
	Iteration 20F: 3 clusters Score -1.898634e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -18986452.000000 Penalty: 5893.867676
	Iteration 21Q: 3 clusters Score -1.898645e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -18986452.000000 Penalty: 5893.867676
	Iteration 22Q: 3 clusters Score -1.898645e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 103171 members 
Entering Unmasked Estep 
Score: -18986472.000000 Penalty: 5893.867676
	Iteration 23Q: 3 clusters Score -1.898647e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 103433 members 
Entering Unmasked Estep 
Score: -18986494.000000 Penalty: 5893.867676
	Iteration 24Q: 3 clusters Score -1.898649e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -18986504.000000 Penalty: 5893.867676
	Iteration 25Q: 3 clusters Score -1.89865e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -18986534.000000 Penalty: 5893.867676
	Iteration 26Q: 3 clusters Score -1.898653e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 104007 members 
Entering Unmasked Estep 
Score: -18986552.000000 Penalty: 5893.867676
	Iteration 27Q: 3 clusters Score -1.898655e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -18986596.000000 Penalty: 5893.867676
	Iteration 28Q: 3 clusters Score -1.89866e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -18986608.000000 Penalty: 5893.867676
	Iteration 29Q: 3 clusters Score -1.898661e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 104442 members 
Entering Unmasked Estep 
Score: -18986614.000000 Penalty: 5893.867676
	Iteration 30Q: 3 clusters Score -1.898661e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -18986626.000000 Penalty: 5893.867676
	Iteration 31Q: 3 clusters Score -1.898663e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 104634 members 
Entering Unmasked Estep 
Score: -18986674.000000 Penalty: 5893.867676
	Iteration 32Q: 3 clusters Score -1.898667e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -18986646.000000 Penalty: 5893.867676
	Iteration 33Q: 3 clusters Score -1.898665e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 104780 members 
Entering Unmasked Estep 
Score: -18986680.000000 Penalty: 5893.867676
	Iteration 34Q: 3 clusters Score -1.898668e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -18986678.000000 Penalty: 5893.867676
	Iteration 35Q: 3 clusters Score -1.898668e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -18986688.000000 Penalty: 5893.867676
	Iteration 36Q: 3 clusters Score -1.898669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -18986686.000000 Penalty: 5893.867676
	Iteration 37Q: 3 clusters Score -1.898669e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -18986698.000000 Penalty: 5893.867676
	Iteration 38Q: 3 clusters Score -1.89867e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -18986708.000000 Penalty: 5893.867676
	Iteration 39Q: 3 clusters Score -1.898671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -18986690.000000 Penalty: 5893.867676
	Iteration 40F: 3 clusters Score -1.898669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -18986698.000000 Penalty: 5893.867676
	Iteration 41Q: 3 clusters Score -1.89867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 105015 members 
Entering Unmasked Estep 
Score: -18986702.000000 Penalty: 5893.867676
	Iteration 42Q: 3 clusters Score -1.89867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
Score: -18986696.000000 Penalty: 5893.867676
	Iteration 43Q: 3 clusters Score -1.89867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -18986708.000000 Penalty: 5893.867676
	Iteration 44Q: 3 clusters Score -1.898671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -18986706.000000 Penalty: 5893.867676
	Iteration 45Q: 3 clusters Score -1.898671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -18986726.000000 Penalty: 5893.867676
	Iteration 46Q: 3 clusters Score -1.898673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 105084 members 
Entering Unmasked Estep 
Score: -18986722.000000 Penalty: 5893.867676
	Iteration 47Q: 3 clusters Score -1.898672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -18986714.000000 Penalty: 5893.867676
	Iteration 48Q: 3 clusters Score -1.898671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -18986706.000000 Penalty: 5893.867676
	Iteration 49Q: 3 clusters Score -1.898671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -18986696.000000 Penalty: 5893.867676
	Iteration 50Q: 3 clusters Score -1.89867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -18986706.000000 Penalty: 5893.867676
	Iteration 51Q: 3 clusters Score -1.898671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 105152 members 
Entering Unmasked Estep 
Score: -18986718.000000 Penalty: 5893.867676
	Iteration 52Q: 3 clusters Score -1.898672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -18986718.000000 Penalty: 5893.867676
	Iteration 53Q: 3 clusters Score -1.898672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 105174 members 
Entering Unmasked Estep 
Score: -18986712.000000 Penalty: 5893.867676
	Iteration 54Q: 3 clusters Score -1.898671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -18986718.000000 Penalty: 5893.867676
	Iteration 55Q: 3 clusters Score -1.898672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 105206 members 
Entering Unmasked Estep 
Score: -18986720.000000 Penalty: 5893.867676
	Iteration 56Q: 3 clusters Score -1.898672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -18986730.000000 Penalty: 5893.867676
	Iteration 57Q: 3 clusters Score -1.898673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -18986722.000000 Penalty: 5893.867676
	Iteration 58Q: 3 clusters Score -1.898672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -18986722.000000 Penalty: 5893.867676
	Iteration 59Q: 3 clusters Score -1.898672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -18986718.000000 Penalty: 5893.867676
	Iteration 60F: 3 clusters Score -1.898672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 105248 members 
Entering Unmasked Estep 
Score: -18986720.000000 Penalty: 5893.867676
	Iteration 61Q: 3 clusters Score -1.898672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -18986722.000000 Penalty: 5893.867676
	Iteration 62Q: 3 clusters Score -1.898672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -18986716.000000 Penalty: 5893.867676
	Iteration 63Q: 3 clusters Score -1.898672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -18986724.000000 Penalty: 5893.867676
	Iteration 64Q: 3 clusters Score -1.898672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -18986710.000000 Penalty: 5893.867676
	Iteration 65Q: 3 clusters Score -1.898671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -18986708.000000 Penalty: 5893.867676
	Iteration 66Q: 3 clusters Score -1.898671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 105277 members 
Entering Unmasked Estep 
Score: -18986708.000000 Penalty: 5893.867676
	Iteration 67Q: 3 clusters Score -1.898671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -18986720.000000 Penalty: 5893.867676
	Iteration 68Q: 3 clusters Score -1.898672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
Score: -18986716.000000 Penalty: 5893.867676
	Iteration 69Q: 3 clusters Score -1.898672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 105287 members 
Entering Unmasked Estep 
Score: -18986728.000000 Penalty: 5893.867676
	Iteration 70Q: 3 clusters Score -1.898673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -18986716.000000 Penalty: 5893.867676
	Iteration 71Q: 3 clusters Score -1.898672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -18986706.000000 Penalty: 5893.867676
	Iteration 72Q: 3 clusters Score -1.898671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -18986706.000000 Penalty: 5893.867676
	Iteration 73F: 3 clusters Score -1.898671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Entering Unmasked Estep 
Score: -2629177.000000 Penalty: 2457.215332
	Iteration 0F: 2 clusters Score -2629177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2615025.500000 Penalty: 4914.430664
	Iteration 0F: 3 clusters Score -2615026 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2619606.000000 Penalty: 4914.430664
	Iteration 1F: 3 clusters Score -2619606 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2619994.750000 Penalty: 4914.430664
	Iteration 2F: 3 clusters Score -2619995 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2620337.500000 Penalty: 4914.430664
	Iteration 3Q: 3 clusters Score -2620338 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2620646.250000 Penalty: 4914.430664
	Iteration 4Q: 3 clusters Score -2620646 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2620925.750000 Penalty: 4914.430664
	Iteration 5Q: 3 clusters Score -2620926 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2621134.250000 Penalty: 4914.430664
	Iteration 6Q: 3 clusters Score -2621134 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2621348.250000 Penalty: 4914.430664
	Iteration 7Q: 3 clusters Score -2621348 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2621560.500000 Penalty: 4914.430664
	Iteration 8Q: 3 clusters Score -2621560 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2621779.000000 Penalty: 4914.430664
	Iteration 9Q: 3 clusters Score -2621779 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2622014.000000 Penalty: 4914.430664
	Iteration 10Q: 3 clusters Score -2622014 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2622198.250000 Penalty: 4914.430664
	Iteration 11Q: 3 clusters Score -2622198 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2622403.000000 Penalty: 4914.430664
	Iteration 12Q: 3 clusters Score -2622403 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2622602.000000 Penalty: 4914.430664
	Iteration 13Q: 3 clusters Score -2622602 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2622826.500000 Penalty: 4914.430664
	Iteration 14Q: 3 clusters Score -2622826 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2623052.500000 Penalty: 4914.430664
	Iteration 15Q: 3 clusters Score -2623052 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2623279.500000 Penalty: 4914.430664
	Iteration 16Q: 3 clusters Score -2623280 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2623472.250000 Penalty: 4914.430664
	Iteration 17Q: 3 clusters Score -2623472 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2623689.000000 Penalty: 4914.430664
	Iteration 18Q: 3 clusters Score -2623689 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2623904.250000 Penalty: 4914.430664
	Iteration 19Q: 3 clusters Score -2623904 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2624154.000000 Penalty: 4914.430664
	Iteration 20F: 3 clusters Score -2624154 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2624415.750000 Penalty: 4914.430664
	Iteration 21Q: 3 clusters Score -2624416 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2624676.750000 Penalty: 4914.430664
	Iteration 22Q: 3 clusters Score -2624677 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2624907.500000 Penalty: 4914.430664
	Iteration 23Q: 3 clusters Score -2624908 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2625149.000000 Penalty: 4914.430664
	Iteration 24Q: 3 clusters Score -2625149 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2625398.750000 Penalty: 4914.430664
	Iteration 25Q: 3 clusters Score -2625399 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2625636.000000 Penalty: 4914.430664
	Iteration 26Q: 3 clusters Score -2625636 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2625875.750000 Penalty: 4914.430664
	Iteration 27Q: 3 clusters Score -2625876 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2626126.000000 Penalty: 4914.430664
	Iteration 28Q: 3 clusters Score -2626126 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2626335.250000 Penalty: 4914.430664
	Iteration 29Q: 3 clusters Score -2626335 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2626508.750000 Penalty: 4914.430664
	Iteration 30Q: 3 clusters Score -2626509 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2626650.500000 Penalty: 4914.430664
	Iteration 31Q: 3 clusters Score -2626650 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2626763.500000 Penalty: 4914.430664
	Iteration 32Q: 3 clusters Score -2626764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2626847.750000 Penalty: 4914.430664
	Iteration 33Q: 3 clusters Score -2626848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2626886.250000 Penalty: 4914.430664
	Iteration 34Q: 3 clusters Score -2626886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2626917.750000 Penalty: 4914.430664
	Iteration 35Q: 3 clusters Score -2626918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2626952.250000 Penalty: 4914.430664
	Iteration 36Q: 3 clusters Score -2626952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2626983.750000 Penalty: 4914.430664
	Iteration 37Q: 3 clusters Score -2626984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2627007.250000 Penalty: 4914.430664
	Iteration 38Q: 3 clusters Score -2627007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2627031.500000 Penalty: 4914.430664
	Iteration 39Q: 3 clusters Score -2627032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2627037.250000 Penalty: 4914.430664
	Iteration 40F: 3 clusters Score -2627037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2627046.500000 Penalty: 4914.430664
	Iteration 41Q: 3 clusters Score -2627046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2627054.750000 Penalty: 4914.430664
	Iteration 42Q: 3 clusters Score -2627055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2627061.750000 Penalty: 4914.430664
	Iteration 43Q: 3 clusters Score -2627062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2627073.000000 Penalty: 4914.430664
	Iteration 44Q: 3 clusters Score -2627073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2627086.500000 Penalty: 4914.430664
	Iteration 45Q: 3 clusters Score -2627086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2627094.250000 Penalty: 4914.430664
	Iteration 46Q: 3 clusters Score -2627094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2627099.750000 Penalty: 4914.430664
	Iteration 47Q: 3 clusters Score -2627100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2627110.250000 Penalty: 4914.430664
	Iteration 48Q: 3 clusters Score -2627110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2627112.250000 Penalty: 4914.430664
	Iteration 49Q: 3 clusters Score -2627112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2627116.000000 Penalty: 4914.430664
	Iteration 50Q: 3 clusters Score -2627116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2627117.500000 Penalty: 4914.430664
	Iteration 51Q: 3 clusters Score -2627118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2627118.000000 Penalty: 4914.430664
	Iteration 52Q: 3 clusters Score -2627118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2627123.250000 Penalty: 4914.430664
	Iteration 53Q: 3 clusters Score -2627123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2627123.250000 Penalty: 4914.430664
	Iteration 54Q: 3 clusters Score -2627123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2627128.000000 Penalty: 4914.430664
	Iteration 55Q: 3 clusters Score -2627128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2627132.500000 Penalty: 4914.430664
	Iteration 56Q: 3 clusters Score -2627132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2627132.500000 Penalty: 4914.430664
	Iteration 57F: 3 clusters Score -2627132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -682354.437500 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -682354.4 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 2608 members 
Entering Unmasked Estep 
Score: -677694.062500 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -677694.1 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -678832.875000 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -678832.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -679041.437500 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -679041.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -679177.187500 Penalty: 4250.425781
	Iteration 3Q: 3 clusters Score -679177.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -679276.687500 Penalty: 4250.425781
	Iteration 4Q: 3 clusters Score -679276.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -679335.562500 Penalty: 4250.425781
	Iteration 5Q: 3 clusters Score -679335.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -679387.437500 Penalty: 4250.425781
	Iteration 6Q: 3 clusters Score -679387.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -679438.062500 Penalty: 4250.425781
	Iteration 7Q: 3 clusters Score -679438.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -679490.500000 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -679490.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -679534.437500 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -679534.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -679578.562500 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -679578.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -679632.250000 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -679632.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -679682.187500 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -679682.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -679725.562500 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -679725.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -679770.750000 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -679770.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -679806.687500 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -679806.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -679838.500000 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -679838.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -679871.062500 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -679871.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -679904.562500 Penalty: 4250.425781
	Iteration 18Q: 3 clusters Score -679904.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -679938.812500 Penalty: 4250.425781
	Iteration 19Q: 3 clusters Score -679938.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -679974.187500 Penalty: 4250.425781
	Iteration 20F: 3 clusters Score -679974.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -680008.312500 Penalty: 4250.425781
	Iteration 21Q: 3 clusters Score -680008.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -680041.875000 Penalty: 4250.425781
	Iteration 22Q: 3 clusters Score -680041.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -680070.437500 Penalty: 4250.425781
	Iteration 23Q: 3 clusters Score -680070.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -680098.125000 Penalty: 4250.425781
	Iteration 24Q: 3 clusters Score -680098.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -680124.250000 Penalty: 4250.425781
	Iteration 25Q: 3 clusters Score -680124.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -680154.812500 Penalty: 4250.425781
	Iteration 26Q: 3 clusters Score -680154.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -680186.875000 Penalty: 4250.425781
	Iteration 27Q: 3 clusters Score -680186.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -680211.937500 Penalty: 4250.425781
	Iteration 28Q: 3 clusters Score -680211.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -680239.187500 Penalty: 4250.425781
	Iteration 29Q: 3 clusters Score -680239.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -680258.562500 Penalty: 4250.425781
	Iteration 30Q: 3 clusters Score -680258.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -680275.187500 Penalty: 4250.425781
	Iteration 31Q: 3 clusters Score -680275.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -680290.687500 Penalty: 4250.425781
	Iteration 32Q: 3 clusters Score -680290.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -680302.312500 Penalty: 4250.425781
	Iteration 33Q: 3 clusters Score -680302.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -680314.687500 Penalty: 4250.425781
	Iteration 34Q: 3 clusters Score -680314.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -680325.625000 Penalty: 4250.425781
	Iteration 35Q: 3 clusters Score -680325.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -680334.937500 Penalty: 4250.425781
	Iteration 36Q: 3 clusters Score -680334.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -680342.062500 Penalty: 4250.425781
	Iteration 37Q: 3 clusters Score -680342.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -680343.750000 Penalty: 4250.425781
	Iteration 38Q: 3 clusters Score -680343.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -680352.875000 Penalty: 4250.425781
	Iteration 39Q: 3 clusters Score -680352.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -680362.062500 Penalty: 4250.425781
	Iteration 40F: 3 clusters Score -680362.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -680372.000000 Penalty: 4250.425781
	Iteration 41Q: 3 clusters Score -680372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -680377.125000 Penalty: 4250.425781
	Iteration 42Q: 3 clusters Score -680377.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -680386.312500 Penalty: 4250.425781
	Iteration 43Q: 3 clusters Score -680386.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -680394.437500 Penalty: 4250.425781
	Iteration 44Q: 3 clusters Score -680394.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -680402.125000 Penalty: 4250.425781
	Iteration 45Q: 3 clusters Score -680402.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -680408.187500 Penalty: 4250.425781
	Iteration 46Q: 3 clusters Score -680408.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -680415.750000 Penalty: 4250.425781
	Iteration 47Q: 3 clusters Score -680415.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -680422.375000 Penalty: 4250.425781
	Iteration 48Q: 3 clusters Score -680422.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -680426.062500 Penalty: 4250.425781
	Iteration 49Q: 3 clusters Score -680426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -680432.500000 Penalty: 4250.425781
	Iteration 50Q: 3 clusters Score -680432.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -680436.125000 Penalty: 4250.425781
	Iteration 51Q: 3 clusters Score -680436.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -680443.312500 Penalty: 4250.425781
	Iteration 52Q: 3 clusters Score -680443.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -680453.000000 Penalty: 4250.425781
	Iteration 53Q: 3 clusters Score -680453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -680460.062500 Penalty: 4250.425781
	Iteration 54Q: 3 clusters Score -680460.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -680464.250000 Penalty: 4250.425781
	Iteration 55Q: 3 clusters Score -680464.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -680467.125000 Penalty: 4250.425781
	Iteration 56Q: 3 clusters Score -680467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -680468.375000 Penalty: 4250.425781
	Iteration 57Q: 3 clusters Score -680468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -680470.625000 Penalty: 4250.425781
	Iteration 58Q: 3 clusters Score -680470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -680470.062500 Penalty: 4250.425781
	Iteration 59Q: 3 clusters Score -680470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -680470.750000 Penalty: 4250.425781
	Iteration 60F: 3 clusters Score -680470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -680472.250000 Penalty: 4250.425781
	Iteration 61Q: 3 clusters Score -680472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -680475.625000 Penalty: 4250.425781
	Iteration 62Q: 3 clusters Score -680475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -680478.000000 Penalty: 4250.425781
	Iteration 63Q: 3 clusters Score -680478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -680479.812500 Penalty: 4250.425781
	Iteration 64Q: 3 clusters Score -680479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -680482.562500 Penalty: 4250.425781
	Iteration 65Q: 3 clusters Score -680482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -680485.812500 Penalty: 4250.425781
	Iteration 66Q: 3 clusters Score -680485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -680487.187500 Penalty: 4250.425781
	Iteration 67Q: 3 clusters Score -680487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -680488.125000 Penalty: 4250.425781
	Iteration 68Q: 3 clusters Score -680488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -680488.250000 Penalty: 4250.425781
	Iteration 69Q: 3 clusters Score -680488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -680490.375000 Penalty: 4250.425781
	Iteration 70Q: 3 clusters Score -680490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -680491.875000 Penalty: 4250.425781
	Iteration 71Q: 3 clusters Score -680491.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -680494.250000 Penalty: 4250.425781
	Iteration 72Q: 3 clusters Score -680494.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -680496.062500 Penalty: 4250.425781
	Iteration 73Q: 3 clusters Score -680496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -680498.062500 Penalty: 4250.425781
	Iteration 74Q: 3 clusters Score -680498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -680502.125000 Penalty: 4250.425781
	Iteration 75Q: 3 clusters Score -680502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -680504.812500 Penalty: 4250.425781
	Iteration 76Q: 3 clusters Score -680504.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -680511.625000 Penalty: 4250.425781
	Iteration 77Q: 3 clusters Score -680511.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -680514.625000 Penalty: 4250.425781
	Iteration 78Q: 3 clusters Score -680514.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -680518.875000 Penalty: 4250.425781
	Iteration 79Q: 3 clusters Score -680518.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -680522.125000 Penalty: 4250.425781
	Iteration 80F: 3 clusters Score -680522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -680524.187500 Penalty: 4250.425781
	Iteration 81Q: 3 clusters Score -680524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -680523.687500 Penalty: 4250.425781
	Iteration 82Q: 3 clusters Score -680523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -680524.875000 Penalty: 4250.425781
	Iteration 83Q: 3 clusters Score -680524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -680524.875000 Penalty: 4250.425781
	Iteration 84F: 3 clusters Score -680524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Entering Unmasked Estep 
Score: -3105920.500000 Penalty: 2503.102783
	Iteration 0F: 2 clusters Score -3105920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3089130.500000 Penalty: 5006.205566
	Iteration 0F: 3 clusters Score -3089130 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3094994.500000 Penalty: 5006.205566
	Iteration 1F: 3 clusters Score -3094994 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3095507.000000 Penalty: 5006.205566
	Iteration 2F: 3 clusters Score -3095507 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3096145.250000 Penalty: 5006.205566
	Iteration 3F: 3 clusters Score -3096145 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3096782.750000 Penalty: 5006.205566
	Iteration 4F: 3 clusters Score -3096783 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3097493.750000 Penalty: 5006.205566
	Iteration 5F: 3 clusters Score -3097494 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3098197.500000 Penalty: 5006.205566
	Iteration 6F: 3 clusters Score -3098198 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3098963.250000 Penalty: 5006.205566
	Iteration 7F: 3 clusters Score -3098963 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3099647.250000 Penalty: 5006.205566
	Iteration 8F: 3 clusters Score -3099647 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3100192.500000 Penalty: 5006.205566
	Iteration 9Q: 3 clusters Score -3100192 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3100745.750000 Penalty: 5006.205566
	Iteration 10Q: 3 clusters Score -3100746 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3101268.250000 Penalty: 5006.205566
	Iteration 11Q: 3 clusters Score -3101268 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3101773.250000 Penalty: 5006.205566
	Iteration 12Q: 3 clusters Score -3101773 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3102271.750000 Penalty: 5006.205566
	Iteration 13Q: 3 clusters Score -3102272 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3102748.750000 Penalty: 5006.205566
	Iteration 14Q: 3 clusters Score -3102749 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3103115.000000 Penalty: 5006.205566
	Iteration 15Q: 3 clusters Score -3103115 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3103386.500000 Penalty: 5006.205566
	Iteration 16Q: 3 clusters Score -3103386 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3103576.750000 Penalty: 5006.205566
	Iteration 17Q: 3 clusters Score -3103577 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3103732.500000 Penalty: 5006.205566
	Iteration 18Q: 3 clusters Score -3103732 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3103867.250000 Penalty: 5006.205566
	Iteration 19Q: 3 clusters Score -3103867 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3103984.000000 Penalty: 5006.205566
	Iteration 20F: 3 clusters Score -3103984 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3104064.000000 Penalty: 5006.205566
	Iteration 21Q: 3 clusters Score -3104064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3104131.250000 Penalty: 5006.205566
	Iteration 22Q: 3 clusters Score -3104131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3104171.750000 Penalty: 5006.205566
	Iteration 23Q: 3 clusters Score -3104172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3104201.500000 Penalty: 5006.205566
	Iteration 24Q: 3 clusters Score -3104202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3104225.000000 Penalty: 5006.205566
	Iteration 25Q: 3 clusters Score -3104225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3104247.000000 Penalty: 5006.205566
	Iteration 26Q: 3 clusters Score -3104247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3104259.750000 Penalty: 5006.205566
	Iteration 27Q: 3 clusters Score -3104260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3104266.250000 Penalty: 5006.205566
	Iteration 28Q: 3 clusters Score -3104266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3104274.250000 Penalty: 5006.205566
	Iteration 29Q: 3 clusters Score -3104274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3104277.250000 Penalty: 5006.205566
	Iteration 30Q: 3 clusters Score -3104277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3104275.250000 Penalty: 5006.205566
	Iteration 31Q: 3 clusters Score -3104275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3104279.750000 Penalty: 5006.205566
	Iteration 32Q: 3 clusters Score -3104280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3104284.500000 Penalty: 5006.205566
	Iteration 33Q: 3 clusters Score -3104284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3104281.250000 Penalty: 5006.205566
	Iteration 34Q: 3 clusters Score -3104281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3104281.250000 Penalty: 5006.205566
	Iteration 35F: 3 clusters Score -3104281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Entering Unmasked Estep 
Score: -2793133.250000 Penalty: 2475.024902
	Iteration 0F: 2 clusters Score -2793133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2777905.000000 Penalty: 4950.049805
	Iteration 0F: 3 clusters Score -2777905 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2783119.500000 Penalty: 4950.049805
	Iteration 1F: 3 clusters Score -2783120 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2783491.500000 Penalty: 4950.049805
	Iteration 2F: 3 clusters Score -2783492 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2783796.250000 Penalty: 4950.049805
	Iteration 3Q: 3 clusters Score -2783796 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2784063.500000 Penalty: 4950.049805
	Iteration 4Q: 3 clusters Score -2784064 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2784322.750000 Penalty: 4950.049805
	Iteration 5Q: 3 clusters Score -2784323 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2784644.000000 Penalty: 4950.049805
	Iteration 6Q: 3 clusters Score -2784644 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2785027.750000 Penalty: 4950.049805
	Iteration 7Q: 3 clusters Score -2785028 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2785551.750000 Penalty: 4950.049805
	Iteration 8Q: 3 clusters Score -2785552 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2786224.000000 Penalty: 4950.049805
	Iteration 9F: 3 clusters Score -2786224 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2787000.500000 Penalty: 4950.049805
	Iteration 10F: 3 clusters Score -2787000 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2787832.250000 Penalty: 4950.049805
	Iteration 11F: 3 clusters Score -2787832 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2788693.250000 Penalty: 4950.049805
	Iteration 12Q: 3 clusters Score -2788693 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2789563.000000 Penalty: 4950.049805
	Iteration 13Q: 3 clusters Score -2789563 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2790398.250000 Penalty: 4950.049805
	Iteration 14Q: 3 clusters Score -2790398 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2790992.750000 Penalty: 4950.049805
	Iteration 15Q: 3 clusters Score -2790993 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2791276.250000 Penalty: 4950.049805
	Iteration 16Q: 3 clusters Score -2791276 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2791416.000000 Penalty: 4950.049805
	Iteration 17Q: 3 clusters Score -2791416 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2791457.500000 Penalty: 4950.049805
	Iteration 18Q: 3 clusters Score -2791458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2791483.750000 Penalty: 4950.049805
	Iteration 19Q: 3 clusters Score -2791484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2791503.250000 Penalty: 4950.049805
	Iteration 20F: 3 clusters Score -2791503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2791515.750000 Penalty: 4950.049805
	Iteration 21Q: 3 clusters Score -2791516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2791522.000000 Penalty: 4950.049805
	Iteration 22Q: 3 clusters Score -2791522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2791532.000000 Penalty: 4950.049805
	Iteration 23Q: 3 clusters Score -2791532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2791535.000000 Penalty: 4950.049805
	Iteration 24Q: 3 clusters Score -2791535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2791536.500000 Penalty: 4950.049805
	Iteration 25Q: 3 clusters Score -2791536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2791540.000000 Penalty: 4950.049805
	Iteration 26Q: 3 clusters Score -2791540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2791544.750000 Penalty: 4950.049805
	Iteration 27Q: 3 clusters Score -2791545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2791547.250000 Penalty: 4950.049805
	Iteration 28Q: 3 clusters Score -2791547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2791553.750000 Penalty: 4950.049805
	Iteration 29Q: 3 clusters Score -2791554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2791562.250000 Penalty: 4950.049805
	Iteration 30Q: 3 clusters Score -2791562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2791562.500000 Penalty: 4950.049805
	Iteration 31Q: 3 clusters Score -2791562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2791560.500000 Penalty: 4950.049805
	Iteration 32Q: 3 clusters Score -2791560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2791561.500000 Penalty: 4950.049805
	Iteration 33Q: 3 clusters Score -2791562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2791563.500000 Penalty: 4950.049805
	Iteration 34Q: 3 clusters Score -2791564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2791568.250000 Penalty: 4950.049805
	Iteration 35Q: 3 clusters Score -2791568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2791569.500000 Penalty: 4950.049805
	Iteration 36Q: 3 clusters Score -2791570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2791572.750000 Penalty: 4950.049805
	Iteration 37Q: 3 clusters Score -2791573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2791572.250000 Penalty: 4950.049805
	Iteration 38Q: 3 clusters Score -2791572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2791567.250000 Penalty: 4950.049805
	Iteration 39Q: 3 clusters Score -2791567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2791570.250000 Penalty: 4950.049805
	Iteration 40F: 3 clusters Score -2791570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2791570.500000 Penalty: 4950.049805
	Iteration 41Q: 3 clusters Score -2791570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2791573.250000 Penalty: 4950.049805
	Iteration 42Q: 3 clusters Score -2791573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2791575.000000 Penalty: 4950.049805
	Iteration 43Q: 3 clusters Score -2791575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2791576.750000 Penalty: 4950.049805
	Iteration 44Q: 3 clusters Score -2791577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2791576.250000 Penalty: 4950.049805
	Iteration 45Q: 3 clusters Score -2791576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2791576.500000 Penalty: 4950.049805
	Iteration 46Q: 3 clusters Score -2791576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2791572.500000 Penalty: 4950.049805
	Iteration 47Q: 3 clusters Score -2791572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2791574.250000 Penalty: 4950.049805
	Iteration 48Q: 3 clusters Score -2791574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2791576.250000 Penalty: 4950.049805
	Iteration 49Q: 3 clusters Score -2791576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2791579.000000 Penalty: 4950.049805
	Iteration 50Q: 3 clusters Score -2791579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2791576.500000 Penalty: 4950.049805
	Iteration 51Q: 3 clusters Score -2791576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2791574.750000 Penalty: 4950.049805
	Iteration 52Q: 3 clusters Score -2791575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2791573.500000 Penalty: 4950.049805
	Iteration 53Q: 3 clusters Score -2791574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2791576.000000 Penalty: 4950.049805
	Iteration 54Q: 3 clusters Score -2791576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2791575.500000 Penalty: 4950.049805
	Iteration 55Q: 3 clusters Score -2791576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2791574.000000 Penalty: 4950.049805
	Iteration 56Q: 3 clusters Score -2791574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2791572.500000 Penalty: 4950.049805
	Iteration 57Q: 3 clusters Score -2791572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2791575.750000 Penalty: 4950.049805
	Iteration 58Q: 3 clusters Score -2791576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2791571.750000 Penalty: 4950.049805
	Iteration 59Q: 3 clusters Score -2791572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2791571.750000 Penalty: 4950.049805
	Iteration 60F: 3 clusters Score -2791572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10287 members 
Mstep: Class 8 contains 12818 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7493 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42810 members 
Mstep: Class 16 contains 144755 members 
Mstep: Class 17 contains 20093 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 24177 members 
Mstep: Class 20 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892252.000000 Penalty: 63116.312500
Iteration 239Q: 21 clusters Score -4.289225e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10271 members 
Mstep: Class 8 contains 12820 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7490 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 42807 members 
Mstep: Class 16 contains 144762 members 
Mstep: Class 17 contains 20093 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 24152 members 
Mstep: Class 20 contains 21588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892272.000000 Penalty: 63116.312500
Iteration 240F: 21 clusters Score -4.289227e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 10567 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10257 members 
Mstep: Class 8 contains 12822 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7488 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 42801 members 
Mstep: Class 16 contains 144757 members 
Mstep: Class 17 contains 20094 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 24125 members 
Mstep: Class 20 contains 21587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892272.000000 Penalty: 63116.312500
Iteration 241Q: 21 clusters Score -4.289227e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 10666 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10238 members 
Mstep: Class 8 contains 12822 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7484 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42793 members 
Mstep: Class 16 contains 144763 members 
Mstep: Class 17 contains 20099 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 24073 members 
Mstep: Class 20 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892304.000000 Penalty: 63116.312500
Iteration 242Q: 21 clusters Score -4.28923e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 10790 members 
Mstep: Class 5 contains 6354 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 12817 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 7478 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9823 members 
Mstep: Class 15 contains 42790 members 
Mstep: Class 16 contains 144763 members 
Mstep: Class 17 contains 20102 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 24013 members 
Mstep: Class 20 contains 21594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892396.000000 Penalty: 63116.312500
Iteration 243Q: 21 clusters Score -4.28924e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2776 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 10927 members 
Mstep: Class 5 contains 6302 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 12818 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 10 contains 7470 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9826 members 
Mstep: Class 15 contains 42780 members 
Mstep: Class 16 contains 144775 members 
Mstep: Class 17 contains 20110 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 23937 members 
Mstep: Class 20 contains 21590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892464.000000 Penalty: 63116.312500
Iteration 244Q: 21 clusters Score -4.289246e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2786 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 11078 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10184 members 
Mstep: Class 8 contains 12816 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 10 contains 7461 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9825 members 
Mstep: Class 15 contains 42770 members 
Mstep: Class 16 contains 144795 members 
Mstep: Class 17 contains 20123 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 23845 members 
Mstep: Class 20 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892520.000000 Penalty: 63116.312500
Iteration 245Q: 21 clusters Score -4.289252e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2796 members 
Mstep: Class 3 contains 2868 members 
Mstep: Class 4 contains 11218 members 
Mstep: Class 5 contains 6178 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10159 members 
Mstep: Class 8 contains 12816 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 7456 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9827 members 
Mstep: Class 15 contains 42762 members 
Mstep: Class 16 contains 144828 members 
Mstep: Class 17 contains 20140 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 23734 members 
Mstep: Class 20 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892624.000000 Penalty: 63116.312500
Iteration 246Q: 21 clusters Score -4.289262e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2800 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 6121 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10125 members 
Mstep: Class 8 contains 12817 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7446 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9827 members 
Mstep: Class 15 contains 42761 members 
Mstep: Class 16 contains 144881 members 
Mstep: Class 17 contains 20146 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 23598 members 
Mstep: Class 20 contains 21583 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 21 clusters Score -4.28928e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2811 members 
Mstep: Class 3 contains 2887 members 
Mstep: Class 4 contains 11592 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 10096 members 
Mstep: Class 8 contains 12814 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7434 members 
Mstep: Class 11 contains 6071 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 9826 members 
Mstep: Class 15 contains 42749 members 
Mstep: Class 16 contains 144929 members 
Mstep: Class 17 contains 20146 members 
Mstep: Class 18 contains 5273 members 
Mstep: Class 19 contains 23438 members 
Mstep: Class 20 contains 21588 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 248Q: 21 clusters Score -4.289289e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 2894 members 
Mstep: Class 4 contains 11772 members 
Mstep: Class 5 contains 6005 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 10067 members 
Mstep: Class 8 contains 12818 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7413 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9824 members 
Mstep: Class 15 contains 42742 members 
Mstep: Class 16 contains 144988 members 
Mstep: Class 17 contains 20155 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 23268 members 
Mstep: Class 20 contains 21586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 249Q: 21 clusters Score -4.289295e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 2906 members 
Mstep: Class 4 contains 11968 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 10039 members 
Mstep: Class 8 contains 12819 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42739 members 
Mstep: Class 16 contains 145045 members 
Mstep: Class 17 contains 20160 members 
Mstep: Class 18 contains 5284 members 
Mstep: Class 19 contains 23082 members 
Mstep: Class 20 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 250Q: 21 clusters Score -4.289311e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 12159 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 12821 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7376 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 42726 members 
Mstep: Class 16 contains 145107 members 
Mstep: Class 17 contains 20165 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 22921 members 
Mstep: Class 20 contains 21599 members 
Entering Unmasked Estep 
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Iteration 251Q: 21 clusters Score -4.289322e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2838 members 
Mstep: Class 3 contains 2920 members 
Mstep: Class 4 contains 12300 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9998 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7358 members 
Mstep: Class 11 contains 6049 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 42711 members 
Mstep: Class 16 contains 145179 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 22762 members 
Mstep: Class 20 contains 21610 members 
Entering Unmasked Estep 
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Iteration 252Q: 21 clusters Score -4.289322e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 2920 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 5842 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9976 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 42712 members 
Mstep: Class 16 contains 145240 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 22618 members 
Mstep: Class 20 contains 21617 members 
Entering Unmasked Estep 
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Iteration 253Q: 21 clusters Score -4.289333e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 12566 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9946 members 
Mstep: Class 8 contains 12838 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7331 members 
Mstep: Class 11 contains 6031 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 42704 members 
Mstep: Class 16 contains 145308 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 22491 members 
Mstep: Class 20 contains 21616 members 
Entering Unmasked Estep 
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Iteration 254Q: 21 clusters Score -4.289331e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 12683 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 12843 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7322 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9814 members 
Mstep: Class 15 contains 42701 members 
Mstep: Class 16 contains 145389 members 
Mstep: Class 17 contains 20164 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 22375 members 
Mstep: Class 20 contains 21612 members 
Entering Unmasked Estep 
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Iteration 255Q: 21 clusters Score -4.289337e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 12787 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9903 members 
Mstep: Class 8 contains 12849 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 42700 members 
Mstep: Class 16 contains 145452 members 
Mstep: Class 17 contains 20178 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 22253 members 
Mstep: Class 20 contains 21607 members 
Entering Unmasked Estep 
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Iteration 256Q: 21 clusters Score -4.289348e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 12876 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9870 members 
Mstep: Class 8 contains 12850 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7297 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42692 members 
Mstep: Class 16 contains 145527 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 22146 members 
Mstep: Class 20 contains 21613 members 
Entering Unmasked Estep 
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Iteration 257Q: 21 clusters Score -4.289342e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 2930 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9851 members 
Mstep: Class 8 contains 12853 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7285 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9807 members 
Mstep: Class 15 contains 42689 members 
Mstep: Class 16 contains 145587 members 
Mstep: Class 17 contains 20179 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 22072 members 
Mstep: Class 20 contains 21622 members 
Entering Unmasked Estep 
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Iteration 258Q: 21 clusters Score -4.289348e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 13003 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9834 members 
Mstep: Class 8 contains 12854 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42688 members 
Mstep: Class 16 contains 145621 members 
Mstep: Class 17 contains 20185 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 22013 members 
Mstep: Class 20 contains 21629 members 
Entering Unmasked Estep 
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Iteration 259Q: 21 clusters Score -4.289351e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2842 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 13059 members 
Mstep: Class 5 contains 5708 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9811 members 
Mstep: Class 8 contains 12858 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 7267 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 42682 members 
Mstep: Class 16 contains 145664 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 21959 members 
Mstep: Class 20 contains 21633 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 21 clusters Score -4.289359e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 13097 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9792 members 
Mstep: Class 8 contains 12858 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 10 contains 7270 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 42677 members 
Mstep: Class 16 contains 145687 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 21924 members 
Mstep: Class 20 contains 21634 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 21 clusters Score -4.28936e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2854 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 13131 members 
Mstep: Class 5 contains 5677 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9772 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7270 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 42671 members 
Mstep: Class 16 contains 145720 members 
Mstep: Class 17 contains 20182 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 21889 members 
Mstep: Class 20 contains 21635 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 21 clusters Score -4.28936e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2855 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 13163 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9747 members 
Mstep: Class 8 contains 12861 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 42672 members 
Mstep: Class 16 contains 145761 members 
Mstep: Class 17 contains 20177 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 21853 members 
Mstep: Class 20 contains 21636 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 21 clusters Score -4.289355e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 2940 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9712 members 
Mstep: Class 8 contains 12863 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 42673 members 
Mstep: Class 16 contains 145793 members 
Mstep: Class 17 contains 20180 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 21824 members 
Mstep: Class 20 contains 21637 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 21 clusters Score -4.289357e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 5640 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9674 members 
Mstep: Class 8 contains 12864 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 42672 members 
Mstep: Class 16 contains 145836 members 
Mstep: Class 17 contains 20178 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 21790 members 
Mstep: Class 20 contains 21639 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 265Q: 21 clusters Score -4.289364e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2893 members 
Mstep: Class 3 contains 2956 members 
Mstep: Class 4 contains 13225 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9620 members 
Mstep: Class 8 contains 12868 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 42669 members 
Mstep: Class 16 contains 145879 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 5311 members 
Mstep: Class 19 contains 21758 members 
Mstep: Class 20 contains 21642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 266Q: 21 clusters Score -4.289366e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 13248 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 8 contains 12871 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6011 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 42665 members 
Mstep: Class 16 contains 145908 members 
Mstep: Class 17 contains 20184 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 21737 members 
Mstep: Class 20 contains 21641 members 
Entering Unmasked Estep 
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Iteration 267Q: 21 clusters Score -4.28937e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 13269 members 
Mstep: Class 5 contains 5618 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9537 members 
Mstep: Class 8 contains 12877 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6007 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 42663 members 
Mstep: Class 16 contains 145944 members 
Mstep: Class 17 contains 20184 members 
Mstep: Class 18 contains 5322 members 
Mstep: Class 19 contains 21715 members 
Mstep: Class 20 contains 21641 members 
Entering Unmasked Estep 
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Iteration 268Q: 21 clusters Score -4.289371e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2917 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 13291 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9504 members 
Mstep: Class 8 contains 12880 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 42663 members 
Mstep: Class 16 contains 145977 members 
Mstep: Class 17 contains 20181 members 
Mstep: Class 18 contains 5322 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 21639 members 
Entering Unmasked Estep 
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Iteration 269Q: 21 clusters Score -4.289375e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 5613 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 12884 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 42656 members 
Mstep: Class 16 contains 146008 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 19 contains 21650 members 
Mstep: Class 20 contains 21633 members 
Entering Unmasked Estep 
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Iteration 270Q: 21 clusters Score -4.28938e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 2993 members 
Mstep: Class 4 contains 13327 members 
Mstep: Class 5 contains 5607 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9429 members 
Mstep: Class 8 contains 12885 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9802 members 
Mstep: Class 15 contains 42654 members 
Mstep: Class 16 contains 146036 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 21624 members 
Mstep: Class 20 contains 21634 members 
Entering Unmasked Estep 
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Iteration 271Q: 21 clusters Score -4.289378e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 13346 members 
Mstep: Class 5 contains 5605 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9394 members 
Mstep: Class 8 contains 12887 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 42657 members 
Mstep: Class 16 contains 146079 members 
Mstep: Class 17 contains 20195 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 19 contains 21594 members 
Mstep: Class 20 contains 21633 members 
Entering Unmasked Estep 
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Iteration 272Q: 21 clusters Score -4.289374e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 2995 members 
Mstep: Class 4 contains 13354 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9367 members 
Mstep: Class 8 contains 12888 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 42655 members 
Mstep: Class 16 contains 146108 members 
Mstep: Class 17 contains 20198 members 
Mstep: Class 18 contains 5332 members 
Mstep: Class 19 contains 21581 members 
Mstep: Class 20 contains 21628 members 
Entering Unmasked Estep 
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Iteration 273Q: 21 clusters Score -4.289371e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 4 contains 13367 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9341 members 
Mstep: Class 8 contains 12888 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 42660 members 
Mstep: Class 16 contains 146134 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 5335 members 
Mstep: Class 19 contains 21566 members 
Mstep: Class 20 contains 21628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893636.000000 Penalty: 63116.312500
Iteration 274Q: 21 clusters Score -4.289364e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 13380 members 
Mstep: Class 5 contains 5587 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9318 members 
Mstep: Class 8 contains 12887 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7242 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 42657 members 
Mstep: Class 16 contains 146165 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 5340 members 
Mstep: Class 19 contains 21553 members 
Mstep: Class 20 contains 21625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893736.000000 Penalty: 63116.312500
Iteration 275Q: 21 clusters Score -4.289374e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 13389 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9297 members 
Mstep: Class 8 contains 12888 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7243 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 42656 members 
Mstep: Class 16 contains 146186 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 21539 members 
Mstep: Class 20 contains 21625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893708.000000 Penalty: 63116.312500
Iteration 276Q: 21 clusters Score -4.289371e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 13401 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 12890 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7243 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9801 members 
Mstep: Class 15 contains 42654 members 
Mstep: Class 16 contains 146209 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 21526 members 
Mstep: Class 20 contains 21623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893684.000000 Penalty: 63116.312500
Iteration 277Q: 21 clusters Score -4.289368e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 13405 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 9241 members 
Mstep: Class 8 contains 12893 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 42650 members 
Mstep: Class 16 contains 146244 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 21509 members 
Mstep: Class 20 contains 21623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893708.000000 Penalty: 63116.312500
Iteration 278Q: 21 clusters Score -4.289371e+07 nChanged 107
Entering ConstructFrom: 
Score: -42893708.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -21556.324219 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -21556.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20507.849609 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -20507.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20603.671875 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -20603.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20620.775391 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -20620.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20625.623047 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -20625.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20625.623047 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -20625.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -385115.218750 Penalty: 1983.086670
	Iteration 0F: 2 clusters Score -385115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -381843.468750 Penalty: 3966.173340
	Iteration 0F: 3 clusters Score -381843.5 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -382447.218750 Penalty: 3966.173340
	Iteration 1F: 3 clusters Score -382447.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -382563.593750 Penalty: 3966.173340
	Iteration 2F: 3 clusters Score -382563.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -382641.500000 Penalty: 3966.173340
	Iteration 3Q: 3 clusters Score -382641.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -382698.343750 Penalty: 3966.173340
	Iteration 4Q: 3 clusters Score -382698.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -382737.593750 Penalty: 3966.173340
	Iteration 5Q: 3 clusters Score -382737.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -382758.156250 Penalty: 3966.173340
	Iteration 6Q: 3 clusters Score -382758.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -382781.062500 Penalty: 3966.173340
	Iteration 7Q: 3 clusters Score -382781.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -382800.218750 Penalty: 3966.173340
	Iteration 8Q: 3 clusters Score -382800.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -382812.312500 Penalty: 3966.173340
	Iteration 9Q: 3 clusters Score -382812.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -382826.218750 Penalty: 3966.173340
	Iteration 10Q: 3 clusters Score -382826.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -382839.750000 Penalty: 3966.173340
	Iteration 11Q: 3 clusters Score -382839.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -382853.031250 Penalty: 3966.173340
	Iteration 12Q: 3 clusters Score -382853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -382863.687500 Penalty: 3966.173340
	Iteration 13Q: 3 clusters Score -382863.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -382876.906250 Penalty: 3966.173340
	Iteration 14Q: 3 clusters Score -382876.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -382889.406250 Penalty: 3966.173340
	Iteration 15Q: 3 clusters Score -382889.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -382897.937500 Penalty: 3966.173340
	Iteration 16Q: 3 clusters Score -382897.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -382906.312500 Penalty: 3966.173340
	Iteration 17Q: 3 clusters Score -382906.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -382918.062500 Penalty: 3966.173340
	Iteration 18Q: 3 clusters Score -382918.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -382925.468750 Penalty: 3966.173340
	Iteration 19Q: 3 clusters Score -382925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -382928.000000 Penalty: 3966.173340
	Iteration 20F: 3 clusters Score -382928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -382930.062500 Penalty: 3966.173340
	Iteration 21Q: 3 clusters Score -382930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -382932.187500 Penalty: 3966.173340
	Iteration 22Q: 3 clusters Score -382932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -382935.968750 Penalty: 3966.173340
	Iteration 23Q: 3 clusters Score -382936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -382938.906250 Penalty: 3966.173340
	Iteration 24Q: 3 clusters Score -382938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -382939.812500 Penalty: 3966.173340
	Iteration 25Q: 3 clusters Score -382939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -382942.781250 Penalty: 3966.173340
	Iteration 26Q: 3 clusters Score -382942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382944.562500 Penalty: 3966.173340
	Iteration 27Q: 3 clusters Score -382944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -382948.781250 Penalty: 3966.173340
	Iteration 28Q: 3 clusters Score -382948.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -382953.906250 Penalty: 3966.173340
	Iteration 29Q: 3 clusters Score -382953.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -382958.593750 Penalty: 3966.173340
	Iteration 30Q: 3 clusters Score -382958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -382963.062500 Penalty: 3966.173340
	Iteration 31Q: 3 clusters Score -382963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -382966.062500 Penalty: 3966.173340
	Iteration 32Q: 3 clusters Score -382966.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -382971.281250 Penalty: 3966.173340
	Iteration 33Q: 3 clusters Score -382971.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -382975.406250 Penalty: 3966.173340
	Iteration 34Q: 3 clusters Score -382975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -382979.906250 Penalty: 3966.173340
	Iteration 35Q: 3 clusters Score -382979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -382982.656250 Penalty: 3966.173340
	Iteration 36Q: 3 clusters Score -382982.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -382985.312500 Penalty: 3966.173340
	Iteration 37Q: 3 clusters Score -382985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -382986.187500 Penalty: 3966.173340
	Iteration 38Q: 3 clusters Score -382986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -382988.468750 Penalty: 3966.173340
	Iteration 39Q: 3 clusters Score -382988.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -382991.875000 Penalty: 3966.173340
	Iteration 40F: 3 clusters Score -382991.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -382996.500000 Penalty: 3966.173340
	Iteration 41Q: 3 clusters Score -382996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -382997.656250 Penalty: 3966.173340
	Iteration 42Q: 3 clusters Score -382997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -382999.812500 Penalty: 3966.173340
	Iteration 43Q: 3 clusters Score -382999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -383001.906250 Penalty: 3966.173340
	Iteration 44Q: 3 clusters Score -383001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -383003.500000 Penalty: 3966.173340
	Iteration 45Q: 3 clusters Score -383003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -383004.218750 Penalty: 3966.173340
	Iteration 46Q: 3 clusters Score -383004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -383005.187500 Penalty: 3966.173340
	Iteration 47Q: 3 clusters Score -383005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -383007.281250 Penalty: 3966.173340
	Iteration 48Q: 3 clusters Score -383007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -383008.000000 Penalty: 3966.173340
	Iteration 49Q: 3 clusters Score -383008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -383007.656250 Penalty: 3966.173340
	Iteration 50Q: 3 clusters Score -383007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -383007.656250 Penalty: 3966.173340
	Iteration 51F: 3 clusters Score -383007.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -375557.906250 Penalty: 1987.391113
	Iteration 0F: 2 clusters Score -375557.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -372239.656250 Penalty: 3974.782227
	Iteration 0F: 3 clusters Score -372239.7 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -372879.656250 Penalty: 3974.782227
	Iteration 1F: 3 clusters Score -372879.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -373041.500000 Penalty: 3974.782227
	Iteration 2F: 3 clusters Score -373041.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -373124.781250 Penalty: 3974.782227
	Iteration 3Q: 3 clusters Score -373124.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -373171.906250 Penalty: 3974.782227
	Iteration 4Q: 3 clusters Score -373171.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -373206.218750 Penalty: 3974.782227
	Iteration 5Q: 3 clusters Score -373206.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -373231.312500 Penalty: 3974.782227
	Iteration 6Q: 3 clusters Score -373231.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -373248.750000 Penalty: 3974.782227
	Iteration 7Q: 3 clusters Score -373248.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -373258.937500 Penalty: 3974.782227
	Iteration 8Q: 3 clusters Score -373258.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -373264.218750 Penalty: 3974.782227
	Iteration 9Q: 3 clusters Score -373264.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -373269.718750 Penalty: 3974.782227
	Iteration 10Q: 3 clusters Score -373269.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -373274.375000 Penalty: 3974.782227
	Iteration 11Q: 3 clusters Score -373274.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -373277.750000 Penalty: 3974.782227
	Iteration 12Q: 3 clusters Score -373277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -373279.781250 Penalty: 3974.782227
	Iteration 13Q: 3 clusters Score -373279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -373280.468750 Penalty: 3974.782227
	Iteration 14Q: 3 clusters Score -373280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -373282.218750 Penalty: 3974.782227
	Iteration 15Q: 3 clusters Score -373282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -373283.031250 Penalty: 3974.782227
	Iteration 16Q: 3 clusters Score -373283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -373284.000000 Penalty: 3974.782227
	Iteration 17Q: 3 clusters Score -373284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -373288.531250 Penalty: 3974.782227
	Iteration 18Q: 3 clusters Score -373288.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -373295.843750 Penalty: 3974.782227
	Iteration 19Q: 3 clusters Score -373295.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -373302.156250 Penalty: 3974.782227
	Iteration 20F: 3 clusters Score -373302.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -373309.187500 Penalty: 3974.782227
	Iteration 21Q: 3 clusters Score -373309.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373323.250000 Penalty: 3974.782227
	Iteration 22Q: 3 clusters Score -373323.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -373336.437500 Penalty: 3974.782227
	Iteration 23Q: 3 clusters Score -373336.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -373348.156250 Penalty: 3974.782227
	Iteration 24Q: 3 clusters Score -373348.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -373357.437500 Penalty: 3974.782227
	Iteration 25Q: 3 clusters Score -373357.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -373366.031250 Penalty: 3974.782227
	Iteration 26Q: 3 clusters Score -373366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -373375.906250 Penalty: 3974.782227
	Iteration 27Q: 3 clusters Score -373375.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -373384.750000 Penalty: 3974.782227
	Iteration 28Q: 3 clusters Score -373384.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -373393.062500 Penalty: 3974.782227
	Iteration 29Q: 3 clusters Score -373393.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -373400.250000 Penalty: 3974.782227
	Iteration 30Q: 3 clusters Score -373400.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -373406.500000 Penalty: 3974.782227
	Iteration 31Q: 3 clusters Score -373406.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -373410.312500 Penalty: 3974.782227
	Iteration 32Q: 3 clusters Score -373410.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -373414.125000 Penalty: 3974.782227
	Iteration 33Q: 3 clusters Score -373414.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -373417.218750 Penalty: 3974.782227
	Iteration 34Q: 3 clusters Score -373417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -373418.593750 Penalty: 3974.782227
	Iteration 35Q: 3 clusters Score -373418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -373421.093750 Penalty: 3974.782227
	Iteration 36Q: 3 clusters Score -373421.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -373423.000000 Penalty: 3974.782227
	Iteration 37Q: 3 clusters Score -373423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -373427.156250 Penalty: 3974.782227
	Iteration 38Q: 3 clusters Score -373427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -373430.718750 Penalty: 3974.782227
	Iteration 39Q: 3 clusters Score -373430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -373434.062500 Penalty: 3974.782227
	Iteration 40F: 3 clusters Score -373434.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -373439.031250 Penalty: 3974.782227
	Iteration 41Q: 3 clusters Score -373439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -373445.531250 Penalty: 3974.782227
	Iteration 42Q: 3 clusters Score -373445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -373448.343750 Penalty: 3974.782227
	Iteration 43Q: 3 clusters Score -373448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -373450.812500 Penalty: 3974.782227
	Iteration 44Q: 3 clusters Score -373450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -373456.812500 Penalty: 3974.782227
	Iteration 45Q: 3 clusters Score -373456.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -373463.750000 Penalty: 3974.782227
	Iteration 46Q: 3 clusters Score -373463.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -373471.343750 Penalty: 3974.782227
	Iteration 47Q: 3 clusters Score -373471.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -373480.000000 Penalty: 3974.782227
	Iteration 48Q: 3 clusters Score -373480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -373486.343750 Penalty: 3974.782227
	Iteration 49Q: 3 clusters Score -373486.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -373493.281250 Penalty: 3974.782227
	Iteration 50Q: 3 clusters Score -373493.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -373500.812500 Penalty: 3974.782227
	Iteration 51Q: 3 clusters Score -373500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -373506.906250 Penalty: 3974.782227
	Iteration 52Q: 3 clusters Score -373506.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -373512.031250 Penalty: 3974.782227
	Iteration 53Q: 3 clusters Score -373512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -373516.718750 Penalty: 3974.782227
	Iteration 54Q: 3 clusters Score -373516.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -373521.812500 Penalty: 3974.782227
	Iteration 55Q: 3 clusters Score -373521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -373524.750000 Penalty: 3974.782227
	Iteration 56Q: 3 clusters Score -373524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -373528.093750 Penalty: 3974.782227
	Iteration 57Q: 3 clusters Score -373528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -373528.875000 Penalty: 3974.782227
	Iteration 58Q: 3 clusters Score -373528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -373531.250000 Penalty: 3974.782227
	Iteration 59Q: 3 clusters Score -373531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -373531.250000 Penalty: 3974.782227
	Iteration 60F: 3 clusters Score -373531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Entering Unmasked Estep 
Score: -1656218.625000 Penalty: 2356.894531
	Iteration 0F: 2 clusters Score -1656219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1646319.625000 Penalty: 4713.789062
	Iteration 0F: 3 clusters Score -1646320 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1649333.875000 Penalty: 4713.789062
	Iteration 1F: 3 clusters Score -1649334 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1649668.625000 Penalty: 4713.789062
	Iteration 2F: 3 clusters Score -1649669 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1649923.625000 Penalty: 4713.789062
	Iteration 3Q: 3 clusters Score -1649924 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1650094.125000 Penalty: 4713.789062
	Iteration 4Q: 3 clusters Score -1650094 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1650248.375000 Penalty: 4713.789062
	Iteration 5Q: 3 clusters Score -1650248 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1650419.375000 Penalty: 4713.789062
	Iteration 6Q: 3 clusters Score -1650419 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1650592.875000 Penalty: 4713.789062
	Iteration 7Q: 3 clusters Score -1650593 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1650804.750000 Penalty: 4713.789062
	Iteration 8Q: 3 clusters Score -1650805 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1651013.875000 Penalty: 4713.789062
	Iteration 9Q: 3 clusters Score -1651014 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1651250.625000 Penalty: 4713.789062
	Iteration 10Q: 3 clusters Score -1651251 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1651519.125000 Penalty: 4713.789062
	Iteration 11Q: 3 clusters Score -1651519 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1651846.250000 Penalty: 4713.789062
	Iteration 12Q: 3 clusters Score -1651846 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1652187.125000 Penalty: 4713.789062
	Iteration 13Q: 3 clusters Score -1652187 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1652519.625000 Penalty: 4713.789062
	Iteration 14Q: 3 clusters Score -1652520 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1652838.500000 Penalty: 4713.789062
	Iteration 15Q: 3 clusters Score -1652838 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1653118.625000 Penalty: 4713.789062
	Iteration 16Q: 3 clusters Score -1653119 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1653343.500000 Penalty: 4713.789062
	Iteration 17Q: 3 clusters Score -1653344 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1653482.875000 Penalty: 4713.789062
	Iteration 18Q: 3 clusters Score -1653483 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1653588.000000 Penalty: 4713.789062
	Iteration 19Q: 3 clusters Score -1653588 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1653656.500000 Penalty: 4713.789062
	Iteration 20F: 3 clusters Score -1653656 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1653703.125000 Penalty: 4713.789062
	Iteration 21Q: 3 clusters Score -1653703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1653760.375000 Penalty: 4713.789062
	Iteration 22Q: 3 clusters Score -1653760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1653794.000000 Penalty: 4713.789062
	Iteration 23Q: 3 clusters Score -1653794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1653825.625000 Penalty: 4713.789062
	Iteration 24Q: 3 clusters Score -1653826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1653839.375000 Penalty: 4713.789062
	Iteration 25Q: 3 clusters Score -1653839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1653864.875000 Penalty: 4713.789062
	Iteration 26Q: 3 clusters Score -1653865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1653884.375000 Penalty: 4713.789062
	Iteration 27Q: 3 clusters Score -1653884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1653906.250000 Penalty: 4713.789062
	Iteration 28Q: 3 clusters Score -1653906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1653918.625000 Penalty: 4713.789062
	Iteration 29Q: 3 clusters Score -1653919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1653934.500000 Penalty: 4713.789062
	Iteration 30Q: 3 clusters Score -1653934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1653949.875000 Penalty: 4713.789062
	Iteration 31Q: 3 clusters Score -1653950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1653966.250000 Penalty: 4713.789062
	Iteration 32Q: 3 clusters Score -1653966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1653979.125000 Penalty: 4713.789062
	Iteration 33Q: 3 clusters Score -1653979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1653988.625000 Penalty: 4713.789062
	Iteration 34Q: 3 clusters Score -1653989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1653997.000000 Penalty: 4713.789062
	Iteration 35Q: 3 clusters Score -1653997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1654012.125000 Penalty: 4713.789062
	Iteration 36Q: 3 clusters Score -1654012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1654028.875000 Penalty: 4713.789062
	Iteration 37Q: 3 clusters Score -1654029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1654032.375000 Penalty: 4713.789062
	Iteration 38Q: 3 clusters Score -1654032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1654041.000000 Penalty: 4713.789062
	Iteration 39Q: 3 clusters Score -1654041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1654052.000000 Penalty: 4713.789062
	Iteration 40F: 3 clusters Score -1654052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1654055.250000 Penalty: 4713.789062
	Iteration 41Q: 3 clusters Score -1654055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1654063.125000 Penalty: 4713.789062
	Iteration 42Q: 3 clusters Score -1654063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1654067.625000 Penalty: 4713.789062
	Iteration 43Q: 3 clusters Score -1654068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1654074.250000 Penalty: 4713.789062
	Iteration 44Q: 3 clusters Score -1654074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1654084.625000 Penalty: 4713.789062
	Iteration 45Q: 3 clusters Score -1654085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1654089.375000 Penalty: 4713.789062
	Iteration 46Q: 3 clusters Score -1654089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1654108.625000 Penalty: 4713.789062
	Iteration 47Q: 3 clusters Score -1654109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1654112.750000 Penalty: 4713.789062
	Iteration 48Q: 3 clusters Score -1654113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1654118.250000 Penalty: 4713.789062
	Iteration 49Q: 3 clusters Score -1654118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1654128.250000 Penalty: 4713.789062
	Iteration 50Q: 3 clusters Score -1654128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1654144.000000 Penalty: 4713.789062
	Iteration 51Q: 3 clusters Score -1654144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1654163.125000 Penalty: 4713.789062
	Iteration 52Q: 3 clusters Score -1654163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1654178.875000 Penalty: 4713.789062
	Iteration 53Q: 3 clusters Score -1654179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1654188.000000 Penalty: 4713.789062
	Iteration 54Q: 3 clusters Score -1654188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1654200.375000 Penalty: 4713.789062
	Iteration 55Q: 3 clusters Score -1654200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1654206.875000 Penalty: 4713.789062
	Iteration 56Q: 3 clusters Score -1654207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1654209.750000 Penalty: 4713.789062
	Iteration 57Q: 3 clusters Score -1654210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1654214.750000 Penalty: 4713.789062
	Iteration 58Q: 3 clusters Score -1654215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1654220.875000 Penalty: 4713.789062
	Iteration 59Q: 3 clusters Score -1654221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1654222.875000 Penalty: 4713.789062
	Iteration 60F: 3 clusters Score -1654223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1654229.375000 Penalty: 4713.789062
	Iteration 61Q: 3 clusters Score -1654229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1654229.750000 Penalty: 4713.789062
	Iteration 62Q: 3 clusters Score -1654230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1654228.875000 Penalty: 4713.789062
	Iteration 63Q: 3 clusters Score -1654229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1654233.000000 Penalty: 4713.789062
	Iteration 64Q: 3 clusters Score -1654233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1654233.500000 Penalty: 4713.789062
	Iteration 65Q: 3 clusters Score -1654234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1654237.000000 Penalty: 4713.789062
	Iteration 66Q: 3 clusters Score -1654237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1654237.375000 Penalty: 4713.789062
	Iteration 67Q: 3 clusters Score -1654237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1654243.250000 Penalty: 4713.789062
	Iteration 68Q: 3 clusters Score -1654243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1654246.125000 Penalty: 4713.789062
	Iteration 69Q: 3 clusters Score -1654246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1654246.000000 Penalty: 4713.789062
	Iteration 70Q: 3 clusters Score -1654246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1654247.625000 Penalty: 4713.789062
	Iteration 71Q: 3 clusters Score -1654248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1654244.625000 Penalty: 4713.789062
	Iteration 72Q: 3 clusters Score -1654245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1654248.125000 Penalty: 4713.789062
	Iteration 73Q: 3 clusters Score -1654248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1654249.875000 Penalty: 4713.789062
	Iteration 74Q: 3 clusters Score -1654250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1654249.875000 Penalty: 4713.789062
	Iteration 75F: 3 clusters Score -1654250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -670138.937500 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -670138.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -665290.937500 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -665290.9 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -666548.750000 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -666548.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -666772.750000 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -666772.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -666923.875000 Penalty: 4278.163574
	Iteration 3Q: 3 clusters Score -666923.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -667043.812500 Penalty: 4278.163574
	Iteration 4Q: 3 clusters Score -667043.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -667144.500000 Penalty: 4278.163574
	Iteration 5Q: 3 clusters Score -667144.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -667235.312500 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -667235.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -667314.562500 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -667314.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -667400.437500 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -667400.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -667495.500000 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -667495.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -667602.687500 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -667602.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -667714.437500 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -667714.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -667815.812500 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -667815.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -667907.750000 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -667907.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -668007.875000 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -668007.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -668095.875000 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -668095.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -668152.750000 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -668152.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -668206.375000 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -668206.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -668256.500000 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -668256.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -668294.625000 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -668294.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -668330.250000 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -668330.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -668353.562500 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -668353.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -668369.125000 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -668369.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -668378.062500 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -668378.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -668383.625000 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -668383.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -668391.500000 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -668391.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -668397.875000 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -668397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -668407.750000 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -668407.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -668416.312500 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -668416.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -668424.375000 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -668424.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -668428.812500 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -668428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -668436.000000 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -668436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -668438.000000 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -668438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -668440.812500 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -668440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -668441.187500 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -668441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -668443.250000 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -668443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -668444.437500 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -668444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -668446.125000 Penalty: 4278.163574
	Iteration 37Q: 3 clusters Score -668446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -668447.312500 Penalty: 4278.163574
	Iteration 38Q: 3 clusters Score -668447.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -668449.437500 Penalty: 4278.163574
	Iteration 39Q: 3 clusters Score -668449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -668449.375000 Penalty: 4278.163574
	Iteration 40F: 3 clusters Score -668449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -668452.125000 Penalty: 4278.163574
	Iteration 41Q: 3 clusters Score -668452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -668454.187500 Penalty: 4278.163574
	Iteration 42Q: 3 clusters Score -668454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -668455.000000 Penalty: 4278.163574
	Iteration 43Q: 3 clusters Score -668455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -668455.000000 Penalty: 4278.163574
	Iteration 44F: 3 clusters Score -668455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -156243.609375 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -156243.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -154162.312500 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -154162.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -154885.109375 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -154885.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -155197.875000 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -155197.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -155348.171875 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -155348.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -155434.031250 Penalty: 3580.215820
	Iteration 4Q: 3 clusters Score -155434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -155489.656250 Penalty: 3580.215820
	Iteration 5Q: 3 clusters Score -155489.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -155560.687500 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -155560.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -155616.906250 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -155616.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -155681.250000 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -155681.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -155724.515625 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -155724.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -155775.515625 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -155775.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -155859.296875 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -155859.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -155967.187500 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -155967.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156141.015625 Penalty: 3580.215820
	Iteration 13Q: 3 clusters Score -156141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -156328.906250 Penalty: 3580.215820
	Iteration 14Q: 3 clusters Score -156328.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -156465.625000 Penalty: 3580.215820
	Iteration 15Q: 3 clusters Score -156465.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -156621.296875 Penalty: 3580.215820
	Iteration 16Q: 3 clusters Score -156621.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -156773.281250 Penalty: 3580.215820
	Iteration 17Q: 3 clusters Score -156773.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156852.781250 Penalty: 3580.215820
	Iteration 18Q: 3 clusters Score -156852.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -156899.937500 Penalty: 3580.215820
	Iteration 19Q: 3 clusters Score -156899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -156958.687500 Penalty: 3580.215820
	Iteration 20F: 3 clusters Score -156958.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -156993.625000 Penalty: 3580.215820
	Iteration 21Q: 3 clusters Score -156993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -156997.671875 Penalty: 3580.215820
	Iteration 22Q: 3 clusters Score -156997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -157009.140625 Penalty: 3580.215820
	Iteration 23Q: 3 clusters Score -157009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -157022.203125 Penalty: 3580.215820
	Iteration 24Q: 3 clusters Score -157022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -157054.484375 Penalty: 3580.215820
	Iteration 25Q: 3 clusters Score -157054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157104.234375 Penalty: 3580.215820
	Iteration 26Q: 3 clusters Score -157104.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -157219.515625 Penalty: 3580.215820
	Iteration 27Q: 3 clusters Score -157219.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -157371.765625 Penalty: 3580.215820
	Iteration 28Q: 3 clusters Score -157371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -157662.718750 Penalty: 3580.215820
	Iteration 29Q: 3 clusters Score -157662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -157671.171875 Penalty: 3580.215820
	Iteration 30Q: 3 clusters Score -157671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -157671.171875 Penalty: 3580.215820
	Iteration 31F: 3 clusters Score -157671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2970 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 13408 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 9201 members 
Mstep: Class 8 contains 12893 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 42647 members 
Mstep: Class 16 contains 146273 members 
Mstep: Class 17 contains 20207 members 
Mstep: Class 18 contains 5355 members 
Mstep: Class 19 contains 21501 members 
Mstep: Class 20 contains 21626 members 
Mstep: Class 21 contains 526 members 
Entering Unmasked Estep 
Score: -42893756.000000 Penalty: 66272.132812
Splitting cluster 6 changes total score from -42893708.000000 to -42893756.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (9201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Entering Unmasked Estep 
Score: -1201648.750000 Penalty: 2263.512695
	Iteration 0F: 2 clusters Score -1201649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1194414.750000 Penalty: 4527.025391
	Iteration 0F: 3 clusters Score -1194415 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1196501.125000 Penalty: 4527.025391
	Iteration 1F: 3 clusters Score -1196501 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1196762.750000 Penalty: 4527.025391
	Iteration 2F: 3 clusters Score -1196763 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1196960.125000 Penalty: 4527.025391
	Iteration 3F: 3 clusters Score -1196960 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1197128.625000 Penalty: 4527.025391
	Iteration 4Q: 3 clusters Score -1197129 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1197316.875000 Penalty: 4527.025391
	Iteration 5Q: 3 clusters Score -1197317 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1197517.875000 Penalty: 4527.025391
	Iteration 6Q: 3 clusters Score -1197518 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1197718.750000 Penalty: 4527.025391
	Iteration 7Q: 3 clusters Score -1197719 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1197906.625000 Penalty: 4527.025391
	Iteration 8Q: 3 clusters Score -1197907 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1198065.500000 Penalty: 4527.025391
	Iteration 9Q: 3 clusters Score -1198066 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1198193.000000 Penalty: 4527.025391
	Iteration 10Q: 3 clusters Score -1198193 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1198316.375000 Penalty: 4527.025391
	Iteration 11Q: 3 clusters Score -1198316 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1198442.500000 Penalty: 4527.025391
	Iteration 12Q: 3 clusters Score -1198442 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1198564.750000 Penalty: 4527.025391
	Iteration 13Q: 3 clusters Score -1198565 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1198683.625000 Penalty: 4527.025391
	Iteration 14Q: 3 clusters Score -1198684 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1198796.125000 Penalty: 4527.025391
	Iteration 15Q: 3 clusters Score -1198796 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1198913.375000 Penalty: 4527.025391
	Iteration 16Q: 3 clusters Score -1198913 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1199002.250000 Penalty: 4527.025391
	Iteration 17Q: 3 clusters Score -1199002 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1199087.375000 Penalty: 4527.025391
	Iteration 18Q: 3 clusters Score -1199087 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1199169.000000 Penalty: 4527.025391
	Iteration 19Q: 3 clusters Score -1199169 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1199227.000000 Penalty: 4527.025391
	Iteration 20F: 3 clusters Score -1199227 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1199281.000000 Penalty: 4527.025391
	Iteration 21Q: 3 clusters Score -1199281 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1199336.625000 Penalty: 4527.025391
	Iteration 22Q: 3 clusters Score -1199337 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1199400.000000 Penalty: 4527.025391
	Iteration 23Q: 3 clusters Score -1199400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1199458.375000 Penalty: 4527.025391
	Iteration 24Q: 3 clusters Score -1199458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1199509.750000 Penalty: 4527.025391
	Iteration 25Q: 3 clusters Score -1199510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1199550.375000 Penalty: 4527.025391
	Iteration 26Q: 3 clusters Score -1199550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1199585.500000 Penalty: 4527.025391
	Iteration 27Q: 3 clusters Score -1199586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1199614.000000 Penalty: 4527.025391
	Iteration 28Q: 3 clusters Score -1199614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1199635.375000 Penalty: 4527.025391
	Iteration 29Q: 3 clusters Score -1199635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1199653.250000 Penalty: 4527.025391
	Iteration 30Q: 3 clusters Score -1199653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1199664.875000 Penalty: 4527.025391
	Iteration 31Q: 3 clusters Score -1199665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1199679.125000 Penalty: 4527.025391
	Iteration 32Q: 3 clusters Score -1199679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1199681.500000 Penalty: 4527.025391
	Iteration 33Q: 3 clusters Score -1199682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1199689.000000 Penalty: 4527.025391
	Iteration 34Q: 3 clusters Score -1199689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1199698.625000 Penalty: 4527.025391
	Iteration 35Q: 3 clusters Score -1199699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1199709.875000 Penalty: 4527.025391
	Iteration 36Q: 3 clusters Score -1199710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1199720.375000 Penalty: 4527.025391
	Iteration 37Q: 3 clusters Score -1199720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1199731.625000 Penalty: 4527.025391
	Iteration 38Q: 3 clusters Score -1199732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1199738.375000 Penalty: 4527.025391
	Iteration 39Q: 3 clusters Score -1199738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1199746.625000 Penalty: 4527.025391
	Iteration 40F: 3 clusters Score -1199747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1199749.875000 Penalty: 4527.025391
	Iteration 41Q: 3 clusters Score -1199750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1199757.375000 Penalty: 4527.025391
	Iteration 42Q: 3 clusters Score -1199757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1199760.875000 Penalty: 4527.025391
	Iteration 43Q: 3 clusters Score -1199761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1199764.875000 Penalty: 4527.025391
	Iteration 44Q: 3 clusters Score -1199765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1199766.875000 Penalty: 4527.025391
	Iteration 45Q: 3 clusters Score -1199767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1199766.875000 Penalty: 4527.025391
	Iteration 46F: 3 clusters Score -1199767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Entering Unmasked Estep 
Score: -1699889.875000 Penalty: 2347.180908
	Iteration 0F: 2 clusters Score -1699890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1690349.750000 Penalty: 4694.361816
	Iteration 0F: 3 clusters Score -1690350 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1693329.125000 Penalty: 4694.361816
	Iteration 1F: 3 clusters Score -1693329 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1693637.000000 Penalty: 4694.361816
	Iteration 2F: 3 clusters Score -1693637 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1693860.750000 Penalty: 4694.361816
	Iteration 3Q: 3 clusters Score -1693861 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1694052.500000 Penalty: 4694.361816
	Iteration 4Q: 3 clusters Score -1694052 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1694229.750000 Penalty: 4694.361816
	Iteration 5Q: 3 clusters Score -1694230 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1694428.000000 Penalty: 4694.361816
	Iteration 6Q: 3 clusters Score -1694428 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1694629.125000 Penalty: 4694.361816
	Iteration 7Q: 3 clusters Score -1694629 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1694842.750000 Penalty: 4694.361816
	Iteration 8Q: 3 clusters Score -1694843 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1695074.000000 Penalty: 4694.361816
	Iteration 9Q: 3 clusters Score -1695074 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1695301.375000 Penalty: 4694.361816
	Iteration 10Q: 3 clusters Score -1695301 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1695505.875000 Penalty: 4694.361816
	Iteration 11Q: 3 clusters Score -1695506 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1695683.000000 Penalty: 4694.361816
	Iteration 12Q: 3 clusters Score -1695683 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1695848.125000 Penalty: 4694.361816
	Iteration 13Q: 3 clusters Score -1695848 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1696004.250000 Penalty: 4694.361816
	Iteration 14Q: 3 clusters Score -1696004 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1696153.625000 Penalty: 4694.361816
	Iteration 15Q: 3 clusters Score -1696154 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1696269.625000 Penalty: 4694.361816
	Iteration 16Q: 3 clusters Score -1696270 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1696361.750000 Penalty: 4694.361816
	Iteration 17Q: 3 clusters Score -1696362 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1696448.250000 Penalty: 4694.361816
	Iteration 18Q: 3 clusters Score -1696448 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1696527.875000 Penalty: 4694.361816
	Iteration 19Q: 3 clusters Score -1696528 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1696591.250000 Penalty: 4694.361816
	Iteration 20F: 3 clusters Score -1696591 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1696666.125000 Penalty: 4694.361816
	Iteration 21Q: 3 clusters Score -1696666 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1696738.500000 Penalty: 4694.361816
	Iteration 22Q: 3 clusters Score -1696738 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1696801.250000 Penalty: 4694.361816
	Iteration 23Q: 3 clusters Score -1696801 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1696861.125000 Penalty: 4694.361816
	Iteration 24Q: 3 clusters Score -1696861 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1696927.000000 Penalty: 4694.361816
	Iteration 25Q: 3 clusters Score -1696927 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1696978.750000 Penalty: 4694.361816
	Iteration 26Q: 3 clusters Score -1696979 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1697018.500000 Penalty: 4694.361816
	Iteration 27Q: 3 clusters Score -1697018 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1697060.000000 Penalty: 4694.361816
	Iteration 28Q: 3 clusters Score -1697060 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1697104.125000 Penalty: 4694.361816
	Iteration 29Q: 3 clusters Score -1697104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1697134.375000 Penalty: 4694.361816
	Iteration 30Q: 3 clusters Score -1697134 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1697180.875000 Penalty: 4694.361816
	Iteration 31Q: 3 clusters Score -1697181 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1697214.250000 Penalty: 4694.361816
	Iteration 32Q: 3 clusters Score -1697214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1697245.000000 Penalty: 4694.361816
	Iteration 33Q: 3 clusters Score -1697245 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1697280.875000 Penalty: 4694.361816
	Iteration 34Q: 3 clusters Score -1697281 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1697309.125000 Penalty: 4694.361816
	Iteration 35Q: 3 clusters Score -1697309 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1697332.125000 Penalty: 4694.361816
	Iteration 36Q: 3 clusters Score -1697332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1697353.375000 Penalty: 4694.361816
	Iteration 37Q: 3 clusters Score -1697353 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1697379.250000 Penalty: 4694.361816
	Iteration 38Q: 3 clusters Score -1697379 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1697402.750000 Penalty: 4694.361816
	Iteration 39Q: 3 clusters Score -1697403 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1697424.000000 Penalty: 4694.361816
	Iteration 40F: 3 clusters Score -1697424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1697451.625000 Penalty: 4694.361816
	Iteration 41Q: 3 clusters Score -1697452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1697473.750000 Penalty: 4694.361816
	Iteration 42Q: 3 clusters Score -1697474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1697491.250000 Penalty: 4694.361816
	Iteration 43Q: 3 clusters Score -1697491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1697516.500000 Penalty: 4694.361816
	Iteration 44Q: 3 clusters Score -1697516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1697527.625000 Penalty: 4694.361816
	Iteration 45Q: 3 clusters Score -1697528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1697551.625000 Penalty: 4694.361816
	Iteration 46Q: 3 clusters Score -1697552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1697564.875000 Penalty: 4694.361816
	Iteration 47Q: 3 clusters Score -1697565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1697584.625000 Penalty: 4694.361816
	Iteration 48Q: 3 clusters Score -1697585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1697596.250000 Penalty: 4694.361816
	Iteration 49Q: 3 clusters Score -1697596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1697618.000000 Penalty: 4694.361816
	Iteration 50Q: 3 clusters Score -1697618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1697631.375000 Penalty: 4694.361816
	Iteration 51Q: 3 clusters Score -1697631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1697643.750000 Penalty: 4694.361816
	Iteration 52Q: 3 clusters Score -1697644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1697654.250000 Penalty: 4694.361816
	Iteration 53Q: 3 clusters Score -1697654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1697670.125000 Penalty: 4694.361816
	Iteration 54Q: 3 clusters Score -1697670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1697685.750000 Penalty: 4694.361816
	Iteration 55Q: 3 clusters Score -1697686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1697702.750000 Penalty: 4694.361816
	Iteration 56Q: 3 clusters Score -1697703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1697720.500000 Penalty: 4694.361816
	Iteration 57Q: 3 clusters Score -1697720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1697733.375000 Penalty: 4694.361816
	Iteration 58Q: 3 clusters Score -1697733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1697748.000000 Penalty: 4694.361816
	Iteration 59Q: 3 clusters Score -1697748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1697758.625000 Penalty: 4694.361816
	Iteration 60F: 3 clusters Score -1697759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1697762.500000 Penalty: 4694.361816
	Iteration 61Q: 3 clusters Score -1697762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1697771.625000 Penalty: 4694.361816
	Iteration 62Q: 3 clusters Score -1697772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1697781.125000 Penalty: 4694.361816
	Iteration 63Q: 3 clusters Score -1697781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1697794.750000 Penalty: 4694.361816
	Iteration 64Q: 3 clusters Score -1697795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1697805.625000 Penalty: 4694.361816
	Iteration 65Q: 3 clusters Score -1697806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1697815.375000 Penalty: 4694.361816
	Iteration 66Q: 3 clusters Score -1697815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1697822.750000 Penalty: 4694.361816
	Iteration 67Q: 3 clusters Score -1697823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1697830.625000 Penalty: 4694.361816
	Iteration 68Q: 3 clusters Score -1697831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1697842.125000 Penalty: 4694.361816
	Iteration 69Q: 3 clusters Score -1697842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1697847.875000 Penalty: 4694.361816
	Iteration 70Q: 3 clusters Score -1697848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1697858.000000 Penalty: 4694.361816
	Iteration 71Q: 3 clusters Score -1697858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1697862.125000 Penalty: 4694.361816
	Iteration 72Q: 3 clusters Score -1697862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1697867.375000 Penalty: 4694.361816
	Iteration 73Q: 3 clusters Score -1697867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1697870.500000 Penalty: 4694.361816
	Iteration 74Q: 3 clusters Score -1697870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1697873.125000 Penalty: 4694.361816
	Iteration 75Q: 3 clusters Score -1697873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1697877.625000 Penalty: 4694.361816
	Iteration 76Q: 3 clusters Score -1697878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1697879.625000 Penalty: 4694.361816
	Iteration 77Q: 3 clusters Score -1697880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1697885.750000 Penalty: 4694.361816
	Iteration 78Q: 3 clusters Score -1697886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1697888.625000 Penalty: 4694.361816
	Iteration 79Q: 3 clusters Score -1697889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1697891.375000 Penalty: 4694.361816
	Iteration 80F: 3 clusters Score -1697891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1697893.000000 Penalty: 4694.361816
	Iteration 81Q: 3 clusters Score -1697893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1697896.000000 Penalty: 4694.361816
	Iteration 82Q: 3 clusters Score -1697896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1697896.125000 Penalty: 4694.361816
	Iteration 83Q: 3 clusters Score -1697896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1697896.125000 Penalty: 4694.361816
	Iteration 84F: 3 clusters Score -1697896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -480886.531250 Penalty: 2042.106323
	Iteration 0F: 2 clusters Score -480886.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -477169.000000 Penalty: 4084.212646
	Iteration 0F: 3 clusters Score -477169 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -478020.312500 Penalty: 4084.212646
	Iteration 1F: 3 clusters Score -478020.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -478236.500000 Penalty: 4084.212646
	Iteration 2F: 3 clusters Score -478236.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -478368.031250 Penalty: 4084.212646
	Iteration 3Q: 3 clusters Score -478368 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -478463.000000 Penalty: 4084.212646
	Iteration 4Q: 3 clusters Score -478463 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -478533.593750 Penalty: 4084.212646
	Iteration 5Q: 3 clusters Score -478533.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -478611.906250 Penalty: 4084.212646
	Iteration 6Q: 3 clusters Score -478611.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -478671.562500 Penalty: 4084.212646
	Iteration 7Q: 3 clusters Score -478671.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -478722.500000 Penalty: 4084.212646
	Iteration 8Q: 3 clusters Score -478722.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -478765.593750 Penalty: 4084.212646
	Iteration 9Q: 3 clusters Score -478765.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -478811.218750 Penalty: 4084.212646
	Iteration 10Q: 3 clusters Score -478811.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -478850.062500 Penalty: 4084.212646
	Iteration 11Q: 3 clusters Score -478850.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -478891.093750 Penalty: 4084.212646
	Iteration 12Q: 3 clusters Score -478891.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -478952.656250 Penalty: 4084.212646
	Iteration 13Q: 3 clusters Score -478952.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -479013.062500 Penalty: 4084.212646
	Iteration 14Q: 3 clusters Score -479013.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -479068.250000 Penalty: 4084.212646
	Iteration 15Q: 3 clusters Score -479068.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -479114.562500 Penalty: 4084.212646
	Iteration 16Q: 3 clusters Score -479114.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -479165.187500 Penalty: 4084.212646
	Iteration 17Q: 3 clusters Score -479165.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -479201.343750 Penalty: 4084.212646
	Iteration 18Q: 3 clusters Score -479201.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -479230.375000 Penalty: 4084.212646
	Iteration 19Q: 3 clusters Score -479230.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -479251.281250 Penalty: 4084.212646
	Iteration 20F: 3 clusters Score -479251.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -479275.218750 Penalty: 4084.212646
	Iteration 21Q: 3 clusters Score -479275.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -479295.593750 Penalty: 4084.212646
	Iteration 22Q: 3 clusters Score -479295.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -479307.437500 Penalty: 4084.212646
	Iteration 23Q: 3 clusters Score -479307.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -479315.093750 Penalty: 4084.212646
	Iteration 24Q: 3 clusters Score -479315.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -479322.406250 Penalty: 4084.212646
	Iteration 25Q: 3 clusters Score -479322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -479329.375000 Penalty: 4084.212646
	Iteration 26Q: 3 clusters Score -479329.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -479336.250000 Penalty: 4084.212646
	Iteration 27Q: 3 clusters Score -479336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -479342.968750 Penalty: 4084.212646
	Iteration 28Q: 3 clusters Score -479343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -479344.656250 Penalty: 4084.212646
	Iteration 29Q: 3 clusters Score -479344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -479351.093750 Penalty: 4084.212646
	Iteration 30Q: 3 clusters Score -479351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -479353.937500 Penalty: 4084.212646
	Iteration 31Q: 3 clusters Score -479353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -479383.156250 Penalty: 4084.212646
	Iteration 32Q: 3 clusters Score -479383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -479425.531250 Penalty: 4084.212646
	Iteration 33Q: 3 clusters Score -479425.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -479441.218750 Penalty: 4084.212646
	Iteration 34Q: 3 clusters Score -479441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -479450.875000 Penalty: 4084.212646
	Iteration 35Q: 3 clusters Score -479450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -479455.375000 Penalty: 4084.212646
	Iteration 36Q: 3 clusters Score -479455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -479458.125000 Penalty: 4084.212646
	Iteration 37Q: 3 clusters Score -479458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -479458.843750 Penalty: 4084.212646
	Iteration 38Q: 3 clusters Score -479458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -479459.437500 Penalty: 4084.212646
	Iteration 39Q: 3 clusters Score -479459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -479460.625000 Penalty: 4084.212646
	Iteration 40F: 3 clusters Score -479460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -479460.687500 Penalty: 4084.212646
	Iteration 41Q: 3 clusters Score -479460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -479461.687500 Penalty: 4084.212646
	Iteration 42Q: 3 clusters Score -479461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -479462.156250 Penalty: 4084.212646
	Iteration 43Q: 3 clusters Score -479462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -479462.937500 Penalty: 4084.212646
	Iteration 44Q: 3 clusters Score -479462.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -479462.937500 Penalty: 4084.212646
	Iteration 45F: 3 clusters Score -479462.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -936993.812500 Penalty: 2204.206299
	Iteration 0F: 2 clusters Score -936993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -931050.750000 Penalty: 4408.412598
	Iteration 0F: 3 clusters Score -931050.8 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -932583.312500 Penalty: 4408.412598
	Iteration 1F: 3 clusters Score -932583.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -932872.250000 Penalty: 4408.412598
	Iteration 2F: 3 clusters Score -932872.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -933129.625000 Penalty: 4408.412598
	Iteration 3F: 3 clusters Score -933129.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -933442.125000 Penalty: 4408.412598
	Iteration 4F: 3 clusters Score -933442.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -933838.312500 Penalty: 4408.412598
	Iteration 5F: 3 clusters Score -933838.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -934231.312500 Penalty: 4408.412598
	Iteration 6F: 3 clusters Score -934231.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -934616.000000 Penalty: 4408.412598
	Iteration 7F: 3 clusters Score -934616 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -934886.875000 Penalty: 4408.412598
	Iteration 8Q: 3 clusters Score -934886.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -935059.937500 Penalty: 4408.412598
	Iteration 9Q: 3 clusters Score -935059.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -935160.375000 Penalty: 4408.412598
	Iteration 10Q: 3 clusters Score -935160.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -935216.750000 Penalty: 4408.412598
	Iteration 11Q: 3 clusters Score -935216.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -935254.812500 Penalty: 4408.412598
	Iteration 12Q: 3 clusters Score -935254.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -935289.687500 Penalty: 4408.412598
	Iteration 13Q: 3 clusters Score -935289.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -935309.437500 Penalty: 4408.412598
	Iteration 14Q: 3 clusters Score -935309.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -935327.875000 Penalty: 4408.412598
	Iteration 15Q: 3 clusters Score -935327.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -935337.500000 Penalty: 4408.412598
	Iteration 16Q: 3 clusters Score -935337.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -935346.750000 Penalty: 4408.412598
	Iteration 17Q: 3 clusters Score -935346.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -935357.875000 Penalty: 4408.412598
	Iteration 18Q: 3 clusters Score -935357.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -935366.750000 Penalty: 4408.412598
	Iteration 19Q: 3 clusters Score -935366.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -935381.750000 Penalty: 4408.412598
	Iteration 20F: 3 clusters Score -935381.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -935380.937500 Penalty: 4408.412598
	Iteration 21Q: 3 clusters Score -935380.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -935388.062500 Penalty: 4408.412598
	Iteration 22Q: 3 clusters Score -935388.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -935391.562500 Penalty: 4408.412598
	Iteration 23Q: 3 clusters Score -935391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -935392.500000 Penalty: 4408.412598
	Iteration 24Q: 3 clusters Score -935392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -935393.187500 Penalty: 4408.412598
	Iteration 25Q: 3 clusters Score -935393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -935393.187500 Penalty: 4408.412598
	Iteration 26F: 3 clusters Score -935393.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -738583.875000 Penalty: 2157.065918
	Iteration 0F: 2 clusters Score -738583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -733421.375000 Penalty: 4314.131836
	Iteration 0F: 3 clusters Score -733421.4 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -734742.125000 Penalty: 4314.131836
	Iteration 1F: 3 clusters Score -734742.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -735065.750000 Penalty: 4314.131836
	Iteration 2F: 3 clusters Score -735065.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -735302.937500 Penalty: 4314.131836
	Iteration 3F: 3 clusters Score -735302.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -735468.812500 Penalty: 4314.131836
	Iteration 4Q: 3 clusters Score -735468.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -735598.250000 Penalty: 4314.131836
	Iteration 5Q: 3 clusters Score -735598.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -735701.625000 Penalty: 4314.131836
	Iteration 6Q: 3 clusters Score -735701.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -735805.187500 Penalty: 4314.131836
	Iteration 7Q: 3 clusters Score -735805.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -735907.562500 Penalty: 4314.131836
	Iteration 8Q: 3 clusters Score -735907.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -735998.937500 Penalty: 4314.131836
	Iteration 9Q: 3 clusters Score -735998.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -736083.125000 Penalty: 4314.131836
	Iteration 10Q: 3 clusters Score -736083.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -736175.437500 Penalty: 4314.131836
	Iteration 11Q: 3 clusters Score -736175.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -736260.437500 Penalty: 4314.131836
	Iteration 12Q: 3 clusters Score -736260.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -736328.625000 Penalty: 4314.131836
	Iteration 13Q: 3 clusters Score -736328.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -736387.000000 Penalty: 4314.131836
	Iteration 14Q: 3 clusters Score -736387 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -736428.625000 Penalty: 4314.131836
	Iteration 15Q: 3 clusters Score -736428.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -736462.562500 Penalty: 4314.131836
	Iteration 16Q: 3 clusters Score -736462.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -736489.937500 Penalty: 4314.131836
	Iteration 17Q: 3 clusters Score -736489.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -736524.125000 Penalty: 4314.131836
	Iteration 18Q: 3 clusters Score -736524.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -736546.125000 Penalty: 4314.131836
	Iteration 19Q: 3 clusters Score -736546.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -736568.375000 Penalty: 4314.131836
	Iteration 20F: 3 clusters Score -736568.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -736584.812500 Penalty: 4314.131836
	Iteration 21Q: 3 clusters Score -736584.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -736599.812500 Penalty: 4314.131836
	Iteration 22Q: 3 clusters Score -736599.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -736624.687500 Penalty: 4314.131836
	Iteration 23Q: 3 clusters Score -736624.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -736642.625000 Penalty: 4314.131836
	Iteration 24Q: 3 clusters Score -736642.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -736658.375000 Penalty: 4314.131836
	Iteration 25Q: 3 clusters Score -736658.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -736679.375000 Penalty: 4314.131836
	Iteration 26Q: 3 clusters Score -736679.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -736697.625000 Penalty: 4314.131836
	Iteration 27Q: 3 clusters Score -736697.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -736719.187500 Penalty: 4314.131836
	Iteration 28Q: 3 clusters Score -736719.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -736741.062500 Penalty: 4314.131836
	Iteration 29Q: 3 clusters Score -736741.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -736757.750000 Penalty: 4314.131836
	Iteration 30Q: 3 clusters Score -736757.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -736774.812500 Penalty: 4314.131836
	Iteration 31Q: 3 clusters Score -736774.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -736791.937500 Penalty: 4314.131836
	Iteration 32Q: 3 clusters Score -736791.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -736807.187500 Penalty: 4314.131836
	Iteration 33Q: 3 clusters Score -736807.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -736820.375000 Penalty: 4314.131836
	Iteration 34Q: 3 clusters Score -736820.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -736833.812500 Penalty: 4314.131836
	Iteration 35Q: 3 clusters Score -736833.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -736843.187500 Penalty: 4314.131836
	Iteration 36Q: 3 clusters Score -736843.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -736854.500000 Penalty: 4314.131836
	Iteration 37Q: 3 clusters Score -736854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -736863.000000 Penalty: 4314.131836
	Iteration 38Q: 3 clusters Score -736863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -736868.875000 Penalty: 4314.131836
	Iteration 39Q: 3 clusters Score -736868.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -736873.625000 Penalty: 4314.131836
	Iteration 40F: 3 clusters Score -736873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -736876.375000 Penalty: 4314.131836
	Iteration 41Q: 3 clusters Score -736876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -736881.375000 Penalty: 4314.131836
	Iteration 42Q: 3 clusters Score -736881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -736886.875000 Penalty: 4314.131836
	Iteration 43Q: 3 clusters Score -736886.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -736890.687500 Penalty: 4314.131836
	Iteration 44Q: 3 clusters Score -736890.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -736896.687500 Penalty: 4314.131836
	Iteration 45Q: 3 clusters Score -736896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -736901.437500 Penalty: 4314.131836
	Iteration 46Q: 3 clusters Score -736901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -736902.625000 Penalty: 4314.131836
	Iteration 47Q: 3 clusters Score -736902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -736904.437500 Penalty: 4314.131836
	Iteration 48Q: 3 clusters Score -736904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -736904.937500 Penalty: 4314.131836
	Iteration 49Q: 3 clusters Score -736904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -736906.750000 Penalty: 4314.131836
	Iteration 50Q: 3 clusters Score -736906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -736910.562500 Penalty: 4314.131836
	Iteration 51Q: 3 clusters Score -736910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -736911.937500 Penalty: 4314.131836
	Iteration 52Q: 3 clusters Score -736911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -736913.125000 Penalty: 4314.131836
	Iteration 53Q: 3 clusters Score -736913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -736913.312500 Penalty: 4314.131836
	Iteration 54Q: 3 clusters Score -736913.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -736916.250000 Penalty: 4314.131836
	Iteration 55Q: 3 clusters Score -736916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -736915.562500 Penalty: 4314.131836
	Iteration 56Q: 3 clusters Score -736915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -736920.312500 Penalty: 4314.131836
	Iteration 57Q: 3 clusters Score -736920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -736921.125000 Penalty: 4314.131836
	Iteration 58Q: 3 clusters Score -736921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -736922.687500 Penalty: 4314.131836
	Iteration 59Q: 3 clusters Score -736922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -736923.000000 Penalty: 4314.131836
	Iteration 60F: 3 clusters Score -736923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -736923.375000 Penalty: 4314.131836
	Iteration 61Q: 3 clusters Score -736923.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -736923.062500 Penalty: 4314.131836
	Iteration 62Q: 3 clusters Score -736923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -736924.687500 Penalty: 4314.131836
	Iteration 63Q: 3 clusters Score -736924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -736926.875000 Penalty: 4314.131836
	Iteration 64Q: 3 clusters Score -736926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -736928.687500 Penalty: 4314.131836
	Iteration 65Q: 3 clusters Score -736928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -736928.062500 Penalty: 4314.131836
	Iteration 66Q: 3 clusters Score -736928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -736929.125000 Penalty: 4314.131836
	Iteration 67Q: 3 clusters Score -736929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -736930.125000 Penalty: 4314.131836
	Iteration 68Q: 3 clusters Score -736930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -736930.125000 Penalty: 4314.131836
	Iteration 69F: 3 clusters Score -736930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -235799.031250 Penalty: 1859.032227
	Iteration 0F: 2 clusters Score -235799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -233252.140625 Penalty: 3718.064453
	Iteration 0F: 3 clusters Score -233252.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -233703.546875 Penalty: 3718.064453
	Iteration 1F: 3 clusters Score -233703.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -233824.625000 Penalty: 3718.064453
	Iteration 2F: 3 clusters Score -233824.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -233899.890625 Penalty: 3718.064453
	Iteration 3Q: 3 clusters Score -233899.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -233942.750000 Penalty: 3718.064453
	Iteration 4Q: 3 clusters Score -233942.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -233972.093750 Penalty: 3718.064453
	Iteration 5Q: 3 clusters Score -233972.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -233993.625000 Penalty: 3718.064453
	Iteration 6Q: 3 clusters Score -233993.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -234012.953125 Penalty: 3718.064453
	Iteration 7Q: 3 clusters Score -234013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -234021.187500 Penalty: 3718.064453
	Iteration 8Q: 3 clusters Score -234021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -234030.250000 Penalty: 3718.064453
	Iteration 9Q: 3 clusters Score -234030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -234036.484375 Penalty: 3718.064453
	Iteration 10Q: 3 clusters Score -234036.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -234043.781250 Penalty: 3718.064453
	Iteration 11Q: 3 clusters Score -234043.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -234050.531250 Penalty: 3718.064453
	Iteration 12Q: 3 clusters Score -234050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -234059.578125 Penalty: 3718.064453
	Iteration 13Q: 3 clusters Score -234059.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -234068.750000 Penalty: 3718.064453
	Iteration 14Q: 3 clusters Score -234068.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -234077.046875 Penalty: 3718.064453
	Iteration 15Q: 3 clusters Score -234077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -234083.250000 Penalty: 3718.064453
	Iteration 16Q: 3 clusters Score -234083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -234084.187500 Penalty: 3718.064453
	Iteration 17Q: 3 clusters Score -234084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -234085.171875 Penalty: 3718.064453
	Iteration 18Q: 3 clusters Score -234085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -234085.375000 Penalty: 3718.064453
	Iteration 19Q: 3 clusters Score -234085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -234086.062500 Penalty: 3718.064453
	Iteration 20F: 3 clusters Score -234086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -234086.171875 Penalty: 3718.064453
	Iteration 21Q: 3 clusters Score -234086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -234086.609375 Penalty: 3718.064453
	Iteration 22Q: 3 clusters Score -234086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -234086.609375 Penalty: 3718.064453
	Iteration 23F: 3 clusters Score -234086.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -140894.125000 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -140894.1 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 578 members 
Entering Unmasked Estep 
Score: -138909.718750 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -138909.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139294.593750 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -139294.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -139440.437500 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -139440.4 nChanged 54
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: -139547.937500 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -139547.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139609.843750 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -139609.8 nChanged 28
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: -139652.609375 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -139652.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139694.906250 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -139694.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139726.171875 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -139726.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139759.125000 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -139759.1 nChanged 27
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: -139807.625000 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -139807.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139877.937500 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -139877.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139973.203125 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -139973.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140102.718750 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -140102.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140264.578125 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -140264.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -140423.828125 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -140423.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140615.375000 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -140615.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140924.968750 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -140925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -141098.593750 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -141098.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -141325.265625 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -141325.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141679.703125 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -141679.7 nChanged 11
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: -141723.453125 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -141723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141735.875000 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -141735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -141739.218750 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -141739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -141739.218750 Penalty: 3506.657715
	Iteration 23F: 3 clusters Score -141739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2970 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 13408 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 9201 members 
Mstep: Class 8 contains 12893 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 42647 members 
Mstep: Class 16 contains 146273 members 
Mstep: Class 17 contains 20207 members 
Mstep: Class 18 contains 5355 members 
Mstep: Class 19 contains 21501 members 
Mstep: Class 20 contains 21626 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 499 members 
Entering Unmasked Estep 
Score: -42893208.000000 Penalty: 69427.945312
Splitting cluster 13 changes total score from -42893708.000000 to -42893208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Entering Unmasked Estep 
Score: -1274886.875000 Penalty: 2279.280762
	Iteration 0F: 2 clusters Score -1274887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1267293.750000 Penalty: 4558.561523
	Iteration 0F: 3 clusters Score -1267294 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1269556.375000 Penalty: 4558.561523
	Iteration 1F: 3 clusters Score -1269556 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1269882.250000 Penalty: 4558.561523
	Iteration 2F: 3 clusters Score -1269882 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1270144.625000 Penalty: 4558.561523
	Iteration 3F: 3 clusters Score -1270145 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1270416.500000 Penalty: 4558.561523
	Iteration 4Q: 3 clusters Score -1270416 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1270715.875000 Penalty: 4558.561523
	Iteration 5Q: 3 clusters Score -1270716 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1271067.125000 Penalty: 4558.561523
	Iteration 6F: 3 clusters Score -1271067 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1271393.250000 Penalty: 4558.561523
	Iteration 7Q: 3 clusters Score -1271393 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1271733.250000 Penalty: 4558.561523
	Iteration 8F: 3 clusters Score -1271733 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1272019.250000 Penalty: 4558.561523
	Iteration 9Q: 3 clusters Score -1272019 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1272221.750000 Penalty: 4558.561523
	Iteration 10Q: 3 clusters Score -1272222 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1272368.250000 Penalty: 4558.561523
	Iteration 11Q: 3 clusters Score -1272368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1272479.250000 Penalty: 4558.561523
	Iteration 12Q: 3 clusters Score -1272479 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1272572.500000 Penalty: 4558.561523
	Iteration 13Q: 3 clusters Score -1272572 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1272647.250000 Penalty: 4558.561523
	Iteration 14Q: 3 clusters Score -1272647 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1272702.125000 Penalty: 4558.561523
	Iteration 15Q: 3 clusters Score -1272702 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1272745.875000 Penalty: 4558.561523
	Iteration 16Q: 3 clusters Score -1272746 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1272779.500000 Penalty: 4558.561523
	Iteration 17Q: 3 clusters Score -1272780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1272802.375000 Penalty: 4558.561523
	Iteration 18Q: 3 clusters Score -1272802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1272825.500000 Penalty: 4558.561523
	Iteration 19Q: 3 clusters Score -1272826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1272854.375000 Penalty: 4558.561523
	Iteration 20F: 3 clusters Score -1272854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1272880.250000 Penalty: 4558.561523
	Iteration 21Q: 3 clusters Score -1272880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1272900.750000 Penalty: 4558.561523
	Iteration 22Q: 3 clusters Score -1272901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1272922.875000 Penalty: 4558.561523
	Iteration 23Q: 3 clusters Score -1272923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1272941.000000 Penalty: 4558.561523
	Iteration 24Q: 3 clusters Score -1272941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1272961.500000 Penalty: 4558.561523
	Iteration 25Q: 3 clusters Score -1272962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1272976.375000 Penalty: 4558.561523
	Iteration 26Q: 3 clusters Score -1272976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1272996.750000 Penalty: 4558.561523
	Iteration 27Q: 3 clusters Score -1272997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1273009.000000 Penalty: 4558.561523
	Iteration 28Q: 3 clusters Score -1273009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1273018.875000 Penalty: 4558.561523
	Iteration 29Q: 3 clusters Score -1273019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1273028.125000 Penalty: 4558.561523
	Iteration 30Q: 3 clusters Score -1273028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1273037.000000 Penalty: 4558.561523
	Iteration 31Q: 3 clusters Score -1273037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1273040.875000 Penalty: 4558.561523
	Iteration 32Q: 3 clusters Score -1273041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1273044.625000 Penalty: 4558.561523
	Iteration 33Q: 3 clusters Score -1273045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1273050.000000 Penalty: 4558.561523
	Iteration 34Q: 3 clusters Score -1273050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1273052.375000 Penalty: 4558.561523
	Iteration 35Q: 3 clusters Score -1273052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1273057.000000 Penalty: 4558.561523
	Iteration 36Q: 3 clusters Score -1273057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1273063.875000 Penalty: 4558.561523
	Iteration 37Q: 3 clusters Score -1273064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1273065.000000 Penalty: 4558.561523
	Iteration 38Q: 3 clusters Score -1273065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1273068.750000 Penalty: 4558.561523
	Iteration 39Q: 3 clusters Score -1273069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1273071.625000 Penalty: 4558.561523
	Iteration 40F: 3 clusters Score -1273072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1273080.500000 Penalty: 4558.561523
	Iteration 41Q: 3 clusters Score -1273080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1273096.375000 Penalty: 4558.561523
	Iteration 42Q: 3 clusters Score -1273096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1273104.875000 Penalty: 4558.561523
	Iteration 43Q: 3 clusters Score -1273105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1273116.875000 Penalty: 4558.561523
	Iteration 44Q: 3 clusters Score -1273117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1273129.125000 Penalty: 4558.561523
	Iteration 45Q: 3 clusters Score -1273129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1273138.000000 Penalty: 4558.561523
	Iteration 46Q: 3 clusters Score -1273138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1273152.000000 Penalty: 4558.561523
	Iteration 47Q: 3 clusters Score -1273152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1273158.125000 Penalty: 4558.561523
	Iteration 48Q: 3 clusters Score -1273158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1273164.250000 Penalty: 4558.561523
	Iteration 49Q: 3 clusters Score -1273164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1273166.625000 Penalty: 4558.561523
	Iteration 50Q: 3 clusters Score -1273167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1273169.000000 Penalty: 4558.561523
	Iteration 51Q: 3 clusters Score -1273169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1273170.625000 Penalty: 4558.561523
	Iteration 52Q: 3 clusters Score -1273171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1273174.625000 Penalty: 4558.561523
	Iteration 53Q: 3 clusters Score -1273175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1273177.625000 Penalty: 4558.561523
	Iteration 54Q: 3 clusters Score -1273178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1273180.125000 Penalty: 4558.561523
	Iteration 55Q: 3 clusters Score -1273180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1273182.250000 Penalty: 4558.561523
	Iteration 56Q: 3 clusters Score -1273182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1273184.750000 Penalty: 4558.561523
	Iteration 57Q: 3 clusters Score -1273185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1273186.125000 Penalty: 4558.561523
	Iteration 58Q: 3 clusters Score -1273186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1273186.000000 Penalty: 4558.561523
	Iteration 59Q: 3 clusters Score -1273186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1273186.750000 Penalty: 4558.561523
	Iteration 60F: 3 clusters Score -1273187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1273186.750000 Penalty: 4558.561523
	Iteration 61Q: 3 clusters Score -1273187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1273186.750000 Penalty: 4558.561523
	Iteration 62F: 3 clusters Score -1273187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Entering Unmasked Estep 
Score: -5553216.000000 Penalty: 2643.856689
	Iteration 0F: 2 clusters Score -5553216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5524373.000000 Penalty: 5287.713379
	Iteration 0F: 3 clusters Score -5524373 nChanged 19616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -5534957.000000 Penalty: 5287.713379
	Iteration 1F: 3 clusters Score -5534957 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -5535500.000000 Penalty: 5287.713379
	Iteration 2Q: 3 clusters Score -5535500 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5535955.000000 Penalty: 5287.713379
	Iteration 3Q: 3 clusters Score -5535955 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -5536435.000000 Penalty: 5287.713379
	Iteration 4Q: 3 clusters Score -5536435 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -5537098.500000 Penalty: 5287.713379
	Iteration 5Q: 3 clusters Score -5537098 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -5537900.000000 Penalty: 5287.713379
	Iteration 6Q: 3 clusters Score -5537900 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -5539110.000000 Penalty: 5287.713379
	Iteration 7F: 3 clusters Score -5539110 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -5540879.000000 Penalty: 5287.713379
	Iteration 8F: 3 clusters Score -5540879 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -5543185.000000 Penalty: 5287.713379
	Iteration 9F: 3 clusters Score -5543185 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -5545784.500000 Penalty: 5287.713379
	Iteration 10F: 3 clusters Score -5545784 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5547933.500000 Penalty: 5287.713379
	Iteration 11F: 3 clusters Score -5547934 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -5549361.500000 Penalty: 5287.713379
	Iteration 12Q: 3 clusters Score -5549362 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5550150.500000 Penalty: 5287.713379
	Iteration 13Q: 3 clusters Score -5550150 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5550515.500000 Penalty: 5287.713379
	Iteration 14Q: 3 clusters Score -5550516 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5550740.500000 Penalty: 5287.713379
	Iteration 15Q: 3 clusters Score -5550740 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5550856.500000 Penalty: 5287.713379
	Iteration 16Q: 3 clusters Score -5550856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5550919.500000 Penalty: 5287.713379
	Iteration 17Q: 3 clusters Score -5550920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5550968.500000 Penalty: 5287.713379
	Iteration 18Q: 3 clusters Score -5550968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5550996.500000 Penalty: 5287.713379
	Iteration 19Q: 3 clusters Score -5550996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5551018.500000 Penalty: 5287.713379
	Iteration 20F: 3 clusters Score -5551018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5551026.500000 Penalty: 5287.713379
	Iteration 21Q: 3 clusters Score -5551026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -5551036.000000 Penalty: 5287.713379
	Iteration 22Q: 3 clusters Score -5551036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5551044.500000 Penalty: 5287.713379
	Iteration 23Q: 3 clusters Score -5551044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -5551051.000000 Penalty: 5287.713379
	Iteration 24Q: 3 clusters Score -5551051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5551048.500000 Penalty: 5287.713379
	Iteration 25Q: 3 clusters Score -5551048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -5551057.500000 Penalty: 5287.713379
	Iteration 26Q: 3 clusters Score -5551058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5551066.500000 Penalty: 5287.713379
	Iteration 27Q: 3 clusters Score -5551066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -5551069.000000 Penalty: 5287.713379
	Iteration 28Q: 3 clusters Score -5551069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5551070.500000 Penalty: 5287.713379
	Iteration 29Q: 3 clusters Score -5551070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5551074.500000 Penalty: 5287.713379
	Iteration 30Q: 3 clusters Score -5551074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5551073.000000 Penalty: 5287.713379
	Iteration 31Q: 3 clusters Score -5551073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5551073.500000 Penalty: 5287.713379
	Iteration 32Q: 3 clusters Score -5551074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5551073.500000 Penalty: 5287.713379
	Iteration 33F: 3 clusters Score -5551074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (146273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146273 members 
Entering Unmasked Estep 
Score: -19181414.000000 Penalty: 2949.521240
	Iteration 0F: 2 clusters Score -1.918141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -19084698.000000 Penalty: 5899.042480
	Iteration 0F: 3 clusters Score -1.90847e+07 nChanged 69790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -19124668.000000 Penalty: 5899.042480
	Iteration 1F: 3 clusters Score -1.912467e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -19125750.000000 Penalty: 5899.042480
	Iteration 2Q: 3 clusters Score -1.912575e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -19127534.000000 Penalty: 5899.042480
	Iteration 3Q: 3 clusters Score -1.912753e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -19130468.000000 Penalty: 5899.042480
	Iteration 4Q: 3 clusters Score -1.913047e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -19134860.000000 Penalty: 5899.042480
	Iteration 5F: 3 clusters Score -1.913486e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -19140590.000000 Penalty: 5899.042480
	Iteration 6F: 3 clusters Score -1.914059e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98665 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -19147470.000000 Penalty: 5899.042480
	Iteration 7F: 3 clusters Score -1.914747e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -19154060.000000 Penalty: 5899.042480
	Iteration 8F: 3 clusters Score -1.915406e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -19159492.000000 Penalty: 5899.042480
	Iteration 9F: 3 clusters Score -1.915949e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -19163282.000000 Penalty: 5899.042480
	Iteration 10Q: 3 clusters Score -1.916328e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -19165704.000000 Penalty: 5899.042480
	Iteration 11Q: 3 clusters Score -1.91657e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118446 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -19167300.000000 Penalty: 5899.042480
	Iteration 12Q: 3 clusters Score -1.91673e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120969 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -19168532.000000 Penalty: 5899.042480
	Iteration 13Q: 3 clusters Score -1.916853e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123470 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -19169506.000000 Penalty: 5899.042480
	Iteration 14Q: 3 clusters Score -1.916951e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126029 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -19170592.000000 Penalty: 5899.042480
	Iteration 15Q: 3 clusters Score -1.917059e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128548 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -19171646.000000 Penalty: 5899.042480
	Iteration 16Q: 3 clusters Score -1.917165e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130931 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -19172662.000000 Penalty: 5899.042480
	Iteration 17Q: 3 clusters Score -1.917266e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133245 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -19173836.000000 Penalty: 5899.042480
	Iteration 18Q: 3 clusters Score -1.917384e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -19174714.000000 Penalty: 5899.042480
	Iteration 19Q: 3 clusters Score -1.917471e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137145 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -19175602.000000 Penalty: 5899.042480
	Iteration 20F: 3 clusters Score -1.91756e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138746 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -19176326.000000 Penalty: 5899.042480
	Iteration 21Q: 3 clusters Score -1.917633e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140068 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -19176896.000000 Penalty: 5899.042480
	Iteration 22Q: 3 clusters Score -1.91769e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141073 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -19177324.000000 Penalty: 5899.042480
	Iteration 23Q: 3 clusters Score -1.917732e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141858 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -19177708.000000 Penalty: 5899.042480
	Iteration 24Q: 3 clusters Score -1.917771e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -19177996.000000 Penalty: 5899.042480
	Iteration 25Q: 3 clusters Score -1.9178e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142934 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -19178256.000000 Penalty: 5899.042480
	Iteration 26Q: 3 clusters Score -1.917826e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143298 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -19178486.000000 Penalty: 5899.042480
	Iteration 27Q: 3 clusters Score -1.917849e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143576 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -19178636.000000 Penalty: 5899.042480
	Iteration 28Q: 3 clusters Score -1.917864e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143800 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -19178746.000000 Penalty: 5899.042480
	Iteration 29Q: 3 clusters Score -1.917875e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143974 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -19178852.000000 Penalty: 5899.042480
	Iteration 30Q: 3 clusters Score -1.917885e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144122 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -19178936.000000 Penalty: 5899.042480
	Iteration 31Q: 3 clusters Score -1.917894e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144236 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19178986.000000 Penalty: 5899.042480
	Iteration 32Q: 3 clusters Score -1.917899e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -19179024.000000 Penalty: 5899.042480
	Iteration 33Q: 3 clusters Score -1.917902e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144376 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -19179078.000000 Penalty: 5899.042480
	Iteration 34Q: 3 clusters Score -1.917908e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144419 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -19179070.000000 Penalty: 5899.042480
	Iteration 35Q: 3 clusters Score -1.917907e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144468 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -19179094.000000 Penalty: 5899.042480
	Iteration 36Q: 3 clusters Score -1.917909e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19179118.000000 Penalty: 5899.042480
	Iteration 37Q: 3 clusters Score -1.917912e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144533 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -19179116.000000 Penalty: 5899.042480
	Iteration 38Q: 3 clusters Score -1.917912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144560 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -19179114.000000 Penalty: 5899.042480
	Iteration 39Q: 3 clusters Score -1.917911e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19179132.000000 Penalty: 5899.042480
	Iteration 40F: 3 clusters Score -1.917913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144594 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19179128.000000 Penalty: 5899.042480
	Iteration 41Q: 3 clusters Score -1.917913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144617 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19179152.000000 Penalty: 5899.042480
	Iteration 42Q: 3 clusters Score -1.917915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144639 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -19179172.000000 Penalty: 5899.042480
	Iteration 43Q: 3 clusters Score -1.917917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144650 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19179176.000000 Penalty: 5899.042480
	Iteration 44Q: 3 clusters Score -1.917918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144665 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -19179170.000000 Penalty: 5899.042480
	Iteration 45Q: 3 clusters Score -1.917917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19179154.000000 Penalty: 5899.042480
	Iteration 46Q: 3 clusters Score -1.917915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144695 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -19179160.000000 Penalty: 5899.042480
	Iteration 47Q: 3 clusters Score -1.917916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -19179166.000000 Penalty: 5899.042480
	Iteration 48Q: 3 clusters Score -1.917917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144718 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19179190.000000 Penalty: 5899.042480
	Iteration 49Q: 3 clusters Score -1.917919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144727 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -19179176.000000 Penalty: 5899.042480
	Iteration 50Q: 3 clusters Score -1.917918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144732 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -19179178.000000 Penalty: 5899.042480
	Iteration 51Q: 3 clusters Score -1.917918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144742 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -19179178.000000 Penalty: 5899.042480
	Iteration 52Q: 3 clusters Score -1.917918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144744 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19179178.000000 Penalty: 5899.042480
	Iteration 53Q: 3 clusters Score -1.917918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19179162.000000 Penalty: 5899.042480
	Iteration 54Q: 3 clusters Score -1.917916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -19179168.000000 Penalty: 5899.042480
	Iteration 55Q: 3 clusters Score -1.917917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144757 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19179176.000000 Penalty: 5899.042480
	Iteration 56Q: 3 clusters Score -1.917918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19179184.000000 Penalty: 5899.042480
	Iteration 57Q: 3 clusters Score -1.917918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -19179188.000000 Penalty: 5899.042480
	Iteration 58Q: 3 clusters Score -1.917919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -19179186.000000 Penalty: 5899.042480
	Iteration 59Q: 3 clusters Score -1.917919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144773 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -19179188.000000 Penalty: 5899.042480
	Iteration 60F: 3 clusters Score -1.917919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -19179190.000000 Penalty: 5899.042480
	Iteration 61Q: 3 clusters Score -1.917919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144780 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19179184.000000 Penalty: 5899.042480
	Iteration 62Q: 3 clusters Score -1.917918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144782 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19179186.000000 Penalty: 5899.042480
	Iteration 63Q: 3 clusters Score -1.917919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144782 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19179188.000000 Penalty: 5899.042480
	Iteration 64Q: 3 clusters Score -1.917919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144783 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -19179198.000000 Penalty: 5899.042480
	Iteration 65Q: 3 clusters Score -1.91792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144783 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -19179198.000000 Penalty: 5899.042480
	Iteration 66F: 3 clusters Score -1.91792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -2643342.500000 Penalty: 2458.618408
	Iteration 0F: 2 clusters Score -2643342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2629242.750000 Penalty: 4917.236816
	Iteration 0F: 3 clusters Score -2629243 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2633805.750000 Penalty: 4917.236816
	Iteration 1F: 3 clusters Score -2633806 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2634188.500000 Penalty: 4917.236816
	Iteration 2F: 3 clusters Score -2634188 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2634495.250000 Penalty: 4917.236816
	Iteration 3Q: 3 clusters Score -2634495 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2634731.500000 Penalty: 4917.236816
	Iteration 4Q: 3 clusters Score -2634732 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2634999.250000 Penalty: 4917.236816
	Iteration 5Q: 3 clusters Score -2634999 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2635338.250000 Penalty: 4917.236816
	Iteration 6Q: 3 clusters Score -2635338 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2635835.250000 Penalty: 4917.236816
	Iteration 7Q: 3 clusters Score -2635835 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2636448.250000 Penalty: 4917.236816
	Iteration 8F: 3 clusters Score -2636448 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2637308.250000 Penalty: 4917.236816
	Iteration 9F: 3 clusters Score -2637308 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2638263.000000 Penalty: 4917.236816
	Iteration 10F: 3 clusters Score -2638263 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2639234.250000 Penalty: 4917.236816
	Iteration 11F: 3 clusters Score -2639234 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2639997.500000 Penalty: 4917.236816
	Iteration 12Q: 3 clusters Score -2639998 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2640467.500000 Penalty: 4917.236816
	Iteration 13Q: 3 clusters Score -2640468 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2640769.250000 Penalty: 4917.236816
	Iteration 14Q: 3 clusters Score -2640769 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2640918.500000 Penalty: 4917.236816
	Iteration 15Q: 3 clusters Score -2640918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2641035.250000 Penalty: 4917.236816
	Iteration 16Q: 3 clusters Score -2641035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2641099.500000 Penalty: 4917.236816
	Iteration 17Q: 3 clusters Score -2641100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2641123.500000 Penalty: 4917.236816
	Iteration 18Q: 3 clusters Score -2641124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2641131.250000 Penalty: 4917.236816
	Iteration 19Q: 3 clusters Score -2641131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2641149.000000 Penalty: 4917.236816
	Iteration 20F: 3 clusters Score -2641149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2641156.750000 Penalty: 4917.236816
	Iteration 21Q: 3 clusters Score -2641157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2641157.250000 Penalty: 4917.236816
	Iteration 22Q: 3 clusters Score -2641157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2641160.250000 Penalty: 4917.236816
	Iteration 23Q: 3 clusters Score -2641160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2641163.500000 Penalty: 4917.236816
	Iteration 24Q: 3 clusters Score -2641164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2641165.000000 Penalty: 4917.236816
	Iteration 25Q: 3 clusters Score -2641165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2641182.000000 Penalty: 4917.236816
	Iteration 26Q: 3 clusters Score -2641182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2641183.750000 Penalty: 4917.236816
	Iteration 27Q: 3 clusters Score -2641184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2641189.750000 Penalty: 4917.236816
	Iteration 28Q: 3 clusters Score -2641190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2641194.000000 Penalty: 4917.236816
	Iteration 29Q: 3 clusters Score -2641194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2641201.750000 Penalty: 4917.236816
	Iteration 30Q: 3 clusters Score -2641202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2641210.500000 Penalty: 4917.236816
	Iteration 31Q: 3 clusters Score -2641210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2641215.750000 Penalty: 4917.236816
	Iteration 32Q: 3 clusters Score -2641216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2641223.750000 Penalty: 4917.236816
	Iteration 33Q: 3 clusters Score -2641224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2641230.000000 Penalty: 4917.236816
	Iteration 34Q: 3 clusters Score -2641230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2641231.000000 Penalty: 4917.236816
	Iteration 35Q: 3 clusters Score -2641231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2641230.750000 Penalty: 4917.236816
	Iteration 36Q: 3 clusters Score -2641231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2641230.750000 Penalty: 4917.236816
	Iteration 37F: 3 clusters Score -2641231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -693655.937500 Penalty: 2129.274902
	Iteration 0F: 2 clusters Score -693655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -688888.000000 Penalty: 4258.549805
	Iteration 0F: 3 clusters Score -688888 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -690079.187500 Penalty: 4258.549805
	Iteration 1F: 3 clusters Score -690079.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -690312.750000 Penalty: 4258.549805
	Iteration 2F: 3 clusters Score -690312.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -690441.062500 Penalty: 4258.549805
	Iteration 3Q: 3 clusters Score -690441.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -690543.062500 Penalty: 4258.549805
	Iteration 4Q: 3 clusters Score -690543.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -690622.250000 Penalty: 4258.549805
	Iteration 5Q: 3 clusters Score -690622.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -690686.375000 Penalty: 4258.549805
	Iteration 6Q: 3 clusters Score -690686.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -690740.812500 Penalty: 4258.549805
	Iteration 7Q: 3 clusters Score -690740.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -690804.750000 Penalty: 4258.549805
	Iteration 8Q: 3 clusters Score -690804.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -690876.937500 Penalty: 4258.549805
	Iteration 9Q: 3 clusters Score -690876.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -690940.562500 Penalty: 4258.549805
	Iteration 10Q: 3 clusters Score -690940.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -690995.687500 Penalty: 4258.549805
	Iteration 11Q: 3 clusters Score -690995.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -691046.937500 Penalty: 4258.549805
	Iteration 12Q: 3 clusters Score -691046.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -691100.187500 Penalty: 4258.549805
	Iteration 13Q: 3 clusters Score -691100.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -691160.937500 Penalty: 4258.549805
	Iteration 14Q: 3 clusters Score -691160.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -691230.187500 Penalty: 4258.549805
	Iteration 15Q: 3 clusters Score -691230.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -691301.187500 Penalty: 4258.549805
	Iteration 16Q: 3 clusters Score -691301.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -691358.000000 Penalty: 4258.549805
	Iteration 17Q: 3 clusters Score -691358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -691419.875000 Penalty: 4258.549805
	Iteration 18Q: 3 clusters Score -691419.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -691479.250000 Penalty: 4258.549805
	Iteration 19Q: 3 clusters Score -691479.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -691536.062500 Penalty: 4258.549805
	Iteration 20F: 3 clusters Score -691536.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -691594.062500 Penalty: 4258.549805
	Iteration 21Q: 3 clusters Score -691594.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -691652.687500 Penalty: 4258.549805
	Iteration 22Q: 3 clusters Score -691652.7 nChanged 80
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: -691710.375000 Penalty: 4258.549805
	Iteration 23Q: 3 clusters Score -691710.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -691768.062500 Penalty: 4258.549805
	Iteration 24Q: 3 clusters Score -691768.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -691820.500000 Penalty: 4258.549805
	Iteration 25Q: 3 clusters Score -691820.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -691854.687500 Penalty: 4258.549805
	Iteration 26Q: 3 clusters Score -691854.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -691880.812500 Penalty: 4258.549805
	Iteration 27Q: 3 clusters Score -691880.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -691909.437500 Penalty: 4258.549805
	Iteration 28Q: 3 clusters Score -691909.4 nChanged 38
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: -691928.750000 Penalty: 4258.549805
	Iteration 29Q: 3 clusters Score -691928.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -691946.562500 Penalty: 4258.549805
	Iteration 30Q: 3 clusters Score -691946.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -691967.062500 Penalty: 4258.549805
	Iteration 31Q: 3 clusters Score -691967.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -691979.687500 Penalty: 4258.549805
	Iteration 32Q: 3 clusters Score -691979.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -691992.812500 Penalty: 4258.549805
	Iteration 33Q: 3 clusters Score -691992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -692007.812500 Penalty: 4258.549805
	Iteration 34Q: 3 clusters Score -692007.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -692018.875000 Penalty: 4258.549805
	Iteration 35Q: 3 clusters Score -692018.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -692027.312500 Penalty: 4258.549805
	Iteration 36Q: 3 clusters Score -692027.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -692034.812500 Penalty: 4258.549805
	Iteration 37Q: 3 clusters Score -692034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -692038.437500 Penalty: 4258.549805
	Iteration 38Q: 3 clusters Score -692038.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -692044.187500 Penalty: 4258.549805
	Iteration 39Q: 3 clusters Score -692044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -692051.187500 Penalty: 4258.549805
	Iteration 40F: 3 clusters Score -692051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -692054.000000 Penalty: 4258.549805
	Iteration 41Q: 3 clusters Score -692054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -692058.500000 Penalty: 4258.549805
	Iteration 42Q: 3 clusters Score -692058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -692056.875000 Penalty: 4258.549805
	Iteration 43Q: 3 clusters Score -692056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -692058.625000 Penalty: 4258.549805
	Iteration 44Q: 3 clusters Score -692058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -692061.937500 Penalty: 4258.549805
	Iteration 45Q: 3 clusters Score -692061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -692062.187500 Penalty: 4258.549805
	Iteration 46Q: 3 clusters Score -692062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -692062.562500 Penalty: 4258.549805
	Iteration 47Q: 3 clusters Score -692062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -692064.250000 Penalty: 4258.549805
	Iteration 48Q: 3 clusters Score -692064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -692064.500000 Penalty: 4258.549805
	Iteration 49Q: 3 clusters Score -692064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -692065.062500 Penalty: 4258.549805
	Iteration 50Q: 3 clusters Score -692065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -692065.312500 Penalty: 4258.549805
	Iteration 51Q: 3 clusters Score -692065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -692065.312500 Penalty: 4258.549805
	Iteration 52F: 3 clusters Score -692065.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Entering Unmasked Estep 
Score: -2775049.000000 Penalty: 2474.011963
	Iteration 0F: 2 clusters Score -2775049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2760021.250000 Penalty: 4948.023926
	Iteration 0F: 3 clusters Score -2760021 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2765111.250000 Penalty: 4948.023926
	Iteration 1F: 3 clusters Score -2765111 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2765501.000000 Penalty: 4948.023926
	Iteration 2F: 3 clusters Score -2765501 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2765826.750000 Penalty: 4948.023926
	Iteration 3Q: 3 clusters Score -2765827 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2766183.500000 Penalty: 4948.023926
	Iteration 4Q: 3 clusters Score -2766184 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2766571.000000 Penalty: 4948.023926
	Iteration 5Q: 3 clusters Score -2766571 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2767042.250000 Penalty: 4948.023926
	Iteration 6Q: 3 clusters Score -2767042 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2767599.500000 Penalty: 4948.023926
	Iteration 7Q: 3 clusters Score -2767600 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2768230.250000 Penalty: 4948.023926
	Iteration 8F: 3 clusters Score -2768230 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2769058.000000 Penalty: 4948.023926
	Iteration 9F: 3 clusters Score -2769058 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2769935.000000 Penalty: 4948.023926
	Iteration 10F: 3 clusters Score -2769935 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2770804.250000 Penalty: 4948.023926
	Iteration 11Q: 3 clusters Score -2770804 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2771451.000000 Penalty: 4948.023926
	Iteration 12Q: 3 clusters Score -2771451 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2771876.500000 Penalty: 4948.023926
	Iteration 13Q: 3 clusters Score -2771876 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2772157.000000 Penalty: 4948.023926
	Iteration 14Q: 3 clusters Score -2772157 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2772334.750000 Penalty: 4948.023926
	Iteration 15Q: 3 clusters Score -2772335 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2772488.500000 Penalty: 4948.023926
	Iteration 16Q: 3 clusters Score -2772488 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2772552.000000 Penalty: 4948.023926
	Iteration 17Q: 3 clusters Score -2772552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2772619.250000 Penalty: 4948.023926
	Iteration 18Q: 3 clusters Score -2772619 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2772667.500000 Penalty: 4948.023926
	Iteration 19Q: 3 clusters Score -2772668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2772702.250000 Penalty: 4948.023926
	Iteration 20F: 3 clusters Score -2772702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2772735.250000 Penalty: 4948.023926
	Iteration 21Q: 3 clusters Score -2772735 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2772757.000000 Penalty: 4948.023926
	Iteration 22Q: 3 clusters Score -2772757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2772781.000000 Penalty: 4948.023926
	Iteration 23Q: 3 clusters Score -2772781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2772800.250000 Penalty: 4948.023926
	Iteration 24Q: 3 clusters Score -2772800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2772824.750000 Penalty: 4948.023926
	Iteration 25Q: 3 clusters Score -2772825 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2772847.250000 Penalty: 4948.023926
	Iteration 26Q: 3 clusters Score -2772847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2772857.250000 Penalty: 4948.023926
	Iteration 27Q: 3 clusters Score -2772857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2772872.250000 Penalty: 4948.023926
	Iteration 28Q: 3 clusters Score -2772872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2772889.750000 Penalty: 4948.023926
	Iteration 29Q: 3 clusters Score -2772890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2772905.250000 Penalty: 4948.023926
	Iteration 30Q: 3 clusters Score -2772905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2772920.000000 Penalty: 4948.023926
	Iteration 31Q: 3 clusters Score -2772920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2772929.500000 Penalty: 4948.023926
	Iteration 32Q: 3 clusters Score -2772930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2772936.000000 Penalty: 4948.023926
	Iteration 33Q: 3 clusters Score -2772936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2772948.500000 Penalty: 4948.023926
	Iteration 34Q: 3 clusters Score -2772948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2772948.250000 Penalty: 4948.023926
	Iteration 35Q: 3 clusters Score -2772948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2772953.250000 Penalty: 4948.023926
	Iteration 36Q: 3 clusters Score -2772953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2772956.750000 Penalty: 4948.023926
	Iteration 37Q: 3 clusters Score -2772957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2772959.250000 Penalty: 4948.023926
	Iteration 38Q: 3 clusters Score -2772959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2772959.250000 Penalty: 4948.023926
	Iteration 39F: 3 clusters Score -2772959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Entering Unmasked Estep 
Score: -2797783.500000 Penalty: 2475.449463
	Iteration 0F: 2 clusters Score -2797784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2782651.750000 Penalty: 4950.898926
	Iteration 0F: 3 clusters Score -2782652 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2787797.250000 Penalty: 4950.898926
	Iteration 1F: 3 clusters Score -2787797 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2788298.500000 Penalty: 4950.898926
	Iteration 2F: 3 clusters Score -2788298 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2788778.750000 Penalty: 4950.898926
	Iteration 3F: 3 clusters Score -2788779 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2789326.500000 Penalty: 4950.898926
	Iteration 4F: 3 clusters Score -2789326 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2789966.000000 Penalty: 4950.898926
	Iteration 5F: 3 clusters Score -2789966 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2790747.500000 Penalty: 4950.898926
	Iteration 6F: 3 clusters Score -2790748 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2791668.500000 Penalty: 4950.898926
	Iteration 7F: 3 clusters Score -2791668 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2792622.000000 Penalty: 4950.898926
	Iteration 8F: 3 clusters Score -2792622 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2793667.000000 Penalty: 4950.898926
	Iteration 9F: 3 clusters Score -2793667 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2794827.250000 Penalty: 4950.898926
	Iteration 10Q: 3 clusters Score -2794827 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2795593.750000 Penalty: 4950.898926
	Iteration 11Q: 3 clusters Score -2795594 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2795876.750000 Penalty: 4950.898926
	Iteration 12Q: 3 clusters Score -2795877 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2795987.250000 Penalty: 4950.898926
	Iteration 13Q: 3 clusters Score -2795987 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2796050.750000 Penalty: 4950.898926
	Iteration 14Q: 3 clusters Score -2796051 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2796104.000000 Penalty: 4950.898926
	Iteration 15Q: 3 clusters Score -2796104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2796127.250000 Penalty: 4950.898926
	Iteration 16Q: 3 clusters Score -2796127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2796140.250000 Penalty: 4950.898926
	Iteration 17Q: 3 clusters Score -2796140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2796152.500000 Penalty: 4950.898926
	Iteration 18Q: 3 clusters Score -2796152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2796164.250000 Penalty: 4950.898926
	Iteration 19Q: 3 clusters Score -2796164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2796170.250000 Penalty: 4950.898926
	Iteration 20F: 3 clusters Score -2796170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2796168.000000 Penalty: 4950.898926
	Iteration 21Q: 3 clusters Score -2796168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2796173.000000 Penalty: 4950.898926
	Iteration 22Q: 3 clusters Score -2796173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2796177.000000 Penalty: 4950.898926
	Iteration 23Q: 3 clusters Score -2796177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2796176.750000 Penalty: 4950.898926
	Iteration 24Q: 3 clusters Score -2796177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2796180.000000 Penalty: 4950.898926
	Iteration 25Q: 3 clusters Score -2796180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2796179.500000 Penalty: 4950.898926
	Iteration 26Q: 3 clusters Score -2796180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2796177.500000 Penalty: 4950.898926
	Iteration 27Q: 3 clusters Score -2796178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2796177.500000 Penalty: 4950.898926
	Iteration 28F: 3 clusters Score -2796178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2970 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 13408 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 9201 members 
Mstep: Class 8 contains 12893 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 42647 members 
Mstep: Class 16 contains 146273 members 
Mstep: Class 17 contains 20207 members 
Mstep: Class 18 contains 5355 members 
Mstep: Class 19 contains 21501 members 
Mstep: Class 20 contains 21626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893816.000000 Penalty: 66272.132812
Iteration 279Q: 22 clusters Score -4.289382e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 4 contains 13418 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 9158 members 
Mstep: Class 8 contains 12893 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 42646 members 
Mstep: Class 16 contains 146294 members 
Mstep: Class 17 contains 20211 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 21492 members 
Mstep: Class 20 contains 21624 members 
Mstep: Class 21 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893964.000000 Penalty: 66272.132812
Iteration 280F: 22 clusters Score -4.289396e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2983 members 
Mstep: Class 3 contains 3041 members 
Mstep: Class 4 contains 13427 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 9107 members 
Mstep: Class 8 contains 12895 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42642 members 
Mstep: Class 16 contains 146317 members 
Mstep: Class 17 contains 20216 members 
Mstep: Class 18 contains 5378 members 
Mstep: Class 19 contains 21482 members 
Mstep: Class 20 contains 21623 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893984.000000 Penalty: 66272.132812
Iteration 281Q: 22 clusters Score -4.289398e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2984 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 13433 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 12895 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 5987 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42641 members 
Mstep: Class 16 contains 146354 members 
Mstep: Class 17 contains 20223 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 21469 members 
Mstep: Class 20 contains 21623 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893940.000000 Penalty: 66272.132812
Iteration 282Q: 22 clusters Score -4.289394e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 3048 members 
Mstep: Class 4 contains 13443 members 
Mstep: Class 5 contains 5560 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 8 contains 12896 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42640 members 
Mstep: Class 16 contains 146401 members 
Mstep: Class 17 contains 20230 members 
Mstep: Class 18 contains 5393 members 
Mstep: Class 19 contains 21456 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893956.000000 Penalty: 66272.132812
Iteration 283Q: 22 clusters Score -4.289396e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 13450 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 8930 members 
Mstep: Class 8 contains 12899 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42640 members 
Mstep: Class 16 contains 146439 members 
Mstep: Class 17 contains 20243 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 21446 members 
Mstep: Class 20 contains 21626 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893876.000000 Penalty: 66272.132812
Iteration 284Q: 22 clusters Score -4.289388e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2987 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 13457 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 12903 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42638 members 
Mstep: Class 16 contains 146480 members 
Mstep: Class 17 contains 20265 members 
Mstep: Class 18 contains 5414 members 
Mstep: Class 19 contains 21439 members 
Mstep: Class 20 contains 21627 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893920.000000 Penalty: 66272.132812
Iteration 285Q: 22 clusters Score -4.289392e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2988 members 
Mstep: Class 3 contains 3066 members 
Mstep: Class 4 contains 13467 members 
Mstep: Class 5 contains 5556 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 8757 members 
Mstep: Class 8 contains 12906 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 5984 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42634 members 
Mstep: Class 16 contains 146523 members 
Mstep: Class 17 contains 20288 members 
Mstep: Class 18 contains 5434 members 
Mstep: Class 19 contains 21430 members 
Mstep: Class 20 contains 21626 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894028.000000 Penalty: 66272.132812
Iteration 286Q: 22 clusters Score -4.289403e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 13481 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 8658 members 
Mstep: Class 8 contains 12909 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 5980 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42634 members 
Mstep: Class 16 contains 146578 members 
Mstep: Class 17 contains 20305 members 
Mstep: Class 18 contains 5453 members 
Mstep: Class 19 contains 21418 members 
Mstep: Class 20 contains 21624 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894040.000000 Penalty: 66272.132812
Iteration 287Q: 22 clusters Score -4.289404e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 13491 members 
Mstep: Class 5 contains 5543 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 12910 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 5983 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42633 members 
Mstep: Class 16 contains 146654 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 21409 members 
Mstep: Class 20 contains 21621 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894120.000000 Penalty: 66272.132812
Iteration 288Q: 22 clusters Score -4.289412e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 13499 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 8393 members 
Mstep: Class 8 contains 12911 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 5980 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 42632 members 
Mstep: Class 16 contains 146747 members 
Mstep: Class 17 contains 20355 members 
Mstep: Class 18 contains 5495 members 
Mstep: Class 19 contains 21398 members 
Mstep: Class 20 contains 21621 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894212.000000 Penalty: 66272.132812
Iteration 289Q: 22 clusters Score -4.289421e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 13533 members 
Mstep: Class 5 contains 5535 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 8188 members 
Mstep: Class 8 contains 12910 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 5981 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9807 members 
Mstep: Class 15 contains 42631 members 
Mstep: Class 16 contains 146841 members 
Mstep: Class 17 contains 20390 members 
Mstep: Class 18 contains 5551 members 
Mstep: Class 19 contains 21383 members 
Mstep: Class 20 contains 21620 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894356.000000 Penalty: 66272.132812
Iteration 290Q: 22 clusters Score -4.289436e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2994 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 13564 members 
Mstep: Class 5 contains 5525 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 12907 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 5981 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9807 members 
Mstep: Class 15 contains 42629 members 
Mstep: Class 16 contains 146929 members 
Mstep: Class 17 contains 20433 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 21366 members 
Mstep: Class 20 contains 21615 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894452.000000 Penalty: 66272.132812
Iteration 291Q: 22 clusters Score -4.289445e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7828 members 
Mstep: Class 8 contains 12899 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7243 members 
Mstep: Class 11 contains 5978 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 146999 members 
Mstep: Class 17 contains 20484 members 
Mstep: Class 18 contains 5674 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 21610 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894636.000000 Penalty: 66272.132812
Iteration 292Q: 22 clusters Score -4.289464e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 13600 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 12893 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7241 members 
Mstep: Class 11 contains 5977 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 147070 members 
Mstep: Class 17 contains 20515 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 21345 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894708.000000 Penalty: 66272.132812
Iteration 293Q: 22 clusters Score -4.289471e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 13604 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 12890 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5974 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 147125 members 
Mstep: Class 17 contains 20546 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 21334 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894764.000000 Penalty: 66272.132812
Iteration 294Q: 22 clusters Score -4.289476e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13600 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7440 members 
Mstep: Class 8 contains 12886 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9807 members 
Mstep: Class 15 contains 42628 members 
Mstep: Class 16 contains 147171 members 
Mstep: Class 17 contains 20578 members 
Mstep: Class 18 contains 5862 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 21583 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894736.000000 Penalty: 66272.132812
Iteration 295Q: 22 clusters Score -4.289474e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7383 members 
Mstep: Class 8 contains 12876 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9807 members 
Mstep: Class 15 contains 42629 members 
Mstep: Class 16 contains 147171 members 
Mstep: Class 17 contains 20611 members 
Mstep: Class 18 contains 5918 members 
Mstep: Class 19 contains 21328 members 
Mstep: Class 20 contains 21575 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894820.000000 Penalty: 66272.132812
Iteration 296Q: 22 clusters Score -4.289482e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 13602 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 12869 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9807 members 
Mstep: Class 15 contains 42628 members 
Mstep: Class 16 contains 147162 members 
Mstep: Class 17 contains 20630 members 
Mstep: Class 18 contains 5957 members 
Mstep: Class 19 contains 21327 members 
Mstep: Class 20 contains 21584 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894848.000000 Penalty: 66272.132812
Iteration 297Q: 22 clusters Score -4.289485e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 3129 members 
Mstep: Class 4 contains 13597 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7323 members 
Mstep: Class 8 contains 12868 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7239 members 
Mstep: Class 11 contains 5962 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 147154 members 
Mstep: Class 17 contains 20637 members 
Mstep: Class 18 contains 6002 members 
Mstep: Class 19 contains 21325 members 
Mstep: Class 20 contains 21588 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894800.000000 Penalty: 66272.132812
Iteration 298Q: 22 clusters Score -4.28948e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 3129 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12865 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 147144 members 
Mstep: Class 17 contains 20640 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 21317 members 
Mstep: Class 20 contains 21586 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894732.000000 Penalty: 66272.132812
Iteration 299Q: 22 clusters Score -4.289473e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 13602 members 
Mstep: Class 5 contains 5440 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7306 members 
Mstep: Class 8 contains 12864 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5960 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42629 members 
Mstep: Class 16 contains 147134 members 
Mstep: Class 17 contains 20638 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 21303 members 
Mstep: Class 20 contains 21588 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894844.000000 Penalty: 66272.132812
Iteration 300F: 22 clusters Score -4.289484e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 3129 members 
Mstep: Class 4 contains 13609 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7298 members 
Mstep: Class 8 contains 12862 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5959 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 147135 members 
Mstep: Class 17 contains 20637 members 
Mstep: Class 18 contains 6083 members 
Mstep: Class 19 contains 21295 members 
Mstep: Class 20 contains 21591 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894756.000000 Penalty: 66272.132812
Iteration 301Q: 22 clusters Score -4.289476e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 13608 members 
Mstep: Class 5 contains 5433 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12861 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5959 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147139 members 
Mstep: Class 17 contains 20641 members 
Mstep: Class 18 contains 6089 members 
Mstep: Class 19 contains 21288 members 
Mstep: Class 20 contains 21591 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894748.000000 Penalty: 66272.132812
Iteration 302Q: 22 clusters Score -4.289475e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 13611 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 12859 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5958 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147145 members 
Mstep: Class 17 contains 20645 members 
Mstep: Class 18 contains 6097 members 
Mstep: Class 19 contains 21283 members 
Mstep: Class 20 contains 21591 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894772.000000 Penalty: 66272.132812
Iteration 303Q: 22 clusters Score -4.289477e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 13617 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7285 members 
Mstep: Class 8 contains 12858 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5955 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147145 members 
Mstep: Class 17 contains 20651 members 
Mstep: Class 18 contains 6107 members 
Mstep: Class 19 contains 21272 members 
Mstep: Class 20 contains 21588 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894848.000000 Penalty: 66272.132812
Iteration 304Q: 22 clusters Score -4.289485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 13621 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42627 members 
Mstep: Class 16 contains 147155 members 
Mstep: Class 17 contains 20653 members 
Mstep: Class 18 contains 6112 members 
Mstep: Class 19 contains 21264 members 
Mstep: Class 20 contains 21587 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894848.000000 Penalty: 66272.132812
Iteration 305Q: 22 clusters Score -4.289485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 3133 members 
Mstep: Class 4 contains 13621 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 147159 members 
Mstep: Class 17 contains 20654 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 21260 members 
Mstep: Class 20 contains 21586 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894844.000000 Penalty: 66272.132812
Iteration 306Q: 22 clusters Score -4.289484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 3134 members 
Mstep: Class 4 contains 13621 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7235 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147164 members 
Mstep: Class 17 contains 20651 members 
Mstep: Class 18 contains 6117 members 
Mstep: Class 19 contains 21255 members 
Mstep: Class 20 contains 21586 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894856.000000 Penalty: 66272.132812
Iteration 307Q: 22 clusters Score -4.289486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 3133 members 
Mstep: Class 4 contains 13629 members 
Mstep: Class 5 contains 5420 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 12854 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7235 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147165 members 
Mstep: Class 17 contains 20650 members 
Mstep: Class 18 contains 6119 members 
Mstep: Class 19 contains 21249 members 
Mstep: Class 20 contains 21587 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894808.000000 Penalty: 66272.132812
Iteration 308Q: 22 clusters Score -4.289481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 13637 members 
Mstep: Class 5 contains 5420 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 12851 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7235 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147169 members 
Mstep: Class 17 contains 20648 members 
Mstep: Class 18 contains 6124 members 
Mstep: Class 19 contains 21240 members 
Mstep: Class 20 contains 21587 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894776.000000 Penalty: 66272.132812
Iteration 309Q: 22 clusters Score -4.289478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 13639 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 12850 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147174 members 
Mstep: Class 17 contains 20647 members 
Mstep: Class 18 contains 6124 members 
Mstep: Class 19 contains 21229 members 
Mstep: Class 20 contains 21588 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894792.000000 Penalty: 66272.132812
Iteration 310Q: 22 clusters Score -4.289479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3024 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 13643 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 12848 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147178 members 
Mstep: Class 17 contains 20646 members 
Mstep: Class 18 contains 6124 members 
Mstep: Class 19 contains 21220 members 
Mstep: Class 20 contains 21589 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894756.000000 Penalty: 66272.132812
Iteration 311Q: 22 clusters Score -4.289476e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 13643 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 12847 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147178 members 
Mstep: Class 17 contains 20644 members 
Mstep: Class 18 contains 6128 members 
Mstep: Class 19 contains 21212 members 
Mstep: Class 20 contains 21589 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894788.000000 Penalty: 66272.132812
Iteration 312Q: 22 clusters Score -4.289479e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 13644 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 147182 members 
Mstep: Class 17 contains 20642 members 
Mstep: Class 18 contains 6130 members 
Mstep: Class 19 contains 21198 members 
Mstep: Class 20 contains 21590 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894772.000000 Penalty: 66272.132812
Iteration 313Q: 22 clusters Score -4.289477e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 13646 members 
Mstep: Class 5 contains 5416 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147187 members 
Mstep: Class 17 contains 20641 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 21183 members 
Mstep: Class 20 contains 21591 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894764.000000 Penalty: 66272.132812
Iteration 314Q: 22 clusters Score -4.289476e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3044 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 13649 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12847 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147187 members 
Mstep: Class 17 contains 20641 members 
Mstep: Class 18 contains 6134 members 
Mstep: Class 19 contains 21176 members 
Mstep: Class 20 contains 21592 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894756.000000 Penalty: 66272.132812
Iteration 315Q: 22 clusters Score -4.289476e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 13647 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12847 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147187 members 
Mstep: Class 17 contains 20640 members 
Mstep: Class 18 contains 6143 members 
Mstep: Class 19 contains 21168 members 
Mstep: Class 20 contains 21592 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894776.000000 Penalty: 66272.132812
Iteration 316Q: 22 clusters Score -4.289478e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 13651 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42627 members 
Mstep: Class 16 contains 147190 members 
Mstep: Class 17 contains 20637 members 
Mstep: Class 18 contains 6147 members 
Mstep: Class 19 contains 21154 members 
Mstep: Class 20 contains 21592 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894756.000000 Penalty: 66272.132812
Iteration 317Q: 22 clusters Score -4.289476e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13652 members 
Mstep: Class 5 contains 5414 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 12845 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147183 members 
Mstep: Class 17 contains 20643 members 
Mstep: Class 18 contains 6149 members 
Mstep: Class 19 contains 21144 members 
Mstep: Class 20 contains 21592 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894776.000000 Penalty: 66272.132812
Iteration 318Q: 22 clusters Score -4.289478e+07 nChanged 57
Entering ConstructFrom: 
Score: -42894776.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -21556.324219 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -21556.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20500.787109 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -20500.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20581.777344 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -20581.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20616.335938 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -20616.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20624.320312 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -20624.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20624.320312 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -20624.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -397487.375000 Penalty: 1990.895020
	Iteration 0F: 2 clusters Score -397487.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -394175.406250 Penalty: 3981.790039
	Iteration 0F: 3 clusters Score -394175.4 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -394800.062500 Penalty: 3981.790039
	Iteration 1F: 3 clusters Score -394800.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -394947.000000 Penalty: 3981.790039
	Iteration 2F: 3 clusters Score -394947 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -395039.468750 Penalty: 3981.790039
	Iteration 3Q: 3 clusters Score -395039.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -395100.656250 Penalty: 3981.790039
	Iteration 4Q: 3 clusters Score -395100.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -395140.187500 Penalty: 3981.790039
	Iteration 5Q: 3 clusters Score -395140.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395172.562500 Penalty: 3981.790039
	Iteration 6Q: 3 clusters Score -395172.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -395199.687500 Penalty: 3981.790039
	Iteration 7Q: 3 clusters Score -395199.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -395211.750000 Penalty: 3981.790039
	Iteration 8Q: 3 clusters Score -395211.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -395225.031250 Penalty: 3981.790039
	Iteration 9Q: 3 clusters Score -395225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -395236.656250 Penalty: 3981.790039
	Iteration 10Q: 3 clusters Score -395236.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -395244.437500 Penalty: 3981.790039
	Iteration 11Q: 3 clusters Score -395244.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -395250.812500 Penalty: 3981.790039
	Iteration 12Q: 3 clusters Score -395250.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -395257.031250 Penalty: 3981.790039
	Iteration 13Q: 3 clusters Score -395257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -395262.812500 Penalty: 3981.790039
	Iteration 14Q: 3 clusters Score -395262.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -395266.281250 Penalty: 3981.790039
	Iteration 15Q: 3 clusters Score -395266.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -395271.625000 Penalty: 3981.790039
	Iteration 16Q: 3 clusters Score -395271.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -395277.625000 Penalty: 3981.790039
	Iteration 17Q: 3 clusters Score -395277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -395281.875000 Penalty: 3981.790039
	Iteration 18Q: 3 clusters Score -395281.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -395285.968750 Penalty: 3981.790039
	Iteration 19Q: 3 clusters Score -395286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -395291.125000 Penalty: 3981.790039
	Iteration 20F: 3 clusters Score -395291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -395293.406250 Penalty: 3981.790039
	Iteration 21Q: 3 clusters Score -395293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -395295.250000 Penalty: 3981.790039
	Iteration 22Q: 3 clusters Score -395295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -395296.093750 Penalty: 3981.790039
	Iteration 23Q: 3 clusters Score -395296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -395297.125000 Penalty: 3981.790039
	Iteration 24Q: 3 clusters Score -395297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -395297.531250 Penalty: 3981.790039
	Iteration 25Q: 3 clusters Score -395297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -395297.781250 Penalty: 3981.790039
	Iteration 26Q: 3 clusters Score -395297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -395297.781250 Penalty: 3981.790039
	Iteration 27F: 3 clusters Score -395297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -390761.281250 Penalty: 1997.206299
	Iteration 0F: 2 clusters Score -390761.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -387398.156250 Penalty: 3994.412598
	Iteration 0F: 3 clusters Score -387398.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -388110.750000 Penalty: 3994.412598
	Iteration 1F: 3 clusters Score -388110.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -388275.187500 Penalty: 3994.412598
	Iteration 2F: 3 clusters Score -388275.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -388359.406250 Penalty: 3994.412598
	Iteration 3Q: 3 clusters Score -388359.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -388417.562500 Penalty: 3994.412598
	Iteration 4Q: 3 clusters Score -388417.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -388449.531250 Penalty: 3994.412598
	Iteration 5Q: 3 clusters Score -388449.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -388472.687500 Penalty: 3994.412598
	Iteration 6Q: 3 clusters Score -388472.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -388490.281250 Penalty: 3994.412598
	Iteration 7Q: 3 clusters Score -388490.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -388507.250000 Penalty: 3994.412598
	Iteration 8Q: 3 clusters Score -388507.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -388515.968750 Penalty: 3994.412598
	Iteration 9Q: 3 clusters Score -388516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -388523.937500 Penalty: 3994.412598
	Iteration 10Q: 3 clusters Score -388523.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -388529.218750 Penalty: 3994.412598
	Iteration 11Q: 3 clusters Score -388529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -388531.562500 Penalty: 3994.412598
	Iteration 12Q: 3 clusters Score -388531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -388535.125000 Penalty: 3994.412598
	Iteration 13Q: 3 clusters Score -388535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -388538.187500 Penalty: 3994.412598
	Iteration 14Q: 3 clusters Score -388538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -388539.406250 Penalty: 3994.412598
	Iteration 15Q: 3 clusters Score -388539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -388542.093750 Penalty: 3994.412598
	Iteration 16Q: 3 clusters Score -388542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -388542.875000 Penalty: 3994.412598
	Iteration 17Q: 3 clusters Score -388542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -388544.125000 Penalty: 3994.412598
	Iteration 18Q: 3 clusters Score -388544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -388544.500000 Penalty: 3994.412598
	Iteration 19Q: 3 clusters Score -388544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -388544.625000 Penalty: 3994.412598
	Iteration 20F: 3 clusters Score -388544.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Entering Unmasked Estep 
Score: -1686033.750000 Penalty: 2361.458008
	Iteration 0F: 2 clusters Score -1686034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1676021.625000 Penalty: 4722.916016
	Iteration 0F: 3 clusters Score -1676022 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1679151.625000 Penalty: 4722.916016
	Iteration 1F: 3 clusters Score -1679152 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1679541.375000 Penalty: 4722.916016
	Iteration 2F: 3 clusters Score -1679541 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1679887.625000 Penalty: 4722.916016
	Iteration 3F: 3 clusters Score -1679888 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1680234.250000 Penalty: 4722.916016
	Iteration 4Q: 3 clusters Score -1680234 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1680601.250000 Penalty: 4722.916016
	Iteration 5Q: 3 clusters Score -1680601 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1680989.125000 Penalty: 4722.916016
	Iteration 6Q: 3 clusters Score -1680989 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1681457.500000 Penalty: 4722.916016
	Iteration 7F: 3 clusters Score -1681458 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1682001.500000 Penalty: 4722.916016
	Iteration 8F: 3 clusters Score -1682002 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1682519.375000 Penalty: 4722.916016
	Iteration 9Q: 3 clusters Score -1682519 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1682976.875000 Penalty: 4722.916016
	Iteration 10Q: 3 clusters Score -1682977 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1683340.875000 Penalty: 4722.916016
	Iteration 11Q: 3 clusters Score -1683341 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1683571.000000 Penalty: 4722.916016
	Iteration 12Q: 3 clusters Score -1683571 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1683712.750000 Penalty: 4722.916016
	Iteration 13Q: 3 clusters Score -1683713 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1683806.625000 Penalty: 4722.916016
	Iteration 14Q: 3 clusters Score -1683807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1683860.375000 Penalty: 4722.916016
	Iteration 15Q: 3 clusters Score -1683860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1683897.000000 Penalty: 4722.916016
	Iteration 16Q: 3 clusters Score -1683897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1683911.125000 Penalty: 4722.916016
	Iteration 17Q: 3 clusters Score -1683911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1683924.500000 Penalty: 4722.916016
	Iteration 18Q: 3 clusters Score -1683924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1683942.500000 Penalty: 4722.916016
	Iteration 19Q: 3 clusters Score -1683942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1683949.250000 Penalty: 4722.916016
	Iteration 20F: 3 clusters Score -1683949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1683951.625000 Penalty: 4722.916016
	Iteration 21Q: 3 clusters Score -1683952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1683956.500000 Penalty: 4722.916016
	Iteration 22Q: 3 clusters Score -1683956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1683965.625000 Penalty: 4722.916016
	Iteration 23Q: 3 clusters Score -1683966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1683972.750000 Penalty: 4722.916016
	Iteration 24Q: 3 clusters Score -1683973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1683980.000000 Penalty: 4722.916016
	Iteration 25Q: 3 clusters Score -1683980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1683985.375000 Penalty: 4722.916016
	Iteration 26Q: 3 clusters Score -1683985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1683987.875000 Penalty: 4722.916016
	Iteration 27Q: 3 clusters Score -1683988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1683989.500000 Penalty: 4722.916016
	Iteration 28Q: 3 clusters Score -1683990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1683994.625000 Penalty: 4722.916016
	Iteration 29Q: 3 clusters Score -1683995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1683999.125000 Penalty: 4722.916016
	Iteration 30Q: 3 clusters Score -1683999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1683999.125000 Penalty: 4722.916016
	Iteration 31F: 3 clusters Score -1683999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -650817.687500 Penalty: 2131.900635
	Iteration 0F: 2 clusters Score -650817.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -646070.125000 Penalty: 4263.801270
	Iteration 0F: 3 clusters Score -646070.1 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -647225.937500 Penalty: 4263.801270
	Iteration 1F: 3 clusters Score -647225.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -647433.562500 Penalty: 4263.801270
	Iteration 2F: 3 clusters Score -647433.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -647567.875000 Penalty: 4263.801270
	Iteration 3Q: 3 clusters Score -647567.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -647676.187500 Penalty: 4263.801270
	Iteration 4Q: 3 clusters Score -647676.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -647796.875000 Penalty: 4263.801270
	Iteration 5Q: 3 clusters Score -647796.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -647887.625000 Penalty: 4263.801270
	Iteration 6Q: 3 clusters Score -647887.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -647981.500000 Penalty: 4263.801270
	Iteration 7Q: 3 clusters Score -647981.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -648082.562500 Penalty: 4263.801270
	Iteration 8Q: 3 clusters Score -648082.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -648155.000000 Penalty: 4263.801270
	Iteration 9Q: 3 clusters Score -648155 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -648222.500000 Penalty: 4263.801270
	Iteration 10Q: 3 clusters Score -648222.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -648293.250000 Penalty: 4263.801270
	Iteration 11Q: 3 clusters Score -648293.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -648345.625000 Penalty: 4263.801270
	Iteration 12Q: 3 clusters Score -648345.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -648416.125000 Penalty: 4263.801270
	Iteration 13Q: 3 clusters Score -648416.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -648474.812500 Penalty: 4263.801270
	Iteration 14Q: 3 clusters Score -648474.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -648521.687500 Penalty: 4263.801270
	Iteration 15Q: 3 clusters Score -648521.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -648589.375000 Penalty: 4263.801270
	Iteration 16Q: 3 clusters Score -648589.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -648673.875000 Penalty: 4263.801270
	Iteration 17Q: 3 clusters Score -648673.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -648768.312500 Penalty: 4263.801270
	Iteration 18Q: 3 clusters Score -648768.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -648829.750000 Penalty: 4263.801270
	Iteration 19Q: 3 clusters Score -648829.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -648878.312500 Penalty: 4263.801270
	Iteration 20F: 3 clusters Score -648878.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -648915.375000 Penalty: 4263.801270
	Iteration 21Q: 3 clusters Score -648915.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -648943.000000 Penalty: 4263.801270
	Iteration 22Q: 3 clusters Score -648943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -648961.437500 Penalty: 4263.801270
	Iteration 23Q: 3 clusters Score -648961.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -648972.500000 Penalty: 4263.801270
	Iteration 24Q: 3 clusters Score -648972.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -648986.437500 Penalty: 4263.801270
	Iteration 25Q: 3 clusters Score -648986.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -648999.312500 Penalty: 4263.801270
	Iteration 26Q: 3 clusters Score -648999.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -649012.625000 Penalty: 4263.801270
	Iteration 27Q: 3 clusters Score -649012.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -649025.062500 Penalty: 4263.801270
	Iteration 28Q: 3 clusters Score -649025.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -649041.250000 Penalty: 4263.801270
	Iteration 29Q: 3 clusters Score -649041.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -649055.062500 Penalty: 4263.801270
	Iteration 30Q: 3 clusters Score -649055.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -649067.312500 Penalty: 4263.801270
	Iteration 31Q: 3 clusters Score -649067.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -649074.875000 Penalty: 4263.801270
	Iteration 32Q: 3 clusters Score -649074.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -649081.000000 Penalty: 4263.801270
	Iteration 33Q: 3 clusters Score -649081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -649090.875000 Penalty: 4263.801270
	Iteration 34Q: 3 clusters Score -649090.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -649094.125000 Penalty: 4263.801270
	Iteration 35Q: 3 clusters Score -649094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -649098.375000 Penalty: 4263.801270
	Iteration 36Q: 3 clusters Score -649098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -649099.937500 Penalty: 4263.801270
	Iteration 37Q: 3 clusters Score -649099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -649104.875000 Penalty: 4263.801270
	Iteration 38Q: 3 clusters Score -649104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -649112.687500 Penalty: 4263.801270
	Iteration 39Q: 3 clusters Score -649112.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -649119.750000 Penalty: 4263.801270
	Iteration 40F: 3 clusters Score -649119.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -649126.875000 Penalty: 4263.801270
	Iteration 41Q: 3 clusters Score -649126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -649130.750000 Penalty: 4263.801270
	Iteration 42Q: 3 clusters Score -649130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -649135.875000 Penalty: 4263.801270
	Iteration 43Q: 3 clusters Score -649135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -649135.875000 Penalty: 4263.801270
	Iteration 44Q: 3 clusters Score -649135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -649137.000000 Penalty: 4263.801270
	Iteration 45Q: 3 clusters Score -649137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -649137.000000 Penalty: 4263.801270
	Iteration 46F: 3 clusters Score -649137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -98351.765625 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -98351.77 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 450 members 
Entering Unmasked Estep 
Score: -96595.054688 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -96595.05 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96967.101562 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -96967.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97100.765625 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -97100.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97180.265625 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -97180.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97255.460938 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -97255.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -97329.132812 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -97329.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -97448.859375 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -97448.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97497.750000 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -97497.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -97514.929688 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -97514.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -97520.617188 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -97520.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -97520.617188 Penalty: 3338.584961
	Iteration 10F: 3 clusters Score -97520.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -953778.125000 Penalty: 2205.367676
	Iteration 0F: 2 clusters Score -953778.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -947836.812500 Penalty: 4410.735352
	Iteration 0F: 3 clusters Score -947836.8 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -949383.312500 Penalty: 4410.735352
	Iteration 1F: 3 clusters Score -949383.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -949643.562500 Penalty: 4410.735352
	Iteration 2F: 3 clusters Score -949643.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -949800.375000 Penalty: 4410.735352
	Iteration 3F: 3 clusters Score -949800.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -949898.750000 Penalty: 4410.735352
	Iteration 4Q: 3 clusters Score -949898.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -949961.812500 Penalty: 4410.735352
	Iteration 5Q: 3 clusters Score -949961.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -950011.062500 Penalty: 4410.735352
	Iteration 6Q: 3 clusters Score -950011.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -950038.812500 Penalty: 4410.735352
	Iteration 7Q: 3 clusters Score -950038.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -950061.750000 Penalty: 4410.735352
	Iteration 8Q: 3 clusters Score -950061.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -950082.812500 Penalty: 4410.735352
	Iteration 9Q: 3 clusters Score -950082.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -950095.375000 Penalty: 4410.735352
	Iteration 10Q: 3 clusters Score -950095.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -950105.187500 Penalty: 4410.735352
	Iteration 11Q: 3 clusters Score -950105.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -950114.375000 Penalty: 4410.735352
	Iteration 12Q: 3 clusters Score -950114.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -950122.687500 Penalty: 4410.735352
	Iteration 13Q: 3 clusters Score -950122.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -950130.125000 Penalty: 4410.735352
	Iteration 14Q: 3 clusters Score -950130.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -950140.562500 Penalty: 4410.735352
	Iteration 15Q: 3 clusters Score -950140.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -950141.500000 Penalty: 4410.735352
	Iteration 16Q: 3 clusters Score -950141.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -950147.687500 Penalty: 4410.735352
	Iteration 17Q: 3 clusters Score -950147.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -950151.437500 Penalty: 4410.735352
	Iteration 18Q: 3 clusters Score -950151.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -950156.250000 Penalty: 4410.735352
	Iteration 19Q: 3 clusters Score -950156.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -950160.250000 Penalty: 4410.735352
	Iteration 20F: 3 clusters Score -950160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -950160.125000 Penalty: 4410.735352
	Iteration 21Q: 3 clusters Score -950160.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -950166.062500 Penalty: 4410.735352
	Iteration 22Q: 3 clusters Score -950166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -950168.437500 Penalty: 4410.735352
	Iteration 23Q: 3 clusters Score -950168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -950168.625000 Penalty: 4410.735352
	Iteration 24Q: 3 clusters Score -950168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -950169.250000 Penalty: 4410.735352
	Iteration 25Q: 3 clusters Score -950169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -950172.375000 Penalty: 4410.735352
	Iteration 26Q: 3 clusters Score -950172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -950171.687500 Penalty: 4410.735352
	Iteration 27Q: 3 clusters Score -950171.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -950171.125000 Penalty: 4410.735352
	Iteration 28Q: 3 clusters Score -950171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -950174.937500 Penalty: 4410.735352
	Iteration 29Q: 3 clusters Score -950174.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -950177.437500 Penalty: 4410.735352
	Iteration 30Q: 3 clusters Score -950177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -950176.562500 Penalty: 4410.735352
	Iteration 31Q: 3 clusters Score -950176.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -950178.187500 Penalty: 4410.735352
	Iteration 32Q: 3 clusters Score -950178.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -950179.312500 Penalty: 4410.735352
	Iteration 33Q: 3 clusters Score -950179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -950179.812500 Penalty: 4410.735352
	Iteration 34Q: 3 clusters Score -950179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -950182.687500 Penalty: 4410.735352
	Iteration 35Q: 3 clusters Score -950182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -950184.937500 Penalty: 4410.735352
	Iteration 36Q: 3 clusters Score -950184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -950183.062500 Penalty: 4410.735352
	Iteration 37Q: 3 clusters Score -950183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -950185.062500 Penalty: 4410.735352
	Iteration 38Q: 3 clusters Score -950185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -950189.500000 Penalty: 4410.735352
	Iteration 39Q: 3 clusters Score -950189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -950189.062500 Penalty: 4410.735352
	Iteration 40F: 3 clusters Score -950189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -950189.687500 Penalty: 4410.735352
	Iteration 41Q: 3 clusters Score -950189.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -950189.625000 Penalty: 4410.735352
	Iteration 42Q: 3 clusters Score -950189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -950194.250000 Penalty: 4410.735352
	Iteration 43Q: 3 clusters Score -950194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -950194.000000 Penalty: 4410.735352
	Iteration 44Q: 3 clusters Score -950194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -950193.437500 Penalty: 4410.735352
	Iteration 45Q: 3 clusters Score -950193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -950194.625000 Penalty: 4410.735352
	Iteration 46Q: 3 clusters Score -950194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -950194.062500 Penalty: 4410.735352
	Iteration 47Q: 3 clusters Score -950194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -950194.750000 Penalty: 4410.735352
	Iteration 48Q: 3 clusters Score -950194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -950195.000000 Penalty: 4410.735352
	Iteration 49Q: 3 clusters Score -950195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -950196.625000 Penalty: 4410.735352
	Iteration 50Q: 3 clusters Score -950196.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -950196.625000 Penalty: 4410.735352
	Iteration 51F: 3 clusters Score -950196.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Entering Unmasked Estep 
Score: -1693619.125000 Penalty: 2346.255859
	Iteration 0F: 2 clusters Score -1693619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1684212.875000 Penalty: 4692.511719
	Iteration 0F: 3 clusters Score -1684213 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1687120.375000 Penalty: 4692.511719
	Iteration 1F: 3 clusters Score -1687120 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1687391.125000 Penalty: 4692.511719
	Iteration 2F: 3 clusters Score -1687391 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1687572.250000 Penalty: 4692.511719
	Iteration 3Q: 3 clusters Score -1687572 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1687725.625000 Penalty: 4692.511719
	Iteration 4Q: 3 clusters Score -1687726 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1687851.125000 Penalty: 4692.511719
	Iteration 5Q: 3 clusters Score -1687851 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1687948.250000 Penalty: 4692.511719
	Iteration 6Q: 3 clusters Score -1687948 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1688021.875000 Penalty: 4692.511719
	Iteration 7Q: 3 clusters Score -1688022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1688084.375000 Penalty: 4692.511719
	Iteration 8Q: 3 clusters Score -1688084 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1688138.750000 Penalty: 4692.511719
	Iteration 9Q: 3 clusters Score -1688139 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1688193.250000 Penalty: 4692.511719
	Iteration 10Q: 3 clusters Score -1688193 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1688245.625000 Penalty: 4692.511719
	Iteration 11Q: 3 clusters Score -1688246 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1688285.125000 Penalty: 4692.511719
	Iteration 12Q: 3 clusters Score -1688285 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1688331.625000 Penalty: 4692.511719
	Iteration 13Q: 3 clusters Score -1688332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1688380.875000 Penalty: 4692.511719
	Iteration 14Q: 3 clusters Score -1688381 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1688424.125000 Penalty: 4692.511719
	Iteration 15Q: 3 clusters Score -1688424 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1688475.625000 Penalty: 4692.511719
	Iteration 16Q: 3 clusters Score -1688476 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1688532.625000 Penalty: 4692.511719
	Iteration 17Q: 3 clusters Score -1688533 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1688602.875000 Penalty: 4692.511719
	Iteration 18Q: 3 clusters Score -1688603 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1688718.750000 Penalty: 4692.511719
	Iteration 19Q: 3 clusters Score -1688719 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1688862.500000 Penalty: 4692.511719
	Iteration 20F: 3 clusters Score -1688862 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1689034.375000 Penalty: 4692.511719
	Iteration 21Q: 3 clusters Score -1689034 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1689194.125000 Penalty: 4692.511719
	Iteration 22Q: 3 clusters Score -1689194 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1689359.000000 Penalty: 4692.511719
	Iteration 23Q: 3 clusters Score -1689359 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1689539.750000 Penalty: 4692.511719
	Iteration 24Q: 3 clusters Score -1689540 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1689703.500000 Penalty: 4692.511719
	Iteration 25Q: 3 clusters Score -1689704 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1689866.375000 Penalty: 4692.511719
	Iteration 26Q: 3 clusters Score -1689866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1689993.000000 Penalty: 4692.511719
	Iteration 27Q: 3 clusters Score -1689993 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1690107.875000 Penalty: 4692.511719
	Iteration 28Q: 3 clusters Score -1690108 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1690200.000000 Penalty: 4692.511719
	Iteration 29Q: 3 clusters Score -1690200 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1690291.000000 Penalty: 4692.511719
	Iteration 30Q: 3 clusters Score -1690291 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1690391.125000 Penalty: 4692.511719
	Iteration 31Q: 3 clusters Score -1690391 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1690509.375000 Penalty: 4692.511719
	Iteration 32Q: 3 clusters Score -1690509 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1690639.625000 Penalty: 4692.511719
	Iteration 33Q: 3 clusters Score -1690640 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1690768.625000 Penalty: 4692.511719
	Iteration 34Q: 3 clusters Score -1690769 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1690886.750000 Penalty: 4692.511719
	Iteration 35Q: 3 clusters Score -1690887 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1691006.750000 Penalty: 4692.511719
	Iteration 36Q: 3 clusters Score -1691007 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1691106.625000 Penalty: 4692.511719
	Iteration 37Q: 3 clusters Score -1691107 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1691203.125000 Penalty: 4692.511719
	Iteration 38Q: 3 clusters Score -1691203 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1691279.500000 Penalty: 4692.511719
	Iteration 39Q: 3 clusters Score -1691280 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1691364.750000 Penalty: 4692.511719
	Iteration 40F: 3 clusters Score -1691365 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1691425.125000 Penalty: 4692.511719
	Iteration 41Q: 3 clusters Score -1691425 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1691484.000000 Penalty: 4692.511719
	Iteration 42Q: 3 clusters Score -1691484 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1691535.625000 Penalty: 4692.511719
	Iteration 43Q: 3 clusters Score -1691536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1691601.375000 Penalty: 4692.511719
	Iteration 44Q: 3 clusters Score -1691601 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1691650.625000 Penalty: 4692.511719
	Iteration 45Q: 3 clusters Score -1691651 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1691683.125000 Penalty: 4692.511719
	Iteration 46Q: 3 clusters Score -1691683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1691705.000000 Penalty: 4692.511719
	Iteration 47Q: 3 clusters Score -1691705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1691722.125000 Penalty: 4692.511719
	Iteration 48Q: 3 clusters Score -1691722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1691732.000000 Penalty: 4692.511719
	Iteration 49Q: 3 clusters Score -1691732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1691751.250000 Penalty: 4692.511719
	Iteration 50Q: 3 clusters Score -1691751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1691757.500000 Penalty: 4692.511719
	Iteration 51Q: 3 clusters Score -1691758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1691767.625000 Penalty: 4692.511719
	Iteration 52Q: 3 clusters Score -1691768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1691767.125000 Penalty: 4692.511719
	Iteration 53Q: 3 clusters Score -1691767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1691776.000000 Penalty: 4692.511719
	Iteration 54Q: 3 clusters Score -1691776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1691777.375000 Penalty: 4692.511719
	Iteration 55Q: 3 clusters Score -1691777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1691784.250000 Penalty: 4692.511719
	Iteration 56Q: 3 clusters Score -1691784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1691786.750000 Penalty: 4692.511719
	Iteration 57Q: 3 clusters Score -1691787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1691782.125000 Penalty: 4692.511719
	Iteration 58Q: 3 clusters Score -1691782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1691786.500000 Penalty: 4692.511719
	Iteration 59Q: 3 clusters Score -1691786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1691790.125000 Penalty: 4692.511719
	Iteration 60F: 3 clusters Score -1691790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1691793.250000 Penalty: 4692.511719
	Iteration 61Q: 3 clusters Score -1691793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1691798.500000 Penalty: 4692.511719
	Iteration 62Q: 3 clusters Score -1691798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1691801.875000 Penalty: 4692.511719
	Iteration 63Q: 3 clusters Score -1691802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1691804.250000 Penalty: 4692.511719
	Iteration 64Q: 3 clusters Score -1691804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1691810.375000 Penalty: 4692.511719
	Iteration 65Q: 3 clusters Score -1691810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1691813.125000 Penalty: 4692.511719
	Iteration 66Q: 3 clusters Score -1691813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1691817.375000 Penalty: 4692.511719
	Iteration 67Q: 3 clusters Score -1691817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1691817.125000 Penalty: 4692.511719
	Iteration 68Q: 3 clusters Score -1691817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1691815.875000 Penalty: 4692.511719
	Iteration 69Q: 3 clusters Score -1691816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1691816.750000 Penalty: 4692.511719
	Iteration 70Q: 3 clusters Score -1691817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1691817.500000 Penalty: 4692.511719
	Iteration 71Q: 3 clusters Score -1691818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1691817.500000 Penalty: 4692.511719
	Iteration 72Q: 3 clusters Score -1691818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1691817.500000 Penalty: 4692.511719
	Iteration 73F: 3 clusters Score -1691818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -481017.875000 Penalty: 2042.172119
	Iteration 0F: 2 clusters Score -481017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -477310.281250 Penalty: 4084.344238
	Iteration 0F: 3 clusters Score -477310.3 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -478143.125000 Penalty: 4084.344238
	Iteration 1F: 3 clusters Score -478143.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -478429.781250 Penalty: 4084.344238
	Iteration 2F: 3 clusters Score -478429.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -478616.125000 Penalty: 4084.344238
	Iteration 3F: 3 clusters Score -478616.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -478751.906250 Penalty: 4084.344238
	Iteration 4Q: 3 clusters Score -478751.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -478862.187500 Penalty: 4084.344238
	Iteration 5Q: 3 clusters Score -478862.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -478973.906250 Penalty: 4084.344238
	Iteration 6Q: 3 clusters Score -478973.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -479090.343750 Penalty: 4084.344238
	Iteration 7Q: 3 clusters Score -479090.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -479173.593750 Penalty: 4084.344238
	Iteration 8Q: 3 clusters Score -479173.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -479234.156250 Penalty: 4084.344238
	Iteration 9Q: 3 clusters Score -479234.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -479270.312500 Penalty: 4084.344238
	Iteration 10Q: 3 clusters Score -479270.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -479298.656250 Penalty: 4084.344238
	Iteration 11Q: 3 clusters Score -479298.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -479321.187500 Penalty: 4084.344238
	Iteration 12Q: 3 clusters Score -479321.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -479343.343750 Penalty: 4084.344238
	Iteration 13Q: 3 clusters Score -479343.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -479360.343750 Penalty: 4084.344238
	Iteration 14Q: 3 clusters Score -479360.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -479377.437500 Penalty: 4084.344238
	Iteration 15Q: 3 clusters Score -479377.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -479394.218750 Penalty: 4084.344238
	Iteration 16Q: 3 clusters Score -479394.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -479411.531250 Penalty: 4084.344238
	Iteration 17Q: 3 clusters Score -479411.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -479425.156250 Penalty: 4084.344238
	Iteration 18Q: 3 clusters Score -479425.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -479442.906250 Penalty: 4084.344238
	Iteration 19Q: 3 clusters Score -479442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -479453.656250 Penalty: 4084.344238
	Iteration 20F: 3 clusters Score -479453.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -479463.781250 Penalty: 4084.344238
	Iteration 21Q: 3 clusters Score -479463.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -479477.937500 Penalty: 4084.344238
	Iteration 22Q: 3 clusters Score -479477.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -479493.218750 Penalty: 4084.344238
	Iteration 23Q: 3 clusters Score -479493.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -479503.718750 Penalty: 4084.344238
	Iteration 24Q: 3 clusters Score -479503.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -479511.500000 Penalty: 4084.344238
	Iteration 25Q: 3 clusters Score -479511.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -479518.687500 Penalty: 4084.344238
	Iteration 26Q: 3 clusters Score -479518.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -479527.843750 Penalty: 4084.344238
	Iteration 27Q: 3 clusters Score -479527.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -479533.625000 Penalty: 4084.344238
	Iteration 28Q: 3 clusters Score -479533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -479536.593750 Penalty: 4084.344238
	Iteration 29Q: 3 clusters Score -479536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -479541.125000 Penalty: 4084.344238
	Iteration 30Q: 3 clusters Score -479541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -479547.156250 Penalty: 4084.344238
	Iteration 31Q: 3 clusters Score -479547.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -479549.656250 Penalty: 4084.344238
	Iteration 32Q: 3 clusters Score -479549.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -479555.125000 Penalty: 4084.344238
	Iteration 33Q: 3 clusters Score -479555.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -479559.750000 Penalty: 4084.344238
	Iteration 34Q: 3 clusters Score -479559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -479562.687500 Penalty: 4084.344238
	Iteration 35Q: 3 clusters Score -479562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -479564.875000 Penalty: 4084.344238
	Iteration 36Q: 3 clusters Score -479564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -479567.250000 Penalty: 4084.344238
	Iteration 37Q: 3 clusters Score -479567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -479571.375000 Penalty: 4084.344238
	Iteration 38Q: 3 clusters Score -479571.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -479577.093750 Penalty: 4084.344238
	Iteration 39Q: 3 clusters Score -479577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -479578.718750 Penalty: 4084.344238
	Iteration 40F: 3 clusters Score -479578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -479581.093750 Penalty: 4084.344238
	Iteration 41Q: 3 clusters Score -479581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -479581.812500 Penalty: 4084.344238
	Iteration 42Q: 3 clusters Score -479581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -479582.531250 Penalty: 4084.344238
	Iteration 43Q: 3 clusters Score -479582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -479583.125000 Penalty: 4084.344238
	Iteration 44Q: 3 clusters Score -479583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -479584.250000 Penalty: 4084.344238
	Iteration 45Q: 3 clusters Score -479584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -479584.718750 Penalty: 4084.344238
	Iteration 46Q: 3 clusters Score -479584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -479585.156250 Penalty: 4084.344238
	Iteration 47Q: 3 clusters Score -479585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -479585.656250 Penalty: 4084.344238
	Iteration 48Q: 3 clusters Score -479585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -479587.187500 Penalty: 4084.344238
	Iteration 49Q: 3 clusters Score -479587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -479587.906250 Penalty: 4084.344238
	Iteration 50Q: 3 clusters Score -479587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -479587.468750 Penalty: 4084.344238
	Iteration 51Q: 3 clusters Score -479587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -479588.437500 Penalty: 4084.344238
	Iteration 52Q: 3 clusters Score -479588.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -479588.437500 Penalty: 4084.344238
	Iteration 53F: 3 clusters Score -479588.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Entering Unmasked Estep 
Score: -936485.062500 Penalty: 2204.069336
	Iteration 0F: 2 clusters Score -936485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -930596.875000 Penalty: 4408.138672
	Iteration 0F: 3 clusters Score -930596.9 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -932329.500000 Penalty: 4408.138672
	Iteration 1F: 3 clusters Score -932329.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -932787.937500 Penalty: 4408.138672
	Iteration 2F: 3 clusters Score -932787.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -933106.500000 Penalty: 4408.138672
	Iteration 3F: 3 clusters Score -933106.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -933375.750000 Penalty: 4408.138672
	Iteration 4F: 3 clusters Score -933375.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -933651.250000 Penalty: 4408.138672
	Iteration 5F: 3 clusters Score -933651.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -933913.062500 Penalty: 4408.138672
	Iteration 6F: 3 clusters Score -933913.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -934163.062500 Penalty: 4408.138672
	Iteration 7Q: 3 clusters Score -934163.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -934359.250000 Penalty: 4408.138672
	Iteration 8Q: 3 clusters Score -934359.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -934468.625000 Penalty: 4408.138672
	Iteration 9Q: 3 clusters Score -934468.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -934536.750000 Penalty: 4408.138672
	Iteration 10Q: 3 clusters Score -934536.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -934575.687500 Penalty: 4408.138672
	Iteration 11Q: 3 clusters Score -934575.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -934611.062500 Penalty: 4408.138672
	Iteration 12Q: 3 clusters Score -934611.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -934640.812500 Penalty: 4408.138672
	Iteration 13Q: 3 clusters Score -934640.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -934667.187500 Penalty: 4408.138672
	Iteration 14Q: 3 clusters Score -934667.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -934684.812500 Penalty: 4408.138672
	Iteration 15Q: 3 clusters Score -934684.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -934698.937500 Penalty: 4408.138672
	Iteration 16Q: 3 clusters Score -934698.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -934706.937500 Penalty: 4408.138672
	Iteration 17Q: 3 clusters Score -934706.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -934716.250000 Penalty: 4408.138672
	Iteration 18Q: 3 clusters Score -934716.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -934725.125000 Penalty: 4408.138672
	Iteration 19Q: 3 clusters Score -934725.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -934732.812500 Penalty: 4408.138672
	Iteration 20F: 3 clusters Score -934732.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -934741.187500 Penalty: 4408.138672
	Iteration 21Q: 3 clusters Score -934741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -934744.125000 Penalty: 4408.138672
	Iteration 22Q: 3 clusters Score -934744.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -934751.375000 Penalty: 4408.138672
	Iteration 23Q: 3 clusters Score -934751.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -934756.000000 Penalty: 4408.138672
	Iteration 24Q: 3 clusters Score -934756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -934759.375000 Penalty: 4408.138672
	Iteration 25Q: 3 clusters Score -934759.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -934762.562500 Penalty: 4408.138672
	Iteration 26Q: 3 clusters Score -934762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -934765.687500 Penalty: 4408.138672
	Iteration 27Q: 3 clusters Score -934765.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -934769.875000 Penalty: 4408.138672
	Iteration 28Q: 3 clusters Score -934769.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -934771.937500 Penalty: 4408.138672
	Iteration 29Q: 3 clusters Score -934771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -934773.125000 Penalty: 4408.138672
	Iteration 30Q: 3 clusters Score -934773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -934775.875000 Penalty: 4408.138672
	Iteration 31Q: 3 clusters Score -934775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -934777.812500 Penalty: 4408.138672
	Iteration 32Q: 3 clusters Score -934777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -934778.312500 Penalty: 4408.138672
	Iteration 33Q: 3 clusters Score -934778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -934778.687500 Penalty: 4408.138672
	Iteration 34Q: 3 clusters Score -934778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -934778.000000 Penalty: 4408.138672
	Iteration 35Q: 3 clusters Score -934778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -934779.875000 Penalty: 4408.138672
	Iteration 36Q: 3 clusters Score -934779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -934778.875000 Penalty: 4408.138672
	Iteration 37Q: 3 clusters Score -934778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -934780.062500 Penalty: 4408.138672
	Iteration 38Q: 3 clusters Score -934780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -934781.187500 Penalty: 4408.138672
	Iteration 39Q: 3 clusters Score -934781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -934779.250000 Penalty: 4408.138672
	Iteration 40F: 3 clusters Score -934779.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Entering Unmasked Estep 
Score: -732798.687500 Penalty: 2155.112305
	Iteration 0F: 2 clusters Score -732798.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -727698.187500 Penalty: 4310.224609
	Iteration 0F: 3 clusters Score -727698.2 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -729148.875000 Penalty: 4310.224609
	Iteration 1F: 3 clusters Score -729148.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -729552.750000 Penalty: 4310.224609
	Iteration 2F: 3 clusters Score -729552.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -729866.375000 Penalty: 4310.224609
	Iteration 3F: 3 clusters Score -729866.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -730160.187500 Penalty: 4310.224609
	Iteration 4F: 3 clusters Score -730160.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -730459.562500 Penalty: 4310.224609
	Iteration 5F: 3 clusters Score -730459.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -730706.812500 Penalty: 4310.224609
	Iteration 6F: 3 clusters Score -730706.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -730930.375000 Penalty: 4310.224609
	Iteration 7Q: 3 clusters Score -730930.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -731121.000000 Penalty: 4310.224609
	Iteration 8Q: 3 clusters Score -731121 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -731299.500000 Penalty: 4310.224609
	Iteration 9Q: 3 clusters Score -731299.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -731428.875000 Penalty: 4310.224609
	Iteration 10Q: 3 clusters Score -731428.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -731538.062500 Penalty: 4310.224609
	Iteration 11Q: 3 clusters Score -731538.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -731611.812500 Penalty: 4310.224609
	Iteration 12Q: 3 clusters Score -731611.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -731665.187500 Penalty: 4310.224609
	Iteration 13Q: 3 clusters Score -731665.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -731705.875000 Penalty: 4310.224609
	Iteration 14Q: 3 clusters Score -731705.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -731739.312500 Penalty: 4310.224609
	Iteration 15Q: 3 clusters Score -731739.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -731758.437500 Penalty: 4310.224609
	Iteration 16Q: 3 clusters Score -731758.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -731776.437500 Penalty: 4310.224609
	Iteration 17Q: 3 clusters Score -731776.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -731794.187500 Penalty: 4310.224609
	Iteration 18Q: 3 clusters Score -731794.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -731801.375000 Penalty: 4310.224609
	Iteration 19Q: 3 clusters Score -731801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -731809.062500 Penalty: 4310.224609
	Iteration 20F: 3 clusters Score -731809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -731813.687500 Penalty: 4310.224609
	Iteration 21Q: 3 clusters Score -731813.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -731814.937500 Penalty: 4310.224609
	Iteration 22Q: 3 clusters Score -731814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -731815.500000 Penalty: 4310.224609
	Iteration 23Q: 3 clusters Score -731815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -731815.500000 Penalty: 4310.224609
	Iteration 24F: 3 clusters Score -731815.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -234662.734375 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -234662.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -232151.843750 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -232151.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -232558.843750 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -232558.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -232677.437500 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -232677.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -232752.468750 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -232752.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -232812.000000 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -232812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -232863.265625 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -232863.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -232924.406250 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -232924.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -233006.250000 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -233006.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -233073.281250 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -233073.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -233135.984375 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -233136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -233181.890625 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -233181.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -233208.828125 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -233208.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -233234.921875 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -233234.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -233260.515625 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -233260.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -233284.390625 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -233284.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -233297.875000 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -233297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -233309.687500 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -233309.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -233320.109375 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -233320.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -233331.921875 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -233331.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -233338.359375 Penalty: 3715.579346
	Iteration 19Q: 3 clusters Score -233338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -233340.046875 Penalty: 3715.579346
	Iteration 20F: 3 clusters Score -233340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -233342.718750 Penalty: 3715.579346
	Iteration 21Q: 3 clusters Score -233342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -233343.468750 Penalty: 3715.579346
	Iteration 22Q: 3 clusters Score -233343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -233344.937500 Penalty: 3715.579346
	Iteration 23Q: 3 clusters Score -233344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -233345.609375 Penalty: 3715.579346
	Iteration 24Q: 3 clusters Score -233345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -233345.609375 Penalty: 3715.579346
	Iteration 25F: 3 clusters Score -233345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -140894.125000 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -140894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -138812.281250 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -138812.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139164.093750 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -139164.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139299.703125 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -139299.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139432.578125 Penalty: 3506.657715
	Iteration 3F: 3 clusters Score -139432.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -139595.718750 Penalty: 3506.657715
	Iteration 4F: 3 clusters Score -139595.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -139825.156250 Penalty: 3506.657715
	Iteration 5F: 3 clusters Score -139825.2 nChanged 63
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: -140289.375000 Penalty: 3506.657715
	Iteration 6F: 3 clusters Score -140289.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -140837.031250 Penalty: 3506.657715
	Iteration 7F: 3 clusters Score -140837 nChanged 94
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: -141116.687500 Penalty: 3506.657715
	Iteration 8F: 3 clusters Score -141116.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -141268.218750 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -141268.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -141353.796875 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -141353.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -141406.734375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -141406.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -141451.234375 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -141451.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -141500.531250 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -141500.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -141526.843750 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -141526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -141564.453125 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -141564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -141596.906250 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -141596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -141617.343750 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -141617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -141620.218750 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -141620.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -141621.093750 Penalty: 3506.657715
	Iteration 19F: 3 clusters Score -141621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -141636.015625 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -141636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -141657.890625 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -141657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -141699.703125 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -141699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141739.281250 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -141739.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141739.281250 Penalty: 3506.657715
	Iteration 24F: 3 clusters Score -141739.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 13657 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12845 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 386 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147185 members 
Mstep: Class 17 contains 20648 members 
Mstep: Class 18 contains 6150 members 
Mstep: Class 19 contains 21125 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 790 members 
Entering Unmasked Estep 
Score: -42894236.000000 Penalty: 69427.945312
Splitting cluster 13 changes total score from -42894776.000000 to -42894236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Entering Unmasked Estep 
Score: -1275338.875000 Penalty: 2279.356445
	Iteration 0F: 2 clusters Score -1275339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1267799.750000 Penalty: 4558.712891
	Iteration 0F: 3 clusters Score -1267800 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1269888.625000 Penalty: 4558.712891
	Iteration 1F: 3 clusters Score -1269889 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1270204.500000 Penalty: 4558.712891
	Iteration 2F: 3 clusters Score -1270204 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1270440.625000 Penalty: 4558.712891
	Iteration 3F: 3 clusters Score -1270441 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1270601.000000 Penalty: 4558.712891
	Iteration 4Q: 3 clusters Score -1270601 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1270741.500000 Penalty: 4558.712891
	Iteration 5Q: 3 clusters Score -1270742 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1270864.750000 Penalty: 4558.712891
	Iteration 6Q: 3 clusters Score -1270865 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1271008.625000 Penalty: 4558.712891
	Iteration 7Q: 3 clusters Score -1271009 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1271168.500000 Penalty: 4558.712891
	Iteration 8Q: 3 clusters Score -1271168 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1271343.625000 Penalty: 4558.712891
	Iteration 9Q: 3 clusters Score -1271344 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1271549.000000 Penalty: 4558.712891
	Iteration 10Q: 3 clusters Score -1271549 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1271764.375000 Penalty: 4558.712891
	Iteration 11Q: 3 clusters Score -1271764 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1271990.500000 Penalty: 4558.712891
	Iteration 12Q: 3 clusters Score -1271990 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1272175.750000 Penalty: 4558.712891
	Iteration 13Q: 3 clusters Score -1272176 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1272334.375000 Penalty: 4558.712891
	Iteration 14Q: 3 clusters Score -1272334 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1272469.375000 Penalty: 4558.712891
	Iteration 15Q: 3 clusters Score -1272469 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1272583.875000 Penalty: 4558.712891
	Iteration 16Q: 3 clusters Score -1272584 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1272704.625000 Penalty: 4558.712891
	Iteration 17Q: 3 clusters Score -1272705 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1272826.500000 Penalty: 4558.712891
	Iteration 18Q: 3 clusters Score -1272826 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1272910.500000 Penalty: 4558.712891
	Iteration 19Q: 3 clusters Score -1272910 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1272980.375000 Penalty: 4558.712891
	Iteration 20F: 3 clusters Score -1272980 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1273038.125000 Penalty: 4558.712891
	Iteration 21Q: 3 clusters Score -1273038 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1273087.000000 Penalty: 4558.712891
	Iteration 22Q: 3 clusters Score -1273087 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1273135.875000 Penalty: 4558.712891
	Iteration 23Q: 3 clusters Score -1273136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1273183.500000 Penalty: 4558.712891
	Iteration 24Q: 3 clusters Score -1273184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1273219.375000 Penalty: 4558.712891
	Iteration 25Q: 3 clusters Score -1273219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1273249.250000 Penalty: 4558.712891
	Iteration 26Q: 3 clusters Score -1273249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1273268.250000 Penalty: 4558.712891
	Iteration 27Q: 3 clusters Score -1273268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1273277.750000 Penalty: 4558.712891
	Iteration 28Q: 3 clusters Score -1273278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1273296.625000 Penalty: 4558.712891
	Iteration 29Q: 3 clusters Score -1273297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1273315.250000 Penalty: 4558.712891
	Iteration 30Q: 3 clusters Score -1273315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1273332.375000 Penalty: 4558.712891
	Iteration 31Q: 3 clusters Score -1273332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1273341.875000 Penalty: 4558.712891
	Iteration 32Q: 3 clusters Score -1273342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1273352.000000 Penalty: 4558.712891
	Iteration 33Q: 3 clusters Score -1273352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1273356.875000 Penalty: 4558.712891
	Iteration 34Q: 3 clusters Score -1273357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1273364.500000 Penalty: 4558.712891
	Iteration 35Q: 3 clusters Score -1273364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1273369.375000 Penalty: 4558.712891
	Iteration 36Q: 3 clusters Score -1273369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1273372.625000 Penalty: 4558.712891
	Iteration 37Q: 3 clusters Score -1273373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1273378.000000 Penalty: 4558.712891
	Iteration 38Q: 3 clusters Score -1273378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1273385.875000 Penalty: 4558.712891
	Iteration 39Q: 3 clusters Score -1273386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1273389.500000 Penalty: 4558.712891
	Iteration 40F: 3 clusters Score -1273390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1273391.375000 Penalty: 4558.712891
	Iteration 41Q: 3 clusters Score -1273391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1273394.875000 Penalty: 4558.712891
	Iteration 42Q: 3 clusters Score -1273395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1273398.500000 Penalty: 4558.712891
	Iteration 43Q: 3 clusters Score -1273398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1273400.125000 Penalty: 4558.712891
	Iteration 44Q: 3 clusters Score -1273400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1273404.875000 Penalty: 4558.712891
	Iteration 45Q: 3 clusters Score -1273405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1273407.625000 Penalty: 4558.712891
	Iteration 46Q: 3 clusters Score -1273408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1273409.625000 Penalty: 4558.712891
	Iteration 47Q: 3 clusters Score -1273410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1273412.375000 Penalty: 4558.712891
	Iteration 48Q: 3 clusters Score -1273412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1273410.875000 Penalty: 4558.712891
	Iteration 49Q: 3 clusters Score -1273411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1273415.000000 Penalty: 4558.712891
	Iteration 50Q: 3 clusters Score -1273415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1273417.000000 Penalty: 4558.712891
	Iteration 51Q: 3 clusters Score -1273417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1273421.375000 Penalty: 4558.712891
	Iteration 52Q: 3 clusters Score -1273421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1273423.250000 Penalty: 4558.712891
	Iteration 53Q: 3 clusters Score -1273423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1273424.000000 Penalty: 4558.712891
	Iteration 54Q: 3 clusters Score -1273424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1273424.125000 Penalty: 4558.712891
	Iteration 55Q: 3 clusters Score -1273424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1273424.125000 Penalty: 4558.712891
	Iteration 56F: 3 clusters Score -1273424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Entering Unmasked Estep 
Score: -5550444.000000 Penalty: 2643.734375
	Iteration 0F: 2 clusters Score -5550444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5521918.500000 Penalty: 5287.468750
	Iteration 0F: 3 clusters Score -5521918 nChanged 19362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -5532502.500000 Penalty: 5287.468750
	Iteration 1F: 3 clusters Score -5532502 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5533141.500000 Penalty: 5287.468750
	Iteration 2Q: 3 clusters Score -5533142 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5533657.500000 Penalty: 5287.468750
	Iteration 3Q: 3 clusters Score -5533658 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -5534248.000000 Penalty: 5287.468750
	Iteration 4Q: 3 clusters Score -5534248 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -5534946.500000 Penalty: 5287.468750
	Iteration 5Q: 3 clusters Score -5534946 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -5535941.000000 Penalty: 5287.468750
	Iteration 6Q: 3 clusters Score -5535941 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5537426.000000 Penalty: 5287.468750
	Iteration 7F: 3 clusters Score -5537426 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5539505.000000 Penalty: 5287.468750
	Iteration 8F: 3 clusters Score -5539505 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -5542131.000000 Penalty: 5287.468750
	Iteration 9F: 3 clusters Score -5542131 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5544598.000000 Penalty: 5287.468750
	Iteration 10F: 3 clusters Score -5544598 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5546331.000000 Penalty: 5287.468750
	Iteration 11Q: 3 clusters Score -5546331 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5547303.500000 Penalty: 5287.468750
	Iteration 12Q: 3 clusters Score -5547304 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5547780.500000 Penalty: 5287.468750
	Iteration 13Q: 3 clusters Score -5547780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5547997.500000 Penalty: 5287.468750
	Iteration 14Q: 3 clusters Score -5547998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5548105.500000 Penalty: 5287.468750
	Iteration 15Q: 3 clusters Score -5548106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5548153.500000 Penalty: 5287.468750
	Iteration 16Q: 3 clusters Score -5548154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5548171.500000 Penalty: 5287.468750
	Iteration 17Q: 3 clusters Score -5548172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5548189.000000 Penalty: 5287.468750
	Iteration 18Q: 3 clusters Score -5548189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5548196.500000 Penalty: 5287.468750
	Iteration 19Q: 3 clusters Score -5548196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5548213.500000 Penalty: 5287.468750
	Iteration 20F: 3 clusters Score -5548214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5548218.000000 Penalty: 5287.468750
	Iteration 21Q: 3 clusters Score -5548218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5548230.500000 Penalty: 5287.468750
	Iteration 22Q: 3 clusters Score -5548230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5548234.000000 Penalty: 5287.468750
	Iteration 23Q: 3 clusters Score -5548234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5548231.000000 Penalty: 5287.468750
	Iteration 24Q: 3 clusters Score -5548231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5548232.500000 Penalty: 5287.468750
	Iteration 25Q: 3 clusters Score -5548232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5548233.000000 Penalty: 5287.468750
	Iteration 26Q: 3 clusters Score -5548233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5548233.000000 Penalty: 5287.468750
	Iteration 27F: 3 clusters Score -5548233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147185 members 
Entering Unmasked Estep 
Score: -19297502.000000 Penalty: 2951.062500
	Iteration 0F: 2 clusters Score -1.92975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -19199890.000000 Penalty: 5902.125000
	Iteration 0F: 3 clusters Score -1.919989e+07 nChanged 70133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -19240976.000000 Penalty: 5902.125000
	Iteration 1F: 3 clusters Score -1.924098e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -19242724.000000 Penalty: 5902.125000
	Iteration 2Q: 3 clusters Score -1.924272e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -19245374.000000 Penalty: 5902.125000
	Iteration 3Q: 3 clusters Score -1.924537e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -19248824.000000 Penalty: 5902.125000
	Iteration 4Q: 3 clusters Score -1.924882e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -19252464.000000 Penalty: 5902.125000
	Iteration 5F: 3 clusters Score -1.925246e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -19256502.000000 Penalty: 5902.125000
	Iteration 6F: 3 clusters Score -1.92565e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -19260908.000000 Penalty: 5902.125000
	Iteration 7F: 3 clusters Score -1.926091e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -19265252.000000 Penalty: 5902.125000
	Iteration 8F: 3 clusters Score -1.926525e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
Score: -19270012.000000 Penalty: 5902.125000
	Iteration 9F: 3 clusters Score -1.927001e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -19275130.000000 Penalty: 5902.125000
	Iteration 10F: 3 clusters Score -1.927513e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -19280982.000000 Penalty: 5902.125000
	Iteration 11F: 3 clusters Score -1.928098e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92403 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -19286354.000000 Penalty: 5902.125000
	Iteration 12Q: 3 clusters Score -1.928635e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -19289902.000000 Penalty: 5902.125000
	Iteration 13Q: 3 clusters Score -1.92899e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -19291736.000000 Penalty: 5902.125000
	Iteration 14Q: 3 clusters Score -1.929174e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -19292698.000000 Penalty: 5902.125000
	Iteration 15Q: 3 clusters Score -1.92927e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -19293328.000000 Penalty: 5902.125000
	Iteration 16Q: 3 clusters Score -1.929333e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -19293568.000000 Penalty: 5902.125000
	Iteration 17Q: 3 clusters Score -1.929357e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -19293832.000000 Penalty: 5902.125000
	Iteration 18Q: 3 clusters Score -1.929383e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -19293888.000000 Penalty: 5902.125000
	Iteration 19Q: 3 clusters Score -1.929389e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -19293956.000000 Penalty: 5902.125000
	Iteration 20F: 3 clusters Score -1.929396e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97843 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -19294012.000000 Penalty: 5902.125000
	Iteration 21Q: 3 clusters Score -1.929401e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -19294040.000000 Penalty: 5902.125000
	Iteration 22Q: 3 clusters Score -1.929404e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97698 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -19294030.000000 Penalty: 5902.125000
	Iteration 23Q: 3 clusters Score -1.929403e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -19294048.000000 Penalty: 5902.125000
	Iteration 24Q: 3 clusters Score -1.929405e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -19294056.000000 Penalty: 5902.125000
	Iteration 25Q: 3 clusters Score -1.929406e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97497 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -19294044.000000 Penalty: 5902.125000
	Iteration 26Q: 3 clusters Score -1.929404e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -19294044.000000 Penalty: 5902.125000
	Iteration 27Q: 3 clusters Score -1.929404e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -19294026.000000 Penalty: 5902.125000
	Iteration 28Q: 3 clusters Score -1.929403e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -19294042.000000 Penalty: 5902.125000
	Iteration 29Q: 3 clusters Score -1.929404e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -19294052.000000 Penalty: 5902.125000
	Iteration 30Q: 3 clusters Score -1.929405e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -19294060.000000 Penalty: 5902.125000
	Iteration 31Q: 3 clusters Score -1.929406e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -19294048.000000 Penalty: 5902.125000
	Iteration 32Q: 3 clusters Score -1.929405e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -19294060.000000 Penalty: 5902.125000
	Iteration 33Q: 3 clusters Score -1.929406e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -19294072.000000 Penalty: 5902.125000
	Iteration 34Q: 3 clusters Score -1.929407e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -19294032.000000 Penalty: 5902.125000
	Iteration 35Q: 3 clusters Score -1.929403e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -19294002.000000 Penalty: 5902.125000
	Iteration 36Q: 3 clusters Score -1.9294e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -19294034.000000 Penalty: 5902.125000
	Iteration 37Q: 3 clusters Score -1.929403e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -19294064.000000 Penalty: 5902.125000
	Iteration 38Q: 3 clusters Score -1.929406e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -19294082.000000 Penalty: 5902.125000
	Iteration 39Q: 3 clusters Score -1.929408e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -19294094.000000 Penalty: 5902.125000
	Iteration 40F: 3 clusters Score -1.929409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -19294096.000000 Penalty: 5902.125000
	Iteration 41Q: 3 clusters Score -1.92941e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -19294070.000000 Penalty: 5902.125000
	Iteration 42Q: 3 clusters Score -1.929407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -19294074.000000 Penalty: 5902.125000
	Iteration 43Q: 3 clusters Score -1.929407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -19294068.000000 Penalty: 5902.125000
	Iteration 44Q: 3 clusters Score -1.929407e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -19294036.000000 Penalty: 5902.125000
	Iteration 45Q: 3 clusters Score -1.929404e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -19294028.000000 Penalty: 5902.125000
	Iteration 46Q: 3 clusters Score -1.929403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -19294030.000000 Penalty: 5902.125000
	Iteration 47Q: 3 clusters Score -1.929403e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -19294040.000000 Penalty: 5902.125000
	Iteration 48Q: 3 clusters Score -1.929404e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96608 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -19294028.000000 Penalty: 5902.125000
	Iteration 49Q: 3 clusters Score -1.929403e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -19294042.000000 Penalty: 5902.125000
	Iteration 50Q: 3 clusters Score -1.929404e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96530 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -19294024.000000 Penalty: 5902.125000
	Iteration 51Q: 3 clusters Score -1.929402e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -19294024.000000 Penalty: 5902.125000
	Iteration 52Q: 3 clusters Score -1.929402e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -19294010.000000 Penalty: 5902.125000
	Iteration 53Q: 3 clusters Score -1.929401e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96380 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -19294000.000000 Penalty: 5902.125000
	Iteration 54Q: 3 clusters Score -1.9294e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -19294002.000000 Penalty: 5902.125000
	Iteration 55Q: 3 clusters Score -1.9294e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96302 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -19294016.000000 Penalty: 5902.125000
	Iteration 56Q: 3 clusters Score -1.929402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -19293994.000000 Penalty: 5902.125000
	Iteration 57Q: 3 clusters Score -1.929399e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -19294008.000000 Penalty: 5902.125000
	Iteration 58Q: 3 clusters Score -1.929401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -19293988.000000 Penalty: 5902.125000
	Iteration 59Q: 3 clusters Score -1.929399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -19293998.000000 Penalty: 5902.125000
	Iteration 60F: 3 clusters Score -1.9294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -19293994.000000 Penalty: 5902.125000
	Iteration 61Q: 3 clusters Score -1.929399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -19293992.000000 Penalty: 5902.125000
	Iteration 62Q: 3 clusters Score -1.929399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -19293990.000000 Penalty: 5902.125000
	Iteration 63Q: 3 clusters Score -1.929399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -19293980.000000 Penalty: 5902.125000
	Iteration 64Q: 3 clusters Score -1.929398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -19293982.000000 Penalty: 5902.125000
	Iteration 65Q: 3 clusters Score -1.929398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.929398e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.9294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -19294004.000000 Penalty: 5902.125000
	Iteration 68Q: 3 clusters Score -1.9294e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -19294002.000000 Penalty: 5902.125000
	Iteration 69Q: 3 clusters Score -1.9294e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.9294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -19294010.000000 Penalty: 5902.125000
	Iteration 71Q: 3 clusters Score -1.929401e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.9294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.929401e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -19294018.000000 Penalty: 5902.125000
	Iteration 74Q: 3 clusters Score -1.929402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -19294022.000000 Penalty: 5902.125000
	Iteration 75Q: 3 clusters Score -1.929402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95941 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -19294020.000000 Penalty: 5902.125000
	Iteration 76Q: 3 clusters Score -1.929402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -19294036.000000 Penalty: 5902.125000
	Iteration 77Q: 3 clusters Score -1.929404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -19294028.000000 Penalty: 5902.125000
	Iteration 78Q: 3 clusters Score -1.929403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -19294022.000000 Penalty: 5902.125000
	Iteration 79Q: 3 clusters Score -1.929402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -19294018.000000 Penalty: 5902.125000
	Iteration 80F: 3 clusters Score -1.929402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -19294030.000000 Penalty: 5902.125000
	Iteration 81Q: 3 clusters Score -1.929403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -19294022.000000 Penalty: 5902.125000
	Iteration 82Q: 3 clusters Score -1.929402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -19294018.000000 Penalty: 5902.125000
	Iteration 83Q: 3 clusters Score -1.929402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -19294016.000000 Penalty: 5902.125000
	Iteration 84Q: 3 clusters Score -1.929402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -19294022.000000 Penalty: 5902.125000
	Iteration 85Q: 3 clusters Score -1.929402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -19294024.000000 Penalty: 5902.125000
	Iteration 86Q: 3 clusters Score -1.929402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -19294020.000000 Penalty: 5902.125000
	Iteration 87Q: 3 clusters Score -1.929402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -19294020.000000 Penalty: 5902.125000
	Iteration 88Q: 3 clusters Score -1.929402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -19294028.000000 Penalty: 5902.125000
	Iteration 89Q: 3 clusters Score -1.929403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -19294024.000000 Penalty: 5902.125000
	Iteration 90Q: 3 clusters Score -1.929402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -19294024.000000 Penalty: 5902.125000
	Iteration 91F: 3 clusters Score -1.929402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Entering Unmasked Estep 
Score: -2700066.500000 Penalty: 2463.972656
	Iteration 0F: 2 clusters Score -2700066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2685516.500000 Penalty: 4927.945312
	Iteration 0F: 3 clusters Score -2685516 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2690505.500000 Penalty: 4927.945312
	Iteration 1F: 3 clusters Score -2690506 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2690911.000000 Penalty: 4927.945312
	Iteration 2F: 3 clusters Score -2690911 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2691240.250000 Penalty: 4927.945312
	Iteration 3Q: 3 clusters Score -2691240 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2691586.750000 Penalty: 4927.945312
	Iteration 4Q: 3 clusters Score -2691587 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2691989.500000 Penalty: 4927.945312
	Iteration 5Q: 3 clusters Score -2691990 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2692495.500000 Penalty: 4927.945312
	Iteration 6Q: 3 clusters Score -2692496 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2693152.500000 Penalty: 4927.945312
	Iteration 7F: 3 clusters Score -2693152 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2693987.750000 Penalty: 4927.945312
	Iteration 8F: 3 clusters Score -2693988 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2694917.750000 Penalty: 4927.945312
	Iteration 9F: 3 clusters Score -2694918 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2695801.000000 Penalty: 4927.945312
	Iteration 10F: 3 clusters Score -2695801 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2696563.750000 Penalty: 4927.945312
	Iteration 11Q: 3 clusters Score -2696564 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2697089.750000 Penalty: 4927.945312
	Iteration 12Q: 3 clusters Score -2697090 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2697432.500000 Penalty: 4927.945312
	Iteration 13Q: 3 clusters Score -2697432 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2697610.750000 Penalty: 4927.945312
	Iteration 14Q: 3 clusters Score -2697611 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2697716.750000 Penalty: 4927.945312
	Iteration 15Q: 3 clusters Score -2697717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2697773.250000 Penalty: 4927.945312
	Iteration 16Q: 3 clusters Score -2697773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2697821.250000 Penalty: 4927.945312
	Iteration 17Q: 3 clusters Score -2697821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2697854.000000 Penalty: 4927.945312
	Iteration 18Q: 3 clusters Score -2697854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2697866.250000 Penalty: 4927.945312
	Iteration 19Q: 3 clusters Score -2697866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2697878.500000 Penalty: 4927.945312
	Iteration 20F: 3 clusters Score -2697878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2697890.500000 Penalty: 4927.945312
	Iteration 21Q: 3 clusters Score -2697890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2697902.750000 Penalty: 4927.945312
	Iteration 22Q: 3 clusters Score -2697903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2697905.000000 Penalty: 4927.945312
	Iteration 23Q: 3 clusters Score -2697905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2697915.250000 Penalty: 4927.945312
	Iteration 24Q: 3 clusters Score -2697915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2697912.750000 Penalty: 4927.945312
	Iteration 25Q: 3 clusters Score -2697913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2697921.000000 Penalty: 4927.945312
	Iteration 26Q: 3 clusters Score -2697921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2697929.000000 Penalty: 4927.945312
	Iteration 27Q: 3 clusters Score -2697929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2697935.250000 Penalty: 4927.945312
	Iteration 28Q: 3 clusters Score -2697935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2697939.000000 Penalty: 4927.945312
	Iteration 29Q: 3 clusters Score -2697939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2697941.250000 Penalty: 4927.945312
	Iteration 30Q: 3 clusters Score -2697941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2697942.000000 Penalty: 4927.945312
	Iteration 31Q: 3 clusters Score -2697942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2697943.250000 Penalty: 4927.945312
	Iteration 32Q: 3 clusters Score -2697943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2697943.250000 Penalty: 4927.945312
	Iteration 33F: 3 clusters Score -2697943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Entering Unmasked Estep 
Score: -796766.437500 Penalty: 2163.603271
	Iteration 0F: 2 clusters Score -796766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -791452.625000 Penalty: 4327.206543
	Iteration 0F: 3 clusters Score -791452.6 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -792817.500000 Penalty: 4327.206543
	Iteration 1F: 3 clusters Score -792817.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -793108.125000 Penalty: 4327.206543
	Iteration 2F: 3 clusters Score -793108.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -793302.062500 Penalty: 4327.206543
	Iteration 3F: 3 clusters Score -793302.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -793465.687500 Penalty: 4327.206543
	Iteration 4Q: 3 clusters Score -793465.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -793590.812500 Penalty: 4327.206543
	Iteration 5Q: 3 clusters Score -793590.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -793717.625000 Penalty: 4327.206543
	Iteration 6Q: 3 clusters Score -793717.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -793841.250000 Penalty: 4327.206543
	Iteration 7Q: 3 clusters Score -793841.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -793945.125000 Penalty: 4327.206543
	Iteration 8Q: 3 clusters Score -793945.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -794047.312500 Penalty: 4327.206543
	Iteration 9Q: 3 clusters Score -794047.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -794154.062500 Penalty: 4327.206543
	Iteration 10Q: 3 clusters Score -794154.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -794247.687500 Penalty: 4327.206543
	Iteration 11Q: 3 clusters Score -794247.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -794327.500000 Penalty: 4327.206543
	Iteration 12Q: 3 clusters Score -794327.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -794395.437500 Penalty: 4327.206543
	Iteration 13Q: 3 clusters Score -794395.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -794470.000000 Penalty: 4327.206543
	Iteration 14Q: 3 clusters Score -794470 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -794554.500000 Penalty: 4327.206543
	Iteration 15Q: 3 clusters Score -794554.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -794622.312500 Penalty: 4327.206543
	Iteration 16Q: 3 clusters Score -794622.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -794680.500000 Penalty: 4327.206543
	Iteration 17Q: 3 clusters Score -794680.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -794730.187500 Penalty: 4327.206543
	Iteration 18Q: 3 clusters Score -794730.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -794777.437500 Penalty: 4327.206543
	Iteration 19Q: 3 clusters Score -794777.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -794832.000000 Penalty: 4327.206543
	Iteration 20F: 3 clusters Score -794832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -794885.250000 Penalty: 4327.206543
	Iteration 21Q: 3 clusters Score -794885.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -794925.937500 Penalty: 4327.206543
	Iteration 22Q: 3 clusters Score -794925.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -794955.437500 Penalty: 4327.206543
	Iteration 23Q: 3 clusters Score -794955.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -794975.875000 Penalty: 4327.206543
	Iteration 24Q: 3 clusters Score -794975.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -795005.687500 Penalty: 4327.206543
	Iteration 25Q: 3 clusters Score -795005.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -795032.750000 Penalty: 4327.206543
	Iteration 26Q: 3 clusters Score -795032.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -795050.687500 Penalty: 4327.206543
	Iteration 27Q: 3 clusters Score -795050.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -795060.250000 Penalty: 4327.206543
	Iteration 28Q: 3 clusters Score -795060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -795066.062500 Penalty: 4327.206543
	Iteration 29Q: 3 clusters Score -795066.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -795075.125000 Penalty: 4327.206543
	Iteration 30Q: 3 clusters Score -795075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -795081.375000 Penalty: 4327.206543
	Iteration 31Q: 3 clusters Score -795081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -795089.937500 Penalty: 4327.206543
	Iteration 32Q: 3 clusters Score -795089.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -795098.062500 Penalty: 4327.206543
	Iteration 33Q: 3 clusters Score -795098.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -795107.562500 Penalty: 4327.206543
	Iteration 34Q: 3 clusters Score -795107.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -795112.125000 Penalty: 4327.206543
	Iteration 35Q: 3 clusters Score -795112.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -795115.687500 Penalty: 4327.206543
	Iteration 36Q: 3 clusters Score -795115.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -795118.625000 Penalty: 4327.206543
	Iteration 37Q: 3 clusters Score -795118.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -795122.125000 Penalty: 4327.206543
	Iteration 38Q: 3 clusters Score -795122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -795125.437500 Penalty: 4327.206543
	Iteration 39Q: 3 clusters Score -795125.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -795131.812500 Penalty: 4327.206543
	Iteration 40F: 3 clusters Score -795131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -795136.375000 Penalty: 4327.206543
	Iteration 41Q: 3 clusters Score -795136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -795136.937500 Penalty: 4327.206543
	Iteration 42Q: 3 clusters Score -795136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -795136.437500 Penalty: 4327.206543
	Iteration 43Q: 3 clusters Score -795136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -795136.437500 Penalty: 4327.206543
	Iteration 44F: 3 clusters Score -795136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Entering Unmasked Estep 
Score: -2728015.250000 Penalty: 2469.636719
	Iteration 0F: 2 clusters Score -2728015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2713236.500000 Penalty: 4939.273438
	Iteration 0F: 3 clusters Score -2713236 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2718214.750000 Penalty: 4939.273438
	Iteration 1F: 3 clusters Score -2718215 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2718575.000000 Penalty: 4939.273438
	Iteration 2F: 3 clusters Score -2718575 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2718845.500000 Penalty: 4939.273438
	Iteration 3Q: 3 clusters Score -2718846 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2719074.750000 Penalty: 4939.273438
	Iteration 4Q: 3 clusters Score -2719075 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2719274.500000 Penalty: 4939.273438
	Iteration 5Q: 3 clusters Score -2719274 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2719498.500000 Penalty: 4939.273438
	Iteration 6Q: 3 clusters Score -2719498 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2719673.750000 Penalty: 4939.273438
	Iteration 7Q: 3 clusters Score -2719674 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2719890.500000 Penalty: 4939.273438
	Iteration 8Q: 3 clusters Score -2719890 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2720111.500000 Penalty: 4939.273438
	Iteration 9Q: 3 clusters Score -2720112 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2720366.000000 Penalty: 4939.273438
	Iteration 10Q: 3 clusters Score -2720366 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2720660.750000 Penalty: 4939.273438
	Iteration 11Q: 3 clusters Score -2720661 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2721017.250000 Penalty: 4939.273438
	Iteration 12Q: 3 clusters Score -2721017 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2721435.750000 Penalty: 4939.273438
	Iteration 13Q: 3 clusters Score -2721436 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2721942.000000 Penalty: 4939.273438
	Iteration 14Q: 3 clusters Score -2721942 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2722597.000000 Penalty: 4939.273438
	Iteration 15Q: 3 clusters Score -2722597 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2723324.750000 Penalty: 4939.273438
	Iteration 16Q: 3 clusters Score -2723325 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2723994.250000 Penalty: 4939.273438
	Iteration 17Q: 3 clusters Score -2723994 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2724505.250000 Penalty: 4939.273438
	Iteration 18Q: 3 clusters Score -2724505 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2724837.000000 Penalty: 4939.273438
	Iteration 19Q: 3 clusters Score -2724837 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2725059.500000 Penalty: 4939.273438
	Iteration 20F: 3 clusters Score -2725060 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2725206.500000 Penalty: 4939.273438
	Iteration 21Q: 3 clusters Score -2725206 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2725368.250000 Penalty: 4939.273438
	Iteration 22Q: 3 clusters Score -2725368 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2725471.750000 Penalty: 4939.273438
	Iteration 23Q: 3 clusters Score -2725472 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2725555.250000 Penalty: 4939.273438
	Iteration 24Q: 3 clusters Score -2725555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2725626.000000 Penalty: 4939.273438
	Iteration 25Q: 3 clusters Score -2725626 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2725667.500000 Penalty: 4939.273438
	Iteration 26Q: 3 clusters Score -2725668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2725715.750000 Penalty: 4939.273438
	Iteration 27Q: 3 clusters Score -2725716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2725742.750000 Penalty: 4939.273438
	Iteration 28Q: 3 clusters Score -2725743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2725766.750000 Penalty: 4939.273438
	Iteration 29Q: 3 clusters Score -2725767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2725794.000000 Penalty: 4939.273438
	Iteration 30Q: 3 clusters Score -2725794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2725822.250000 Penalty: 4939.273438
	Iteration 31Q: 3 clusters Score -2725822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2725846.750000 Penalty: 4939.273438
	Iteration 32Q: 3 clusters Score -2725847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2725872.500000 Penalty: 4939.273438
	Iteration 33Q: 3 clusters Score -2725872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2725894.750000 Penalty: 4939.273438
	Iteration 34Q: 3 clusters Score -2725895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2725901.250000 Penalty: 4939.273438
	Iteration 35Q: 3 clusters Score -2725901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2725916.750000 Penalty: 4939.273438
	Iteration 36Q: 3 clusters Score -2725917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2725926.500000 Penalty: 4939.273438
	Iteration 37Q: 3 clusters Score -2725926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2725931.750000 Penalty: 4939.273438
	Iteration 38Q: 3 clusters Score -2725932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2725943.250000 Penalty: 4939.273438
	Iteration 39Q: 3 clusters Score -2725943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2725951.000000 Penalty: 4939.273438
	Iteration 40F: 3 clusters Score -2725951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2725953.000000 Penalty: 4939.273438
	Iteration 41Q: 3 clusters Score -2725953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2725950.000000 Penalty: 4939.273438
	Iteration 42Q: 3 clusters Score -2725950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2725949.500000 Penalty: 4939.273438
	Iteration 43Q: 3 clusters Score -2725950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2725950.000000 Penalty: 4939.273438
	Iteration 44Q: 3 clusters Score -2725950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2725953.500000 Penalty: 4939.273438
	Iteration 45Q: 3 clusters Score -2725954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2725953.500000 Penalty: 4939.273438
	Iteration 46Q: 3 clusters Score -2725954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2725953.500000 Penalty: 4939.273438
	Iteration 47F: 3 clusters Score -2725954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Entering Unmasked Estep 
Score: -2793160.500000 Penalty: 2475.070801
	Iteration 0F: 2 clusters Score -2793160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2777955.500000 Penalty: 4950.141602
	Iteration 0F: 3 clusters Score -2777956 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2783194.000000 Penalty: 4950.141602
	Iteration 1F: 3 clusters Score -2783194 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2783670.750000 Penalty: 4950.141602
	Iteration 2F: 3 clusters Score -2783671 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2784229.750000 Penalty: 4950.141602
	Iteration 3Q: 3 clusters Score -2784230 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2784825.250000 Penalty: 4950.141602
	Iteration 4Q: 3 clusters Score -2784825 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2785574.500000 Penalty: 4950.141602
	Iteration 5Q: 3 clusters Score -2785574 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2786513.500000 Penalty: 4950.141602
	Iteration 6F: 3 clusters Score -2786514 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2787619.250000 Penalty: 4950.141602
	Iteration 7F: 3 clusters Score -2787619 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2788707.500000 Penalty: 4950.141602
	Iteration 8F: 3 clusters Score -2788708 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2789574.750000 Penalty: 4950.141602
	Iteration 9F: 3 clusters Score -2789575 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2790205.250000 Penalty: 4950.141602
	Iteration 10F: 3 clusters Score -2790205 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2790603.750000 Penalty: 4950.141602
	Iteration 11Q: 3 clusters Score -2790604 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2790892.250000 Penalty: 4950.141602
	Iteration 12Q: 3 clusters Score -2790892 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2791095.500000 Penalty: 4950.141602
	Iteration 13Q: 3 clusters Score -2791096 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2791249.250000 Penalty: 4950.141602
	Iteration 14Q: 3 clusters Score -2791249 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2791367.250000 Penalty: 4950.141602
	Iteration 15Q: 3 clusters Score -2791367 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2791462.250000 Penalty: 4950.141602
	Iteration 16Q: 3 clusters Score -2791462 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2791565.250000 Penalty: 4950.141602
	Iteration 17Q: 3 clusters Score -2791565 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2791642.500000 Penalty: 4950.141602
	Iteration 18Q: 3 clusters Score -2791642 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2791737.000000 Penalty: 4950.141602
	Iteration 19Q: 3 clusters Score -2791737 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2791849.750000 Penalty: 4950.141602
	Iteration 20F: 3 clusters Score -2791850 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2792000.500000 Penalty: 4950.141602
	Iteration 21Q: 3 clusters Score -2792000 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2792172.250000 Penalty: 4950.141602
	Iteration 22Q: 3 clusters Score -2792172 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2792402.500000 Penalty: 4950.141602
	Iteration 23Q: 3 clusters Score -2792402 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2792688.500000 Penalty: 4950.141602
	Iteration 24Q: 3 clusters Score -2792688 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2792964.750000 Penalty: 4950.141602
	Iteration 25Q: 3 clusters Score -2792965 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2793199.000000 Penalty: 4950.141602
	Iteration 26Q: 3 clusters Score -2793199 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2793366.500000 Penalty: 4950.141602
	Iteration 27Q: 3 clusters Score -2793366 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2793482.000000 Penalty: 4950.141602
	Iteration 28Q: 3 clusters Score -2793482 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2793557.000000 Penalty: 4950.141602
	Iteration 29Q: 3 clusters Score -2793557 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2793596.500000 Penalty: 4950.141602
	Iteration 30Q: 3 clusters Score -2793596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2793639.250000 Penalty: 4950.141602
	Iteration 31Q: 3 clusters Score -2793639 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2793677.750000 Penalty: 4950.141602
	Iteration 32Q: 3 clusters Score -2793678 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2793699.000000 Penalty: 4950.141602
	Iteration 33Q: 3 clusters Score -2793699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2793715.750000 Penalty: 4950.141602
	Iteration 34Q: 3 clusters Score -2793716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2793724.750000 Penalty: 4950.141602
	Iteration 35Q: 3 clusters Score -2793725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2793718.500000 Penalty: 4950.141602
	Iteration 36Q: 3 clusters Score -2793718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2793729.000000 Penalty: 4950.141602
	Iteration 37Q: 3 clusters Score -2793729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2793724.250000 Penalty: 4950.141602
	Iteration 38Q: 3 clusters Score -2793724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2793728.750000 Penalty: 4950.141602
	Iteration 39Q: 3 clusters Score -2793729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2793736.750000 Penalty: 4950.141602
	Iteration 40F: 3 clusters Score -2793737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2793738.750000 Penalty: 4950.141602
	Iteration 41Q: 3 clusters Score -2793739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2793734.750000 Penalty: 4950.141602
	Iteration 42Q: 3 clusters Score -2793735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2793740.500000 Penalty: 4950.141602
	Iteration 43Q: 3 clusters Score -2793740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2793737.000000 Penalty: 4950.141602
	Iteration 44Q: 3 clusters Score -2793737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2793739.000000 Penalty: 4950.141602
	Iteration 45Q: 3 clusters Score -2793739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2793737.250000 Penalty: 4950.141602
	Iteration 46Q: 3 clusters Score -2793737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2793737.500000 Penalty: 4950.141602
	Iteration 47Q: 3 clusters Score -2793738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2793735.250000 Penalty: 4950.141602
	Iteration 48Q: 3 clusters Score -2793735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2793745.000000 Penalty: 4950.141602
	Iteration 49Q: 3 clusters Score -2793745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2793742.000000 Penalty: 4950.141602
	Iteration 50Q: 3 clusters Score -2793742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2793741.750000 Penalty: 4950.141602
	Iteration 51Q: 3 clusters Score -2793742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2793740.750000 Penalty: 4950.141602
	Iteration 52Q: 3 clusters Score -2793741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2793745.000000 Penalty: 4950.141602
	Iteration 53Q: 3 clusters Score -2793745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2793742.500000 Penalty: 4950.141602
	Iteration 54Q: 3 clusters Score -2793742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2793744.500000 Penalty: 4950.141602
	Iteration 55Q: 3 clusters Score -2793744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2793743.500000 Penalty: 4950.141602
	Iteration 56Q: 3 clusters Score -2793744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2793747.000000 Penalty: 4950.141602
	Iteration 57Q: 3 clusters Score -2793747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2793742.000000 Penalty: 4950.141602
	Iteration 58Q: 3 clusters Score -2793742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2793745.000000 Penalty: 4950.141602
	Iteration 59Q: 3 clusters Score -2793745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2793744.000000 Penalty: 4950.141602
	Iteration 60F: 3 clusters Score -2793744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 13657 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12845 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147185 members 
Mstep: Class 17 contains 20648 members 
Mstep: Class 18 contains 6150 members 
Mstep: Class 19 contains 21125 members 
Mstep: Class 20 contains 16497 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 5096 members 
Entering Unmasked Estep 
Score: -42894600.000000 Penalty: 69427.945312
Splitting cluster 20 changes total score from -42894776.000000 to -42894600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -60987.730469 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -60987.73 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 258 members 
Entering Unmasked Estep 
Score: -59491.359375 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -59491.36 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59829.421875 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -59829.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60078.296875 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -60078.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60193.636719 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -60193.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -60354.726562 Penalty: 3113.215088
	Iteration 4F: 3 clusters Score -60354.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -60468.523438 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -60468.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -60521.300781 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -60521.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -60554.796875 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -60554.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -60584.523438 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -60584.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -60618.054688 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -60618.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -60621.539062 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -60621.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -60625.750000 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -60625.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -60625.750000 Penalty: 3113.215088
	Iteration 12F: 3 clusters Score -60625.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 13657 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12845 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 147185 members 
Mstep: Class 17 contains 20648 members 
Mstep: Class 18 contains 6150 members 
Mstep: Class 19 contains 21125 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894768.000000 Penalty: 66272.132812
Iteration 319Q: 22 clusters Score -4.289477e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 13659 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42627 members 
Mstep: Class 16 contains 147191 members 
Mstep: Class 17 contains 20647 members 
Mstep: Class 18 contains 6153 members 
Mstep: Class 19 contains 21113 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894812.000000 Penalty: 66272.132812
Iteration 320F: 22 clusters Score -4.289481e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 13659 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12845 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7239 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 147191 members 
Mstep: Class 17 contains 20650 members 
Mstep: Class 18 contains 6155 members 
Mstep: Class 19 contains 21107 members 
Mstep: Class 20 contains 21592 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894808.000000 Penalty: 66272.132812
Iteration 321Q: 22 clusters Score -4.289481e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13662 members 
Mstep: Class 5 contains 5408 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12844 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42624 members 
Mstep: Class 16 contains 147191 members 
Mstep: Class 17 contains 20647 members 
Mstep: Class 18 contains 6153 members 
Mstep: Class 19 contains 21100 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894792.000000 Penalty: 66272.132812
Iteration 322Q: 22 clusters Score -4.289479e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3094 members 
Mstep: Class 3 contains 3148 members 
Mstep: Class 4 contains 13668 members 
Mstep: Class 5 contains 5403 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42624 members 
Mstep: Class 16 contains 147195 members 
Mstep: Class 17 contains 20647 members 
Mstep: Class 18 contains 6153 members 
Mstep: Class 19 contains 21088 members 
Mstep: Class 20 contains 21594 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894772.000000 Penalty: 66272.132812
Iteration 323Q: 22 clusters Score -4.289477e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13686 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12841 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42624 members 
Mstep: Class 16 contains 147196 members 
Mstep: Class 17 contains 20647 members 
Mstep: Class 18 contains 6156 members 
Mstep: Class 19 contains 21070 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894776.000000 Penalty: 66272.132812
Iteration 324Q: 22 clusters Score -4.289478e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 13704 members 
Mstep: Class 5 contains 5393 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12839 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42624 members 
Mstep: Class 16 contains 147198 members 
Mstep: Class 17 contains 20645 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 21054 members 
Mstep: Class 20 contains 21595 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894824.000000 Penalty: 66272.132812
Iteration 325Q: 22 clusters Score -4.289482e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 13713 members 
Mstep: Class 5 contains 5387 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12837 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 42622 members 
Mstep: Class 16 contains 147201 members 
Mstep: Class 17 contains 20650 members 
Mstep: Class 18 contains 6161 members 
Mstep: Class 19 contains 21034 members 
Mstep: Class 20 contains 21595 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894820.000000 Penalty: 66272.132812
Iteration 326Q: 22 clusters Score -4.289482e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 13721 members 
Mstep: Class 5 contains 5382 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12836 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42621 members 
Mstep: Class 16 contains 147203 members 
Mstep: Class 17 contains 20649 members 
Mstep: Class 18 contains 6161 members 
Mstep: Class 19 contains 21023 members 
Mstep: Class 20 contains 21598 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894820.000000 Penalty: 66272.132812
Iteration 327Q: 22 clusters Score -4.289482e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 13725 members 
Mstep: Class 5 contains 5379 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42619 members 
Mstep: Class 16 contains 147211 members 
Mstep: Class 17 contains 20646 members 
Mstep: Class 18 contains 6164 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 21598 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894844.000000 Penalty: 66272.132812
Iteration 328Q: 22 clusters Score -4.289484e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 13739 members 
Mstep: Class 5 contains 5376 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42618 members 
Mstep: Class 16 contains 147223 members 
Mstep: Class 17 contains 20641 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 19 contains 20993 members 
Mstep: Class 20 contains 21597 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894860.000000 Penalty: 66272.132812
Iteration 329Q: 22 clusters Score -4.289486e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 13752 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 12830 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 5935 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 42620 members 
Mstep: Class 16 contains 147227 members 
Mstep: Class 17 contains 20641 members 
Mstep: Class 18 contains 6167 members 
Mstep: Class 19 contains 20975 members 
Mstep: Class 20 contains 21597 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894900.000000 Penalty: 66272.132812
Iteration 330Q: 22 clusters Score -4.28949e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 13760 members 
Mstep: Class 5 contains 5368 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42622 members 
Mstep: Class 16 contains 147224 members 
Mstep: Class 17 contains 20643 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 20966 members 
Mstep: Class 20 contains 21596 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894936.000000 Penalty: 66272.132812
Iteration 331Q: 22 clusters Score -4.289494e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 13769 members 
Mstep: Class 5 contains 5365 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7228 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42621 members 
Mstep: Class 16 contains 147226 members 
Mstep: Class 17 contains 20642 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 20951 members 
Mstep: Class 20 contains 21597 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894872.000000 Penalty: 66272.132812
Iteration 332Q: 22 clusters Score -4.289487e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3177 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13767 members 
Mstep: Class 5 contains 5360 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 12825 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42622 members 
Mstep: Class 16 contains 147236 members 
Mstep: Class 17 contains 20644 members 
Mstep: Class 18 contains 6167 members 
Mstep: Class 19 contains 20936 members 
Mstep: Class 20 contains 21597 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894912.000000 Penalty: 66272.132812
Iteration 333Q: 22 clusters Score -4.289491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13773 members 
Mstep: Class 5 contains 5358 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 12825 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42620 members 
Mstep: Class 16 contains 147241 members 
Mstep: Class 17 contains 20642 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 20929 members 
Mstep: Class 20 contains 21596 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894912.000000 Penalty: 66272.132812
Iteration 334Q: 22 clusters Score -4.289491e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3185 members 
Mstep: Class 3 contains 3147 members 
Mstep: Class 4 contains 13776 members 
Mstep: Class 5 contains 5355 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42621 members 
Mstep: Class 16 contains 147241 members 
Mstep: Class 17 contains 20643 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20920 members 
Mstep: Class 20 contains 21596 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894924.000000 Penalty: 66272.132812
Iteration 335Q: 22 clusters Score -4.289492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 3147 members 
Mstep: Class 4 contains 13776 members 
Mstep: Class 5 contains 5353 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42620 members 
Mstep: Class 16 contains 147249 members 
Mstep: Class 17 contains 20641 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 21598 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894904.000000 Penalty: 66272.132812
Iteration 336Q: 22 clusters Score -4.28949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3189 members 
Mstep: Class 3 contains 3148 members 
Mstep: Class 4 contains 13778 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12830 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42620 members 
Mstep: Class 16 contains 147251 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20909 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894932.000000 Penalty: 66272.132812
Iteration 337Q: 22 clusters Score -4.289493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13783 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42620 members 
Mstep: Class 16 contains 147251 members 
Mstep: Class 17 contains 20637 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20900 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894932.000000 Penalty: 66272.132812
Iteration 338Q: 22 clusters Score -4.289493e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12832 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42619 members 
Mstep: Class 16 contains 147250 members 
Mstep: Class 17 contains 20636 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20890 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894928.000000 Penalty: 66272.132812
Iteration 339Q: 22 clusters Score -4.289493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12832 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42619 members 
Mstep: Class 16 contains 147250 members 
Mstep: Class 17 contains 20634 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20883 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894916.000000 Penalty: 66272.132812
Iteration 340F: 22 clusters Score -4.289492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 13796 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12832 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42619 members 
Mstep: Class 16 contains 147251 members 
Mstep: Class 17 contains 20634 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20876 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894924.000000 Penalty: 66272.132812
Iteration 341Q: 22 clusters Score -4.289492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 13799 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42617 members 
Mstep: Class 16 contains 147250 members 
Mstep: Class 17 contains 20634 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20873 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894936.000000 Penalty: 66272.132812
Iteration 342Q: 22 clusters Score -4.289494e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13802 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42615 members 
Mstep: Class 16 contains 147252 members 
Mstep: Class 17 contains 20636 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894964.000000 Penalty: 66272.132812
Iteration 343Q: 22 clusters Score -4.289496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13809 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42614 members 
Mstep: Class 16 contains 147251 members 
Mstep: Class 17 contains 20635 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20864 members 
Mstep: Class 20 contains 21599 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894924.000000 Penalty: 66272.132812
Iteration 344Q: 22 clusters Score -4.289492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13811 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42615 members 
Mstep: Class 16 contains 147251 members 
Mstep: Class 17 contains 20636 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20862 members 
Mstep: Class 20 contains 21599 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894936.000000 Penalty: 66272.132812
Iteration 345Q: 22 clusters Score -4.289494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13812 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42615 members 
Mstep: Class 16 contains 147251 members 
Mstep: Class 17 contains 20637 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20857 members 
Mstep: Class 20 contains 21599 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894924.000000 Penalty: 66272.132812
Iteration 346Q: 22 clusters Score -4.289492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13815 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42615 members 
Mstep: Class 16 contains 147251 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20852 members 
Mstep: Class 20 contains 21599 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894928.000000 Penalty: 66272.132812
Iteration 347Q: 22 clusters Score -4.289493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 13815 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147253 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20849 members 
Mstep: Class 20 contains 21599 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894880.000000 Penalty: 66272.132812
Iteration 348Q: 22 clusters Score -4.289488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13816 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147252 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20849 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894896.000000 Penalty: 66272.132812
Iteration 349Q: 22 clusters Score -4.28949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13817 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147253 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20848 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894880.000000 Penalty: 66272.132812
Iteration 350Q: 22 clusters Score -4.289488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147254 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894872.000000 Penalty: 66272.132812
Iteration 351Q: 22 clusters Score -4.289487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147254 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20845 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894880.000000 Penalty: 66272.132812
Iteration 352Q: 22 clusters Score -4.289488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147256 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894876.000000 Penalty: 66272.132812
Iteration 353Q: 22 clusters Score -4.289488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147257 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894892.000000 Penalty: 66272.132812
Iteration 354Q: 22 clusters Score -4.289489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147258 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 21600 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894888.000000 Penalty: 66272.132812
Iteration 355Q: 22 clusters Score -4.289489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147257 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894884.000000 Penalty: 66272.132812
Iteration 356Q: 22 clusters Score -4.289488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147257 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894884.000000 Penalty: 66272.132812
Iteration 357F: 22 clusters Score -4.289488e+07 nChanged 0
Entering ConstructFrom: 
Score: -42894884.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -21556.324219 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -21556.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20529.279297 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -20529.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20640.832031 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -20640.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20698.251953 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -20698.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20714.138672 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -20714.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20714.138672 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -20714.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -416785.468750 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -416785.5 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 1629 members 
Entering Unmasked Estep 
Score: -413402.937500 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -413402.9 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -414076.375000 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -414076.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -414212.218750 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -414212.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -414280.281250 Penalty: 4005.334717
	Iteration 3Q: 3 clusters Score -414280.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -414319.500000 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -414319.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -414352.531250 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -414352.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -414377.968750 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -414378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -414395.937500 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -414395.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -414413.781250 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -414413.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -414427.531250 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -414427.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -414440.687500 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -414440.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -414454.312500 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -414454.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -414461.500000 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -414461.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -414468.343750 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -414468.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -414473.218750 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -414473.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -414477.875000 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -414477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -414480.406250 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -414480.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -414483.250000 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -414483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -414485.406250 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -414485.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -414488.468750 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -414488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -414490.968750 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -414491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -414490.937500 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -414490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -414491.781250 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -414491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -414491.718750 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -414491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -414492.812500 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -414492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -414492.937500 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -414492.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -414492.937500 Penalty: 4005.334717
	Iteration 26F: 3 clusters Score -414492.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -390909.250000 Penalty: 1997.285034
	Iteration 0F: 2 clusters Score -390909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -387552.343750 Penalty: 3994.570068
	Iteration 0F: 3 clusters Score -387552.3 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -388233.093750 Penalty: 3994.570068
	Iteration 1F: 3 clusters Score -388233.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -388390.125000 Penalty: 3994.570068
	Iteration 2F: 3 clusters Score -388390.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -388495.093750 Penalty: 3994.570068
	Iteration 3Q: 3 clusters Score -388495.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -388564.343750 Penalty: 3994.570068
	Iteration 4Q: 3 clusters Score -388564.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -388612.437500 Penalty: 3994.570068
	Iteration 5Q: 3 clusters Score -388612.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -388647.125000 Penalty: 3994.570068
	Iteration 6Q: 3 clusters Score -388647.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -388676.000000 Penalty: 3994.570068
	Iteration 7Q: 3 clusters Score -388676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -388691.406250 Penalty: 3994.570068
	Iteration 8Q: 3 clusters Score -388691.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -388699.187500 Penalty: 3994.570068
	Iteration 9Q: 3 clusters Score -388699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -388706.093750 Penalty: 3994.570068
	Iteration 10Q: 3 clusters Score -388706.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -388719.406250 Penalty: 3994.570068
	Iteration 11Q: 3 clusters Score -388719.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -388728.968750 Penalty: 3994.570068
	Iteration 12Q: 3 clusters Score -388729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -388740.781250 Penalty: 3994.570068
	Iteration 13Q: 3 clusters Score -388740.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -388750.312500 Penalty: 3994.570068
	Iteration 14Q: 3 clusters Score -388750.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -388764.781250 Penalty: 3994.570068
	Iteration 15Q: 3 clusters Score -388764.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -388775.218750 Penalty: 3994.570068
	Iteration 16Q: 3 clusters Score -388775.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -388781.468750 Penalty: 3994.570068
	Iteration 17Q: 3 clusters Score -388781.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -388788.031250 Penalty: 3994.570068
	Iteration 18Q: 3 clusters Score -388788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -388793.593750 Penalty: 3994.570068
	Iteration 19Q: 3 clusters Score -388793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -388795.406250 Penalty: 3994.570068
	Iteration 20F: 3 clusters Score -388795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -388796.500000 Penalty: 3994.570068
	Iteration 21Q: 3 clusters Score -388796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -388797.406250 Penalty: 3994.570068
	Iteration 22Q: 3 clusters Score -388797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -388799.187500 Penalty: 3994.570068
	Iteration 23Q: 3 clusters Score -388799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -388801.187500 Penalty: 3994.570068
	Iteration 24Q: 3 clusters Score -388801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -388802.812500 Penalty: 3994.570068
	Iteration 25Q: 3 clusters Score -388802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -388805.843750 Penalty: 3994.570068
	Iteration 26Q: 3 clusters Score -388805.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -388808.468750 Penalty: 3994.570068
	Iteration 27Q: 3 clusters Score -388808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -388810.656250 Penalty: 3994.570068
	Iteration 28Q: 3 clusters Score -388810.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -388813.437500 Penalty: 3994.570068
	Iteration 29Q: 3 clusters Score -388813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -388813.750000 Penalty: 3994.570068
	Iteration 30Q: 3 clusters Score -388813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -388815.906250 Penalty: 3994.570068
	Iteration 31Q: 3 clusters Score -388815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -388816.312500 Penalty: 3994.570068
	Iteration 32Q: 3 clusters Score -388816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -388817.281250 Penalty: 3994.570068
	Iteration 33Q: 3 clusters Score -388817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -388816.906250 Penalty: 3994.570068
	Iteration 34Q: 3 clusters Score -388816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -388817.812500 Penalty: 3994.570068
	Iteration 35Q: 3 clusters Score -388817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -388817.812500 Penalty: 3994.570068
	Iteration 36F: 3 clusters Score -388817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Entering Unmasked Estep 
Score: -1705453.500000 Penalty: 2364.382324
	Iteration 0F: 2 clusters Score -1705454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1695345.125000 Penalty: 4728.764648
	Iteration 0F: 3 clusters Score -1695345 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1698430.875000 Penalty: 4728.764648
	Iteration 1F: 3 clusters Score -1698431 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1698759.000000 Penalty: 4728.764648
	Iteration 2F: 3 clusters Score -1698759 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1699017.250000 Penalty: 4728.764648
	Iteration 3Q: 3 clusters Score -1699017 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1699220.875000 Penalty: 4728.764648
	Iteration 4Q: 3 clusters Score -1699221 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1699408.750000 Penalty: 4728.764648
	Iteration 5Q: 3 clusters Score -1699409 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1699569.750000 Penalty: 4728.764648
	Iteration 6Q: 3 clusters Score -1699570 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1699737.500000 Penalty: 4728.764648
	Iteration 7Q: 3 clusters Score -1699738 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1699927.250000 Penalty: 4728.764648
	Iteration 8Q: 3 clusters Score -1699927 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1700124.000000 Penalty: 4728.764648
	Iteration 9Q: 3 clusters Score -1700124 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1700347.500000 Penalty: 4728.764648
	Iteration 10Q: 3 clusters Score -1700348 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1700636.125000 Penalty: 4728.764648
	Iteration 11Q: 3 clusters Score -1700636 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1700991.000000 Penalty: 4728.764648
	Iteration 12Q: 3 clusters Score -1700991 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1701392.000000 Penalty: 4728.764648
	Iteration 13Q: 3 clusters Score -1701392 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1701789.375000 Penalty: 4728.764648
	Iteration 14Q: 3 clusters Score -1701789 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1702151.375000 Penalty: 4728.764648
	Iteration 15Q: 3 clusters Score -1702151 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1702434.875000 Penalty: 4728.764648
	Iteration 16Q: 3 clusters Score -1702435 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1702670.000000 Penalty: 4728.764648
	Iteration 17Q: 3 clusters Score -1702670 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1702837.625000 Penalty: 4728.764648
	Iteration 18Q: 3 clusters Score -1702838 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1702933.125000 Penalty: 4728.764648
	Iteration 19Q: 3 clusters Score -1702933 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1703022.625000 Penalty: 4728.764648
	Iteration 20F: 3 clusters Score -1703023 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1703084.750000 Penalty: 4728.764648
	Iteration 21Q: 3 clusters Score -1703085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1703144.875000 Penalty: 4728.764648
	Iteration 22Q: 3 clusters Score -1703145 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1703196.125000 Penalty: 4728.764648
	Iteration 23Q: 3 clusters Score -1703196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1703240.375000 Penalty: 4728.764648
	Iteration 24Q: 3 clusters Score -1703240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1703267.250000 Penalty: 4728.764648
	Iteration 25Q: 3 clusters Score -1703267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1703274.250000 Penalty: 4728.764648
	Iteration 26Q: 3 clusters Score -1703274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1703284.125000 Penalty: 4728.764648
	Iteration 27Q: 3 clusters Score -1703284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1703292.250000 Penalty: 4728.764648
	Iteration 28Q: 3 clusters Score -1703292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1703300.125000 Penalty: 4728.764648
	Iteration 29Q: 3 clusters Score -1703300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1703314.875000 Penalty: 4728.764648
	Iteration 30Q: 3 clusters Score -1703315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1703319.750000 Penalty: 4728.764648
	Iteration 31Q: 3 clusters Score -1703320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1703330.000000 Penalty: 4728.764648
	Iteration 32Q: 3 clusters Score -1703330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1703335.750000 Penalty: 4728.764648
	Iteration 33Q: 3 clusters Score -1703336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1703337.375000 Penalty: 4728.764648
	Iteration 34Q: 3 clusters Score -1703337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1703345.125000 Penalty: 4728.764648
	Iteration 35Q: 3 clusters Score -1703345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1703348.500000 Penalty: 4728.764648
	Iteration 36Q: 3 clusters Score -1703348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1703349.750000 Penalty: 4728.764648
	Iteration 37Q: 3 clusters Score -1703350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1703350.875000 Penalty: 4728.764648
	Iteration 38Q: 3 clusters Score -1703351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1703354.000000 Penalty: 4728.764648
	Iteration 39Q: 3 clusters Score -1703354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1703360.000000 Penalty: 4728.764648
	Iteration 40F: 3 clusters Score -1703360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1703365.375000 Penalty: 4728.764648
	Iteration 41Q: 3 clusters Score -1703365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1703371.625000 Penalty: 4728.764648
	Iteration 42Q: 3 clusters Score -1703372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1703371.375000 Penalty: 4728.764648
	Iteration 43Q: 3 clusters Score -1703371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1703373.250000 Penalty: 4728.764648
	Iteration 44Q: 3 clusters Score -1703373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1703376.125000 Penalty: 4728.764648
	Iteration 45Q: 3 clusters Score -1703376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1703374.750000 Penalty: 4728.764648
	Iteration 46Q: 3 clusters Score -1703375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1703377.750000 Penalty: 4728.764648
	Iteration 47Q: 3 clusters Score -1703378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1703378.000000 Penalty: 4728.764648
	Iteration 48Q: 3 clusters Score -1703378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1703383.625000 Penalty: 4728.764648
	Iteration 49Q: 3 clusters Score -1703384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1703389.000000 Penalty: 4728.764648
	Iteration 50Q: 3 clusters Score -1703389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1703392.000000 Penalty: 4728.764648
	Iteration 51Q: 3 clusters Score -1703392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1703393.375000 Penalty: 4728.764648
	Iteration 52Q: 3 clusters Score -1703393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1703395.875000 Penalty: 4728.764648
	Iteration 53Q: 3 clusters Score -1703396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1703397.500000 Penalty: 4728.764648
	Iteration 54Q: 3 clusters Score -1703398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1703398.875000 Penalty: 4728.764648
	Iteration 55Q: 3 clusters Score -1703399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1703402.000000 Penalty: 4728.764648
	Iteration 56Q: 3 clusters Score -1703402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1703402.375000 Penalty: 4728.764648
	Iteration 57Q: 3 clusters Score -1703402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1703402.375000 Penalty: 4728.764648
	Iteration 58F: 3 clusters Score -1703402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -642798.312500 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -642798.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -638045.000000 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -638045 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -639277.375000 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -639277.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -639537.562500 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -639537.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -639709.875000 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -639709.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -639816.062500 Penalty: 4257.622559
	Iteration 4Q: 3 clusters Score -639816.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -639883.375000 Penalty: 4257.622559
	Iteration 5Q: 3 clusters Score -639883.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -639953.687500 Penalty: 4257.622559
	Iteration 6Q: 3 clusters Score -639953.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -640014.625000 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -640014.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -640079.437500 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -640079.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -640145.812500 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -640145.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -640202.562500 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -640202.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -640251.625000 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -640251.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -640296.812500 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -640296.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -640335.187500 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -640335.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -640374.125000 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -640374.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -640412.312500 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -640412.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -640444.437500 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -640444.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -640481.437500 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -640481.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -640519.187500 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -640519.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -640562.312500 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -640562.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -640604.375000 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -640604.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -640640.062500 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -640640.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -640676.250000 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -640676.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -640713.000000 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -640713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -640741.437500 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -640741.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -640766.750000 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -640766.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -640791.750000 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -640791.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -640817.125000 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -640817.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -640831.812500 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -640831.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -640848.250000 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -640848.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -640865.875000 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -640865.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -640885.625000 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -640885.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -640909.375000 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -640909.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -640934.000000 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -640934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -640953.750000 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -640953.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -640971.187500 Penalty: 4257.622559
	Iteration 35Q: 3 clusters Score -640971.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -640990.937500 Penalty: 4257.622559
	Iteration 36Q: 3 clusters Score -640990.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -641011.250000 Penalty: 4257.622559
	Iteration 37Q: 3 clusters Score -641011.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -641025.500000 Penalty: 4257.622559
	Iteration 38Q: 3 clusters Score -641025.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -641039.062500 Penalty: 4257.622559
	Iteration 39Q: 3 clusters Score -641039.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -641054.562500 Penalty: 4257.622559
	Iteration 40F: 3 clusters Score -641054.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -641066.062500 Penalty: 4257.622559
	Iteration 41Q: 3 clusters Score -641066.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -641071.500000 Penalty: 4257.622559
	Iteration 42Q: 3 clusters Score -641071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -641078.500000 Penalty: 4257.622559
	Iteration 43Q: 3 clusters Score -641078.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -641087.500000 Penalty: 4257.622559
	Iteration 44Q: 3 clusters Score -641087.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -641094.000000 Penalty: 4257.622559
	Iteration 45Q: 3 clusters Score -641094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -641103.875000 Penalty: 4257.622559
	Iteration 46Q: 3 clusters Score -641103.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -641114.812500 Penalty: 4257.622559
	Iteration 47Q: 3 clusters Score -641114.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -641123.187500 Penalty: 4257.622559
	Iteration 48Q: 3 clusters Score -641123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -641128.812500 Penalty: 4257.622559
	Iteration 49Q: 3 clusters Score -641128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -641132.312500 Penalty: 4257.622559
	Iteration 50Q: 3 clusters Score -641132.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -641135.000000 Penalty: 4257.622559
	Iteration 51Q: 3 clusters Score -641135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -641134.937500 Penalty: 4257.622559
	Iteration 52Q: 3 clusters Score -641134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -641135.250000 Penalty: 4257.622559
	Iteration 53Q: 3 clusters Score -641135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -641136.625000 Penalty: 4257.622559
	Iteration 54Q: 3 clusters Score -641136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -641141.812500 Penalty: 4257.622559
	Iteration 55Q: 3 clusters Score -641141.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -641147.750000 Penalty: 4257.622559
	Iteration 56Q: 3 clusters Score -641147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -641150.187500 Penalty: 4257.622559
	Iteration 57Q: 3 clusters Score -641150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -641152.312500 Penalty: 4257.622559
	Iteration 58Q: 3 clusters Score -641152.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -641153.312500 Penalty: 4257.622559
	Iteration 59Q: 3 clusters Score -641153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -641156.375000 Penalty: 4257.622559
	Iteration 60F: 3 clusters Score -641156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -641157.187500 Penalty: 4257.622559
	Iteration 61Q: 3 clusters Score -641157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -641159.937500 Penalty: 4257.622559
	Iteration 62Q: 3 clusters Score -641159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -641162.000000 Penalty: 4257.622559
	Iteration 63Q: 3 clusters Score -641162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -641162.875000 Penalty: 4257.622559
	Iteration 64Q: 3 clusters Score -641162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -641163.062500 Penalty: 4257.622559
	Iteration 65Q: 3 clusters Score -641163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -641163.125000 Penalty: 4257.622559
	Iteration 66Q: 3 clusters Score -641163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -641163.125000 Penalty: 4257.622559
	Iteration 67F: 3 clusters Score -641163.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -98351.765625 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -98351.77 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 417 members 
Entering Unmasked Estep 
Score: -96730.546875 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -96730.55 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97062.414062 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -97062.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97149.023438 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -97149.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -97201.703125 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -97201.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -97270.937500 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -97270.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97314.507812 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -97314.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97341.687500 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -97341.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -97361.578125 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -97361.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -97398.968750 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -97398.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -97431.968750 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -97431.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -97450.398438 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -97450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -97460.507812 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -97460.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -97467.335938 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -97467.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -97472.054688 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -97472.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -97476.726562 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -97476.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -97479.109375 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -97479.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -97479.109375 Penalty: 3338.584961
	Iteration 16F: 3 clusters Score -97479.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Entering Unmasked Estep 
Score: -953016.625000 Penalty: 2205.163086
	Iteration 0F: 2 clusters Score -953016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -947079.875000 Penalty: 4410.326172
	Iteration 0F: 3 clusters Score -947079.9 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -948573.750000 Penalty: 4410.326172
	Iteration 1F: 3 clusters Score -948573.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -948794.562500 Penalty: 4410.326172
	Iteration 2F: 3 clusters Score -948794.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -948930.250000 Penalty: 4410.326172
	Iteration 3Q: 3 clusters Score -948930.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -949035.625000 Penalty: 4410.326172
	Iteration 4Q: 3 clusters Score -949035.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -949118.062500 Penalty: 4410.326172
	Iteration 5Q: 3 clusters Score -949118.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -949185.437500 Penalty: 4410.326172
	Iteration 6Q: 3 clusters Score -949185.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -949253.250000 Penalty: 4410.326172
	Iteration 7Q: 3 clusters Score -949253.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -949311.187500 Penalty: 4410.326172
	Iteration 8Q: 3 clusters Score -949311.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -949351.437500 Penalty: 4410.326172
	Iteration 9Q: 3 clusters Score -949351.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -949387.125000 Penalty: 4410.326172
	Iteration 10Q: 3 clusters Score -949387.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -949425.312500 Penalty: 4410.326172
	Iteration 11Q: 3 clusters Score -949425.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -949479.000000 Penalty: 4410.326172
	Iteration 12Q: 3 clusters Score -949479 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -949541.750000 Penalty: 4410.326172
	Iteration 13Q: 3 clusters Score -949541.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -949608.250000 Penalty: 4410.326172
	Iteration 14Q: 3 clusters Score -949608.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -949678.625000 Penalty: 4410.326172
	Iteration 15Q: 3 clusters Score -949678.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -949760.875000 Penalty: 4410.326172
	Iteration 16Q: 3 clusters Score -949760.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -949849.000000 Penalty: 4410.326172
	Iteration 17Q: 3 clusters Score -949849 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -949959.187500 Penalty: 4410.326172
	Iteration 18Q: 3 clusters Score -949959.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -950097.437500 Penalty: 4410.326172
	Iteration 19Q: 3 clusters Score -950097.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -950256.062500 Penalty: 4410.326172
	Iteration 20F: 3 clusters Score -950256.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -950407.250000 Penalty: 4410.326172
	Iteration 21Q: 3 clusters Score -950407.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -950549.437500 Penalty: 4410.326172
	Iteration 22Q: 3 clusters Score -950549.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -950669.125000 Penalty: 4410.326172
	Iteration 23Q: 3 clusters Score -950669.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -950761.687500 Penalty: 4410.326172
	Iteration 24Q: 3 clusters Score -950761.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -950850.687500 Penalty: 4410.326172
	Iteration 25Q: 3 clusters Score -950850.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -950917.750000 Penalty: 4410.326172
	Iteration 26Q: 3 clusters Score -950917.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -950973.062500 Penalty: 4410.326172
	Iteration 27Q: 3 clusters Score -950973.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -951005.375000 Penalty: 4410.326172
	Iteration 28Q: 3 clusters Score -951005.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -951026.312500 Penalty: 4410.326172
	Iteration 29Q: 3 clusters Score -951026.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -951034.812500 Penalty: 4410.326172
	Iteration 30Q: 3 clusters Score -951034.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -951048.875000 Penalty: 4410.326172
	Iteration 31Q: 3 clusters Score -951048.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -951056.062500 Penalty: 4410.326172
	Iteration 32Q: 3 clusters Score -951056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -951057.250000 Penalty: 4410.326172
	Iteration 33Q: 3 clusters Score -951057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -951059.375000 Penalty: 4410.326172
	Iteration 34Q: 3 clusters Score -951059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -951060.625000 Penalty: 4410.326172
	Iteration 35Q: 3 clusters Score -951060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -951062.875000 Penalty: 4410.326172
	Iteration 36Q: 3 clusters Score -951062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -951062.437500 Penalty: 4410.326172
	Iteration 37Q: 3 clusters Score -951062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -951064.000000 Penalty: 4410.326172
	Iteration 38Q: 3 clusters Score -951064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -951064.000000 Penalty: 4410.326172
	Iteration 39F: 3 clusters Score -951064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Entering Unmasked Estep 
Score: -1692246.750000 Penalty: 2346.062988
	Iteration 0F: 2 clusters Score -1692247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1682802.750000 Penalty: 4692.125977
	Iteration 0F: 3 clusters Score -1682803 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1685647.750000 Penalty: 4692.125977
	Iteration 1F: 3 clusters Score -1685648 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1685964.875000 Penalty: 4692.125977
	Iteration 2F: 3 clusters Score -1685965 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1686217.625000 Penalty: 4692.125977
	Iteration 3Q: 3 clusters Score -1686218 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1686449.625000 Penalty: 4692.125977
	Iteration 4Q: 3 clusters Score -1686450 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1686658.000000 Penalty: 4692.125977
	Iteration 5Q: 3 clusters Score -1686658 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1686923.875000 Penalty: 4692.125977
	Iteration 6Q: 3 clusters Score -1686924 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1687249.750000 Penalty: 4692.125977
	Iteration 7Q: 3 clusters Score -1687250 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1687631.000000 Penalty: 4692.125977
	Iteration 8Q: 3 clusters Score -1687631 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1688013.375000 Penalty: 4692.125977
	Iteration 9F: 3 clusters Score -1688013 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1688362.125000 Penalty: 4692.125977
	Iteration 10Q: 3 clusters Score -1688362 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1688635.875000 Penalty: 4692.125977
	Iteration 11Q: 3 clusters Score -1688636 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1688843.875000 Penalty: 4692.125977
	Iteration 12Q: 3 clusters Score -1688844 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1688996.125000 Penalty: 4692.125977
	Iteration 13Q: 3 clusters Score -1688996 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1689111.125000 Penalty: 4692.125977
	Iteration 14Q: 3 clusters Score -1689111 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1689210.750000 Penalty: 4692.125977
	Iteration 15Q: 3 clusters Score -1689211 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1689298.750000 Penalty: 4692.125977
	Iteration 16Q: 3 clusters Score -1689299 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1689364.000000 Penalty: 4692.125977
	Iteration 17Q: 3 clusters Score -1689364 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1689452.375000 Penalty: 4692.125977
	Iteration 18Q: 3 clusters Score -1689452 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1689556.500000 Penalty: 4692.125977
	Iteration 19Q: 3 clusters Score -1689556 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1689683.000000 Penalty: 4692.125977
	Iteration 20F: 3 clusters Score -1689683 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1689849.125000 Penalty: 4692.125977
	Iteration 21Q: 3 clusters Score -1689849 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1690002.125000 Penalty: 4692.125977
	Iteration 22Q: 3 clusters Score -1690002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1690105.125000 Penalty: 4692.125977
	Iteration 23Q: 3 clusters Score -1690105 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1690179.875000 Penalty: 4692.125977
	Iteration 24Q: 3 clusters Score -1690180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1690225.000000 Penalty: 4692.125977
	Iteration 25Q: 3 clusters Score -1690225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1690263.625000 Penalty: 4692.125977
	Iteration 26Q: 3 clusters Score -1690264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1690297.000000 Penalty: 4692.125977
	Iteration 27Q: 3 clusters Score -1690297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1690329.875000 Penalty: 4692.125977
	Iteration 28Q: 3 clusters Score -1690330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1690352.250000 Penalty: 4692.125977
	Iteration 29Q: 3 clusters Score -1690352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1690373.625000 Penalty: 4692.125977
	Iteration 30Q: 3 clusters Score -1690374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1690385.250000 Penalty: 4692.125977
	Iteration 31Q: 3 clusters Score -1690385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1690396.625000 Penalty: 4692.125977
	Iteration 32Q: 3 clusters Score -1690397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1690415.000000 Penalty: 4692.125977
	Iteration 33Q: 3 clusters Score -1690415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1690423.125000 Penalty: 4692.125977
	Iteration 34Q: 3 clusters Score -1690423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1690428.500000 Penalty: 4692.125977
	Iteration 35Q: 3 clusters Score -1690428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1690436.875000 Penalty: 4692.125977
	Iteration 36Q: 3 clusters Score -1690437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1690437.375000 Penalty: 4692.125977
	Iteration 37Q: 3 clusters Score -1690437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1690439.875000 Penalty: 4692.125977
	Iteration 38Q: 3 clusters Score -1690440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1690442.500000 Penalty: 4692.125977
	Iteration 39Q: 3 clusters Score -1690442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1690443.375000 Penalty: 4692.125977
	Iteration 40F: 3 clusters Score -1690443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1690443.375000 Penalty: 4692.125977
	Iteration 41Q: 3 clusters Score -1690443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1690446.875000 Penalty: 4692.125977
	Iteration 42Q: 3 clusters Score -1690447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1690442.875000 Penalty: 4692.125977
	Iteration 43Q: 3 clusters Score -1690443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1690443.000000 Penalty: 4692.125977
	Iteration 44Q: 3 clusters Score -1690443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1690447.125000 Penalty: 4692.125977
	Iteration 45Q: 3 clusters Score -1690447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1690447.625000 Penalty: 4692.125977
	Iteration 46Q: 3 clusters Score -1690448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1690453.000000 Penalty: 4692.125977
	Iteration 47Q: 3 clusters Score -1690453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1690449.750000 Penalty: 4692.125977
	Iteration 48Q: 3 clusters Score -1690450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1690450.750000 Penalty: 4692.125977
	Iteration 49Q: 3 clusters Score -1690451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1690455.250000 Penalty: 4692.125977
	Iteration 50Q: 3 clusters Score -1690455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1690454.125000 Penalty: 4692.125977
	Iteration 51Q: 3 clusters Score -1690454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1690453.625000 Penalty: 4692.125977
	Iteration 52Q: 3 clusters Score -1690454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1690454.000000 Penalty: 4692.125977
	Iteration 53Q: 3 clusters Score -1690454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1690454.375000 Penalty: 4692.125977
	Iteration 54Q: 3 clusters Score -1690454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1690456.250000 Penalty: 4692.125977
	Iteration 55Q: 3 clusters Score -1690456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1690456.250000 Penalty: 4692.125977
	Iteration 56F: 3 clusters Score -1690456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -481276.125000 Penalty: 2042.303833
	Iteration 0F: 2 clusters Score -481276.1 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 1877 members 
Entering Unmasked Estep 
Score: -477540.968750 Penalty: 4084.607666
	Iteration 0F: 3 clusters Score -477541 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -478248.093750 Penalty: 4084.607666
	Iteration 1F: 3 clusters Score -478248.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -478426.218750 Penalty: 4084.607666
	Iteration 2F: 3 clusters Score -478426.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -478566.281250 Penalty: 4084.607666
	Iteration 3F: 3 clusters Score -478566.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -478659.781250 Penalty: 4084.607666
	Iteration 4Q: 3 clusters Score -478659.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -478738.125000 Penalty: 4084.607666
	Iteration 5Q: 3 clusters Score -478738.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -478815.406250 Penalty: 4084.607666
	Iteration 6Q: 3 clusters Score -478815.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -478884.156250 Penalty: 4084.607666
	Iteration 7Q: 3 clusters Score -478884.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -478954.406250 Penalty: 4084.607666
	Iteration 8Q: 3 clusters Score -478954.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -479014.812500 Penalty: 4084.607666
	Iteration 9Q: 3 clusters Score -479014.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -479079.437500 Penalty: 4084.607666
	Iteration 10Q: 3 clusters Score -479079.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -479139.312500 Penalty: 4084.607666
	Iteration 11Q: 3 clusters Score -479139.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -479206.562500 Penalty: 4084.607666
	Iteration 12Q: 3 clusters Score -479206.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -479280.156250 Penalty: 4084.607666
	Iteration 13Q: 3 clusters Score -479280.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -479320.593750 Penalty: 4084.607666
	Iteration 14Q: 3 clusters Score -479320.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -479357.500000 Penalty: 4084.607666
	Iteration 15Q: 3 clusters Score -479357.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -479390.281250 Penalty: 4084.607666
	Iteration 16Q: 3 clusters Score -479390.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -479415.468750 Penalty: 4084.607666
	Iteration 17Q: 3 clusters Score -479415.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -479444.968750 Penalty: 4084.607666
	Iteration 18Q: 3 clusters Score -479445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -479469.031250 Penalty: 4084.607666
	Iteration 19Q: 3 clusters Score -479469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -479488.125000 Penalty: 4084.607666
	Iteration 20F: 3 clusters Score -479488.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -479518.531250 Penalty: 4084.607666
	Iteration 21Q: 3 clusters Score -479518.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -479538.687500 Penalty: 4084.607666
	Iteration 22Q: 3 clusters Score -479538.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -479561.437500 Penalty: 4084.607666
	Iteration 23Q: 3 clusters Score -479561.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -479580.312500 Penalty: 4084.607666
	Iteration 24Q: 3 clusters Score -479580.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -479602.843750 Penalty: 4084.607666
	Iteration 25Q: 3 clusters Score -479602.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -479623.093750 Penalty: 4084.607666
	Iteration 26Q: 3 clusters Score -479623.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -479642.187500 Penalty: 4084.607666
	Iteration 27Q: 3 clusters Score -479642.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -479661.906250 Penalty: 4084.607666
	Iteration 28Q: 3 clusters Score -479661.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -479680.312500 Penalty: 4084.607666
	Iteration 29Q: 3 clusters Score -479680.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -479691.250000 Penalty: 4084.607666
	Iteration 30Q: 3 clusters Score -479691.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -479700.468750 Penalty: 4084.607666
	Iteration 31Q: 3 clusters Score -479700.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -479707.156250 Penalty: 4084.607666
	Iteration 32Q: 3 clusters Score -479707.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -479716.937500 Penalty: 4084.607666
	Iteration 33Q: 3 clusters Score -479716.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -479725.968750 Penalty: 4084.607666
	Iteration 34Q: 3 clusters Score -479726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -479730.218750 Penalty: 4084.607666
	Iteration 35Q: 3 clusters Score -479730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -479730.718750 Penalty: 4084.607666
	Iteration 36Q: 3 clusters Score -479730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -479734.875000 Penalty: 4084.607666
	Iteration 37Q: 3 clusters Score -479734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -479737.687500 Penalty: 4084.607666
	Iteration 38Q: 3 clusters Score -479737.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -479743.250000 Penalty: 4084.607666
	Iteration 39Q: 3 clusters Score -479743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -479748.875000 Penalty: 4084.607666
	Iteration 40F: 3 clusters Score -479748.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -479759.593750 Penalty: 4084.607666
	Iteration 41Q: 3 clusters Score -479759.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -479770.531250 Penalty: 4084.607666
	Iteration 42Q: 3 clusters Score -479770.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -479781.031250 Penalty: 4084.607666
	Iteration 43Q: 3 clusters Score -479781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -479789.718750 Penalty: 4084.607666
	Iteration 44Q: 3 clusters Score -479789.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -479797.968750 Penalty: 4084.607666
	Iteration 45Q: 3 clusters Score -479798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -479800.843750 Penalty: 4084.607666
	Iteration 46Q: 3 clusters Score -479800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -479803.125000 Penalty: 4084.607666
	Iteration 47Q: 3 clusters Score -479803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -479805.125000 Penalty: 4084.607666
	Iteration 48Q: 3 clusters Score -479805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -479807.750000 Penalty: 4084.607666
	Iteration 49Q: 3 clusters Score -479807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -479810.187500 Penalty: 4084.607666
	Iteration 50Q: 3 clusters Score -479810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -479813.125000 Penalty: 4084.607666
	Iteration 51Q: 3 clusters Score -479813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -479814.875000 Penalty: 4084.607666
	Iteration 52Q: 3 clusters Score -479814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -479815.750000 Penalty: 4084.607666
	Iteration 53Q: 3 clusters Score -479815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -479815.750000 Penalty: 4084.607666
	Iteration 54F: 3 clusters Score -479815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Entering Unmasked Estep 
Score: -934057.125000 Penalty: 2203.417725
	Iteration 0F: 2 clusters Score -934057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -928083.500000 Penalty: 4406.835449
	Iteration 0F: 3 clusters Score -928083.5 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -929714.312500 Penalty: 4406.835449
	Iteration 1F: 3 clusters Score -929714.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -930026.125000 Penalty: 4406.835449
	Iteration 2F: 3 clusters Score -930026.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -930318.562500 Penalty: 4406.835449
	Iteration 3F: 3 clusters Score -930318.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -930595.812500 Penalty: 4406.835449
	Iteration 4F: 3 clusters Score -930595.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -930920.437500 Penalty: 4406.835449
	Iteration 5F: 3 clusters Score -930920.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -931244.562500 Penalty: 4406.835449
	Iteration 6F: 3 clusters Score -931244.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -931520.125000 Penalty: 4406.835449
	Iteration 7F: 3 clusters Score -931520.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -931734.000000 Penalty: 4406.835449
	Iteration 8Q: 3 clusters Score -931734 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -931878.375000 Penalty: 4406.835449
	Iteration 9Q: 3 clusters Score -931878.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -931971.125000 Penalty: 4406.835449
	Iteration 10Q: 3 clusters Score -931971.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -932041.562500 Penalty: 4406.835449
	Iteration 11Q: 3 clusters Score -932041.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -932089.937500 Penalty: 4406.835449
	Iteration 12Q: 3 clusters Score -932089.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -932120.687500 Penalty: 4406.835449
	Iteration 13Q: 3 clusters Score -932120.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -932144.437500 Penalty: 4406.835449
	Iteration 14Q: 3 clusters Score -932144.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -932162.437500 Penalty: 4406.835449
	Iteration 15Q: 3 clusters Score -932162.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -932169.875000 Penalty: 4406.835449
	Iteration 16Q: 3 clusters Score -932169.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -932180.937500 Penalty: 4406.835449
	Iteration 17Q: 3 clusters Score -932180.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -932188.875000 Penalty: 4406.835449
	Iteration 18Q: 3 clusters Score -932188.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -932196.937500 Penalty: 4406.835449
	Iteration 19Q: 3 clusters Score -932196.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -932208.062500 Penalty: 4406.835449
	Iteration 20F: 3 clusters Score -932208.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -932217.625000 Penalty: 4406.835449
	Iteration 21Q: 3 clusters Score -932217.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -932221.937500 Penalty: 4406.835449
	Iteration 22Q: 3 clusters Score -932221.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -932227.500000 Penalty: 4406.835449
	Iteration 23Q: 3 clusters Score -932227.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -932232.375000 Penalty: 4406.835449
	Iteration 24Q: 3 clusters Score -932232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -932233.437500 Penalty: 4406.835449
	Iteration 25Q: 3 clusters Score -932233.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -932235.625000 Penalty: 4406.835449
	Iteration 26Q: 3 clusters Score -932235.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -932238.875000 Penalty: 4406.835449
	Iteration 27Q: 3 clusters Score -932238.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -932241.562500 Penalty: 4406.835449
	Iteration 28Q: 3 clusters Score -932241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -932243.562500 Penalty: 4406.835449
	Iteration 29Q: 3 clusters Score -932243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -932243.312500 Penalty: 4406.835449
	Iteration 30Q: 3 clusters Score -932243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -932244.562500 Penalty: 4406.835449
	Iteration 31Q: 3 clusters Score -932244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -932244.937500 Penalty: 4406.835449
	Iteration 32Q: 3 clusters Score -932244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -932244.937500 Penalty: 4406.835449
	Iteration 33F: 3 clusters Score -932244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -731740.437500 Penalty: 2154.736572
	Iteration 0F: 2 clusters Score -731740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -726689.937500 Penalty: 4309.473145
	Iteration 0F: 3 clusters Score -726689.9 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -728038.000000 Penalty: 4309.473145
	Iteration 1F: 3 clusters Score -728038 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -728409.000000 Penalty: 4309.473145
	Iteration 2F: 3 clusters Score -728409 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -728677.500000 Penalty: 4309.473145
	Iteration 3F: 3 clusters Score -728677.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -728878.937500 Penalty: 4309.473145
	Iteration 4F: 3 clusters Score -728878.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -729032.812500 Penalty: 4309.473145
	Iteration 5Q: 3 clusters Score -729032.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -729189.312500 Penalty: 4309.473145
	Iteration 6Q: 3 clusters Score -729189.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -729315.375000 Penalty: 4309.473145
	Iteration 7Q: 3 clusters Score -729315.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -729439.062500 Penalty: 4309.473145
	Iteration 8Q: 3 clusters Score -729439.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -729553.312500 Penalty: 4309.473145
	Iteration 9Q: 3 clusters Score -729553.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -729669.187500 Penalty: 4309.473145
	Iteration 10Q: 3 clusters Score -729669.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -729752.250000 Penalty: 4309.473145
	Iteration 11Q: 3 clusters Score -729752.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -729824.562500 Penalty: 4309.473145
	Iteration 12Q: 3 clusters Score -729824.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -729887.562500 Penalty: 4309.473145
	Iteration 13Q: 3 clusters Score -729887.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -729948.437500 Penalty: 4309.473145
	Iteration 14Q: 3 clusters Score -729948.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -730009.187500 Penalty: 4309.473145
	Iteration 15Q: 3 clusters Score -730009.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -730064.687500 Penalty: 4309.473145
	Iteration 16Q: 3 clusters Score -730064.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -730109.750000 Penalty: 4309.473145
	Iteration 17Q: 3 clusters Score -730109.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -730135.125000 Penalty: 4309.473145
	Iteration 18Q: 3 clusters Score -730135.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -730169.250000 Penalty: 4309.473145
	Iteration 19Q: 3 clusters Score -730169.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -730206.875000 Penalty: 4309.473145
	Iteration 20F: 3 clusters Score -730206.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -730244.625000 Penalty: 4309.473145
	Iteration 21Q: 3 clusters Score -730244.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -730260.375000 Penalty: 4309.473145
	Iteration 22Q: 3 clusters Score -730260.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -730270.000000 Penalty: 4309.473145
	Iteration 23Q: 3 clusters Score -730270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -730279.000000 Penalty: 4309.473145
	Iteration 24Q: 3 clusters Score -730279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -730291.625000 Penalty: 4309.473145
	Iteration 25Q: 3 clusters Score -730291.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -730306.625000 Penalty: 4309.473145
	Iteration 26Q: 3 clusters Score -730306.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -730327.125000 Penalty: 4309.473145
	Iteration 27Q: 3 clusters Score -730327.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -730348.687500 Penalty: 4309.473145
	Iteration 28Q: 3 clusters Score -730348.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -730363.812500 Penalty: 4309.473145
	Iteration 29Q: 3 clusters Score -730363.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -730375.500000 Penalty: 4309.473145
	Iteration 30Q: 3 clusters Score -730375.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -730390.625000 Penalty: 4309.473145
	Iteration 31Q: 3 clusters Score -730390.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -730403.000000 Penalty: 4309.473145
	Iteration 32Q: 3 clusters Score -730403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -730409.125000 Penalty: 4309.473145
	Iteration 33Q: 3 clusters Score -730409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -730417.062500 Penalty: 4309.473145
	Iteration 34Q: 3 clusters Score -730417.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -730423.750000 Penalty: 4309.473145
	Iteration 35Q: 3 clusters Score -730423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -730427.250000 Penalty: 4309.473145
	Iteration 36Q: 3 clusters Score -730427.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -730431.750000 Penalty: 4309.473145
	Iteration 37Q: 3 clusters Score -730431.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -730441.750000 Penalty: 4309.473145
	Iteration 38Q: 3 clusters Score -730441.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -730446.937500 Penalty: 4309.473145
	Iteration 39Q: 3 clusters Score -730446.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -730456.312500 Penalty: 4309.473145
	Iteration 40F: 3 clusters Score -730456.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -730460.312500 Penalty: 4309.473145
	Iteration 41Q: 3 clusters Score -730460.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -730471.125000 Penalty: 4309.473145
	Iteration 42Q: 3 clusters Score -730471.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -730477.500000 Penalty: 4309.473145
	Iteration 43Q: 3 clusters Score -730477.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -730481.375000 Penalty: 4309.473145
	Iteration 44Q: 3 clusters Score -730481.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -730486.000000 Penalty: 4309.473145
	Iteration 45Q: 3 clusters Score -730486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -730491.562500 Penalty: 4309.473145
	Iteration 46Q: 3 clusters Score -730491.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -730498.250000 Penalty: 4309.473145
	Iteration 47Q: 3 clusters Score -730498.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -730506.937500 Penalty: 4309.473145
	Iteration 48Q: 3 clusters Score -730506.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -730514.312500 Penalty: 4309.473145
	Iteration 49Q: 3 clusters Score -730514.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -730523.250000 Penalty: 4309.473145
	Iteration 50Q: 3 clusters Score -730523.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -730531.000000 Penalty: 4309.473145
	Iteration 51Q: 3 clusters Score -730531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -730538.937500 Penalty: 4309.473145
	Iteration 52Q: 3 clusters Score -730538.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -730549.625000 Penalty: 4309.473145
	Iteration 53Q: 3 clusters Score -730549.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -730565.875000 Penalty: 4309.473145
	Iteration 54Q: 3 clusters Score -730565.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -730580.062500 Penalty: 4309.473145
	Iteration 55Q: 3 clusters Score -730580.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -730593.500000 Penalty: 4309.473145
	Iteration 56Q: 3 clusters Score -730593.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -730609.562500 Penalty: 4309.473145
	Iteration 57Q: 3 clusters Score -730609.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -730627.437500 Penalty: 4309.473145
	Iteration 58Q: 3 clusters Score -730627.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -730649.062500 Penalty: 4309.473145
	Iteration 59Q: 3 clusters Score -730649.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -730668.000000 Penalty: 4309.473145
	Iteration 60F: 3 clusters Score -730668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -730682.500000 Penalty: 4309.473145
	Iteration 61Q: 3 clusters Score -730682.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -730692.750000 Penalty: 4309.473145
	Iteration 62Q: 3 clusters Score -730692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -730699.312500 Penalty: 4309.473145
	Iteration 63Q: 3 clusters Score -730699.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -730711.500000 Penalty: 4309.473145
	Iteration 64Q: 3 clusters Score -730711.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -730722.562500 Penalty: 4309.473145
	Iteration 65Q: 3 clusters Score -730722.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -730732.250000 Penalty: 4309.473145
	Iteration 66Q: 3 clusters Score -730732.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -730740.312500 Penalty: 4309.473145
	Iteration 67Q: 3 clusters Score -730740.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -730745.750000 Penalty: 4309.473145
	Iteration 68Q: 3 clusters Score -730745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -730754.187500 Penalty: 4309.473145
	Iteration 69Q: 3 clusters Score -730754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -730759.062500 Penalty: 4309.473145
	Iteration 70Q: 3 clusters Score -730759.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -730761.437500 Penalty: 4309.473145
	Iteration 71Q: 3 clusters Score -730761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -730761.812500 Penalty: 4309.473145
	Iteration 72Q: 3 clusters Score -730761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -730762.812500 Penalty: 4309.473145
	Iteration 73Q: 3 clusters Score -730762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -730764.000000 Penalty: 4309.473145
	Iteration 74Q: 3 clusters Score -730764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -730765.125000 Penalty: 4309.473145
	Iteration 75Q: 3 clusters Score -730765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -730766.437500 Penalty: 4309.473145
	Iteration 76Q: 3 clusters Score -730766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -730766.437500 Penalty: 4309.473145
	Iteration 77F: 3 clusters Score -730766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -234526.531250 Penalty: 1857.651367
	Iteration 0F: 2 clusters Score -234526.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -232043.140625 Penalty: 3715.302734
	Iteration 0F: 3 clusters Score -232043.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -232489.734375 Penalty: 3715.302734
	Iteration 1F: 3 clusters Score -232489.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -232610.656250 Penalty: 3715.302734
	Iteration 2F: 3 clusters Score -232610.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232687.109375 Penalty: 3715.302734
	Iteration 3Q: 3 clusters Score -232687.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -232735.734375 Penalty: 3715.302734
	Iteration 4Q: 3 clusters Score -232735.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -232778.156250 Penalty: 3715.302734
	Iteration 5Q: 3 clusters Score -232778.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -232812.843750 Penalty: 3715.302734
	Iteration 6Q: 3 clusters Score -232812.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232835.984375 Penalty: 3715.302734
	Iteration 7Q: 3 clusters Score -232836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -232869.296875 Penalty: 3715.302734
	Iteration 8Q: 3 clusters Score -232869.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -232896.218750 Penalty: 3715.302734
	Iteration 9Q: 3 clusters Score -232896.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -232911.265625 Penalty: 3715.302734
	Iteration 10Q: 3 clusters Score -232911.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -232928.156250 Penalty: 3715.302734
	Iteration 11Q: 3 clusters Score -232928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -232942.437500 Penalty: 3715.302734
	Iteration 12Q: 3 clusters Score -232942.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -232954.640625 Penalty: 3715.302734
	Iteration 13Q: 3 clusters Score -232954.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -232971.781250 Penalty: 3715.302734
	Iteration 14Q: 3 clusters Score -232971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -232982.734375 Penalty: 3715.302734
	Iteration 15Q: 3 clusters Score -232982.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -232991.375000 Penalty: 3715.302734
	Iteration 16Q: 3 clusters Score -232991.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -233000.750000 Penalty: 3715.302734
	Iteration 17Q: 3 clusters Score -233000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -233003.312500 Penalty: 3715.302734
	Iteration 18Q: 3 clusters Score -233003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -233005.187500 Penalty: 3715.302734
	Iteration 19Q: 3 clusters Score -233005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -233008.218750 Penalty: 3715.302734
	Iteration 20F: 3 clusters Score -233008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -233009.312500 Penalty: 3715.302734
	Iteration 21Q: 3 clusters Score -233009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233012.187500 Penalty: 3715.302734
	Iteration 22Q: 3 clusters Score -233012.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -233015.734375 Penalty: 3715.302734
	Iteration 23Q: 3 clusters Score -233015.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -233018.109375 Penalty: 3715.302734
	Iteration 24Q: 3 clusters Score -233018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -233018.609375 Penalty: 3715.302734
	Iteration 25Q: 3 clusters Score -233018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -233019.437500 Penalty: 3715.302734
	Iteration 26Q: 3 clusters Score -233019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233020.468750 Penalty: 3715.302734
	Iteration 27Q: 3 clusters Score -233020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233020.468750 Penalty: 3715.302734
	Iteration 28F: 3 clusters Score -233020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -140894.125000 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -140894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138903.687500 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -138903.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139313.218750 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -139313.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139554.359375 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -139554.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139726.625000 Penalty: 3506.657715
	Iteration 3F: 3 clusters Score -139726.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139820.531250 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -139820.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139953.406250 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -139953.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140158.281250 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -140158.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -140449.218750 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -140449.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140715.281250 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -140715.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -140911.640625 Penalty: 3506.657715
	Iteration 9F: 3 clusters Score -140911.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -141096.312500 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -141096.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -141247.781250 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -141247.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141400.796875 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -141400.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -141510.359375 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -141510.4 nChanged 14
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: -141572.296875 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -141572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141622.406250 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -141622.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141651.671875 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -141651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141671.531250 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -141671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141699.828125 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -141699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141725.218750 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -141725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -141731.343750 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -141731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 680 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 147257 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 496 members 
Entering Unmasked Estep 
Score: -42894332.000000 Penalty: 69427.945312
Splitting cluster 13 changes total score from -42894884.000000 to -42894332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1275607.125000 Penalty: 2279.406982
	Iteration 0F: 2 clusters Score -1275607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1268000.375000 Penalty: 4558.813965
	Iteration 0F: 3 clusters Score -1268000 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1270334.625000 Penalty: 4558.813965
	Iteration 1F: 3 clusters Score -1270335 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1270754.250000 Penalty: 4558.813965
	Iteration 2F: 3 clusters Score -1270754 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1271221.750000 Penalty: 4558.813965
	Iteration 3F: 3 clusters Score -1271222 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1271744.375000 Penalty: 4558.813965
	Iteration 4F: 3 clusters Score -1271744 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1272280.750000 Penalty: 4558.813965
	Iteration 5F: 3 clusters Score -1272281 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1272716.250000 Penalty: 4558.813965
	Iteration 6F: 3 clusters Score -1272716 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1273032.875000 Penalty: 4558.813965
	Iteration 7Q: 3 clusters Score -1273033 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1273251.250000 Penalty: 4558.813965
	Iteration 8Q: 3 clusters Score -1273251 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1273394.125000 Penalty: 4558.813965
	Iteration 9Q: 3 clusters Score -1273394 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1273479.250000 Penalty: 4558.813965
	Iteration 10Q: 3 clusters Score -1273479 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1273558.125000 Penalty: 4558.813965
	Iteration 11Q: 3 clusters Score -1273558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1273623.625000 Penalty: 4558.813965
	Iteration 12Q: 3 clusters Score -1273624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1273654.000000 Penalty: 4558.813965
	Iteration 13Q: 3 clusters Score -1273654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1273681.375000 Penalty: 4558.813965
	Iteration 14Q: 3 clusters Score -1273681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1273704.125000 Penalty: 4558.813965
	Iteration 15Q: 3 clusters Score -1273704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1273722.875000 Penalty: 4558.813965
	Iteration 16Q: 3 clusters Score -1273723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1273739.250000 Penalty: 4558.813965
	Iteration 17Q: 3 clusters Score -1273739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1273754.875000 Penalty: 4558.813965
	Iteration 18Q: 3 clusters Score -1273755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1273762.875000 Penalty: 4558.813965
	Iteration 19Q: 3 clusters Score -1273763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1273777.250000 Penalty: 4558.813965
	Iteration 20F: 3 clusters Score -1273777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1273792.625000 Penalty: 4558.813965
	Iteration 21Q: 3 clusters Score -1273793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1273804.875000 Penalty: 4558.813965
	Iteration 22Q: 3 clusters Score -1273805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1273821.000000 Penalty: 4558.813965
	Iteration 23Q: 3 clusters Score -1273821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1273829.125000 Penalty: 4558.813965
	Iteration 24Q: 3 clusters Score -1273829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1273839.250000 Penalty: 4558.813965
	Iteration 25Q: 3 clusters Score -1273839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1273845.750000 Penalty: 4558.813965
	Iteration 26Q: 3 clusters Score -1273846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1273853.500000 Penalty: 4558.813965
	Iteration 27Q: 3 clusters Score -1273854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1273857.500000 Penalty: 4558.813965
	Iteration 28Q: 3 clusters Score -1273858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1273860.750000 Penalty: 4558.813965
	Iteration 29Q: 3 clusters Score -1273861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1273858.500000 Penalty: 4558.813965
	Iteration 30Q: 3 clusters Score -1273858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1273861.250000 Penalty: 4558.813965
	Iteration 31Q: 3 clusters Score -1273861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1273862.375000 Penalty: 4558.813965
	Iteration 32Q: 3 clusters Score -1273862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1273864.500000 Penalty: 4558.813965
	Iteration 33Q: 3 clusters Score -1273864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1273864.125000 Penalty: 4558.813965
	Iteration 34Q: 3 clusters Score -1273864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1273865.500000 Penalty: 4558.813965
	Iteration 35Q: 3 clusters Score -1273866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1273866.750000 Penalty: 4558.813965
	Iteration 36Q: 3 clusters Score -1273867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1273865.000000 Penalty: 4558.813965
	Iteration 37Q: 3 clusters Score -1273865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1273865.000000 Penalty: 4558.813965
	Iteration 38F: 3 clusters Score -1273865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Entering Unmasked Estep 
Score: -5549129.000000 Penalty: 2643.676270
	Iteration 0F: 2 clusters Score -5549129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5520307.500000 Penalty: 5287.352539
	Iteration 0F: 3 clusters Score -5520308 nChanged 19659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5531143.000000 Penalty: 5287.352539
	Iteration 1F: 3 clusters Score -5531143 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5531633.500000 Penalty: 5287.352539
	Iteration 2Q: 3 clusters Score -5531634 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5532028.000000 Penalty: 5287.352539
	Iteration 3Q: 3 clusters Score -5532028 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5532339.500000 Penalty: 5287.352539
	Iteration 4Q: 3 clusters Score -5532340 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -5532630.000000 Penalty: 5287.352539
	Iteration 5Q: 3 clusters Score -5532630 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5532893.000000 Penalty: 5287.352539
	Iteration 6Q: 3 clusters Score -5532893 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -5533169.500000 Penalty: 5287.352539
	Iteration 7Q: 3 clusters Score -5533170 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -5533517.000000 Penalty: 5287.352539
	Iteration 8Q: 3 clusters Score -5533517 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -5533991.000000 Penalty: 5287.352539
	Iteration 9Q: 3 clusters Score -5533991 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5534633.000000 Penalty: 5287.352539
	Iteration 10Q: 3 clusters Score -5534633 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -5535651.500000 Penalty: 5287.352539
	Iteration 11Q: 3 clusters Score -5535652 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -5537313.500000 Penalty: 5287.352539
	Iteration 12F: 3 clusters Score -5537314 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -5539584.500000 Penalty: 5287.352539
	Iteration 13F: 3 clusters Score -5539584 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -5542132.500000 Penalty: 5287.352539
	Iteration 14F: 3 clusters Score -5542132 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5544310.500000 Penalty: 5287.352539
	Iteration 15F: 3 clusters Score -5544310 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -5545660.000000 Penalty: 5287.352539
	Iteration 16Q: 3 clusters Score -5545660 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -5546295.000000 Penalty: 5287.352539
	Iteration 17Q: 3 clusters Score -5546295 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -5546573.000000 Penalty: 5287.352539
	Iteration 18Q: 3 clusters Score -5546573 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5546741.000000 Penalty: 5287.352539
	Iteration 19Q: 3 clusters Score -5546741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5546810.000000 Penalty: 5287.352539
	Iteration 20F: 3 clusters Score -5546810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5546848.500000 Penalty: 5287.352539
	Iteration 21Q: 3 clusters Score -5546848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -5546871.000000 Penalty: 5287.352539
	Iteration 22Q: 3 clusters Score -5546871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5546886.000000 Penalty: 5287.352539
	Iteration 23Q: 3 clusters Score -5546886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5546903.000000 Penalty: 5287.352539
	Iteration 24Q: 3 clusters Score -5546903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5546910.000000 Penalty: 5287.352539
	Iteration 25Q: 3 clusters Score -5546910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -5546926.000000 Penalty: 5287.352539
	Iteration 26Q: 3 clusters Score -5546926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -5546936.000000 Penalty: 5287.352539
	Iteration 27Q: 3 clusters Score -5546936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5546940.000000 Penalty: 5287.352539
	Iteration 28Q: 3 clusters Score -5546940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -5546945.000000 Penalty: 5287.352539
	Iteration 29Q: 3 clusters Score -5546945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -5546946.500000 Penalty: 5287.352539
	Iteration 30Q: 3 clusters Score -5546946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -5546946.500000 Penalty: 5287.352539
	Iteration 31F: 3 clusters Score -5546946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147257 members 
Entering Unmasked Estep 
Score: -19306182.000000 Penalty: 2951.183838
	Iteration 0F: 2 clusters Score -1.930618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -19207866.000000 Penalty: 5902.367676
	Iteration 0F: 3 clusters Score -1.920787e+07 nChanged 70696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -19249356.000000 Penalty: 5902.367676
	Iteration 1F: 3 clusters Score -1.924936e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -19250416.000000 Penalty: 5902.367676
	Iteration 2Q: 3 clusters Score -1.925042e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -19251802.000000 Penalty: 5902.367676
	Iteration 3Q: 3 clusters Score -1.92518e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -19254172.000000 Penalty: 5902.367676
	Iteration 4Q: 3 clusters Score -1.925417e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -19257340.000000 Penalty: 5902.367676
	Iteration 5F: 3 clusters Score -1.925734e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -19262112.000000 Penalty: 5902.367676
	Iteration 6F: 3 clusters Score -1.926211e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -19268270.000000 Penalty: 5902.367676
	Iteration 7F: 3 clusters Score -1.926827e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -19275154.000000 Penalty: 5902.367676
	Iteration 8F: 3 clusters Score -1.927515e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
Score: -19282054.000000 Penalty: 5902.367676
	Iteration 9F: 3 clusters Score -1.928205e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 128535 members 
Entering Unmasked Estep 
Score: -19288882.000000 Penalty: 5902.367676
	Iteration 10F: 3 clusters Score -1.928888e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 134908 members 
Entering Unmasked Estep 
Score: -19294890.000000 Penalty: 5902.367676
	Iteration 11Q: 3 clusters Score -1.929489e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 139194 members 
Entering Unmasked Estep 
Score: -19299416.000000 Penalty: 5902.367676
	Iteration 12Q: 3 clusters Score -1.929942e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 141436 members 
Entering Unmasked Estep 
Score: -19302146.000000 Penalty: 5902.367676
	Iteration 13Q: 3 clusters Score -1.930215e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 142360 members 
Entering Unmasked Estep 
Score: -19303978.000000 Penalty: 5902.367676
	Iteration 14Q: 3 clusters Score -1.930398e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 142530 members 
Entering Unmasked Estep 
Score: -19305180.000000 Penalty: 5902.367676
	Iteration 15Q: 3 clusters Score -1.930518e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 142488 members 
Entering Unmasked Estep 
Score: -19305930.000000 Penalty: 5902.367676
	Iteration 16Q: 3 clusters Score -1.930593e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 142388 members 
Entering Unmasked Estep 
Score: -19306462.000000 Penalty: 5902.367676
	Iteration 17Q: 3 clusters Score -1.930646e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -19306946.000000 Penalty: 5902.367676
	Iteration 18Q: 3 clusters Score -1.930695e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 142188 members 
Entering Unmasked Estep 
Score: -19307518.000000 Penalty: 5902.367676
	Iteration 19Q: 3 clusters Score -1.930752e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 142104 members 
Entering Unmasked Estep 
Score: -19308366.000000 Penalty: 5902.367676
	Iteration 20F: 3 clusters Score -1.930837e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 141890 members 
Entering Unmasked Estep 
Score: -19308734.000000 Penalty: 5902.367676
	Iteration 21Q: 3 clusters Score -1.930873e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 141666 members 
Entering Unmasked Estep 
Score: -19308854.000000 Penalty: 5902.367676
	Iteration 22Q: 3 clusters Score -1.930885e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 141466 members 
Entering Unmasked Estep 
Score: -19308918.000000 Penalty: 5902.367676
	Iteration 23Q: 3 clusters Score -1.930892e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 141316 members 
Entering Unmasked Estep 
Score: -19308958.000000 Penalty: 5902.367676
	Iteration 24Q: 3 clusters Score -1.930896e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -19308984.000000 Penalty: 5902.367676
	Iteration 25Q: 3 clusters Score -1.930898e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 141098 members 
Entering Unmasked Estep 
Score: -19308970.000000 Penalty: 5902.367676
	Iteration 26Q: 3 clusters Score -1.930897e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 141045 members 
Entering Unmasked Estep 
Score: -19308974.000000 Penalty: 5902.367676
	Iteration 27Q: 3 clusters Score -1.930897e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 141004 members 
Entering Unmasked Estep 
Score: -19308974.000000 Penalty: 5902.367676
	Iteration 28Q: 3 clusters Score -1.930897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 140965 members 
Entering Unmasked Estep 
Score: -19308978.000000 Penalty: 5902.367676
	Iteration 29Q: 3 clusters Score -1.930898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -19308990.000000 Penalty: 5902.367676
	Iteration 30Q: 3 clusters Score -1.930899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -19308974.000000 Penalty: 5902.367676
	Iteration 31Q: 3 clusters Score -1.930897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 140909 members 
Entering Unmasked Estep 
Score: -19308978.000000 Penalty: 5902.367676
	Iteration 32Q: 3 clusters Score -1.930898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 140899 members 
Entering Unmasked Estep 
Score: -19308954.000000 Penalty: 5902.367676
	Iteration 33Q: 3 clusters Score -1.930895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 140891 members 
Entering Unmasked Estep 
Score: -19308954.000000 Penalty: 5902.367676
	Iteration 34Q: 3 clusters Score -1.930895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 140887 members 
Entering Unmasked Estep 
Score: -19308978.000000 Penalty: 5902.367676
	Iteration 35Q: 3 clusters Score -1.930898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 140880 members 
Entering Unmasked Estep 
Score: -19308970.000000 Penalty: 5902.367676
	Iteration 36Q: 3 clusters Score -1.930897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 140878 members 
Entering Unmasked Estep 
Score: -19308960.000000 Penalty: 5902.367676
	Iteration 37Q: 3 clusters Score -1.930896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 140877 members 
Entering Unmasked Estep 
Score: -19308956.000000 Penalty: 5902.367676
	Iteration 38Q: 3 clusters Score -1.930896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -19308960.000000 Penalty: 5902.367676
	Iteration 39Q: 3 clusters Score -1.930896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -19308960.000000 Penalty: 5902.367676
	Iteration 40F: 3 clusters Score -1.930896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 140876 members 
Entering Unmasked Estep 
Score: -42897520.000000 Penalty: 69427.945312
Splitting cluster 16 changes total score from -42894884.000000 to -42897520.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (20639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Entering Unmasked Estep 
Score: -2699019.500000 Penalty: 2463.864502
	Iteration 0F: 2 clusters Score -2699020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2684482.500000 Penalty: 4927.729004
	Iteration 0F: 3 clusters Score -2684482 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2689395.000000 Penalty: 4927.729004
	Iteration 1F: 3 clusters Score -2689395 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2689817.500000 Penalty: 4927.729004
	Iteration 2F: 3 clusters Score -2689818 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2690142.250000 Penalty: 4927.729004
	Iteration 3Q: 3 clusters Score -2690142 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2690444.750000 Penalty: 4927.729004
	Iteration 4Q: 3 clusters Score -2690445 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2690771.250000 Penalty: 4927.729004
	Iteration 5Q: 3 clusters Score -2690771 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2691221.750000 Penalty: 4927.729004
	Iteration 6Q: 3 clusters Score -2691222 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2691828.000000 Penalty: 4927.729004
	Iteration 7F: 3 clusters Score -2691828 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2692647.250000 Penalty: 4927.729004
	Iteration 8F: 3 clusters Score -2692647 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2693562.750000 Penalty: 4927.729004
	Iteration 9F: 3 clusters Score -2693563 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2694514.750000 Penalty: 4927.729004
	Iteration 10F: 3 clusters Score -2694515 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2695319.750000 Penalty: 4927.729004
	Iteration 11Q: 3 clusters Score -2695320 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2695925.250000 Penalty: 4927.729004
	Iteration 12Q: 3 clusters Score -2695925 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2696302.750000 Penalty: 4927.729004
	Iteration 13Q: 3 clusters Score -2696303 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2696540.250000 Penalty: 4927.729004
	Iteration 14Q: 3 clusters Score -2696540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2696678.750000 Penalty: 4927.729004
	Iteration 15Q: 3 clusters Score -2696679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2696770.000000 Penalty: 4927.729004
	Iteration 16Q: 3 clusters Score -2696770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2696813.750000 Penalty: 4927.729004
	Iteration 17Q: 3 clusters Score -2696814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2696842.500000 Penalty: 4927.729004
	Iteration 18Q: 3 clusters Score -2696842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2696862.250000 Penalty: 4927.729004
	Iteration 19Q: 3 clusters Score -2696862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2696886.500000 Penalty: 4927.729004
	Iteration 20F: 3 clusters Score -2696886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2696899.250000 Penalty: 4927.729004
	Iteration 21Q: 3 clusters Score -2696899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2696907.250000 Penalty: 4927.729004
	Iteration 22Q: 3 clusters Score -2696907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2696910.750000 Penalty: 4927.729004
	Iteration 23Q: 3 clusters Score -2696911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2696911.750000 Penalty: 4927.729004
	Iteration 24Q: 3 clusters Score -2696912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2696915.250000 Penalty: 4927.729004
	Iteration 25Q: 3 clusters Score -2696915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2696915.250000 Penalty: 4927.729004
	Iteration 26F: 3 clusters Score -2696915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Entering Unmasked Estep 
Score: -799175.312500 Penalty: 2164.368408
	Iteration 0F: 2 clusters Score -799175.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -793973.500000 Penalty: 4328.736816
	Iteration 0F: 3 clusters Score -793973.5 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -795383.812500 Penalty: 4328.736816
	Iteration 1F: 3 clusters Score -795383.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -795665.375000 Penalty: 4328.736816
	Iteration 2F: 3 clusters Score -795665.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -795867.937500 Penalty: 4328.736816
	Iteration 3F: 3 clusters Score -795867.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -796009.375000 Penalty: 4328.736816
	Iteration 4Q: 3 clusters Score -796009.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -796102.937500 Penalty: 4328.736816
	Iteration 5Q: 3 clusters Score -796102.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -796188.062500 Penalty: 4328.736816
	Iteration 6Q: 3 clusters Score -796188.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -796261.875000 Penalty: 4328.736816
	Iteration 7Q: 3 clusters Score -796261.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -796338.375000 Penalty: 4328.736816
	Iteration 8Q: 3 clusters Score -796338.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -796412.062500 Penalty: 4328.736816
	Iteration 9Q: 3 clusters Score -796412.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -796486.125000 Penalty: 4328.736816
	Iteration 10Q: 3 clusters Score -796486.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -796562.750000 Penalty: 4328.736816
	Iteration 11Q: 3 clusters Score -796562.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -796635.625000 Penalty: 4328.736816
	Iteration 12Q: 3 clusters Score -796635.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -796700.625000 Penalty: 4328.736816
	Iteration 13Q: 3 clusters Score -796700.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -796754.250000 Penalty: 4328.736816
	Iteration 14Q: 3 clusters Score -796754.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -796811.750000 Penalty: 4328.736816
	Iteration 15Q: 3 clusters Score -796811.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -796863.250000 Penalty: 4328.736816
	Iteration 16Q: 3 clusters Score -796863.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -796920.375000 Penalty: 4328.736816
	Iteration 17Q: 3 clusters Score -796920.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -796971.312500 Penalty: 4328.736816
	Iteration 18Q: 3 clusters Score -796971.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -797013.937500 Penalty: 4328.736816
	Iteration 19Q: 3 clusters Score -797013.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -797047.875000 Penalty: 4328.736816
	Iteration 20F: 3 clusters Score -797047.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -797077.375000 Penalty: 4328.736816
	Iteration 21Q: 3 clusters Score -797077.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -797100.687500 Penalty: 4328.736816
	Iteration 22Q: 3 clusters Score -797100.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -797119.562500 Penalty: 4328.736816
	Iteration 23Q: 3 clusters Score -797119.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -797131.500000 Penalty: 4328.736816
	Iteration 24Q: 3 clusters Score -797131.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -797135.562500 Penalty: 4328.736816
	Iteration 25Q: 3 clusters Score -797135.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -797140.562500 Penalty: 4328.736816
	Iteration 26Q: 3 clusters Score -797140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -797143.062500 Penalty: 4328.736816
	Iteration 27Q: 3 clusters Score -797143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -797146.750000 Penalty: 4328.736816
	Iteration 28Q: 3 clusters Score -797146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -797150.875000 Penalty: 4328.736816
	Iteration 29Q: 3 clusters Score -797150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -797152.500000 Penalty: 4328.736816
	Iteration 30Q: 3 clusters Score -797152.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -797154.562500 Penalty: 4328.736816
	Iteration 31Q: 3 clusters Score -797154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -797155.312500 Penalty: 4328.736816
	Iteration 32Q: 3 clusters Score -797155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -797157.437500 Penalty: 4328.736816
	Iteration 33Q: 3 clusters Score -797157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -797158.062500 Penalty: 4328.736816
	Iteration 34Q: 3 clusters Score -797158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -797160.687500 Penalty: 4328.736816
	Iteration 35Q: 3 clusters Score -797160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -797161.062500 Penalty: 4328.736816
	Iteration 36Q: 3 clusters Score -797161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -797161.062500 Penalty: 4328.736816
	Iteration 37F: 3 clusters Score -797161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Entering Unmasked Estep 
Score: -2692897.250000 Penalty: 2466.280029
	Iteration 0F: 2 clusters Score -2692897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2678412.000000 Penalty: 4932.560059
	Iteration 0F: 3 clusters Score -2678412 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2683296.000000 Penalty: 4932.560059
	Iteration 1F: 3 clusters Score -2683296 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2683889.250000 Penalty: 4932.560059
	Iteration 2F: 3 clusters Score -2683889 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2684529.000000 Penalty: 4932.560059
	Iteration 3F: 3 clusters Score -2684529 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2685118.250000 Penalty: 4932.560059
	Iteration 4F: 3 clusters Score -2685118 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2685735.750000 Penalty: 4932.560059
	Iteration 5F: 3 clusters Score -2685736 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2686394.250000 Penalty: 4932.560059
	Iteration 6Q: 3 clusters Score -2686394 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2687038.750000 Penalty: 4932.560059
	Iteration 7Q: 3 clusters Score -2687039 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2687638.500000 Penalty: 4932.560059
	Iteration 8Q: 3 clusters Score -2687638 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2688202.750000 Penalty: 4932.560059
	Iteration 9Q: 3 clusters Score -2688203 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2688694.500000 Penalty: 4932.560059
	Iteration 10Q: 3 clusters Score -2688694 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2689087.000000 Penalty: 4932.560059
	Iteration 11Q: 3 clusters Score -2689087 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2689340.500000 Penalty: 4932.560059
	Iteration 12Q: 3 clusters Score -2689340 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2689523.250000 Penalty: 4932.560059
	Iteration 13Q: 3 clusters Score -2689523 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2689678.250000 Penalty: 4932.560059
	Iteration 14Q: 3 clusters Score -2689678 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2689799.500000 Penalty: 4932.560059
	Iteration 15Q: 3 clusters Score -2689800 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2689922.250000 Penalty: 4932.560059
	Iteration 16Q: 3 clusters Score -2689922 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2690009.250000 Penalty: 4932.560059
	Iteration 17Q: 3 clusters Score -2690009 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2690098.500000 Penalty: 4932.560059
	Iteration 18Q: 3 clusters Score -2690098 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2690179.500000 Penalty: 4932.560059
	Iteration 19Q: 3 clusters Score -2690180 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2690260.500000 Penalty: 4932.560059
	Iteration 20F: 3 clusters Score -2690260 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2690318.500000 Penalty: 4932.560059
	Iteration 21Q: 3 clusters Score -2690318 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2690387.250000 Penalty: 4932.560059
	Iteration 22Q: 3 clusters Score -2690387 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2690438.000000 Penalty: 4932.560059
	Iteration 23Q: 3 clusters Score -2690438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2690464.750000 Penalty: 4932.560059
	Iteration 24Q: 3 clusters Score -2690465 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2690510.750000 Penalty: 4932.560059
	Iteration 25Q: 3 clusters Score -2690511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2690544.000000 Penalty: 4932.560059
	Iteration 26Q: 3 clusters Score -2690544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2690576.500000 Penalty: 4932.560059
	Iteration 27Q: 3 clusters Score -2690576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2690614.500000 Penalty: 4932.560059
	Iteration 28Q: 3 clusters Score -2690614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2690639.250000 Penalty: 4932.560059
	Iteration 29Q: 3 clusters Score -2690639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2690650.500000 Penalty: 4932.560059
	Iteration 30Q: 3 clusters Score -2690650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2690664.750000 Penalty: 4932.560059
	Iteration 31Q: 3 clusters Score -2690665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2690671.500000 Penalty: 4932.560059
	Iteration 32Q: 3 clusters Score -2690672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2690689.750000 Penalty: 4932.560059
	Iteration 33Q: 3 clusters Score -2690690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2690700.750000 Penalty: 4932.560059
	Iteration 34Q: 3 clusters Score -2690701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2690706.750000 Penalty: 4932.560059
	Iteration 35Q: 3 clusters Score -2690707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2690710.750000 Penalty: 4932.560059
	Iteration 36Q: 3 clusters Score -2690711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2690718.500000 Penalty: 4932.560059
	Iteration 37Q: 3 clusters Score -2690718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2690723.500000 Penalty: 4932.560059
	Iteration 38Q: 3 clusters Score -2690724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2690728.500000 Penalty: 4932.560059
	Iteration 39Q: 3 clusters Score -2690728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2690727.250000 Penalty: 4932.560059
	Iteration 40F: 3 clusters Score -2690727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2690736.250000 Penalty: 4932.560059
	Iteration 41Q: 3 clusters Score -2690736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2690736.000000 Penalty: 4932.560059
	Iteration 42Q: 3 clusters Score -2690736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2690740.000000 Penalty: 4932.560059
	Iteration 43Q: 3 clusters Score -2690740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2690742.750000 Penalty: 4932.560059
	Iteration 44Q: 3 clusters Score -2690743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2690740.000000 Penalty: 4932.560059
	Iteration 45Q: 3 clusters Score -2690740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2690743.000000 Penalty: 4932.560059
	Iteration 46Q: 3 clusters Score -2690743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2690741.000000 Penalty: 4932.560059
	Iteration 47Q: 3 clusters Score -2690741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2690744.750000 Penalty: 4932.560059
	Iteration 48Q: 3 clusters Score -2690745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2690744.750000 Penalty: 4932.560059
	Iteration 49F: 3 clusters Score -2690745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Entering Unmasked Estep 
Score: -2794177.000000 Penalty: 2475.162598
	Iteration 0F: 2 clusters Score -2794177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2779088.500000 Penalty: 4950.325195
	Iteration 0F: 3 clusters Score -2779088 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2784024.750000 Penalty: 4950.325195
	Iteration 1F: 3 clusters Score -2784025 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2784469.000000 Penalty: 4950.325195
	Iteration 2F: 3 clusters Score -2784469 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2784947.250000 Penalty: 4950.325195
	Iteration 3Q: 3 clusters Score -2784947 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2785577.250000 Penalty: 4950.325195
	Iteration 4F: 3 clusters Score -2785577 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2786459.000000 Penalty: 4950.325195
	Iteration 5F: 3 clusters Score -2786459 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2787759.250000 Penalty: 4950.325195
	Iteration 6F: 3 clusters Score -2787759 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2789248.000000 Penalty: 4950.325195
	Iteration 7F: 3 clusters Score -2789248 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2790654.500000 Penalty: 4950.325195
	Iteration 8F: 3 clusters Score -2790654 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2791735.500000 Penalty: 4950.325195
	Iteration 9F: 3 clusters Score -2791736 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2792388.500000 Penalty: 4950.325195
	Iteration 10Q: 3 clusters Score -2792388 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2792736.250000 Penalty: 4950.325195
	Iteration 11Q: 3 clusters Score -2792736 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2792895.750000 Penalty: 4950.325195
	Iteration 12Q: 3 clusters Score -2792896 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2793028.000000 Penalty: 4950.325195
	Iteration 13Q: 3 clusters Score -2793028 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2793145.250000 Penalty: 4950.325195
	Iteration 14Q: 3 clusters Score -2793145 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2793236.250000 Penalty: 4950.325195
	Iteration 15Q: 3 clusters Score -2793236 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2793306.750000 Penalty: 4950.325195
	Iteration 16Q: 3 clusters Score -2793307 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2793400.000000 Penalty: 4950.325195
	Iteration 17Q: 3 clusters Score -2793400 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2793466.500000 Penalty: 4950.325195
	Iteration 18Q: 3 clusters Score -2793466 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2793521.500000 Penalty: 4950.325195
	Iteration 19Q: 3 clusters Score -2793522 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2793588.500000 Penalty: 4950.325195
	Iteration 20F: 3 clusters Score -2793588 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2793658.750000 Penalty: 4950.325195
	Iteration 21Q: 3 clusters Score -2793659 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2793732.000000 Penalty: 4950.325195
	Iteration 22Q: 3 clusters Score -2793732 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2793820.500000 Penalty: 4950.325195
	Iteration 23Q: 3 clusters Score -2793820 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2793938.250000 Penalty: 4950.325195
	Iteration 24Q: 3 clusters Score -2793938 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2794110.000000 Penalty: 4950.325195
	Iteration 25Q: 3 clusters Score -2794110 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2794325.250000 Penalty: 4950.325195
	Iteration 26Q: 3 clusters Score -2794325 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2794526.000000 Penalty: 4950.325195
	Iteration 27Q: 3 clusters Score -2794526 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2794665.000000 Penalty: 4950.325195
	Iteration 28Q: 3 clusters Score -2794665 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2794715.000000 Penalty: 4950.325195
	Iteration 29Q: 3 clusters Score -2794715 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2794741.500000 Penalty: 4950.325195
	Iteration 30Q: 3 clusters Score -2794742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2794752.500000 Penalty: 4950.325195
	Iteration 31Q: 3 clusters Score -2794752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2794757.250000 Penalty: 4950.325195
	Iteration 32Q: 3 clusters Score -2794757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2794764.250000 Penalty: 4950.325195
	Iteration 33Q: 3 clusters Score -2794764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2794761.250000 Penalty: 4950.325195
	Iteration 34Q: 3 clusters Score -2794761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2794758.500000 Penalty: 4950.325195
	Iteration 35Q: 3 clusters Score -2794758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2794761.000000 Penalty: 4950.325195
	Iteration 36Q: 3 clusters Score -2794761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2794762.500000 Penalty: 4950.325195
	Iteration 37Q: 3 clusters Score -2794762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2794765.000000 Penalty: 4950.325195
	Iteration 38Q: 3 clusters Score -2794765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2794763.500000 Penalty: 4950.325195
	Iteration 39Q: 3 clusters Score -2794764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2794763.500000 Penalty: 4950.325195
	Iteration 40F: 3 clusters Score -2794764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 140876 members 
Mstep: Class 23 contains 16520 members 
Entering Unmasked Estep 
Score: -42897360.000000 Penalty: 72583.757812
Splitting cluster 20 changes total score from -42894884.000000 to -42897360.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 21 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -60987.730469 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -60987.73 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 268 members 
Entering Unmasked Estep 
Score: -59482.640625 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -59482.64 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59734.304688 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -59734.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59935.464844 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -59935.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60381.722656 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -60381.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60691.710938 Penalty: 3113.215088
	Iteration 4F: 3 clusters Score -60691.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60967.726562 Penalty: 3113.215088
	Iteration 5F: 3 clusters Score -60967.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61130.289062 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -61130.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61160.601562 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -61160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61168.988281 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -61168.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61168.988281 Penalty: 3113.215088
	Iteration 9F: 3 clusters Score -61168.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 140876 members 
Mstep: Class 23 contains 16520 members 
Mstep: Class 24 contains 159 members 
Entering Unmasked Estep 
Score: -42895960.000000 Penalty: 75739.578125
Splitting cluster 21 changes total score from -42894884.000000 to -42895960.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 20841 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897388.000000 Penalty: 75739.578125
Iteration 358F: 25 clusters Score -4.289739e+07 nChanged 3253
Entering ConstructFrom: 
Score: -42897388.000000 Penalty: 75739.578125
Entering ConstructFrom: 
Trying to split cluster 1 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -21556.324219 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -21556.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20488.861328 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -20488.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20583.193359 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -20583.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20601.625000 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -20601.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20614.283203 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -20614.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20627.283203 Penalty: 2637.787598
	Iteration 4Q: 3 clusters Score -20627.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20649.591797 Penalty: 2637.787598
	Iteration 5Q: 3 clusters Score -20649.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20658.294922 Penalty: 2637.787598
	Iteration 6Q: 3 clusters Score -20658.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20658.294922 Penalty: 2637.787598
	Iteration 7F: 3 clusters Score -20658.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -413640.968750 Penalty: 2000.808350
	Iteration 0F: 2 clusters Score -413641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -410290.906250 Penalty: 4001.616699
	Iteration 0F: 3 clusters Score -410290.9 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -410945.812500 Penalty: 4001.616699
	Iteration 1F: 3 clusters Score -410945.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -411084.000000 Penalty: 4001.616699
	Iteration 2F: 3 clusters Score -411084 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -411165.375000 Penalty: 4001.616699
	Iteration 3Q: 3 clusters Score -411165.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -411218.468750 Penalty: 4001.616699
	Iteration 4Q: 3 clusters Score -411218.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -411253.687500 Penalty: 4001.616699
	Iteration 5Q: 3 clusters Score -411253.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -411273.156250 Penalty: 4001.616699
	Iteration 6Q: 3 clusters Score -411273.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -411284.437500 Penalty: 4001.616699
	Iteration 7Q: 3 clusters Score -411284.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -411291.093750 Penalty: 4001.616699
	Iteration 8Q: 3 clusters Score -411291.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -411299.406250 Penalty: 4001.616699
	Iteration 9Q: 3 clusters Score -411299.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -411305.718750 Penalty: 4001.616699
	Iteration 10Q: 3 clusters Score -411305.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -411312.437500 Penalty: 4001.616699
	Iteration 11Q: 3 clusters Score -411312.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -411317.093750 Penalty: 4001.616699
	Iteration 12Q: 3 clusters Score -411317.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -411321.000000 Penalty: 4001.616699
	Iteration 13Q: 3 clusters Score -411321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -411324.625000 Penalty: 4001.616699
	Iteration 14Q: 3 clusters Score -411324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -411328.625000 Penalty: 4001.616699
	Iteration 15Q: 3 clusters Score -411328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -411331.250000 Penalty: 4001.616699
	Iteration 16Q: 3 clusters Score -411331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -411333.625000 Penalty: 4001.616699
	Iteration 17Q: 3 clusters Score -411333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -411334.531250 Penalty: 4001.616699
	Iteration 18Q: 3 clusters Score -411334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -411335.906250 Penalty: 4001.616699
	Iteration 19Q: 3 clusters Score -411335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -411336.593750 Penalty: 4001.616699
	Iteration 20F: 3 clusters Score -411336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -411339.593750 Penalty: 4001.616699
	Iteration 21Q: 3 clusters Score -411339.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -411341.718750 Penalty: 4001.616699
	Iteration 22Q: 3 clusters Score -411341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -411342.343750 Penalty: 4001.616699
	Iteration 23Q: 3 clusters Score -411342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -411343.031250 Penalty: 4001.616699
	Iteration 24Q: 3 clusters Score -411343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -411343.031250 Penalty: 4001.616699
	Iteration 25F: 3 clusters Score -411343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -391666.750000 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -391666.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -388280.843750 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -388280.8 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -388994.687500 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -388994.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -389149.000000 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -389149 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -389241.125000 Penalty: 3995.515625
	Iteration 3Q: 3 clusters Score -389241.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -389299.437500 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -389299.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -389342.812500 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -389342.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -389380.687500 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -389380.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -389408.968750 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -389409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -389425.343750 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -389425.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -389437.437500 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -389437.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -389447.968750 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -389448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -389456.093750 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -389456.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -389462.718750 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -389462.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -389474.500000 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -389474.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -389484.343750 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -389484.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -389505.843750 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -389505.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -389524.312500 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -389524.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -389540.593750 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -389540.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -389558.875000 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -389558.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -389573.593750 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -389573.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -389588.250000 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -389588.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -389606.281250 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -389606.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -389624.718750 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -389624.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -389637.593750 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -389637.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -389646.312500 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -389646.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -389655.593750 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -389655.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -389661.281250 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -389661.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -389666.750000 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -389666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -389670.718750 Penalty: 3995.515625
	Iteration 28Q: 3 clusters Score -389670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -389676.218750 Penalty: 3995.515625
	Iteration 29Q: 3 clusters Score -389676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -389680.375000 Penalty: 3995.515625
	Iteration 30Q: 3 clusters Score -389680.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -389686.468750 Penalty: 3995.515625
	Iteration 31Q: 3 clusters Score -389686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -389689.156250 Penalty: 3995.515625
	Iteration 32Q: 3 clusters Score -389689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -389689.281250 Penalty: 3995.515625
	Iteration 33Q: 3 clusters Score -389689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -389690.875000 Penalty: 3995.515625
	Iteration 34Q: 3 clusters Score -389690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -389693.406250 Penalty: 3995.515625
	Iteration 35Q: 3 clusters Score -389693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -389696.218750 Penalty: 3995.515625
	Iteration 36Q: 3 clusters Score -389696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -389696.250000 Penalty: 3995.515625
	Iteration 37Q: 3 clusters Score -389696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -389696.218750 Penalty: 3995.515625
	Iteration 38Q: 3 clusters Score -389696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -389696.218750 Penalty: 3995.515625
	Iteration 39F: 3 clusters Score -389696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Entering Unmasked Estep 
Score: -1712713.500000 Penalty: 2365.403320
	Iteration 0F: 2 clusters Score -1712714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1702529.750000 Penalty: 4730.806641
	Iteration 0F: 3 clusters Score -1702530 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1705715.250000 Penalty: 4730.806641
	Iteration 1F: 3 clusters Score -1705715 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1706056.375000 Penalty: 4730.806641
	Iteration 2F: 3 clusters Score -1706056 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1706329.000000 Penalty: 4730.806641
	Iteration 3Q: 3 clusters Score -1706329 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1706526.625000 Penalty: 4730.806641
	Iteration 4Q: 3 clusters Score -1706527 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1706716.500000 Penalty: 4730.806641
	Iteration 5Q: 3 clusters Score -1706716 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1706868.375000 Penalty: 4730.806641
	Iteration 6Q: 3 clusters Score -1706868 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1707021.250000 Penalty: 4730.806641
	Iteration 7Q: 3 clusters Score -1707021 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1707195.875000 Penalty: 4730.806641
	Iteration 8Q: 3 clusters Score -1707196 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1707419.625000 Penalty: 4730.806641
	Iteration 9Q: 3 clusters Score -1707420 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1707678.250000 Penalty: 4730.806641
	Iteration 10Q: 3 clusters Score -1707678 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1708008.625000 Penalty: 4730.806641
	Iteration 11Q: 3 clusters Score -1708009 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1708419.000000 Penalty: 4730.806641
	Iteration 12Q: 3 clusters Score -1708419 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1708872.250000 Penalty: 4730.806641
	Iteration 13Q: 3 clusters Score -1708872 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1709337.500000 Penalty: 4730.806641
	Iteration 14Q: 3 clusters Score -1709338 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1709762.750000 Penalty: 4730.806641
	Iteration 15Q: 3 clusters Score -1709763 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1710047.500000 Penalty: 4730.806641
	Iteration 16Q: 3 clusters Score -1710048 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1710245.875000 Penalty: 4730.806641
	Iteration 17Q: 3 clusters Score -1710246 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1710386.625000 Penalty: 4730.806641
	Iteration 18Q: 3 clusters Score -1710387 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1710504.750000 Penalty: 4730.806641
	Iteration 19Q: 3 clusters Score -1710505 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1710590.375000 Penalty: 4730.806641
	Iteration 20F: 3 clusters Score -1710590 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1710657.500000 Penalty: 4730.806641
	Iteration 21Q: 3 clusters Score -1710658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1710691.625000 Penalty: 4730.806641
	Iteration 22Q: 3 clusters Score -1710692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1710716.500000 Penalty: 4730.806641
	Iteration 23Q: 3 clusters Score -1710716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1710737.250000 Penalty: 4730.806641
	Iteration 24Q: 3 clusters Score -1710737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1710749.125000 Penalty: 4730.806641
	Iteration 25Q: 3 clusters Score -1710749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1710757.375000 Penalty: 4730.806641
	Iteration 26Q: 3 clusters Score -1710757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1710767.250000 Penalty: 4730.806641
	Iteration 27Q: 3 clusters Score -1710767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1710775.375000 Penalty: 4730.806641
	Iteration 28Q: 3 clusters Score -1710775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1710785.750000 Penalty: 4730.806641
	Iteration 29Q: 3 clusters Score -1710786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1710794.625000 Penalty: 4730.806641
	Iteration 30Q: 3 clusters Score -1710795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1710801.625000 Penalty: 4730.806641
	Iteration 31Q: 3 clusters Score -1710802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1710806.500000 Penalty: 4730.806641
	Iteration 32Q: 3 clusters Score -1710806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1710817.375000 Penalty: 4730.806641
	Iteration 33Q: 3 clusters Score -1710817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1710823.750000 Penalty: 4730.806641
	Iteration 34Q: 3 clusters Score -1710824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1710824.750000 Penalty: 4730.806641
	Iteration 35Q: 3 clusters Score -1710825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1710827.750000 Penalty: 4730.806641
	Iteration 36Q: 3 clusters Score -1710828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1710828.000000 Penalty: 4730.806641
	Iteration 37Q: 3 clusters Score -1710828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1710827.500000 Penalty: 4730.806641
	Iteration 38Q: 3 clusters Score -1710828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1710827.500000 Penalty: 4730.806641
	Iteration 39F: 3 clusters Score -1710828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -643617.500000 Penalty: 2129.089600
	Iteration 0F: 2 clusters Score -643617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -638928.312500 Penalty: 4258.179199
	Iteration 0F: 3 clusters Score -638928.3 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -640107.562500 Penalty: 4258.179199
	Iteration 1F: 3 clusters Score -640107.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -640406.687500 Penalty: 4258.179199
	Iteration 2F: 3 clusters Score -640406.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -640592.375000 Penalty: 4258.179199
	Iteration 3F: 3 clusters Score -640592.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -640760.500000 Penalty: 4258.179199
	Iteration 4Q: 3 clusters Score -640760.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -640898.187500 Penalty: 4258.179199
	Iteration 5Q: 3 clusters Score -640898.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -641032.250000 Penalty: 4258.179199
	Iteration 6Q: 3 clusters Score -641032.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -641150.937500 Penalty: 4258.179199
	Iteration 7Q: 3 clusters Score -641150.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -641256.687500 Penalty: 4258.179199
	Iteration 8Q: 3 clusters Score -641256.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -641350.437500 Penalty: 4258.179199
	Iteration 9Q: 3 clusters Score -641350.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -641425.000000 Penalty: 4258.179199
	Iteration 10Q: 3 clusters Score -641425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -641477.000000 Penalty: 4258.179199
	Iteration 11Q: 3 clusters Score -641477 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -641505.000000 Penalty: 4258.179199
	Iteration 12Q: 3 clusters Score -641505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -641522.875000 Penalty: 4258.179199
	Iteration 13Q: 3 clusters Score -641522.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -641541.000000 Penalty: 4258.179199
	Iteration 14Q: 3 clusters Score -641541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -641554.875000 Penalty: 4258.179199
	Iteration 15Q: 3 clusters Score -641554.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -641562.750000 Penalty: 4258.179199
	Iteration 16Q: 3 clusters Score -641562.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -641574.375000 Penalty: 4258.179199
	Iteration 17Q: 3 clusters Score -641574.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -641579.687500 Penalty: 4258.179199
	Iteration 18Q: 3 clusters Score -641579.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -641584.625000 Penalty: 4258.179199
	Iteration 19Q: 3 clusters Score -641584.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -641590.750000 Penalty: 4258.179199
	Iteration 20F: 3 clusters Score -641590.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -641593.187500 Penalty: 4258.179199
	Iteration 21Q: 3 clusters Score -641593.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -641597.562500 Penalty: 4258.179199
	Iteration 22Q: 3 clusters Score -641597.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -641601.187500 Penalty: 4258.179199
	Iteration 23Q: 3 clusters Score -641601.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -641603.875000 Penalty: 4258.179199
	Iteration 24Q: 3 clusters Score -641603.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -641606.625000 Penalty: 4258.179199
	Iteration 25Q: 3 clusters Score -641606.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -641607.625000 Penalty: 4258.179199
	Iteration 26Q: 3 clusters Score -641607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -641612.437500 Penalty: 4258.179199
	Iteration 27Q: 3 clusters Score -641612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -641615.125000 Penalty: 4258.179199
	Iteration 28Q: 3 clusters Score -641615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -641618.812500 Penalty: 4258.179199
	Iteration 29Q: 3 clusters Score -641618.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -641625.687500 Penalty: 4258.179199
	Iteration 30Q: 3 clusters Score -641625.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -641633.437500 Penalty: 4258.179199
	Iteration 31Q: 3 clusters Score -641633.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -641637.937500 Penalty: 4258.179199
	Iteration 32Q: 3 clusters Score -641637.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -641643.375000 Penalty: 4258.179199
	Iteration 33Q: 3 clusters Score -641643.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -641647.625000 Penalty: 4258.179199
	Iteration 34Q: 3 clusters Score -641647.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -641650.062500 Penalty: 4258.179199
	Iteration 35Q: 3 clusters Score -641650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -641651.500000 Penalty: 4258.179199
	Iteration 36Q: 3 clusters Score -641651.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -641653.812500 Penalty: 4258.179199
	Iteration 37Q: 3 clusters Score -641653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -641653.062500 Penalty: 4258.179199
	Iteration 38Q: 3 clusters Score -641653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -641655.187500 Penalty: 4258.179199
	Iteration 39Q: 3 clusters Score -641655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -641654.125000 Penalty: 4258.179199
	Iteration 40F: 3 clusters Score -641654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -641656.437500 Penalty: 4258.179199
	Iteration 41Q: 3 clusters Score -641656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -641656.750000 Penalty: 4258.179199
	Iteration 42Q: 3 clusters Score -641656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -641658.500000 Penalty: 4258.179199
	Iteration 43Q: 3 clusters Score -641658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -641658.562500 Penalty: 4258.179199
	Iteration 44Q: 3 clusters Score -641658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -641660.125000 Penalty: 4258.179199
	Iteration 45Q: 3 clusters Score -641660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -641661.625000 Penalty: 4258.179199
	Iteration 46Q: 3 clusters Score -641661.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -641663.625000 Penalty: 4258.179199
	Iteration 47Q: 3 clusters Score -641663.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -641667.000000 Penalty: 4258.179199
	Iteration 48Q: 3 clusters Score -641667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -641668.750000 Penalty: 4258.179199
	Iteration 49Q: 3 clusters Score -641668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -641669.750000 Penalty: 4258.179199
	Iteration 50Q: 3 clusters Score -641669.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -641672.875000 Penalty: 4258.179199
	Iteration 51Q: 3 clusters Score -641672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -641674.062500 Penalty: 4258.179199
	Iteration 52Q: 3 clusters Score -641674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -641674.937500 Penalty: 4258.179199
	Iteration 53Q: 3 clusters Score -641674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -641676.000000 Penalty: 4258.179199
	Iteration 54Q: 3 clusters Score -641676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -641676.687500 Penalty: 4258.179199
	Iteration 55Q: 3 clusters Score -641676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -641677.000000 Penalty: 4258.179199
	Iteration 56Q: 3 clusters Score -641677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -641677.875000 Penalty: 4258.179199
	Iteration 57Q: 3 clusters Score -641677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -641678.062500 Penalty: 4258.179199
	Iteration 58Q: 3 clusters Score -641678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -641680.312500 Penalty: 4258.179199
	Iteration 59Q: 3 clusters Score -641680.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -641682.687500 Penalty: 4258.179199
	Iteration 60F: 3 clusters Score -641682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -641684.312500 Penalty: 4258.179199
	Iteration 61Q: 3 clusters Score -641684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -641684.750000 Penalty: 4258.179199
	Iteration 62Q: 3 clusters Score -641684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -641685.250000 Penalty: 4258.179199
	Iteration 63Q: 3 clusters Score -641685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -641684.687500 Penalty: 4258.179199
	Iteration 64Q: 3 clusters Score -641684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -641684.062500 Penalty: 4258.179199
	Iteration 65Q: 3 clusters Score -641684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -641684.750000 Penalty: 4258.179199
	Iteration 66Q: 3 clusters Score -641684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -641686.687500 Penalty: 4258.179199
	Iteration 67Q: 3 clusters Score -641686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -641688.250000 Penalty: 4258.179199
	Iteration 68Q: 3 clusters Score -641688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -641689.187500 Penalty: 4258.179199
	Iteration 69Q: 3 clusters Score -641689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -641690.437500 Penalty: 4258.179199
	Iteration 70Q: 3 clusters Score -641690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -641690.750000 Penalty: 4258.179199
	Iteration 71Q: 3 clusters Score -641690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -641692.375000 Penalty: 4258.179199
	Iteration 72Q: 3 clusters Score -641692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -641692.875000 Penalty: 4258.179199
	Iteration 73Q: 3 clusters Score -641692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -641693.562500 Penalty: 4258.179199
	Iteration 74Q: 3 clusters Score -641693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -641695.875000 Penalty: 4258.179199
	Iteration 75Q: 3 clusters Score -641695.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -641701.000000 Penalty: 4258.179199
	Iteration 76Q: 3 clusters Score -641701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -641707.187500 Penalty: 4258.179199
	Iteration 77Q: 3 clusters Score -641707.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -641713.750000 Penalty: 4258.179199
	Iteration 78Q: 3 clusters Score -641713.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -641721.312500 Penalty: 4258.179199
	Iteration 79Q: 3 clusters Score -641721.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -641728.812500 Penalty: 4258.179199
	Iteration 80F: 3 clusters Score -641728.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -641733.187500 Penalty: 4258.179199
	Iteration 81Q: 3 clusters Score -641733.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -641738.937500 Penalty: 4258.179199
	Iteration 82Q: 3 clusters Score -641738.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -641744.750000 Penalty: 4258.179199
	Iteration 83Q: 3 clusters Score -641744.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -641752.062500 Penalty: 4258.179199
	Iteration 84Q: 3 clusters Score -641752.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -641759.375000 Penalty: 4258.179199
	Iteration 85Q: 3 clusters Score -641759.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -641767.000000 Penalty: 4258.179199
	Iteration 86Q: 3 clusters Score -641767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -641772.250000 Penalty: 4258.179199
	Iteration 87Q: 3 clusters Score -641772.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -641780.500000 Penalty: 4258.179199
	Iteration 88Q: 3 clusters Score -641780.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -641784.750000 Penalty: 4258.179199
	Iteration 89Q: 3 clusters Score -641784.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -641787.750000 Penalty: 4258.179199
	Iteration 90Q: 3 clusters Score -641787.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -641792.062500 Penalty: 4258.179199
	Iteration 91Q: 3 clusters Score -641792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -641797.812500 Penalty: 4258.179199
	Iteration 92Q: 3 clusters Score -641797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -641802.062500 Penalty: 4258.179199
	Iteration 93Q: 3 clusters Score -641802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -641805.625000 Penalty: 4258.179199
	Iteration 94Q: 3 clusters Score -641805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -641811.375000 Penalty: 4258.179199
	Iteration 95Q: 3 clusters Score -641811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -641814.687500 Penalty: 4258.179199
	Iteration 96Q: 3 clusters Score -641814.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -641817.812500 Penalty: 4258.179199
	Iteration 97Q: 3 clusters Score -641817.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -641820.312500 Penalty: 4258.179199
	Iteration 98Q: 3 clusters Score -641820.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -641823.937500 Penalty: 4258.179199
	Iteration 99Q: 3 clusters Score -641823.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -641829.250000 Penalty: 4258.179199
	Iteration 100F: 3 clusters Score -641829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -641830.375000 Penalty: 4258.179199
	Iteration 101Q: 3 clusters Score -641830.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -641833.062500 Penalty: 4258.179199
	Iteration 102Q: 3 clusters Score -641833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -641836.500000 Penalty: 4258.179199
	Iteration 103Q: 3 clusters Score -641836.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -641838.000000 Penalty: 4258.179199
	Iteration 104Q: 3 clusters Score -641838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -641843.625000 Penalty: 4258.179199
	Iteration 105Q: 3 clusters Score -641843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -641848.937500 Penalty: 4258.179199
	Iteration 106Q: 3 clusters Score -641848.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -641853.625000 Penalty: 4258.179199
	Iteration 107Q: 3 clusters Score -641853.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -641859.062500 Penalty: 4258.179199
	Iteration 108Q: 3 clusters Score -641859.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -641862.062500 Penalty: 4258.179199
	Iteration 109Q: 3 clusters Score -641862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -641864.000000 Penalty: 4258.179199
	Iteration 110Q: 3 clusters Score -641864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -641866.812500 Penalty: 4258.179199
	Iteration 111Q: 3 clusters Score -641866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -641866.500000 Penalty: 4258.179199
	Iteration 112Q: 3 clusters Score -641866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -641868.875000 Penalty: 4258.179199
	Iteration 113Q: 3 clusters Score -641868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -641872.187500 Penalty: 4258.179199
	Iteration 114Q: 3 clusters Score -641872.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -641875.250000 Penalty: 4258.179199
	Iteration 115Q: 3 clusters Score -641875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -641878.062500 Penalty: 4258.179199
	Iteration 116Q: 3 clusters Score -641878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -641879.437500 Penalty: 4258.179199
	Iteration 117Q: 3 clusters Score -641879.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -641881.437500 Penalty: 4258.179199
	Iteration 118Q: 3 clusters Score -641881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -641884.000000 Penalty: 4258.179199
	Iteration 119Q: 3 clusters Score -641884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -641882.937500 Penalty: 4258.179199
	Iteration 120F: 3 clusters Score -641882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -641883.250000 Penalty: 4258.179199
	Iteration 121Q: 3 clusters Score -641883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -641883.187500 Penalty: 4258.179199
	Iteration 122Q: 3 clusters Score -641883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -641883.187500 Penalty: 4258.179199
	Iteration 123F: 3 clusters Score -641883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -98464.906250 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -98464.91 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 441 members 
Entering Unmasked Estep 
Score: -96740.226562 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -96740.23 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97112.773438 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -97112.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97207.882812 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -97207.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97261.265625 Penalty: 3339.176514
	Iteration 3Q: 3 clusters Score -97261.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -97304.437500 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -97304.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97330.562500 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -97330.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97366.101562 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -97366.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97423.531250 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -97423.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97477.625000 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -97477.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97543.835938 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -97543.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97591.820312 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -97591.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97618.375000 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -97618.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -97626.703125 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -97626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -97634.296875 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -97634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97647.281250 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -97647.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -97652.492188 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -97652.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -97658.101562 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -97658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -97663.234375 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -97663.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -97665.929688 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -97665.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -97669.820312 Penalty: 3339.176514
	Iteration 19Q: 3 clusters Score -97669.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97677.296875 Penalty: 3339.176514
	Iteration 20F: 3 clusters Score -97677.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -97691.789062 Penalty: 3339.176514
	Iteration 21Q: 3 clusters Score -97691.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -97705.062500 Penalty: 3339.176514
	Iteration 22Q: 3 clusters Score -97705.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97718.554688 Penalty: 3339.176514
	Iteration 23Q: 3 clusters Score -97718.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -97723.109375 Penalty: 3339.176514
	Iteration 24Q: 3 clusters Score -97723.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -97728.750000 Penalty: 3339.176514
	Iteration 25Q: 3 clusters Score -97728.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -97745.500000 Penalty: 3339.176514
	Iteration 26Q: 3 clusters Score -97745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -97754.867188 Penalty: 3339.176514
	Iteration 27Q: 3 clusters Score -97754.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -97771.000000 Penalty: 3339.176514
	Iteration 28Q: 3 clusters Score -97771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -97783.882812 Penalty: 3339.176514
	Iteration 29Q: 3 clusters Score -97783.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97799.867188 Penalty: 3339.176514
	Iteration 30Q: 3 clusters Score -97799.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -97810.648438 Penalty: 3339.176514
	Iteration 31Q: 3 clusters Score -97810.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -97813.218750 Penalty: 3339.176514
	Iteration 32Q: 3 clusters Score -97813.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -97814.945312 Penalty: 3339.176514
	Iteration 33Q: 3 clusters Score -97814.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -97817.242188 Penalty: 3339.176514
	Iteration 34Q: 3 clusters Score -97817.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -97820.570312 Penalty: 3339.176514
	Iteration 35Q: 3 clusters Score -97820.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -97822.156250 Penalty: 3339.176514
	Iteration 36Q: 3 clusters Score -97822.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -97825.523438 Penalty: 3339.176514
	Iteration 37Q: 3 clusters Score -97825.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -97827.601562 Penalty: 3339.176514
	Iteration 38Q: 3 clusters Score -97827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -97831.085938 Penalty: 3339.176514
	Iteration 39Q: 3 clusters Score -97831.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -97833.656250 Penalty: 3339.176514
	Iteration 40F: 3 clusters Score -97833.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Entering Unmasked Estep 
Score: -955540.062500 Penalty: 2205.844238
	Iteration 0F: 2 clusters Score -955540.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -949587.312500 Penalty: 4411.688477
	Iteration 0F: 3 clusters Score -949587.3 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -951151.375000 Penalty: 4411.688477
	Iteration 1F: 3 clusters Score -951151.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -951396.312500 Penalty: 4411.688477
	Iteration 2F: 3 clusters Score -951396.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -951549.125000 Penalty: 4411.688477
	Iteration 3Q: 3 clusters Score -951549.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -951655.187500 Penalty: 4411.688477
	Iteration 4Q: 3 clusters Score -951655.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -951739.125000 Penalty: 4411.688477
	Iteration 5Q: 3 clusters Score -951739.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -951807.750000 Penalty: 4411.688477
	Iteration 6Q: 3 clusters Score -951807.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -951879.125000 Penalty: 4411.688477
	Iteration 7Q: 3 clusters Score -951879.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -951944.562500 Penalty: 4411.688477
	Iteration 8Q: 3 clusters Score -951944.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -952023.562500 Penalty: 4411.688477
	Iteration 9Q: 3 clusters Score -952023.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -952110.187500 Penalty: 4411.688477
	Iteration 10Q: 3 clusters Score -952110.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -952214.750000 Penalty: 4411.688477
	Iteration 11Q: 3 clusters Score -952214.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -952328.312500 Penalty: 4411.688477
	Iteration 12Q: 3 clusters Score -952328.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -952482.812500 Penalty: 4411.688477
	Iteration 13Q: 3 clusters Score -952482.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -952635.625000 Penalty: 4411.688477
	Iteration 14Q: 3 clusters Score -952635.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -952764.625000 Penalty: 4411.688477
	Iteration 15Q: 3 clusters Score -952764.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -952907.250000 Penalty: 4411.688477
	Iteration 16Q: 3 clusters Score -952907.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -953053.812500 Penalty: 4411.688477
	Iteration 17Q: 3 clusters Score -953053.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -953173.687500 Penalty: 4411.688477
	Iteration 18Q: 3 clusters Score -953173.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -953273.500000 Penalty: 4411.688477
	Iteration 19Q: 3 clusters Score -953273.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -953347.062500 Penalty: 4411.688477
	Iteration 20F: 3 clusters Score -953347.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -953405.000000 Penalty: 4411.688477
	Iteration 21Q: 3 clusters Score -953405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -953459.750000 Penalty: 4411.688477
	Iteration 22Q: 3 clusters Score -953459.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -953489.375000 Penalty: 4411.688477
	Iteration 23Q: 3 clusters Score -953489.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -953505.750000 Penalty: 4411.688477
	Iteration 24Q: 3 clusters Score -953505.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -953515.000000 Penalty: 4411.688477
	Iteration 25Q: 3 clusters Score -953515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -953521.437500 Penalty: 4411.688477
	Iteration 26Q: 3 clusters Score -953521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -953526.937500 Penalty: 4411.688477
	Iteration 27Q: 3 clusters Score -953526.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -953534.500000 Penalty: 4411.688477
	Iteration 28Q: 3 clusters Score -953534.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -953534.125000 Penalty: 4411.688477
	Iteration 29Q: 3 clusters Score -953534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -953535.562500 Penalty: 4411.688477
	Iteration 30Q: 3 clusters Score -953535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -953538.750000 Penalty: 4411.688477
	Iteration 31Q: 3 clusters Score -953538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -953539.312500 Penalty: 4411.688477
	Iteration 32Q: 3 clusters Score -953539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -953541.687500 Penalty: 4411.688477
	Iteration 33Q: 3 clusters Score -953541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -953542.562500 Penalty: 4411.688477
	Iteration 34Q: 3 clusters Score -953542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -953545.937500 Penalty: 4411.688477
	Iteration 35Q: 3 clusters Score -953545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -953549.750000 Penalty: 4411.688477
	Iteration 36Q: 3 clusters Score -953549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -953552.187500 Penalty: 4411.688477
	Iteration 37Q: 3 clusters Score -953552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -953557.312500 Penalty: 4411.688477
	Iteration 38Q: 3 clusters Score -953557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -953565.250000 Penalty: 4411.688477
	Iteration 39Q: 3 clusters Score -953565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -953568.500000 Penalty: 4411.688477
	Iteration 40F: 3 clusters Score -953568.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -953571.062500 Penalty: 4411.688477
	Iteration 41Q: 3 clusters Score -953571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -953571.125000 Penalty: 4411.688477
	Iteration 42Q: 3 clusters Score -953571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -953571.125000 Penalty: 4411.688477
	Iteration 43F: 3 clusters Score -953571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Entering Unmasked Estep 
Score: -1688965.375000 Penalty: 2345.579346
	Iteration 0F: 2 clusters Score -1688965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1679571.875000 Penalty: 4691.158691
	Iteration 0F: 3 clusters Score -1679572 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1682398.375000 Penalty: 4691.158691
	Iteration 1F: 3 clusters Score -1682398 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1682746.875000 Penalty: 4691.158691
	Iteration 2F: 3 clusters Score -1682747 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1683013.750000 Penalty: 4691.158691
	Iteration 3F: 3 clusters Score -1683014 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1683236.750000 Penalty: 4691.158691
	Iteration 4Q: 3 clusters Score -1683237 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1683474.875000 Penalty: 4691.158691
	Iteration 5Q: 3 clusters Score -1683475 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1683692.750000 Penalty: 4691.158691
	Iteration 6Q: 3 clusters Score -1683693 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1683946.625000 Penalty: 4691.158691
	Iteration 7Q: 3 clusters Score -1683947 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1684234.250000 Penalty: 4691.158691
	Iteration 8Q: 3 clusters Score -1684234 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1684592.750000 Penalty: 4691.158691
	Iteration 9Q: 3 clusters Score -1684593 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1684971.500000 Penalty: 4691.158691
	Iteration 10Q: 3 clusters Score -1684972 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1685355.625000 Penalty: 4691.158691
	Iteration 11Q: 3 clusters Score -1685356 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1685717.750000 Penalty: 4691.158691
	Iteration 12Q: 3 clusters Score -1685718 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1686024.250000 Penalty: 4691.158691
	Iteration 13Q: 3 clusters Score -1686024 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1686257.625000 Penalty: 4691.158691
	Iteration 14Q: 3 clusters Score -1686258 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1686425.375000 Penalty: 4691.158691
	Iteration 15Q: 3 clusters Score -1686425 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1686581.750000 Penalty: 4691.158691
	Iteration 16Q: 3 clusters Score -1686582 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1686682.000000 Penalty: 4691.158691
	Iteration 17Q: 3 clusters Score -1686682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1686742.125000 Penalty: 4691.158691
	Iteration 18Q: 3 clusters Score -1686742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1686784.000000 Penalty: 4691.158691
	Iteration 19Q: 3 clusters Score -1686784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1686824.375000 Penalty: 4691.158691
	Iteration 20F: 3 clusters Score -1686824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1686861.000000 Penalty: 4691.158691
	Iteration 21Q: 3 clusters Score -1686861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1686881.375000 Penalty: 4691.158691
	Iteration 22Q: 3 clusters Score -1686881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1686908.375000 Penalty: 4691.158691
	Iteration 23Q: 3 clusters Score -1686908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1686927.500000 Penalty: 4691.158691
	Iteration 24Q: 3 clusters Score -1686928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1686941.750000 Penalty: 4691.158691
	Iteration 25Q: 3 clusters Score -1686942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1686947.875000 Penalty: 4691.158691
	Iteration 26Q: 3 clusters Score -1686948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1686958.875000 Penalty: 4691.158691
	Iteration 27Q: 3 clusters Score -1686959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1686966.375000 Penalty: 4691.158691
	Iteration 28Q: 3 clusters Score -1686966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1686972.875000 Penalty: 4691.158691
	Iteration 29Q: 3 clusters Score -1686973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1686978.875000 Penalty: 4691.158691
	Iteration 30Q: 3 clusters Score -1686979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1686980.000000 Penalty: 4691.158691
	Iteration 31Q: 3 clusters Score -1686980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1686979.500000 Penalty: 4691.158691
	Iteration 32Q: 3 clusters Score -1686980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1686981.875000 Penalty: 4691.158691
	Iteration 33Q: 3 clusters Score -1686982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1686980.625000 Penalty: 4691.158691
	Iteration 34Q: 3 clusters Score -1686981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1686982.875000 Penalty: 4691.158691
	Iteration 35Q: 3 clusters Score -1686983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1686983.500000 Penalty: 4691.158691
	Iteration 36Q: 3 clusters Score -1686984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1686984.375000 Penalty: 4691.158691
	Iteration 37Q: 3 clusters Score -1686984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1686984.625000 Penalty: 4691.158691
	Iteration 38Q: 3 clusters Score -1686985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1686984.625000 Penalty: 4691.158691
	Iteration 39Q: 3 clusters Score -1686985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1686986.750000 Penalty: 4691.158691
	Iteration 40F: 3 clusters Score -1686987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1686988.750000 Penalty: 4691.158691
	Iteration 41Q: 3 clusters Score -1686989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1686989.375000 Penalty: 4691.158691
	Iteration 42Q: 3 clusters Score -1686989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1686989.375000 Penalty: 4691.158691
	Iteration 43F: 3 clusters Score -1686989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -481276.125000 Penalty: 2042.303833
	Iteration 0F: 2 clusters Score -481276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -477579.937500 Penalty: 4084.607666
	Iteration 0F: 3 clusters Score -477579.9 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -478481.468750 Penalty: 4084.607666
	Iteration 1F: 3 clusters Score -478481.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -478705.093750 Penalty: 4084.607666
	Iteration 2F: 3 clusters Score -478705.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -478840.156250 Penalty: 4084.607666
	Iteration 3F: 3 clusters Score -478840.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -478948.531250 Penalty: 4084.607666
	Iteration 4Q: 3 clusters Score -478948.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -479040.781250 Penalty: 4084.607666
	Iteration 5Q: 3 clusters Score -479040.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -479111.281250 Penalty: 4084.607666
	Iteration 6Q: 3 clusters Score -479111.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -479179.843750 Penalty: 4084.607666
	Iteration 7Q: 3 clusters Score -479179.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -479245.343750 Penalty: 4084.607666
	Iteration 8Q: 3 clusters Score -479245.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -479333.031250 Penalty: 4084.607666
	Iteration 9Q: 3 clusters Score -479333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -479431.187500 Penalty: 4084.607666
	Iteration 10Q: 3 clusters Score -479431.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -479500.281250 Penalty: 4084.607666
	Iteration 11Q: 3 clusters Score -479500.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -479557.593750 Penalty: 4084.607666
	Iteration 12Q: 3 clusters Score -479557.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -479599.218750 Penalty: 4084.607666
	Iteration 13Q: 3 clusters Score -479599.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -479636.093750 Penalty: 4084.607666
	Iteration 14Q: 3 clusters Score -479636.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -479660.125000 Penalty: 4084.607666
	Iteration 15Q: 3 clusters Score -479660.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -479680.843750 Penalty: 4084.607666
	Iteration 16Q: 3 clusters Score -479680.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -479698.250000 Penalty: 4084.607666
	Iteration 17Q: 3 clusters Score -479698.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -479710.468750 Penalty: 4084.607666
	Iteration 18Q: 3 clusters Score -479710.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -479722.687500 Penalty: 4084.607666
	Iteration 19Q: 3 clusters Score -479722.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -479732.500000 Penalty: 4084.607666
	Iteration 20F: 3 clusters Score -479732.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -479744.031250 Penalty: 4084.607666
	Iteration 21Q: 3 clusters Score -479744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -479753.156250 Penalty: 4084.607666
	Iteration 22Q: 3 clusters Score -479753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -479760.562500 Penalty: 4084.607666
	Iteration 23Q: 3 clusters Score -479760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -479768.343750 Penalty: 4084.607666
	Iteration 24Q: 3 clusters Score -479768.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -479775.718750 Penalty: 4084.607666
	Iteration 25Q: 3 clusters Score -479775.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -479783.000000 Penalty: 4084.607666
	Iteration 26Q: 3 clusters Score -479783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -479793.375000 Penalty: 4084.607666
	Iteration 27Q: 3 clusters Score -479793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -479795.718750 Penalty: 4084.607666
	Iteration 28Q: 3 clusters Score -479795.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -479799.687500 Penalty: 4084.607666
	Iteration 29Q: 3 clusters Score -479799.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -479804.468750 Penalty: 4084.607666
	Iteration 30Q: 3 clusters Score -479804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -479806.593750 Penalty: 4084.607666
	Iteration 31Q: 3 clusters Score -479806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -479809.500000 Penalty: 4084.607666
	Iteration 32Q: 3 clusters Score -479809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -479813.906250 Penalty: 4084.607666
	Iteration 33Q: 3 clusters Score -479813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -479815.875000 Penalty: 4084.607666
	Iteration 34Q: 3 clusters Score -479815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -479815.968750 Penalty: 4084.607666
	Iteration 35Q: 3 clusters Score -479816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -479817.375000 Penalty: 4084.607666
	Iteration 36Q: 3 clusters Score -479817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -479819.375000 Penalty: 4084.607666
	Iteration 37Q: 3 clusters Score -479819.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -479820.062500 Penalty: 4084.607666
	Iteration 38Q: 3 clusters Score -479820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -479820.062500 Penalty: 4084.607666
	Iteration 39F: 3 clusters Score -479820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Entering Unmasked Estep 
Score: -935473.687500 Penalty: 2203.795166
	Iteration 0F: 2 clusters Score -935473.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -929569.375000 Penalty: 4407.590332
	Iteration 0F: 3 clusters Score -929569.4 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -931358.687500 Penalty: 4407.590332
	Iteration 1F: 3 clusters Score -931358.7 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -931956.000000 Penalty: 4407.590332
	Iteration 2F: 3 clusters Score -931956 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -932479.687500 Penalty: 4407.590332
	Iteration 3F: 3 clusters Score -932479.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -932936.312500 Penalty: 4407.590332
	Iteration 4F: 3 clusters Score -932936.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -933240.812500 Penalty: 4407.590332
	Iteration 5F: 3 clusters Score -933240.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -933457.250000 Penalty: 4407.590332
	Iteration 6Q: 3 clusters Score -933457.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -933587.187500 Penalty: 4407.590332
	Iteration 7Q: 3 clusters Score -933587.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -933666.312500 Penalty: 4407.590332
	Iteration 8Q: 3 clusters Score -933666.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -933706.937500 Penalty: 4407.590332
	Iteration 9Q: 3 clusters Score -933706.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -933734.375000 Penalty: 4407.590332
	Iteration 10Q: 3 clusters Score -933734.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -933754.375000 Penalty: 4407.590332
	Iteration 11Q: 3 clusters Score -933754.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -933768.062500 Penalty: 4407.590332
	Iteration 12Q: 3 clusters Score -933768.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -933773.125000 Penalty: 4407.590332
	Iteration 13Q: 3 clusters Score -933773.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -933776.687500 Penalty: 4407.590332
	Iteration 14Q: 3 clusters Score -933776.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -933781.875000 Penalty: 4407.590332
	Iteration 15Q: 3 clusters Score -933781.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -933783.750000 Penalty: 4407.590332
	Iteration 16Q: 3 clusters Score -933783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -933785.000000 Penalty: 4407.590332
	Iteration 17Q: 3 clusters Score -933785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -933787.562500 Penalty: 4407.590332
	Iteration 18Q: 3 clusters Score -933787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -933790.250000 Penalty: 4407.590332
	Iteration 19Q: 3 clusters Score -933790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -933788.375000 Penalty: 4407.590332
	Iteration 20F: 3 clusters Score -933788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -933790.937500 Penalty: 4407.590332
	Iteration 21Q: 3 clusters Score -933790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -933790.812500 Penalty: 4407.590332
	Iteration 22Q: 3 clusters Score -933790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -933791.187500 Penalty: 4407.590332
	Iteration 23Q: 3 clusters Score -933791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -933792.437500 Penalty: 4407.590332
	Iteration 24Q: 3 clusters Score -933792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -933791.812500 Penalty: 4407.590332
	Iteration 25Q: 3 clusters Score -933791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -933793.750000 Penalty: 4407.590332
	Iteration 26Q: 3 clusters Score -933793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -933793.000000 Penalty: 4407.590332
	Iteration 27Q: 3 clusters Score -933793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -933795.562500 Penalty: 4407.590332
	Iteration 28Q: 3 clusters Score -933795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -933794.000000 Penalty: 4407.590332
	Iteration 29Q: 3 clusters Score -933794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -933796.125000 Penalty: 4407.590332
	Iteration 30Q: 3 clusters Score -933796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -933796.500000 Penalty: 4407.590332
	Iteration 31Q: 3 clusters Score -933796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -933796.937500 Penalty: 4407.590332
	Iteration 32Q: 3 clusters Score -933796.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -933800.250000 Penalty: 4407.590332
	Iteration 33Q: 3 clusters Score -933800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -933800.687500 Penalty: 4407.590332
	Iteration 34Q: 3 clusters Score -933800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -933802.250000 Penalty: 4407.590332
	Iteration 35Q: 3 clusters Score -933802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -933802.937500 Penalty: 4407.590332
	Iteration 36Q: 3 clusters Score -933802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -933802.562500 Penalty: 4407.590332
	Iteration 37Q: 3 clusters Score -933802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -933802.562500 Penalty: 4407.590332
	Iteration 38F: 3 clusters Score -933802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -734215.125000 Penalty: 2155.570801
	Iteration 0F: 2 clusters Score -734215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -729151.812500 Penalty: 4311.141602
	Iteration 0F: 3 clusters Score -729151.8 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -730480.437500 Penalty: 4311.141602
	Iteration 1F: 3 clusters Score -730480.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -730834.125000 Penalty: 4311.141602
	Iteration 2F: 3 clusters Score -730834.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -731142.187500 Penalty: 4311.141602
	Iteration 3F: 3 clusters Score -731142.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -731424.562500 Penalty: 4311.141602
	Iteration 4F: 3 clusters Score -731424.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -731677.687500 Penalty: 4311.141602
	Iteration 5F: 3 clusters Score -731677.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -731871.062500 Penalty: 4311.141602
	Iteration 6Q: 3 clusters Score -731871.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -732046.312500 Penalty: 4311.141602
	Iteration 7Q: 3 clusters Score -732046.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -732172.500000 Penalty: 4311.141602
	Iteration 8Q: 3 clusters Score -732172.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -732254.750000 Penalty: 4311.141602
	Iteration 9Q: 3 clusters Score -732254.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -732313.625000 Penalty: 4311.141602
	Iteration 10Q: 3 clusters Score -732313.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -732352.437500 Penalty: 4311.141602
	Iteration 11Q: 3 clusters Score -732352.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -732379.562500 Penalty: 4311.141602
	Iteration 12Q: 3 clusters Score -732379.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -732399.312500 Penalty: 4311.141602
	Iteration 13Q: 3 clusters Score -732399.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -732422.625000 Penalty: 4311.141602
	Iteration 14Q: 3 clusters Score -732422.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -732441.000000 Penalty: 4311.141602
	Iteration 15Q: 3 clusters Score -732441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -732454.687500 Penalty: 4311.141602
	Iteration 16Q: 3 clusters Score -732454.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -732465.375000 Penalty: 4311.141602
	Iteration 17Q: 3 clusters Score -732465.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -732479.687500 Penalty: 4311.141602
	Iteration 18Q: 3 clusters Score -732479.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -732499.937500 Penalty: 4311.141602
	Iteration 19Q: 3 clusters Score -732499.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -732526.062500 Penalty: 4311.141602
	Iteration 20F: 3 clusters Score -732526.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -732554.187500 Penalty: 4311.141602
	Iteration 21Q: 3 clusters Score -732554.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -732577.687500 Penalty: 4311.141602
	Iteration 22Q: 3 clusters Score -732577.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -732597.312500 Penalty: 4311.141602
	Iteration 23Q: 3 clusters Score -732597.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -732613.625000 Penalty: 4311.141602
	Iteration 24Q: 3 clusters Score -732613.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -732629.437500 Penalty: 4311.141602
	Iteration 25Q: 3 clusters Score -732629.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -732644.062500 Penalty: 4311.141602
	Iteration 26Q: 3 clusters Score -732644.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -732664.937500 Penalty: 4311.141602
	Iteration 27Q: 3 clusters Score -732664.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -732682.687500 Penalty: 4311.141602
	Iteration 28Q: 3 clusters Score -732682.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -732695.750000 Penalty: 4311.141602
	Iteration 29Q: 3 clusters Score -732695.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -732709.750000 Penalty: 4311.141602
	Iteration 30Q: 3 clusters Score -732709.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -732727.500000 Penalty: 4311.141602
	Iteration 31Q: 3 clusters Score -732727.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -732741.375000 Penalty: 4311.141602
	Iteration 32Q: 3 clusters Score -732741.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -732755.250000 Penalty: 4311.141602
	Iteration 33Q: 3 clusters Score -732755.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -732768.000000 Penalty: 4311.141602
	Iteration 34Q: 3 clusters Score -732768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -732783.187500 Penalty: 4311.141602
	Iteration 35Q: 3 clusters Score -732783.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -732794.562500 Penalty: 4311.141602
	Iteration 36Q: 3 clusters Score -732794.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -732810.937500 Penalty: 4311.141602
	Iteration 37Q: 3 clusters Score -732810.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -732833.000000 Penalty: 4311.141602
	Iteration 38Q: 3 clusters Score -732833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -732852.875000 Penalty: 4311.141602
	Iteration 39Q: 3 clusters Score -732852.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -732870.125000 Penalty: 4311.141602
	Iteration 40F: 3 clusters Score -732870.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -732895.625000 Penalty: 4311.141602
	Iteration 41Q: 3 clusters Score -732895.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -732920.562500 Penalty: 4311.141602
	Iteration 42Q: 3 clusters Score -732920.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -732957.187500 Penalty: 4311.141602
	Iteration 43Q: 3 clusters Score -732957.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -732988.437500 Penalty: 4311.141602
	Iteration 44Q: 3 clusters Score -732988.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -733004.937500 Penalty: 4311.141602
	Iteration 45Q: 3 clusters Score -733004.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -733027.937500 Penalty: 4311.141602
	Iteration 46Q: 3 clusters Score -733027.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -733053.687500 Penalty: 4311.141602
	Iteration 47Q: 3 clusters Score -733053.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -733073.437500 Penalty: 4311.141602
	Iteration 48Q: 3 clusters Score -733073.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -733085.750000 Penalty: 4311.141602
	Iteration 49Q: 3 clusters Score -733085.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -733099.312500 Penalty: 4311.141602
	Iteration 50Q: 3 clusters Score -733099.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -733111.875000 Penalty: 4311.141602
	Iteration 51Q: 3 clusters Score -733111.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -733134.437500 Penalty: 4311.141602
	Iteration 52Q: 3 clusters Score -733134.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -733151.187500 Penalty: 4311.141602
	Iteration 53Q: 3 clusters Score -733151.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -733166.437500 Penalty: 4311.141602
	Iteration 54Q: 3 clusters Score -733166.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -733178.687500 Penalty: 4311.141602
	Iteration 55Q: 3 clusters Score -733178.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -733187.250000 Penalty: 4311.141602
	Iteration 56Q: 3 clusters Score -733187.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -733194.062500 Penalty: 4311.141602
	Iteration 57Q: 3 clusters Score -733194.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -733206.875000 Penalty: 4311.141602
	Iteration 58Q: 3 clusters Score -733206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -733215.937500 Penalty: 4311.141602
	Iteration 59Q: 3 clusters Score -733215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -733222.937500 Penalty: 4311.141602
	Iteration 60F: 3 clusters Score -733222.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -733228.812500 Penalty: 4311.141602
	Iteration 61Q: 3 clusters Score -733228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -733233.375000 Penalty: 4311.141602
	Iteration 62Q: 3 clusters Score -733233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -733234.437500 Penalty: 4311.141602
	Iteration 63Q: 3 clusters Score -733234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -733234.437500 Penalty: 4311.141602
	Iteration 64F: 3 clusters Score -733234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -235112.421875 Penalty: 1858.204468
	Iteration 0F: 2 clusters Score -235112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232634.562500 Penalty: 3716.408936
	Iteration 0F: 3 clusters Score -232634.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -233076.875000 Penalty: 3716.408936
	Iteration 1F: 3 clusters Score -233076.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -233221.578125 Penalty: 3716.408936
	Iteration 2F: 3 clusters Score -233221.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -233334.796875 Penalty: 3716.408936
	Iteration 3F: 3 clusters Score -233334.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -233428.812500 Penalty: 3716.408936
	Iteration 4Q: 3 clusters Score -233428.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -233490.031250 Penalty: 3716.408936
	Iteration 5Q: 3 clusters Score -233490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -233533.203125 Penalty: 3716.408936
	Iteration 6Q: 3 clusters Score -233533.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -233564.750000 Penalty: 3716.408936
	Iteration 7Q: 3 clusters Score -233564.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -233601.921875 Penalty: 3716.408936
	Iteration 8Q: 3 clusters Score -233601.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -233637.421875 Penalty: 3716.408936
	Iteration 9Q: 3 clusters Score -233637.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -233663.500000 Penalty: 3716.408936
	Iteration 10Q: 3 clusters Score -233663.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -233681.000000 Penalty: 3716.408936
	Iteration 11Q: 3 clusters Score -233681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -233699.875000 Penalty: 3716.408936
	Iteration 12Q: 3 clusters Score -233699.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -233706.390625 Penalty: 3716.408936
	Iteration 13Q: 3 clusters Score -233706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -233715.656250 Penalty: 3716.408936
	Iteration 14Q: 3 clusters Score -233715.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -233724.015625 Penalty: 3716.408936
	Iteration 15Q: 3 clusters Score -233724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -233732.937500 Penalty: 3716.408936
	Iteration 16Q: 3 clusters Score -233732.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -233739.828125 Penalty: 3716.408936
	Iteration 17Q: 3 clusters Score -233739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -233748.125000 Penalty: 3716.408936
	Iteration 18Q: 3 clusters Score -233748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -233752.046875 Penalty: 3716.408936
	Iteration 19Q: 3 clusters Score -233752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -233755.359375 Penalty: 3716.408936
	Iteration 20F: 3 clusters Score -233755.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -233760.562500 Penalty: 3716.408936
	Iteration 21Q: 3 clusters Score -233760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -233767.203125 Penalty: 3716.408936
	Iteration 22Q: 3 clusters Score -233767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -233770.093750 Penalty: 3716.408936
	Iteration 23Q: 3 clusters Score -233770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -233771.703125 Penalty: 3716.408936
	Iteration 24Q: 3 clusters Score -233771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -233771.703125 Penalty: 3716.408936
	Iteration 25F: 3 clusters Score -233771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -140894.125000 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -140894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138837.859375 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -138837.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139248.437500 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -139248.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139401.718750 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -139401.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139501.703125 Penalty: 3506.657715
	Iteration 3F: 3 clusters Score -139501.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -139582.875000 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -139582.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -139635.937500 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -139635.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -139681.343750 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -139681.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -139713.984375 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -139714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139747.890625 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -139747.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139773.578125 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -139773.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139796.062500 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -139796.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139834.765625 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -139834.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -139866.562500 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -139866.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -139895.734375 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -139895.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -139908.953125 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -139909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139920.281250 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -139920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139931.578125 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -139931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -139945.593750 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -139945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -139964.000000 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -139964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -139974.718750 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -139974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -139985.609375 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -139985.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -140007.109375 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -140007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -140040.187500 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -140040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -140107.828125 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -140107.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -140253.984375 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -140254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140463.046875 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -140463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -140515.625000 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -140515.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -140557.078125 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -140557.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140597.656250 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -140597.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -140628.734375 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -140628.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140672.250000 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -140672.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140730.984375 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -140731 nChanged 17
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: -140755.875000 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -140755.9 nChanged 16
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: -140785.296875 Penalty: 3506.657715
	Iteration 33Q: 3 clusters Score -140785.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140819.171875 Penalty: 3506.657715
	Iteration 34Q: 3 clusters Score -140819.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140856.812500 Penalty: 3506.657715
	Iteration 35Q: 3 clusters Score -140856.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140893.062500 Penalty: 3506.657715
	Iteration 36Q: 3 clusters Score -140893.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -140917.671875 Penalty: 3506.657715
	Iteration 37Q: 3 clusters Score -140917.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -140961.625000 Penalty: 3506.657715
	Iteration 38Q: 3 clusters Score -140961.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -141012.703125 Penalty: 3506.657715
	Iteration 39Q: 3 clusters Score -141012.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141098.968750 Penalty: 3506.657715
	Iteration 40F: 3 clusters Score -141099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141246.218750 Penalty: 3506.657715
	Iteration 41Q: 3 clusters Score -141246.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -141406.796875 Penalty: 3506.657715
	Iteration 42Q: 3 clusters Score -141406.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -141551.171875 Penalty: 3506.657715
	Iteration 43Q: 3 clusters Score -141551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -141656.781250 Penalty: 3506.657715
	Iteration 44Q: 3 clusters Score -141656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -141714.343750 Penalty: 3506.657715
	Iteration 45Q: 3 clusters Score -141714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -141739.281250 Penalty: 3506.657715
	Iteration 46Q: 3 clusters Score -141739.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -141739.281250 Penalty: 3506.657715
	Iteration 47F: 3 clusters Score -141739.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 13876 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 42692 members 
Mstep: Class 16 contains 6448 members 
Mstep: Class 17 contains 20522 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 20741 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 140621 members 
Mstep: Class 23 contains 16504 members 
Mstep: Class 24 contains 157 members 
Mstep: Class 25 contains 386 members 
Entering Unmasked Estep 
Score: -42897640.000000 Penalty: 78895.390625
Splitting cluster 13 changes total score from -42897388.000000 to -42897640.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (10074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Entering Unmasked Estep 
Score: -1309763.250000 Penalty: 2285.992920
	Iteration 0F: 2 clusters Score -1309763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1302039.250000 Penalty: 4571.985840
	Iteration 0F: 3 clusters Score -1302039 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1304238.500000 Penalty: 4571.985840
	Iteration 1F: 3 clusters Score -1304238 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1304515.125000 Penalty: 4571.985840
	Iteration 2F: 3 clusters Score -1304515 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1304755.125000 Penalty: 4571.985840
	Iteration 3Q: 3 clusters Score -1304755 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1304984.125000 Penalty: 4571.985840
	Iteration 4Q: 3 clusters Score -1304984 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1305243.625000 Penalty: 4571.985840
	Iteration 5Q: 3 clusters Score -1305244 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1305573.125000 Penalty: 4571.985840
	Iteration 6Q: 3 clusters Score -1305573 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1305945.125000 Penalty: 4571.985840
	Iteration 7F: 3 clusters Score -1305945 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1306320.500000 Penalty: 4571.985840
	Iteration 8F: 3 clusters Score -1306320 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1306642.000000 Penalty: 4571.985840
	Iteration 9F: 3 clusters Score -1306642 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1306898.625000 Penalty: 4571.985840
	Iteration 10Q: 3 clusters Score -1306899 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1307094.750000 Penalty: 4571.985840
	Iteration 11Q: 3 clusters Score -1307095 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1307235.750000 Penalty: 4571.985840
	Iteration 12Q: 3 clusters Score -1307236 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1307364.000000 Penalty: 4571.985840
	Iteration 13Q: 3 clusters Score -1307364 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1307464.000000 Penalty: 4571.985840
	Iteration 14Q: 3 clusters Score -1307464 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1307542.500000 Penalty: 4571.985840
	Iteration 15Q: 3 clusters Score -1307542 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1307602.875000 Penalty: 4571.985840
	Iteration 16Q: 3 clusters Score -1307603 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1307653.625000 Penalty: 4571.985840
	Iteration 17Q: 3 clusters Score -1307654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1307700.000000 Penalty: 4571.985840
	Iteration 18Q: 3 clusters Score -1307700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1307746.000000 Penalty: 4571.985840
	Iteration 19Q: 3 clusters Score -1307746 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1307771.625000 Penalty: 4571.985840
	Iteration 20F: 3 clusters Score -1307772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1307795.375000 Penalty: 4571.985840
	Iteration 21Q: 3 clusters Score -1307795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1307826.250000 Penalty: 4571.985840
	Iteration 22Q: 3 clusters Score -1307826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1307843.375000 Penalty: 4571.985840
	Iteration 23Q: 3 clusters Score -1307843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1307861.000000 Penalty: 4571.985840
	Iteration 24Q: 3 clusters Score -1307861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1307877.250000 Penalty: 4571.985840
	Iteration 25Q: 3 clusters Score -1307877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1307892.625000 Penalty: 4571.985840
	Iteration 26Q: 3 clusters Score -1307893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1307914.875000 Penalty: 4571.985840
	Iteration 27Q: 3 clusters Score -1307915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1307931.250000 Penalty: 4571.985840
	Iteration 28Q: 3 clusters Score -1307931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1307943.375000 Penalty: 4571.985840
	Iteration 29Q: 3 clusters Score -1307943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1307964.250000 Penalty: 4571.985840
	Iteration 30Q: 3 clusters Score -1307964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1307975.125000 Penalty: 4571.985840
	Iteration 31Q: 3 clusters Score -1307975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1307979.875000 Penalty: 4571.985840
	Iteration 32Q: 3 clusters Score -1307980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1307988.750000 Penalty: 4571.985840
	Iteration 33Q: 3 clusters Score -1307989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1307998.125000 Penalty: 4571.985840
	Iteration 34Q: 3 clusters Score -1307998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1308008.625000 Penalty: 4571.985840
	Iteration 35Q: 3 clusters Score -1308009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1308024.125000 Penalty: 4571.985840
	Iteration 36Q: 3 clusters Score -1308024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1308037.625000 Penalty: 4571.985840
	Iteration 37Q: 3 clusters Score -1308038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1308046.625000 Penalty: 4571.985840
	Iteration 38Q: 3 clusters Score -1308047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1308054.500000 Penalty: 4571.985840
	Iteration 39Q: 3 clusters Score -1308054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1308061.250000 Penalty: 4571.985840
	Iteration 40F: 3 clusters Score -1308061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1308070.125000 Penalty: 4571.985840
	Iteration 41Q: 3 clusters Score -1308070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1308078.000000 Penalty: 4571.985840
	Iteration 42Q: 3 clusters Score -1308078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1308086.125000 Penalty: 4571.985840
	Iteration 43Q: 3 clusters Score -1308086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1308094.750000 Penalty: 4571.985840
	Iteration 44Q: 3 clusters Score -1308095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1308097.875000 Penalty: 4571.985840
	Iteration 45Q: 3 clusters Score -1308098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1308101.000000 Penalty: 4571.985840
	Iteration 46Q: 3 clusters Score -1308101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1308101.625000 Penalty: 4571.985840
	Iteration 47Q: 3 clusters Score -1308102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1308104.125000 Penalty: 4571.985840
	Iteration 48Q: 3 clusters Score -1308104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1308105.000000 Penalty: 4571.985840
	Iteration 49Q: 3 clusters Score -1308105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1308107.500000 Penalty: 4571.985840
	Iteration 50Q: 3 clusters Score -1308108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1308113.875000 Penalty: 4571.985840
	Iteration 51Q: 3 clusters Score -1308114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1308111.875000 Penalty: 4571.985840
	Iteration 52Q: 3 clusters Score -1308112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1308115.750000 Penalty: 4571.985840
	Iteration 53Q: 3 clusters Score -1308116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1308115.875000 Penalty: 4571.985840
	Iteration 54Q: 3 clusters Score -1308116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1308117.875000 Penalty: 4571.985840
	Iteration 55Q: 3 clusters Score -1308118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1308121.000000 Penalty: 4571.985840
	Iteration 56Q: 3 clusters Score -1308121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1308121.875000 Penalty: 4571.985840
	Iteration 57Q: 3 clusters Score -1308122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1308121.875000 Penalty: 4571.985840
	Iteration 58F: 3 clusters Score -1308122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Entering Unmasked Estep 
Score: -5559059.000000 Penalty: 2644.118164
	Iteration 0F: 2 clusters Score -5559059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5530176.500000 Penalty: 5288.236328
	Iteration 0F: 3 clusters Score -5530176 nChanged 19657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5541101.000000 Penalty: 5288.236328
	Iteration 1F: 3 clusters Score -5541101 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -5541656.000000 Penalty: 5288.236328
	Iteration 2Q: 3 clusters Score -5541656 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -5542164.000000 Penalty: 5288.236328
	Iteration 3Q: 3 clusters Score -5542164 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -5542767.500000 Penalty: 5288.236328
	Iteration 4Q: 3 clusters Score -5542768 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -5543492.500000 Penalty: 5288.236328
	Iteration 5Q: 3 clusters Score -5543492 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -5544460.000000 Penalty: 5288.236328
	Iteration 6Q: 3 clusters Score -5544460 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -5545863.500000 Penalty: 5288.236328
	Iteration 7F: 3 clusters Score -5545864 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -5547783.500000 Penalty: 5288.236328
	Iteration 8F: 3 clusters Score -5547784 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -5550137.500000 Penalty: 5288.236328
	Iteration 9F: 3 clusters Score -5550138 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5552674.500000 Penalty: 5288.236328
	Iteration 10F: 3 clusters Score -5552674 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5554625.000000 Penalty: 5288.236328
	Iteration 11Q: 3 clusters Score -5554625 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5555779.500000 Penalty: 5288.236328
	Iteration 12Q: 3 clusters Score -5555780 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5556307.000000 Penalty: 5288.236328
	Iteration 13Q: 3 clusters Score -5556307 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5556535.500000 Penalty: 5288.236328
	Iteration 14Q: 3 clusters Score -5556536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5556638.500000 Penalty: 5288.236328
	Iteration 15Q: 3 clusters Score -5556638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5556680.000000 Penalty: 5288.236328
	Iteration 16Q: 3 clusters Score -5556680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5556708.000000 Penalty: 5288.236328
	Iteration 17Q: 3 clusters Score -5556708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5556723.000000 Penalty: 5288.236328
	Iteration 18Q: 3 clusters Score -5556723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5556725.000000 Penalty: 5288.236328
	Iteration 19Q: 3 clusters Score -5556725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5556728.000000 Penalty: 5288.236328
	Iteration 20F: 3 clusters Score -5556728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5556731.500000 Penalty: 5288.236328
	Iteration 21Q: 3 clusters Score -5556732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5556742.500000 Penalty: 5288.236328
	Iteration 22Q: 3 clusters Score -5556742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5556740.000000 Penalty: 5288.236328
	Iteration 23Q: 3 clusters Score -5556740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5556748.000000 Penalty: 5288.236328
	Iteration 24Q: 3 clusters Score -5556748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5556753.500000 Penalty: 5288.236328
	Iteration 25Q: 3 clusters Score -5556754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5556754.000000 Penalty: 5288.236328
	Iteration 26Q: 3 clusters Score -5556754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5556754.000000 Penalty: 5288.236328
	Iteration 27F: 3 clusters Score -5556754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Entering Unmasked Estep 
Score: -875373.437500 Penalty: 2175.338379
	Iteration 0F: 2 clusters Score -875373.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -869941.125000 Penalty: 4350.676758
	Iteration 0F: 3 clusters Score -869941.1 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -871262.375000 Penalty: 4350.676758
	Iteration 1F: 3 clusters Score -871262.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -871520.062500 Penalty: 4350.676758
	Iteration 2F: 3 clusters Score -871520.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -871667.500000 Penalty: 4350.676758
	Iteration 3F: 3 clusters Score -871667.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -871753.625000 Penalty: 4350.676758
	Iteration 4Q: 3 clusters Score -871753.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -871817.062500 Penalty: 4350.676758
	Iteration 5Q: 3 clusters Score -871817.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -871869.500000 Penalty: 4350.676758
	Iteration 6Q: 3 clusters Score -871869.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -871905.687500 Penalty: 4350.676758
	Iteration 7Q: 3 clusters Score -871905.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -871938.125000 Penalty: 4350.676758
	Iteration 8Q: 3 clusters Score -871938.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -871964.875000 Penalty: 4350.676758
	Iteration 9Q: 3 clusters Score -871964.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -871984.750000 Penalty: 4350.676758
	Iteration 10Q: 3 clusters Score -871984.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -872009.187500 Penalty: 4350.676758
	Iteration 11Q: 3 clusters Score -872009.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -872025.000000 Penalty: 4350.676758
	Iteration 12Q: 3 clusters Score -872025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -872039.562500 Penalty: 4350.676758
	Iteration 13Q: 3 clusters Score -872039.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -872048.937500 Penalty: 4350.676758
	Iteration 14Q: 3 clusters Score -872048.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -872057.937500 Penalty: 4350.676758
	Iteration 15Q: 3 clusters Score -872057.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -872070.000000 Penalty: 4350.676758
	Iteration 16Q: 3 clusters Score -872070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -872075.312500 Penalty: 4350.676758
	Iteration 17Q: 3 clusters Score -872075.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -872084.687500 Penalty: 4350.676758
	Iteration 18Q: 3 clusters Score -872084.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -872089.562500 Penalty: 4350.676758
	Iteration 19Q: 3 clusters Score -872089.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -872100.625000 Penalty: 4350.676758
	Iteration 20F: 3 clusters Score -872100.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -872102.437500 Penalty: 4350.676758
	Iteration 21Q: 3 clusters Score -872102.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -872105.500000 Penalty: 4350.676758
	Iteration 22Q: 3 clusters Score -872105.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -872108.312500 Penalty: 4350.676758
	Iteration 23Q: 3 clusters Score -872108.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -872111.375000 Penalty: 4350.676758
	Iteration 24Q: 3 clusters Score -872111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -872112.312500 Penalty: 4350.676758
	Iteration 25Q: 3 clusters Score -872112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -872112.812500 Penalty: 4350.676758
	Iteration 26Q: 3 clusters Score -872112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -872114.187500 Penalty: 4350.676758
	Iteration 27Q: 3 clusters Score -872114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -872113.687500 Penalty: 4350.676758
	Iteration 28Q: 3 clusters Score -872113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -872115.687500 Penalty: 4350.676758
	Iteration 29Q: 3 clusters Score -872115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -872115.437500 Penalty: 4350.676758
	Iteration 30Q: 3 clusters Score -872115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -872115.312500 Penalty: 4350.676758
	Iteration 31Q: 3 clusters Score -872115.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -872115.312500 Penalty: 4350.676758
	Iteration 32F: 3 clusters Score -872115.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Entering Unmasked Estep 
Score: -2683716.750000 Penalty: 2462.454590
	Iteration 0F: 2 clusters Score -2683717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2669330.250000 Penalty: 4924.909180
	Iteration 0F: 3 clusters Score -2669330 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2674032.750000 Penalty: 4924.909180
	Iteration 1F: 3 clusters Score -2674033 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2674440.000000 Penalty: 4924.909180
	Iteration 2F: 3 clusters Score -2674440 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2674780.750000 Penalty: 4924.909180
	Iteration 3Q: 3 clusters Score -2674781 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2675074.250000 Penalty: 4924.909180
	Iteration 4Q: 3 clusters Score -2675074 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2675400.000000 Penalty: 4924.909180
	Iteration 5Q: 3 clusters Score -2675400 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2675752.250000 Penalty: 4924.909180
	Iteration 6Q: 3 clusters Score -2675752 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2676147.000000 Penalty: 4924.909180
	Iteration 7Q: 3 clusters Score -2676147 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2676591.000000 Penalty: 4924.909180
	Iteration 8Q: 3 clusters Score -2676591 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2677134.500000 Penalty: 4924.909180
	Iteration 9Q: 3 clusters Score -2677134 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2677769.250000 Penalty: 4924.909180
	Iteration 10Q: 3 clusters Score -2677769 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2678496.000000 Penalty: 4924.909180
	Iteration 11F: 3 clusters Score -2678496 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2679244.500000 Penalty: 4924.909180
	Iteration 12Q: 3 clusters Score -2679244 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2679874.750000 Penalty: 4924.909180
	Iteration 13Q: 3 clusters Score -2679875 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2680413.500000 Penalty: 4924.909180
	Iteration 14Q: 3 clusters Score -2680414 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2680855.750000 Penalty: 4924.909180
	Iteration 15Q: 3 clusters Score -2680856 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2681107.750000 Penalty: 4924.909180
	Iteration 16Q: 3 clusters Score -2681108 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2681268.500000 Penalty: 4924.909180
	Iteration 17Q: 3 clusters Score -2681268 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2681369.000000 Penalty: 4924.909180
	Iteration 18Q: 3 clusters Score -2681369 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2681432.000000 Penalty: 4924.909180
	Iteration 19Q: 3 clusters Score -2681432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2681486.000000 Penalty: 4924.909180
	Iteration 20F: 3 clusters Score -2681486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2681520.250000 Penalty: 4924.909180
	Iteration 21Q: 3 clusters Score -2681520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2681538.250000 Penalty: 4924.909180
	Iteration 22Q: 3 clusters Score -2681538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2681545.000000 Penalty: 4924.909180
	Iteration 23Q: 3 clusters Score -2681545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2681548.500000 Penalty: 4924.909180
	Iteration 24Q: 3 clusters Score -2681548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2681554.750000 Penalty: 4924.909180
	Iteration 25Q: 3 clusters Score -2681555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2681560.750000 Penalty: 4924.909180
	Iteration 26Q: 3 clusters Score -2681561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2681564.000000 Penalty: 4924.909180
	Iteration 27Q: 3 clusters Score -2681564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2681574.000000 Penalty: 4924.909180
	Iteration 28Q: 3 clusters Score -2681574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2681575.000000 Penalty: 4924.909180
	Iteration 29Q: 3 clusters Score -2681575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2681577.750000 Penalty: 4924.909180
	Iteration 30Q: 3 clusters Score -2681578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2681578.250000 Penalty: 4924.909180
	Iteration 31Q: 3 clusters Score -2681578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2681580.000000 Penalty: 4924.909180
	Iteration 32Q: 3 clusters Score -2681580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2681580.000000 Penalty: 4924.909180
	Iteration 33F: 3 clusters Score -2681580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -805326.062500 Penalty: 2166.250732
	Iteration 0F: 2 clusters Score -805326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -800062.000000 Penalty: 4332.501465
	Iteration 0F: 3 clusters Score -800062 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -801374.750000 Penalty: 4332.501465
	Iteration 1F: 3 clusters Score -801374.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -801585.125000 Penalty: 4332.501465
	Iteration 2F: 3 clusters Score -801585.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -801723.500000 Penalty: 4332.501465
	Iteration 3Q: 3 clusters Score -801723.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -801814.062500 Penalty: 4332.501465
	Iteration 4Q: 3 clusters Score -801814.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -801895.937500 Penalty: 4332.501465
	Iteration 5Q: 3 clusters Score -801895.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -801969.062500 Penalty: 4332.501465
	Iteration 6Q: 3 clusters Score -801969.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -802052.312500 Penalty: 4332.501465
	Iteration 7Q: 3 clusters Score -802052.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -802138.750000 Penalty: 4332.501465
	Iteration 8Q: 3 clusters Score -802138.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -802224.625000 Penalty: 4332.501465
	Iteration 9Q: 3 clusters Score -802224.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -802322.812500 Penalty: 4332.501465
	Iteration 10Q: 3 clusters Score -802322.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -802420.437500 Penalty: 4332.501465
	Iteration 11Q: 3 clusters Score -802420.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -802515.937500 Penalty: 4332.501465
	Iteration 12Q: 3 clusters Score -802515.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -802607.125000 Penalty: 4332.501465
	Iteration 13Q: 3 clusters Score -802607.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -802674.062500 Penalty: 4332.501465
	Iteration 14Q: 3 clusters Score -802674.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -802758.750000 Penalty: 4332.501465
	Iteration 15Q: 3 clusters Score -802758.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -802827.250000 Penalty: 4332.501465
	Iteration 16Q: 3 clusters Score -802827.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -802882.000000 Penalty: 4332.501465
	Iteration 17Q: 3 clusters Score -802882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -802927.125000 Penalty: 4332.501465
	Iteration 18Q: 3 clusters Score -802927.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -802967.062500 Penalty: 4332.501465
	Iteration 19Q: 3 clusters Score -802967.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -803013.750000 Penalty: 4332.501465
	Iteration 20F: 3 clusters Score -803013.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -803063.687500 Penalty: 4332.501465
	Iteration 21Q: 3 clusters Score -803063.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -803103.812500 Penalty: 4332.501465
	Iteration 22Q: 3 clusters Score -803103.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -803139.875000 Penalty: 4332.501465
	Iteration 23Q: 3 clusters Score -803139.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -803167.812500 Penalty: 4332.501465
	Iteration 24Q: 3 clusters Score -803167.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -803197.750000 Penalty: 4332.501465
	Iteration 25Q: 3 clusters Score -803197.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -803231.750000 Penalty: 4332.501465
	Iteration 26Q: 3 clusters Score -803231.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -803262.625000 Penalty: 4332.501465
	Iteration 27Q: 3 clusters Score -803262.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -803291.062500 Penalty: 4332.501465
	Iteration 28Q: 3 clusters Score -803291.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -803312.562500 Penalty: 4332.501465
	Iteration 29Q: 3 clusters Score -803312.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -803334.687500 Penalty: 4332.501465
	Iteration 30Q: 3 clusters Score -803334.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -803352.000000 Penalty: 4332.501465
	Iteration 31Q: 3 clusters Score -803352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -803363.312500 Penalty: 4332.501465
	Iteration 32Q: 3 clusters Score -803363.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -803374.250000 Penalty: 4332.501465
	Iteration 33Q: 3 clusters Score -803374.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -803384.812500 Penalty: 4332.501465
	Iteration 34Q: 3 clusters Score -803384.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -803395.687500 Penalty: 4332.501465
	Iteration 35Q: 3 clusters Score -803395.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -803403.062500 Penalty: 4332.501465
	Iteration 36Q: 3 clusters Score -803403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -803406.562500 Penalty: 4332.501465
	Iteration 37Q: 3 clusters Score -803406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -803413.500000 Penalty: 4332.501465
	Iteration 38Q: 3 clusters Score -803413.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -803418.562500 Penalty: 4332.501465
	Iteration 39Q: 3 clusters Score -803418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -803421.750000 Penalty: 4332.501465
	Iteration 40F: 3 clusters Score -803421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -803426.125000 Penalty: 4332.501465
	Iteration 41Q: 3 clusters Score -803426.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -803433.312500 Penalty: 4332.501465
	Iteration 42Q: 3 clusters Score -803433.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -803434.375000 Penalty: 4332.501465
	Iteration 43Q: 3 clusters Score -803434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -803436.937500 Penalty: 4332.501465
	Iteration 44Q: 3 clusters Score -803436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -803441.437500 Penalty: 4332.501465
	Iteration 45Q: 3 clusters Score -803441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -803441.687500 Penalty: 4332.501465
	Iteration 46Q: 3 clusters Score -803441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -803442.250000 Penalty: 4332.501465
	Iteration 47Q: 3 clusters Score -803442.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -803443.812500 Penalty: 4332.501465
	Iteration 48Q: 3 clusters Score -803443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -803445.812500 Penalty: 4332.501465
	Iteration 49Q: 3 clusters Score -803445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -803446.500000 Penalty: 4332.501465
	Iteration 50Q: 3 clusters Score -803446.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -803446.500000 Penalty: 4332.501465
	Iteration 51F: 3 clusters Score -803446.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Entering Unmasked Estep 
Score: -2679835.000000 Penalty: 2465.087158
	Iteration 0F: 2 clusters Score -2679835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2665354.000000 Penalty: 4930.174316
	Iteration 0F: 3 clusters Score -2665354 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2670232.750000 Penalty: 4930.174316
	Iteration 1F: 3 clusters Score -2670233 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2670679.750000 Penalty: 4930.174316
	Iteration 2F: 3 clusters Score -2670680 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2671104.750000 Penalty: 4930.174316
	Iteration 3Q: 3 clusters Score -2671105 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2671556.750000 Penalty: 4930.174316
	Iteration 4Q: 3 clusters Score -2671557 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2672003.000000 Penalty: 4930.174316
	Iteration 5Q: 3 clusters Score -2672003 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2672461.750000 Penalty: 4930.174316
	Iteration 6Q: 3 clusters Score -2672462 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2672946.250000 Penalty: 4930.174316
	Iteration 7Q: 3 clusters Score -2672946 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2673455.000000 Penalty: 4930.174316
	Iteration 8Q: 3 clusters Score -2673455 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2674061 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2674720.250000 Penalty: 4930.174316
	Iteration 10Q: 3 clusters Score -2674720 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2675311.250000 Penalty: 4930.174316
	Iteration 11Q: 3 clusters Score -2675311 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2675744.500000 Penalty: 4930.174316
	Iteration 12Q: 3 clusters Score -2675744 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2676016.250000 Penalty: 4930.174316
	Iteration 13Q: 3 clusters Score -2676016 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2676211.000000 Penalty: 4930.174316
	Iteration 14Q: 3 clusters Score -2676211 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2676382.250000 Penalty: 4930.174316
	Iteration 15Q: 3 clusters Score -2676382 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2676516.750000 Penalty: 4930.174316
	Iteration 16Q: 3 clusters Score -2676517 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2676654.000000 Penalty: 4930.174316
	Iteration 17Q: 3 clusters Score -2676654 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2676740.750000 Penalty: 4930.174316
	Iteration 18Q: 3 clusters Score -2676741 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2676802.250000 Penalty: 4930.174316
	Iteration 19Q: 3 clusters Score -2676802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2676878.000000 Penalty: 4930.174316
	Iteration 20F: 3 clusters Score -2676878 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2676933.750000 Penalty: 4930.174316
	Iteration 21Q: 3 clusters Score -2676934 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2676996.500000 Penalty: 4930.174316
	Iteration 22Q: 3 clusters Score -2676996 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2677037.250000 Penalty: 4930.174316
	Iteration 23Q: 3 clusters Score -2677037 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2677064.250000 Penalty: 4930.174316
	Iteration 24Q: 3 clusters Score -2677064 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2677097.000000 Penalty: 4930.174316
	Iteration 25Q: 3 clusters Score -2677097 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2677133.500000 Penalty: 4930.174316
	Iteration 26Q: 3 clusters Score -2677134 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2677176.250000 Penalty: 4930.174316
	Iteration 27Q: 3 clusters Score -2677176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2677214.000000 Penalty: 4930.174316
	Iteration 28Q: 3 clusters Score -2677214 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2677242.750000 Penalty: 4930.174316
	Iteration 29Q: 3 clusters Score -2677243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2677267.000000 Penalty: 4930.174316
	Iteration 30Q: 3 clusters Score -2677267 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2677284.000000 Penalty: 4930.174316
	Iteration 31Q: 3 clusters Score -2677284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2677307.500000 Penalty: 4930.174316
	Iteration 32Q: 3 clusters Score -2677308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2677330.000000 Penalty: 4930.174316
	Iteration 33Q: 3 clusters Score -2677330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2677347.250000 Penalty: 4930.174316
	Iteration 34Q: 3 clusters Score -2677347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2677354.750000 Penalty: 4930.174316
	Iteration 35Q: 3 clusters Score -2677355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2677370.750000 Penalty: 4930.174316
	Iteration 36Q: 3 clusters Score -2677371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2677381.000000 Penalty: 4930.174316
	Iteration 37Q: 3 clusters Score -2677381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2677391.500000 Penalty: 4930.174316
	Iteration 38Q: 3 clusters Score -2677392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2677417.500000 Penalty: 4930.174316
	Iteration 39Q: 3 clusters Score -2677418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2677439.500000 Penalty: 4930.174316
	Iteration 40F: 3 clusters Score -2677440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2677460.750000 Penalty: 4930.174316
	Iteration 41Q: 3 clusters Score -2677461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2677490.500000 Penalty: 4930.174316
	Iteration 42Q: 3 clusters Score -2677490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2677523.250000 Penalty: 4930.174316
	Iteration 43Q: 3 clusters Score -2677523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2677544.500000 Penalty: 4930.174316
	Iteration 44Q: 3 clusters Score -2677544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2677566.500000 Penalty: 4930.174316
	Iteration 45Q: 3 clusters Score -2677566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2677572.750000 Penalty: 4930.174316
	Iteration 46Q: 3 clusters Score -2677573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2677585.500000 Penalty: 4930.174316
	Iteration 47Q: 3 clusters Score -2677586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2677593.750000 Penalty: 4930.174316
	Iteration 48Q: 3 clusters Score -2677594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2677605.500000 Penalty: 4930.174316
	Iteration 49Q: 3 clusters Score -2677606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2677620.000000 Penalty: 4930.174316
	Iteration 50Q: 3 clusters Score -2677620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2677631.000000 Penalty: 4930.174316
	Iteration 51Q: 3 clusters Score -2677631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2677634.750000 Penalty: 4930.174316
	Iteration 52Q: 3 clusters Score -2677635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2677639.000000 Penalty: 4930.174316
	Iteration 53Q: 3 clusters Score -2677639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2677647.250000 Penalty: 4930.174316
	Iteration 54Q: 3 clusters Score -2677647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2677650.250000 Penalty: 4930.174316
	Iteration 55Q: 3 clusters Score -2677650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2677655.250000 Penalty: 4930.174316
	Iteration 56Q: 3 clusters Score -2677655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2677659.500000 Penalty: 4930.174316
	Iteration 57Q: 3 clusters Score -2677660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2677664.500000 Penalty: 4930.174316
	Iteration 58Q: 3 clusters Score -2677664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2677667.500000 Penalty: 4930.174316
	Iteration 59Q: 3 clusters Score -2677668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2677679.250000 Penalty: 4930.174316
	Iteration 60F: 3 clusters Score -2677679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2677677.250000 Penalty: 4930.174316
	Iteration 61Q: 3 clusters Score -2677677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2677676.500000 Penalty: 4930.174316
	Iteration 62Q: 3 clusters Score -2677676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2677680.250000 Penalty: 4930.174316
	Iteration 63Q: 3 clusters Score -2677680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2677679.500000 Penalty: 4930.174316
	Iteration 64Q: 3 clusters Score -2677680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2677681.000000 Penalty: 4930.174316
	Iteration 65Q: 3 clusters Score -2677681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2677682.250000 Penalty: 4930.174316
	Iteration 66Q: 3 clusters Score -2677682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2677685.250000 Penalty: 4930.174316
	Iteration 67Q: 3 clusters Score -2677685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2677687.750000 Penalty: 4930.174316
	Iteration 68Q: 3 clusters Score -2677688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2677687.000000 Penalty: 4930.174316
	Iteration 69Q: 3 clusters Score -2677687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2677689.000000 Penalty: 4930.174316
	Iteration 70Q: 3 clusters Score -2677689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2677692.250000 Penalty: 4930.174316
	Iteration 71Q: 3 clusters Score -2677692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2677692.000000 Penalty: 4930.174316
	Iteration 72Q: 3 clusters Score -2677692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2677697.750000 Penalty: 4930.174316
	Iteration 73Q: 3 clusters Score -2677698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2677699.250000 Penalty: 4930.174316
	Iteration 74Q: 3 clusters Score -2677699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2677701.750000 Penalty: 4930.174316
	Iteration 75Q: 3 clusters Score -2677702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2677706.250000 Penalty: 4930.174316
	Iteration 76Q: 3 clusters Score -2677706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2677708.750000 Penalty: 4930.174316
	Iteration 77Q: 3 clusters Score -2677709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2677710.000000 Penalty: 4930.174316
	Iteration 78Q: 3 clusters Score -2677710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2677711.500000 Penalty: 4930.174316
	Iteration 79Q: 3 clusters Score -2677712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2677709.500000 Penalty: 4930.174316
	Iteration 80F: 3 clusters Score -2677710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2677712.000000 Penalty: 4930.174316
	Iteration 81Q: 3 clusters Score -2677712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2677715.500000 Penalty: 4930.174316
	Iteration 82Q: 3 clusters Score -2677716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2677716.250000 Penalty: 4930.174316
	Iteration 83Q: 3 clusters Score -2677716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2677715.000000 Penalty: 4930.174316
	Iteration 84Q: 3 clusters Score -2677715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2677716.500000 Penalty: 4930.174316
	Iteration 85Q: 3 clusters Score -2677716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2677716.750000 Penalty: 4930.174316
	Iteration 86Q: 3 clusters Score -2677717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2677715.750000 Penalty: 4930.174316
	Iteration 87Q: 3 clusters Score -2677716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2677715.250000 Penalty: 4930.174316
	Iteration 88Q: 3 clusters Score -2677715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2677714.000000 Penalty: 4930.174316
	Iteration 89Q: 3 clusters Score -2677714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2677716.500000 Penalty: 4930.174316
	Iteration 90Q: 3 clusters Score -2677716 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2677714.750000 Penalty: 4930.174316
	Iteration 91Q: 3 clusters Score -2677715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2677716.250000 Penalty: 4930.174316
	Iteration 92Q: 3 clusters Score -2677716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2677723.250000 Penalty: 4930.174316
	Iteration 93Q: 3 clusters Score -2677723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2677719.500000 Penalty: 4930.174316
	Iteration 94Q: 3 clusters Score -2677720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2677724.000000 Penalty: 4930.174316
	Iteration 95Q: 3 clusters Score -2677724 nChanged 1
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Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2677723.500000 Penalty: 4930.174316
	Iteration 96Q: 3 clusters Score -2677724 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2677724 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2677724.000000 Penalty: 4930.174316
	Iteration 98Q: 3 clusters Score -2677724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2677723.250000 Penalty: 4930.174316
	Iteration 99Q: 3 clusters Score -2677723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
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Entering Unmasked Estep 
Score: -2677730.000000 Penalty: 4930.174316
	Iteration 100F: 3 clusters Score -2677730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2677729.750000 Penalty: 4930.174316
	Iteration 101Q: 3 clusters Score -2677730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2677732.500000 Penalty: 4930.174316
	Iteration 102Q: 3 clusters Score -2677732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2677733.500000 Penalty: 4930.174316
	Iteration 103Q: 3 clusters Score -2677734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2677734.000000 Penalty: 4930.174316
	Iteration 104Q: 3 clusters Score -2677734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2677732.000000 Penalty: 4930.174316
	Iteration 105Q: 3 clusters Score -2677732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2677734.250000 Penalty: 4930.174316
	Iteration 106Q: 3 clusters Score -2677734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2677738.000000 Penalty: 4930.174316
	Iteration 107Q: 3 clusters Score -2677738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2677737.250000 Penalty: 4930.174316
	Iteration 108Q: 3 clusters Score -2677737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2677737.250000 Penalty: 4930.174316
	Iteration 109F: 3 clusters Score -2677737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -653906.687500 Penalty: 2114.190918
	Iteration 0F: 2 clusters Score -653906.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -649383.562500 Penalty: 4228.381836
	Iteration 0F: 3 clusters Score -649383.6 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -650435.437500 Penalty: 4228.381836
	Iteration 1F: 3 clusters Score -650435.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -650658.250000 Penalty: 4228.381836
	Iteration 2F: 3 clusters Score -650658.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -650806.562500 Penalty: 4228.381836
	Iteration 3F: 3 clusters Score -650806.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -650911.187500 Penalty: 4228.381836
	Iteration 4Q: 3 clusters Score -650911.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -650984.750000 Penalty: 4228.381836
	Iteration 5Q: 3 clusters Score -650984.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -651038.375000 Penalty: 4228.381836
	Iteration 6Q: 3 clusters Score -651038.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -651088.437500 Penalty: 4228.381836
	Iteration 7Q: 3 clusters Score -651088.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -651129.750000 Penalty: 4228.381836
	Iteration 8Q: 3 clusters Score -651129.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -651183.500000 Penalty: 4228.381836
	Iteration 9Q: 3 clusters Score -651183.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -651238.625000 Penalty: 4228.381836
	Iteration 10Q: 3 clusters Score -651238.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -651289.062500 Penalty: 4228.381836
	Iteration 11Q: 3 clusters Score -651289.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -651355.187500 Penalty: 4228.381836
	Iteration 12Q: 3 clusters Score -651355.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -651425.687500 Penalty: 4228.381836
	Iteration 13Q: 3 clusters Score -651425.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -651487.937500 Penalty: 4228.381836
	Iteration 14Q: 3 clusters Score -651487.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -651541.125000 Penalty: 4228.381836
	Iteration 15Q: 3 clusters Score -651541.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -651592.000000 Penalty: 4228.381836
	Iteration 16Q: 3 clusters Score -651592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -651643.187500 Penalty: 4228.381836
	Iteration 17Q: 3 clusters Score -651643.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -651694.625000 Penalty: 4228.381836
	Iteration 18Q: 3 clusters Score -651694.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -651745.625000 Penalty: 4228.381836
	Iteration 19Q: 3 clusters Score -651745.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -651805.500000 Penalty: 4228.381836
	Iteration 20F: 3 clusters Score -651805.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -651884.812500 Penalty: 4228.381836
	Iteration 21Q: 3 clusters Score -651884.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -651960.625000 Penalty: 4228.381836
	Iteration 22Q: 3 clusters Score -651960.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -652031.375000 Penalty: 4228.381836
	Iteration 23Q: 3 clusters Score -652031.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -652093.062500 Penalty: 4228.381836
	Iteration 24Q: 3 clusters Score -652093.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -652154.687500 Penalty: 4228.381836
	Iteration 25Q: 3 clusters Score -652154.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -652203.187500 Penalty: 4228.381836
	Iteration 26Q: 3 clusters Score -652203.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -652234.375000 Penalty: 4228.381836
	Iteration 27Q: 3 clusters Score -652234.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -652260.562500 Penalty: 4228.381836
	Iteration 28Q: 3 clusters Score -652260.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -652285.250000 Penalty: 4228.381836
	Iteration 29Q: 3 clusters Score -652285.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -652305.000000 Penalty: 4228.381836
	Iteration 30Q: 3 clusters Score -652305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -652323.375000 Penalty: 4228.381836
	Iteration 31Q: 3 clusters Score -652323.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -652338.375000 Penalty: 4228.381836
	Iteration 32Q: 3 clusters Score -652338.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -652352.437500 Penalty: 4228.381836
	Iteration 33Q: 3 clusters Score -652352.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -652366.812500 Penalty: 4228.381836
	Iteration 34Q: 3 clusters Score -652366.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -652378.625000 Penalty: 4228.381836
	Iteration 35Q: 3 clusters Score -652378.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -652388.500000 Penalty: 4228.381836
	Iteration 36Q: 3 clusters Score -652388.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -652396.875000 Penalty: 4228.381836
	Iteration 37Q: 3 clusters Score -652396.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -652401.125000 Penalty: 4228.381836
	Iteration 38Q: 3 clusters Score -652401.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -652408.875000 Penalty: 4228.381836
	Iteration 39Q: 3 clusters Score -652408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -652415.750000 Penalty: 4228.381836
	Iteration 40F: 3 clusters Score -652415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -652421.875000 Penalty: 4228.381836
	Iteration 41Q: 3 clusters Score -652421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -652428.062500 Penalty: 4228.381836
	Iteration 42Q: 3 clusters Score -652428.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -652431.250000 Penalty: 4228.381836
	Iteration 43Q: 3 clusters Score -652431.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -652437.125000 Penalty: 4228.381836
	Iteration 44Q: 3 clusters Score -652437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -652442.062500 Penalty: 4228.381836
	Iteration 45Q: 3 clusters Score -652442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -652443.937500 Penalty: 4228.381836
	Iteration 46Q: 3 clusters Score -652443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -652447.187500 Penalty: 4228.381836
	Iteration 47Q: 3 clusters Score -652447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -652447.187500 Penalty: 4228.381836
	Iteration 48F: 3 clusters Score -652447.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -44956.410156 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -44956.41 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 190 members 
Entering Unmasked Estep 
Score: -43572.664062 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -43572.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43730.632812 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -43730.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43752.699219 Penalty: 2939.755371
	Iteration 2Q: 3 clusters Score -43752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43759.265625 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -43759.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43764.523438 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -43764.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43769.175781 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -43769.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43769.175781 Penalty: 2939.755371
	Iteration 6F: 3 clusters Score -43769.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (140621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140621 members 
Entering Unmasked Estep 
Score: -18437452.000000 Penalty: 2939.748291
	Iteration 0F: 2 clusters Score -1.843745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -18344122.000000 Penalty: 5879.496582
	Iteration 0F: 3 clusters Score -1.834412e+07 nChanged 67010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -18382624.000000 Penalty: 5879.496582
	Iteration 1F: 3 clusters Score -1.838262e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -18383846.000000 Penalty: 5879.496582
	Iteration 2Q: 3 clusters Score -1.838385e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -18385386.000000 Penalty: 5879.496582
	Iteration 3Q: 3 clusters Score -1.838539e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -18387486.000000 Penalty: 5879.496582
	Iteration 4Q: 3 clusters Score -1.838749e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -18391208.000000 Penalty: 5879.496582
	Iteration 5F: 3 clusters Score -1.839121e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -18396892.000000 Penalty: 5879.496582
	Iteration 6F: 3 clusters Score -1.839689e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -18404228.000000 Penalty: 5879.496582
	Iteration 7F: 3 clusters Score -1.840423e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 113096 members 
Entering Unmasked Estep 
Score: -18412516.000000 Penalty: 5879.496582
	Iteration 8F: 3 clusters Score -1.841252e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -18419938.000000 Penalty: 5879.496582
	Iteration 9F: 3 clusters Score -1.841994e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 128912 members 
Entering Unmasked Estep 
Score: -18425898.000000 Penalty: 5879.496582
	Iteration 10F: 3 clusters Score -1.84259e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 133974 members 
Entering Unmasked Estep 
Score: -18430230.000000 Penalty: 5879.496582
	Iteration 11Q: 3 clusters Score -1.843023e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 136995 members 
Entering Unmasked Estep 
Score: -18432688.000000 Penalty: 5879.496582
	Iteration 12Q: 3 clusters Score -1.843269e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 138609 members 
Entering Unmasked Estep 
Score: -18433906.000000 Penalty: 5879.496582
	Iteration 13Q: 3 clusters Score -1.843391e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 139339 members 
Entering Unmasked Estep 
Score: -18434422.000000 Penalty: 5879.496582
	Iteration 14Q: 3 clusters Score -1.843442e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 139677 members 
Entering Unmasked Estep 
Score: -18434660.000000 Penalty: 5879.496582
	Iteration 15Q: 3 clusters Score -1.843466e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 139848 members 
Entering Unmasked Estep 
Score: -18434804.000000 Penalty: 5879.496582
	Iteration 16Q: 3 clusters Score -1.84348e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 139949 members 
Entering Unmasked Estep 
Score: -18434916.000000 Penalty: 5879.496582
	Iteration 17Q: 3 clusters Score -1.843492e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 140014 members 
Entering Unmasked Estep 
Score: -18434976.000000 Penalty: 5879.496582
	Iteration 18Q: 3 clusters Score -1.843498e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 140060 members 
Entering Unmasked Estep 
Score: -18435030.000000 Penalty: 5879.496582
	Iteration 19Q: 3 clusters Score -1.843503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 140081 members 
Entering Unmasked Estep 
Score: -18435054.000000 Penalty: 5879.496582
	Iteration 20F: 3 clusters Score -1.843505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 140092 members 
Entering Unmasked Estep 
Score: -18435064.000000 Penalty: 5879.496582
	Iteration 21Q: 3 clusters Score -1.843506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 140100 members 
Entering Unmasked Estep 
Score: -18435056.000000 Penalty: 5879.496582
	Iteration 22Q: 3 clusters Score -1.843506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 140110 members 
Entering Unmasked Estep 
Score: -18435072.000000 Penalty: 5879.496582
	Iteration 23Q: 3 clusters Score -1.843507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -18435078.000000 Penalty: 5879.496582
	Iteration 24Q: 3 clusters Score -1.843508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -18435084.000000 Penalty: 5879.496582
	Iteration 25Q: 3 clusters Score -1.843508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 140121 members 
Entering Unmasked Estep 
Score: -18435082.000000 Penalty: 5879.496582
	Iteration 26Q: 3 clusters Score -1.843508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -18435092.000000 Penalty: 5879.496582
	Iteration 27Q: 3 clusters Score -1.843509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 140132 members 
Entering Unmasked Estep 
Score: -18435094.000000 Penalty: 5879.496582
	Iteration 28Q: 3 clusters Score -1.843509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 140133 members 
Entering Unmasked Estep 
Score: -18435092.000000 Penalty: 5879.496582
	Iteration 29Q: 3 clusters Score -1.843509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 140134 members 
Entering Unmasked Estep 
Score: -18435096.000000 Penalty: 5879.496582
	Iteration 30Q: 3 clusters Score -1.84351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 140135 members 
Entering Unmasked Estep 
Score: -18435094.000000 Penalty: 5879.496582
	Iteration 31Q: 3 clusters Score -1.843509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 140135 members 
Entering Unmasked Estep 
Score: -18435094.000000 Penalty: 5879.496582
	Iteration 32F: 3 clusters Score -1.843509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2147521.750000 Penalty: 2408.416748
	Iteration 0F: 2 clusters Score -2147522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2135684.000000 Penalty: 4816.833496
	Iteration 0F: 3 clusters Score -2135684 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2139726.500000 Penalty: 4816.833496
	Iteration 1F: 3 clusters Score -2139726 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2140160.000000 Penalty: 4816.833496
	Iteration 2F: 3 clusters Score -2140160 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2140543.750000 Penalty: 4816.833496
	Iteration 3F: 3 clusters Score -2140544 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2140886.500000 Penalty: 4816.833496
	Iteration 4Q: 3 clusters Score -2140886 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2141260.500000 Penalty: 4816.833496
	Iteration 5Q: 3 clusters Score -2141260 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2141601.750000 Penalty: 4816.833496
	Iteration 6Q: 3 clusters Score -2141602 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2141940.250000 Penalty: 4816.833496
	Iteration 7Q: 3 clusters Score -2141940 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2142216.750000 Penalty: 4816.833496
	Iteration 8Q: 3 clusters Score -2142217 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2142476.250000 Penalty: 4816.833496
	Iteration 9Q: 3 clusters Score -2142476 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2142713.250000 Penalty: 4816.833496
	Iteration 10Q: 3 clusters Score -2142713 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2142928.000000 Penalty: 4816.833496
	Iteration 11Q: 3 clusters Score -2142928 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2143141.750000 Penalty: 4816.833496
	Iteration 12Q: 3 clusters Score -2143142 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2143340.750000 Penalty: 4816.833496
	Iteration 13Q: 3 clusters Score -2143341 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2143573.500000 Penalty: 4816.833496
	Iteration 14Q: 3 clusters Score -2143574 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2143811.500000 Penalty: 4816.833496
	Iteration 15Q: 3 clusters Score -2143812 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2144073.000000 Penalty: 4816.833496
	Iteration 16Q: 3 clusters Score -2144073 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2144355.000000 Penalty: 4816.833496
	Iteration 17Q: 3 clusters Score -2144355 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2144563.500000 Penalty: 4816.833496
	Iteration 18Q: 3 clusters Score -2144564 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2144762.750000 Penalty: 4816.833496
	Iteration 19Q: 3 clusters Score -2144763 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2144904.750000 Penalty: 4816.833496
	Iteration 20F: 3 clusters Score -2144905 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2145019.250000 Penalty: 4816.833496
	Iteration 21Q: 3 clusters Score -2145019 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2145100.500000 Penalty: 4816.833496
	Iteration 22Q: 3 clusters Score -2145100 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2145169.500000 Penalty: 4816.833496
	Iteration 23Q: 3 clusters Score -2145170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2145225.500000 Penalty: 4816.833496
	Iteration 24Q: 3 clusters Score -2145226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2145261.750000 Penalty: 4816.833496
	Iteration 25Q: 3 clusters Score -2145262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2145291.250000 Penalty: 4816.833496
	Iteration 26Q: 3 clusters Score -2145291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2145307.000000 Penalty: 4816.833496
	Iteration 27Q: 3 clusters Score -2145307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2145321.250000 Penalty: 4816.833496
	Iteration 28Q: 3 clusters Score -2145321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2145331.500000 Penalty: 4816.833496
	Iteration 29Q: 3 clusters Score -2145332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2145345.250000 Penalty: 4816.833496
	Iteration 30Q: 3 clusters Score -2145345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2145351.750000 Penalty: 4816.833496
	Iteration 31Q: 3 clusters Score -2145352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2145352.500000 Penalty: 4816.833496
	Iteration 32Q: 3 clusters Score -2145352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2145353.750000 Penalty: 4816.833496
	Iteration 33Q: 3 clusters Score -2145354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2145353.250000 Penalty: 4816.833496
	Iteration 34Q: 3 clusters Score -2145353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2145358.500000 Penalty: 4816.833496
	Iteration 35Q: 3 clusters Score -2145358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2145363.250000 Penalty: 4816.833496
	Iteration 36Q: 3 clusters Score -2145363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2145366.250000 Penalty: 4816.833496
	Iteration 37Q: 3 clusters Score -2145366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2145372.500000 Penalty: 4816.833496
	Iteration 38Q: 3 clusters Score -2145372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2145374.750000 Penalty: 4816.833496
	Iteration 39Q: 3 clusters Score -2145375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2145379.750000 Penalty: 4816.833496
	Iteration 40F: 3 clusters Score -2145380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2145384.750000 Penalty: 4816.833496
	Iteration 41Q: 3 clusters Score -2145385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2145387.750000 Penalty: 4816.833496
	Iteration 42Q: 3 clusters Score -2145388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2145385.000000 Penalty: 4816.833496
	Iteration 43Q: 3 clusters Score -2145385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2145388.250000 Penalty: 4816.833496
	Iteration 44Q: 3 clusters Score -2145388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2145389.000000 Penalty: 4816.833496
	Iteration 45Q: 3 clusters Score -2145389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2145393.250000 Penalty: 4816.833496
	Iteration 46Q: 3 clusters Score -2145393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2145392.000000 Penalty: 4816.833496
	Iteration 47Q: 3 clusters Score -2145392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2145392.000000 Penalty: 4816.833496
	Iteration 48F: 3 clusters Score -2145392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -16956.197266 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -16956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15911.958008 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -15911.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15933.166992 Penalty: 2507.897949
	Iteration 1Q: 3 clusters Score -15933.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15942.186523 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -15942.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15950.725586 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -15950.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15950.725586 Penalty: 2507.897949
	Iteration 4F: 3 clusters Score -15950.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 13876 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 42692 members 
Mstep: Class 16 contains 6448 members 
Mstep: Class 17 contains 20522 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 20741 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 140621 members 
Mstep: Class 23 contains 16504 members 
Mstep: Class 24 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897892.000000 Penalty: 78895.390625
Iteration 359Q: 26 clusters Score -4.289789e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3174 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 5359 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 12787 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10252 members 
Mstep: Class 15 contains 42712 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 20447 members 
Mstep: Class 18 contains 6248 members 
Mstep: Class 19 contains 20664 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 140445 members 
Mstep: Class 23 contains 16458 members 
Mstep: Class 24 contains 154 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897996.000000 Penalty: 78895.390625
Iteration 360F: 26 clusters Score -4.2898e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 13967 members 
Mstep: Class 5 contains 5363 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7307 members 
Mstep: Class 8 contains 12770 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 5970 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 42717 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 20391 members 
Mstep: Class 18 contains 6265 members 
Mstep: Class 19 contains 20582 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 140331 members 
Mstep: Class 23 contains 16446 members 
Mstep: Class 24 contains 151 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898216.000000 Penalty: 78895.390625
Iteration 361Q: 26 clusters Score -4.289822e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 13984 members 
Mstep: Class 5 contains 5364 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12766 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 5980 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10446 members 
Mstep: Class 15 contains 42720 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 20355 members 
Mstep: Class 18 contains 6289 members 
Mstep: Class 19 contains 20491 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 140259 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 149 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898244.000000 Penalty: 78895.390625
Iteration 362Q: 26 clusters Score -4.289824e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3155 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 5360 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 5985 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 42713 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 20328 members 
Mstep: Class 18 contains 6307 members 
Mstep: Class 19 contains 20429 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 140179 members 
Mstep: Class 23 contains 16421 members 
Mstep: Class 24 contains 146 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898364.000000 Penalty: 78895.390625
Iteration 363Q: 26 clusters Score -4.289836e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 14022 members 
Mstep: Class 5 contains 5363 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7312 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10533 members 
Mstep: Class 15 contains 42704 members 
Mstep: Class 16 contains 6896 members 
Mstep: Class 17 contains 20311 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 20377 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 140138 members 
Mstep: Class 23 contains 16394 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898664.000000 Penalty: 78895.390625
Iteration 364Q: 26 clusters Score -4.289866e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 5363 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 12753 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10559 members 
Mstep: Class 15 contains 42707 members 
Mstep: Class 16 contains 6943 members 
Mstep: Class 17 contains 20297 members 
Mstep: Class 18 contains 6332 members 
Mstep: Class 19 contains 20329 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 140112 members 
Mstep: Class 23 contains 16390 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898728.000000 Penalty: 78895.390625
Iteration 365Q: 26 clusters Score -4.289873e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 5364 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12747 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10580 members 
Mstep: Class 15 contains 42700 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 20294 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 20273 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 140107 members 
Mstep: Class 23 contains 16380 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898716.000000 Penalty: 78895.390625
Iteration 366Q: 26 clusters Score -4.289872e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 3147 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 5358 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 12745 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 42692 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 20278 members 
Mstep: Class 18 contains 6351 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 140115 members 
Mstep: Class 23 contains 16378 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898704.000000 Penalty: 78895.390625
Iteration 367Q: 26 clusters Score -4.28987e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 5356 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 12744 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 12 contains 1867 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10614 members 
Mstep: Class 15 contains 42687 members 
Mstep: Class 16 contains 7045 members 
Mstep: Class 17 contains 20273 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 20179 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 140105 members 
Mstep: Class 23 contains 16377 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898796.000000 Penalty: 78895.390625
Iteration 368Q: 26 clusters Score -4.28988e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 14088 members 
Mstep: Class 5 contains 5357 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10624 members 
Mstep: Class 15 contains 42685 members 
Mstep: Class 16 contains 7061 members 
Mstep: Class 17 contains 20266 members 
Mstep: Class 18 contains 6361 members 
Mstep: Class 19 contains 20147 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 140107 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898916.000000 Penalty: 78895.390625
Iteration 369Q: 26 clusters Score -4.289892e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 3148 members 
Mstep: Class 4 contains 14096 members 
Mstep: Class 5 contains 5356 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12733 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10631 members 
Mstep: Class 15 contains 42678 members 
Mstep: Class 16 contains 7075 members 
Mstep: Class 17 contains 20260 members 
Mstep: Class 18 contains 6367 members 
Mstep: Class 19 contains 20114 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 140120 members 
Mstep: Class 23 contains 16368 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898912.000000 Penalty: 78895.390625
Iteration 370Q: 26 clusters Score -4.289891e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 3147 members 
Mstep: Class 4 contains 14106 members 
Mstep: Class 5 contains 5360 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12731 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10634 members 
Mstep: Class 15 contains 42676 members 
Mstep: Class 16 contains 7089 members 
Mstep: Class 17 contains 20260 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 20074 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140132 members 
Mstep: Class 23 contains 16369 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898836.000000 Penalty: 78895.390625
Iteration 371Q: 26 clusters Score -4.289884e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 14120 members 
Mstep: Class 5 contains 5360 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10636 members 
Mstep: Class 15 contains 42673 members 
Mstep: Class 16 contains 7098 members 
Mstep: Class 17 contains 20250 members 
Mstep: Class 18 contains 6374 members 
Mstep: Class 19 contains 20031 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140148 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898792.000000 Penalty: 78895.390625
Iteration 372Q: 26 clusters Score -4.289879e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 3156 members 
Mstep: Class 4 contains 14126 members 
Mstep: Class 5 contains 5360 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12729 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10637 members 
Mstep: Class 15 contains 42674 members 
Mstep: Class 16 contains 7109 members 
Mstep: Class 17 contains 20238 members 
Mstep: Class 18 contains 6382 members 
Mstep: Class 19 contains 19998 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140145 members 
Mstep: Class 23 contains 16379 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898780.000000 Penalty: 78895.390625
Iteration 373Q: 26 clusters Score -4.289878e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 3162 members 
Mstep: Class 4 contains 14141 members 
Mstep: Class 5 contains 5357 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 12729 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 42670 members 
Mstep: Class 16 contains 7114 members 
Mstep: Class 17 contains 20230 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 19967 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140153 members 
Mstep: Class 23 contains 16385 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898788.000000 Penalty: 78895.390625
Iteration 374Q: 26 clusters Score -4.289879e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 3168 members 
Mstep: Class 4 contains 14152 members 
Mstep: Class 5 contains 5355 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12729 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10643 members 
Mstep: Class 15 contains 42672 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 20227 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 19927 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140157 members 
Mstep: Class 23 contains 16390 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898856.000000 Penalty: 78895.390625
Iteration 375Q: 26 clusters Score -4.289886e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 14154 members 
Mstep: Class 5 contains 5354 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10644 members 
Mstep: Class 15 contains 42669 members 
Mstep: Class 16 contains 7142 members 
Mstep: Class 17 contains 20224 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 19896 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140164 members 
Mstep: Class 23 contains 16391 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898776.000000 Penalty: 78895.390625
Iteration 376Q: 26 clusters Score -4.289878e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 4 contains 14167 members 
Mstep: Class 5 contains 5354 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12728 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10644 members 
Mstep: Class 15 contains 42667 members 
Mstep: Class 16 contains 7150 members 
Mstep: Class 17 contains 20219 members 
Mstep: Class 18 contains 6395 members 
Mstep: Class 19 contains 19854 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140194 members 
Mstep: Class 23 contains 16391 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898864.000000 Penalty: 78895.390625
Iteration 377Q: 26 clusters Score -4.289886e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 14177 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12725 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 42668 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 20214 members 
Mstep: Class 18 contains 6396 members 
Mstep: Class 19 contains 19811 members 
Mstep: Class 20 contains 5040 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140224 members 
Mstep: Class 23 contains 16397 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898796.000000 Penalty: 78895.390625
Iteration 378Q: 26 clusters Score -4.28988e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 12723 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 42666 members 
Mstep: Class 16 contains 7167 members 
Mstep: Class 17 contains 20210 members 
Mstep: Class 18 contains 6396 members 
Mstep: Class 19 contains 19770 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140251 members 
Mstep: Class 23 contains 16400 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898756.000000 Penalty: 78895.390625
Iteration 379Q: 26 clusters Score -4.289876e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12722 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7213 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 42665 members 
Mstep: Class 16 contains 7179 members 
Mstep: Class 17 contains 20208 members 
Mstep: Class 18 contains 6397 members 
Mstep: Class 19 contains 19725 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140271 members 
Mstep: Class 23 contains 16401 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898828.000000 Penalty: 78895.390625
Iteration 380F: 26 clusters Score -4.289883e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12719 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 42665 members 
Mstep: Class 16 contains 7190 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 6397 members 
Mstep: Class 19 contains 19680 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140299 members 
Mstep: Class 23 contains 16402 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898864.000000 Penalty: 78895.390625
Iteration 381Q: 26 clusters Score -4.289886e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 3182 members 
Mstep: Class 4 contains 14245 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 12719 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 42664 members 
Mstep: Class 16 contains 7204 members 
Mstep: Class 17 contains 20189 members 
Mstep: Class 18 contains 6397 members 
Mstep: Class 19 contains 19644 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140317 members 
Mstep: Class 23 contains 16403 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898820.000000 Penalty: 78895.390625
Iteration 382Q: 26 clusters Score -4.289882e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 14257 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 12719 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 7228 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 42659 members 
Mstep: Class 16 contains 7216 members 
Mstep: Class 17 contains 20179 members 
Mstep: Class 18 contains 6401 members 
Mstep: Class 19 contains 19614 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140336 members 
Mstep: Class 23 contains 16404 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898824.000000 Penalty: 78895.390625
Iteration 383Q: 26 clusters Score -4.289882e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 14272 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 12716 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10646 members 
Mstep: Class 15 contains 42651 members 
Mstep: Class 16 contains 7226 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 6403 members 
Mstep: Class 19 contains 19590 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140346 members 
Mstep: Class 23 contains 16404 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898836.000000 Penalty: 78895.390625
Iteration 384Q: 26 clusters Score -4.289884e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 14270 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12713 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10647 members 
Mstep: Class 15 contains 42648 members 
Mstep: Class 16 contains 7232 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 19565 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140361 members 
Mstep: Class 23 contains 16405 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898788.000000 Penalty: 78895.390625
Iteration 385Q: 26 clusters Score -4.289879e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 14273 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10648 members 
Mstep: Class 15 contains 42646 members 
Mstep: Class 16 contains 7236 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 6411 members 
Mstep: Class 19 contains 19526 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140384 members 
Mstep: Class 23 contains 16405 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898784.000000 Penalty: 78895.390625
Iteration 386Q: 26 clusters Score -4.289878e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 42645 members 
Mstep: Class 16 contains 7240 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 6412 members 
Mstep: Class 19 contains 19497 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140400 members 
Mstep: Class 23 contains 16405 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898736.000000 Penalty: 78895.390625
Iteration 387Q: 26 clusters Score -4.289874e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 3182 members 
Mstep: Class 4 contains 14271 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7234 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10650 members 
Mstep: Class 15 contains 42643 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 20169 members 
Mstep: Class 18 contains 6410 members 
Mstep: Class 19 contains 19479 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140425 members 
Mstep: Class 23 contains 16408 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898716.000000 Penalty: 78895.390625
Iteration 388Q: 26 clusters Score -4.289872e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 5353 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7234 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10650 members 
Mstep: Class 15 contains 42639 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 20168 members 
Mstep: Class 18 contains 6412 members 
Mstep: Class 19 contains 19459 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140435 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898712.000000 Penalty: 78895.390625
Iteration 389Q: 26 clusters Score -4.289871e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 14287 members 
Mstep: Class 5 contains 5355 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7234 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10650 members 
Mstep: Class 15 contains 42637 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 19439 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140448 members 
Mstep: Class 23 contains 16415 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898740.000000 Penalty: 78895.390625
Iteration 390Q: 26 clusters Score -4.289874e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 14285 members 
Mstep: Class 5 contains 5358 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10651 members 
Mstep: Class 15 contains 42636 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 20164 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 19426 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140457 members 
Mstep: Class 23 contains 16415 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898744.000000 Penalty: 78895.390625
Iteration 391Q: 26 clusters Score -4.289874e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 14287 members 
Mstep: Class 5 contains 5361 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7241 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42632 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 20161 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 19413 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140467 members 
Mstep: Class 23 contains 16415 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898760.000000 Penalty: 78895.390625
Iteration 392Q: 26 clusters Score -4.289876e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 14288 members 
Mstep: Class 5 contains 5361 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 20160 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 19394 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140477 members 
Mstep: Class 23 contains 16417 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898744.000000 Penalty: 78895.390625
Iteration 393Q: 26 clusters Score -4.289874e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 14296 members 
Mstep: Class 5 contains 5360 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 20160 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 19372 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140486 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898728.000000 Penalty: 78895.390625
Iteration 394Q: 26 clusters Score -4.289873e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 14305 members 
Mstep: Class 5 contains 5361 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 1889 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42628 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 20158 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 19357 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140495 members 
Mstep: Class 23 contains 16420 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898716.000000 Penalty: 78895.390625
Iteration 395Q: 26 clusters Score -4.289872e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 14307 members 
Mstep: Class 5 contains 5363 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 1889 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42627 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 20156 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 19335 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140502 members 
Mstep: Class 23 contains 16420 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898724.000000 Penalty: 78895.390625
Iteration 396Q: 26 clusters Score -4.289872e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 4 contains 14304 members 
Mstep: Class 5 contains 5364 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7307 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42621 members 
Mstep: Class 16 contains 7252 members 
Mstep: Class 17 contains 20158 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 19318 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140516 members 
Mstep: Class 23 contains 16419 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898736.000000 Penalty: 78895.390625
Iteration 397Q: 26 clusters Score -4.289874e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 3190 members 
Mstep: Class 4 contains 14307 members 
Mstep: Class 5 contains 5367 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7306 members 
Mstep: Class 8 contains 12713 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42620 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 20160 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 19290 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140529 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898744.000000 Penalty: 78895.390625
Iteration 398Q: 26 clusters Score -4.289874e+07 nChanged 64
Entering ConstructFrom: 
Score: -42898744.000000 Penalty: 78895.390625
Entering ConstructFrom: 
Trying to split cluster 1 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -21230.089844 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -21230.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20163.576172 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -20163.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20239.732422 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -20239.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20277.001953 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -20277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20277.001953 Penalty: 2630.439209
	Iteration 3F: 3 clusters Score -20277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -400096.937500 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -400096.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -396753.906250 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -396753.9 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -397355.750000 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -397355.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -397541.187500 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -397541.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -397649.000000 Penalty: 3985.176758
	Iteration 3F: 3 clusters Score -397649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -397711.156250 Penalty: 3985.176758
	Iteration 4Q: 3 clusters Score -397711.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -397754.093750 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -397754.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397785.375000 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -397785.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -397804.281250 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -397804.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -397817.625000 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -397817.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -397826.187500 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -397826.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -397836.625000 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -397836.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -397848.375000 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -397848.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -397855.375000 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -397855.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -397867.062500 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -397867.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -397879.843750 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -397879.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397887.843750 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -397887.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -397892.468750 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -397892.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -397898.031250 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -397898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -397902.593750 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -397902.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397907.031250 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -397907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -397912.625000 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -397912.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -397915.593750 Penalty: 3985.176758
	Iteration 21Q: 3 clusters Score -397915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -397918.656250 Penalty: 3985.176758
	Iteration 22Q: 3 clusters Score -397918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -397920.781250 Penalty: 3985.176758
	Iteration 23Q: 3 clusters Score -397920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -397922.093750 Penalty: 3985.176758
	Iteration 24Q: 3 clusters Score -397922.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -397924.093750 Penalty: 3985.176758
	Iteration 25Q: 3 clusters Score -397924.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -397926.281250 Penalty: 3985.176758
	Iteration 26Q: 3 clusters Score -397926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -397928.531250 Penalty: 3985.176758
	Iteration 27Q: 3 clusters Score -397928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -397928.531250 Penalty: 3985.176758
	Iteration 28F: 3 clusters Score -397928.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -396630.437500 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -396630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -393193.406250 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -393193.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -393893.937500 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -393893.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -394064.812500 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -394064.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -394152.593750 Penalty: 4001.772461
	Iteration 3F: 3 clusters Score -394152.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -394196.562500 Penalty: 4001.772461
	Iteration 4Q: 3 clusters Score -394196.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -394226.875000 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -394226.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -394250.968750 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -394251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -394274.375000 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -394274.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -394297.281250 Penalty: 4001.772461
	Iteration 8Q: 3 clusters Score -394297.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -394321.500000 Penalty: 4001.772461
	Iteration 9Q: 3 clusters Score -394321.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -394347.500000 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -394347.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -394360.750000 Penalty: 4001.772461
	Iteration 11Q: 3 clusters Score -394360.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -394370.187500 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -394370.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -394380.125000 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -394380.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -394391.750000 Penalty: 4001.772461
	Iteration 14Q: 3 clusters Score -394391.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -394398.843750 Penalty: 4001.772461
	Iteration 15Q: 3 clusters Score -394398.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -394404.500000 Penalty: 4001.772461
	Iteration 16Q: 3 clusters Score -394404.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -394410.718750 Penalty: 4001.772461
	Iteration 17Q: 3 clusters Score -394410.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -394416.437500 Penalty: 4001.772461
	Iteration 18Q: 3 clusters Score -394416.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -394423.312500 Penalty: 4001.772461
	Iteration 19Q: 3 clusters Score -394423.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -394428.562500 Penalty: 4001.772461
	Iteration 20F: 3 clusters Score -394428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -394432.625000 Penalty: 4001.772461
	Iteration 21Q: 3 clusters Score -394432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -394432.750000 Penalty: 4001.772461
	Iteration 22Q: 3 clusters Score -394432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -394435.062500 Penalty: 4001.772461
	Iteration 23Q: 3 clusters Score -394435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -394437.156250 Penalty: 4001.772461
	Iteration 24Q: 3 clusters Score -394437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -394439.843750 Penalty: 4001.772461
	Iteration 25Q: 3 clusters Score -394439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -394440.562500 Penalty: 4001.772461
	Iteration 26Q: 3 clusters Score -394440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -394442.000000 Penalty: 4001.772461
	Iteration 27Q: 3 clusters Score -394442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -394442.468750 Penalty: 4001.772461
	Iteration 28Q: 3 clusters Score -394442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -394442.468750 Penalty: 4001.772461
	Iteration 29F: 3 clusters Score -394442.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Entering Unmasked Estep 
Score: -1767651.625000 Penalty: 2373.127686
	Iteration 0F: 2 clusters Score -1767652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1757259.250000 Penalty: 4746.255371
	Iteration 0F: 3 clusters Score -1757259 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1760523.625000 Penalty: 4746.255371
	Iteration 1F: 3 clusters Score -1760524 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1760839.000000 Penalty: 4746.255371
	Iteration 2F: 3 clusters Score -1760839 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1761065.375000 Penalty: 4746.255371
	Iteration 3Q: 3 clusters Score -1761065 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1761237.625000 Penalty: 4746.255371
	Iteration 4Q: 3 clusters Score -1761238 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1761390.125000 Penalty: 4746.255371
	Iteration 5Q: 3 clusters Score -1761390 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1761512.750000 Penalty: 4746.255371
	Iteration 6Q: 3 clusters Score -1761513 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1761643.375000 Penalty: 4746.255371
	Iteration 7Q: 3 clusters Score -1761643 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1761792.000000 Penalty: 4746.255371
	Iteration 8Q: 3 clusters Score -1761792 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1761953.750000 Penalty: 4746.255371
	Iteration 9Q: 3 clusters Score -1761954 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1762151.750000 Penalty: 4746.255371
	Iteration 10Q: 3 clusters Score -1762152 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1762418.375000 Penalty: 4746.255371
	Iteration 11Q: 3 clusters Score -1762418 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1762770.625000 Penalty: 4746.255371
	Iteration 12Q: 3 clusters Score -1762771 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1763214.875000 Penalty: 4746.255371
	Iteration 13Q: 3 clusters Score -1763215 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1763692.125000 Penalty: 4746.255371
	Iteration 14Q: 3 clusters Score -1763692 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1764160.750000 Penalty: 4746.255371
	Iteration 15Q: 3 clusters Score -1764161 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1764544.750000 Penalty: 4746.255371
	Iteration 16Q: 3 clusters Score -1764545 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1764852.875000 Penalty: 4746.255371
	Iteration 17Q: 3 clusters Score -1764853 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1765085.125000 Penalty: 4746.255371
	Iteration 18Q: 3 clusters Score -1765085 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1765262.875000 Penalty: 4746.255371
	Iteration 19Q: 3 clusters Score -1765263 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1765381.375000 Penalty: 4746.255371
	Iteration 20F: 3 clusters Score -1765381 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1765454.625000 Penalty: 4746.255371
	Iteration 21Q: 3 clusters Score -1765455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1765520.750000 Penalty: 4746.255371
	Iteration 22Q: 3 clusters Score -1765521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1765558.875000 Penalty: 4746.255371
	Iteration 23Q: 3 clusters Score -1765559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1765581.250000 Penalty: 4746.255371
	Iteration 24Q: 3 clusters Score -1765581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1765602.750000 Penalty: 4746.255371
	Iteration 25Q: 3 clusters Score -1765603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1765621.875000 Penalty: 4746.255371
	Iteration 26Q: 3 clusters Score -1765622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1765637.250000 Penalty: 4746.255371
	Iteration 27Q: 3 clusters Score -1765637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1765643.000000 Penalty: 4746.255371
	Iteration 28Q: 3 clusters Score -1765643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1765643.375000 Penalty: 4746.255371
	Iteration 29Q: 3 clusters Score -1765643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1765644.625000 Penalty: 4746.255371
	Iteration 30Q: 3 clusters Score -1765645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1765646.875000 Penalty: 4746.255371
	Iteration 31Q: 3 clusters Score -1765647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1765647.000000 Penalty: 4746.255371
	Iteration 32Q: 3 clusters Score -1765647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1765647.625000 Penalty: 4746.255371
	Iteration 33Q: 3 clusters Score -1765648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1765652.125000 Penalty: 4746.255371
	Iteration 34Q: 3 clusters Score -1765652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1765655.875000 Penalty: 4746.255371
	Iteration 35Q: 3 clusters Score -1765656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1765656.750000 Penalty: 4746.255371
	Iteration 36Q: 3 clusters Score -1765657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1765657.500000 Penalty: 4746.255371
	Iteration 37Q: 3 clusters Score -1765658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1765658.375000 Penalty: 4746.255371
	Iteration 38Q: 3 clusters Score -1765658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1765659.375000 Penalty: 4746.255371
	Iteration 39Q: 3 clusters Score -1765659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1765660.750000 Penalty: 4746.255371
	Iteration 40F: 3 clusters Score -1765661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1765664.250000 Penalty: 4746.255371
	Iteration 41Q: 3 clusters Score -1765664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1765667.750000 Penalty: 4746.255371
	Iteration 42Q: 3 clusters Score -1765668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1765665.375000 Penalty: 4746.255371
	Iteration 43Q: 3 clusters Score -1765665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1765665.375000 Penalty: 4746.255371
	Iteration 44F: 3 clusters Score -1765665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Entering Unmasked Estep 
Score: -645718.937500 Penalty: 2129.783936
	Iteration 0F: 2 clusters Score -645718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -640914.937500 Penalty: 4259.567871
	Iteration 0F: 3 clusters Score -640914.9 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -642130.937500 Penalty: 4259.567871
	Iteration 1F: 3 clusters Score -642130.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -642376.437500 Penalty: 4259.567871
	Iteration 2F: 3 clusters Score -642376.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -642534.500000 Penalty: 4259.567871
	Iteration 3F: 3 clusters Score -642534.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -642668.687500 Penalty: 4259.567871
	Iteration 4Q: 3 clusters Score -642668.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -642775.812500 Penalty: 4259.567871
	Iteration 5Q: 3 clusters Score -642775.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -642865.375000 Penalty: 4259.567871
	Iteration 6Q: 3 clusters Score -642865.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -642940.562500 Penalty: 4259.567871
	Iteration 7Q: 3 clusters Score -642940.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -642998.375000 Penalty: 4259.567871
	Iteration 8Q: 3 clusters Score -642998.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -643079.062500 Penalty: 4259.567871
	Iteration 9Q: 3 clusters Score -643079.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -643180.687500 Penalty: 4259.567871
	Iteration 10Q: 3 clusters Score -643180.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -643292.125000 Penalty: 4259.567871
	Iteration 11Q: 3 clusters Score -643292.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -643394.187500 Penalty: 4259.567871
	Iteration 12Q: 3 clusters Score -643394.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -643495.312500 Penalty: 4259.567871
	Iteration 13Q: 3 clusters Score -643495.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -643596.562500 Penalty: 4259.567871
	Iteration 14Q: 3 clusters Score -643596.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -643683.625000 Penalty: 4259.567871
	Iteration 15Q: 3 clusters Score -643683.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -643753.312500 Penalty: 4259.567871
	Iteration 16Q: 3 clusters Score -643753.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -643823.062500 Penalty: 4259.567871
	Iteration 17Q: 3 clusters Score -643823.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -643886.312500 Penalty: 4259.567871
	Iteration 18Q: 3 clusters Score -643886.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -643940.375000 Penalty: 4259.567871
	Iteration 19Q: 3 clusters Score -643940.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -643979.062500 Penalty: 4259.567871
	Iteration 20F: 3 clusters Score -643979.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -644023.375000 Penalty: 4259.567871
	Iteration 21Q: 3 clusters Score -644023.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -644055.625000 Penalty: 4259.567871
	Iteration 22Q: 3 clusters Score -644055.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -644083.500000 Penalty: 4259.567871
	Iteration 23Q: 3 clusters Score -644083.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -644107.125000 Penalty: 4259.567871
	Iteration 24Q: 3 clusters Score -644107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -644121.125000 Penalty: 4259.567871
	Iteration 25Q: 3 clusters Score -644121.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -644138.687500 Penalty: 4259.567871
	Iteration 26Q: 3 clusters Score -644138.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -644151.000000 Penalty: 4259.567871
	Iteration 27Q: 3 clusters Score -644151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -644161.500000 Penalty: 4259.567871
	Iteration 28Q: 3 clusters Score -644161.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -644167.750000 Penalty: 4259.567871
	Iteration 29Q: 3 clusters Score -644167.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -644176.250000 Penalty: 4259.567871
	Iteration 30Q: 3 clusters Score -644176.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -644185.500000 Penalty: 4259.567871
	Iteration 31Q: 3 clusters Score -644185.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -644193.812500 Penalty: 4259.567871
	Iteration 32Q: 3 clusters Score -644193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -644199.625000 Penalty: 4259.567871
	Iteration 33Q: 3 clusters Score -644199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -644206.375000 Penalty: 4259.567871
	Iteration 34Q: 3 clusters Score -644206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -644212.687500 Penalty: 4259.567871
	Iteration 35Q: 3 clusters Score -644212.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -644218.750000 Penalty: 4259.567871
	Iteration 36Q: 3 clusters Score -644218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -644221.125000 Penalty: 4259.567871
	Iteration 37Q: 3 clusters Score -644221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -644222.375000 Penalty: 4259.567871
	Iteration 38Q: 3 clusters Score -644222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -644224.562500 Penalty: 4259.567871
	Iteration 39Q: 3 clusters Score -644224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -644229.125000 Penalty: 4259.567871
	Iteration 40F: 3 clusters Score -644229.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -644234.562500 Penalty: 4259.567871
	Iteration 41Q: 3 clusters Score -644234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -644239.187500 Penalty: 4259.567871
	Iteration 42Q: 3 clusters Score -644239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -644239.375000 Penalty: 4259.567871
	Iteration 43Q: 3 clusters Score -644239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -644240.375000 Penalty: 4259.567871
	Iteration 44Q: 3 clusters Score -644240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -644242.187500 Penalty: 4259.567871
	Iteration 45Q: 3 clusters Score -644242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -644241.875000 Penalty: 4259.567871
	Iteration 46Q: 3 clusters Score -644241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -644241.937500 Penalty: 4259.567871
	Iteration 47Q: 3 clusters Score -644241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -644243.750000 Penalty: 4259.567871
	Iteration 48Q: 3 clusters Score -644243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -644244.187500 Penalty: 4259.567871
	Iteration 49Q: 3 clusters Score -644244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -644246.312500 Penalty: 4259.567871
	Iteration 50Q: 3 clusters Score -644246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -644250.312500 Penalty: 4259.567871
	Iteration 51Q: 3 clusters Score -644250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -644249.437500 Penalty: 4259.567871
	Iteration 52Q: 3 clusters Score -644249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -644250.250000 Penalty: 4259.567871
	Iteration 53Q: 3 clusters Score -644250.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -644251.625000 Penalty: 4259.567871
	Iteration 54Q: 3 clusters Score -644251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -644254.562500 Penalty: 4259.567871
	Iteration 55Q: 3 clusters Score -644254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -644255.125000 Penalty: 4259.567871
	Iteration 56Q: 3 clusters Score -644255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -644255.937500 Penalty: 4259.567871
	Iteration 57Q: 3 clusters Score -644255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -644256.500000 Penalty: 4259.567871
	Iteration 58Q: 3 clusters Score -644256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -644256.500000 Penalty: 4259.567871
	Iteration 59F: 3 clusters Score -644256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -98464.906250 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -98464.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96788.960938 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -96788.96 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97138.406250 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -97138.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97249.906250 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -97249.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -97314.992188 Penalty: 3339.176514
	Iteration 3Q: 3 clusters Score -97314.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97408.046875 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -97408.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97479.031250 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -97479.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97581.632812 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -97581.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -97641.859375 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -97641.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -97660.578125 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -97660.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -97671.343750 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -97671.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -97684.796875 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -97684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -97689.062500 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -97689.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -97693.054688 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -97693.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -97694.812500 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -97694.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -97699.164062 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -97699.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -97704.187500 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -97704.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -97712.617188 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -97712.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -97715.531250 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -97715.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -97715.531250 Penalty: 3339.176514
	Iteration 18F: 3 clusters Score -97715.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Entering Unmasked Estep 
Score: -957123.687500 Penalty: 2206.286133
	Iteration 0F: 2 clusters Score -957123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -951122.812500 Penalty: 4412.572266
	Iteration 0F: 3 clusters Score -951122.8 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -952785.062500 Penalty: 4412.572266
	Iteration 1F: 3 clusters Score -952785.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -953061.625000 Penalty: 4412.572266
	Iteration 2F: 3 clusters Score -953061.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -953239.625000 Penalty: 4412.572266
	Iteration 3F: 3 clusters Score -953239.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -953367.625000 Penalty: 4412.572266
	Iteration 4Q: 3 clusters Score -953367.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -953462.500000 Penalty: 4412.572266
	Iteration 5Q: 3 clusters Score -953462.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -953544.250000 Penalty: 4412.572266
	Iteration 6Q: 3 clusters Score -953544.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -953612.187500 Penalty: 4412.572266
	Iteration 7Q: 3 clusters Score -953612.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -953670.937500 Penalty: 4412.572266
	Iteration 8Q: 3 clusters Score -953670.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -953720.125000 Penalty: 4412.572266
	Iteration 9Q: 3 clusters Score -953720.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -953774.875000 Penalty: 4412.572266
	Iteration 10Q: 3 clusters Score -953774.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -953833.125000 Penalty: 4412.572266
	Iteration 11Q: 3 clusters Score -953833.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -953901.500000 Penalty: 4412.572266
	Iteration 12Q: 3 clusters Score -953901.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -953968.875000 Penalty: 4412.572266
	Iteration 13Q: 3 clusters Score -953968.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -954041.000000 Penalty: 4412.572266
	Iteration 14Q: 3 clusters Score -954041 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -954106.125000 Penalty: 4412.572266
	Iteration 15Q: 3 clusters Score -954106.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -954179.375000 Penalty: 4412.572266
	Iteration 16Q: 3 clusters Score -954179.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -954256.312500 Penalty: 4412.572266
	Iteration 17Q: 3 clusters Score -954256.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -954322.125000 Penalty: 4412.572266
	Iteration 18Q: 3 clusters Score -954322.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -954398.312500 Penalty: 4412.572266
	Iteration 19Q: 3 clusters Score -954398.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -954465.000000 Penalty: 4412.572266
	Iteration 20F: 3 clusters Score -954465 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -954537.500000 Penalty: 4412.572266
	Iteration 21Q: 3 clusters Score -954537.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -954604.750000 Penalty: 4412.572266
	Iteration 22Q: 3 clusters Score -954604.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -954669.375000 Penalty: 4412.572266
	Iteration 23Q: 3 clusters Score -954669.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -954729.875000 Penalty: 4412.572266
	Iteration 24Q: 3 clusters Score -954729.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -954786.062500 Penalty: 4412.572266
	Iteration 25Q: 3 clusters Score -954786.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -954838.812500 Penalty: 4412.572266
	Iteration 26Q: 3 clusters Score -954838.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -954883.125000 Penalty: 4412.572266
	Iteration 27Q: 3 clusters Score -954883.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -954925.125000 Penalty: 4412.572266
	Iteration 28Q: 3 clusters Score -954925.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -954970.625000 Penalty: 4412.572266
	Iteration 29Q: 3 clusters Score -954970.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -955002.062500 Penalty: 4412.572266
	Iteration 30Q: 3 clusters Score -955002.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -955026.437500 Penalty: 4412.572266
	Iteration 31Q: 3 clusters Score -955026.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -955053.000000 Penalty: 4412.572266
	Iteration 32Q: 3 clusters Score -955053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -955063.937500 Penalty: 4412.572266
	Iteration 33Q: 3 clusters Score -955063.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -955067.875000 Penalty: 4412.572266
	Iteration 34Q: 3 clusters Score -955067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -955073.750000 Penalty: 4412.572266
	Iteration 35Q: 3 clusters Score -955073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -955078.750000 Penalty: 4412.572266
	Iteration 36Q: 3 clusters Score -955078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -955083.750000 Penalty: 4412.572266
	Iteration 37Q: 3 clusters Score -955083.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -955091.562500 Penalty: 4412.572266
	Iteration 38Q: 3 clusters Score -955091.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -955099.375000 Penalty: 4412.572266
	Iteration 39Q: 3 clusters Score -955099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -955105.500000 Penalty: 4412.572266
	Iteration 40F: 3 clusters Score -955105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -955108.562500 Penalty: 4412.572266
	Iteration 41Q: 3 clusters Score -955108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -955112.562500 Penalty: 4412.572266
	Iteration 42Q: 3 clusters Score -955112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -955116.750000 Penalty: 4412.572266
	Iteration 43Q: 3 clusters Score -955116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -955124.812500 Penalty: 4412.572266
	Iteration 44Q: 3 clusters Score -955124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -955123.500000 Penalty: 4412.572266
	Iteration 45Q: 3 clusters Score -955123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -955126.875000 Penalty: 4412.572266
	Iteration 46Q: 3 clusters Score -955126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -955125.812500 Penalty: 4412.572266
	Iteration 47Q: 3 clusters Score -955125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -955125.812500 Penalty: 4412.572266
	Iteration 48F: 3 clusters Score -955125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Entering Unmasked Estep 
Score: -1676225.750000 Penalty: 2343.694336
	Iteration 0F: 2 clusters Score -1676226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1666859.500000 Penalty: 4687.388672
	Iteration 0F: 3 clusters Score -1666860 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1669693.500000 Penalty: 4687.388672
	Iteration 1F: 3 clusters Score -1669694 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1670009.500000 Penalty: 4687.388672
	Iteration 2F: 3 clusters Score -1670010 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1670250.250000 Penalty: 4687.388672
	Iteration 3Q: 3 clusters Score -1670250 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1670440.750000 Penalty: 4687.388672
	Iteration 4Q: 3 clusters Score -1670441 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1670612.125000 Penalty: 4687.388672
	Iteration 5Q: 3 clusters Score -1670612 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1670751.750000 Penalty: 4687.388672
	Iteration 6Q: 3 clusters Score -1670752 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1670882.125000 Penalty: 4687.388672
	Iteration 7Q: 3 clusters Score -1670882 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1670994.625000 Penalty: 4687.388672
	Iteration 8Q: 3 clusters Score -1670995 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1671090.375000 Penalty: 4687.388672
	Iteration 9Q: 3 clusters Score -1671090 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1671189.625000 Penalty: 4687.388672
	Iteration 10Q: 3 clusters Score -1671190 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1671318.875000 Penalty: 4687.388672
	Iteration 11Q: 3 clusters Score -1671319 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1671471.375000 Penalty: 4687.388672
	Iteration 12Q: 3 clusters Score -1671471 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1671649.625000 Penalty: 4687.388672
	Iteration 13Q: 3 clusters Score -1671650 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1671861.125000 Penalty: 4687.388672
	Iteration 14Q: 3 clusters Score -1671861 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1672117.125000 Penalty: 4687.388672
	Iteration 15Q: 3 clusters Score -1672117 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1672440.000000 Penalty: 4687.388672
	Iteration 16Q: 3 clusters Score -1672440 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1672834.125000 Penalty: 4687.388672
	Iteration 17Q: 3 clusters Score -1672834 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1673172.250000 Penalty: 4687.388672
	Iteration 18Q: 3 clusters Score -1673172 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1673472.125000 Penalty: 4687.388672
	Iteration 19Q: 3 clusters Score -1673472 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1673715.875000 Penalty: 4687.388672
	Iteration 20F: 3 clusters Score -1673716 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1673878.750000 Penalty: 4687.388672
	Iteration 21Q: 3 clusters Score -1673879 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1673997.500000 Penalty: 4687.388672
	Iteration 22Q: 3 clusters Score -1673998 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1674063.250000 Penalty: 4687.388672
	Iteration 23Q: 3 clusters Score -1674063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1674105.250000 Penalty: 4687.388672
	Iteration 24Q: 3 clusters Score -1674105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1674143.750000 Penalty: 4687.388672
	Iteration 25Q: 3 clusters Score -1674144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1674165.500000 Penalty: 4687.388672
	Iteration 26Q: 3 clusters Score -1674166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1674192.375000 Penalty: 4687.388672
	Iteration 27Q: 3 clusters Score -1674192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1674211.250000 Penalty: 4687.388672
	Iteration 28Q: 3 clusters Score -1674211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1674227.250000 Penalty: 4687.388672
	Iteration 29Q: 3 clusters Score -1674227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1674235.000000 Penalty: 4687.388672
	Iteration 30Q: 3 clusters Score -1674235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1674240.125000 Penalty: 4687.388672
	Iteration 31Q: 3 clusters Score -1674240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1674245.000000 Penalty: 4687.388672
	Iteration 32Q: 3 clusters Score -1674245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1674247.875000 Penalty: 4687.388672
	Iteration 33Q: 3 clusters Score -1674248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1674254.250000 Penalty: 4687.388672
	Iteration 34Q: 3 clusters Score -1674254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1674255.750000 Penalty: 4687.388672
	Iteration 35Q: 3 clusters Score -1674256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1674263.750000 Penalty: 4687.388672
	Iteration 36Q: 3 clusters Score -1674264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1674268.875000 Penalty: 4687.388672
	Iteration 37Q: 3 clusters Score -1674269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1674272.625000 Penalty: 4687.388672
	Iteration 38Q: 3 clusters Score -1674273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1674275.375000 Penalty: 4687.388672
	Iteration 39Q: 3 clusters Score -1674275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1674282.000000 Penalty: 4687.388672
	Iteration 40F: 3 clusters Score -1674282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1674285.375000 Penalty: 4687.388672
	Iteration 41Q: 3 clusters Score -1674285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1674284.125000 Penalty: 4687.388672
	Iteration 42Q: 3 clusters Score -1674284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1674284.125000 Penalty: 4687.388672
	Iteration 43Q: 3 clusters Score -1674284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1674289.750000 Penalty: 4687.388672
	Iteration 44Q: 3 clusters Score -1674290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1674289.875000 Penalty: 4687.388672
	Iteration 45Q: 3 clusters Score -1674290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1674289.875000 Penalty: 4687.388672
	Iteration 46F: 3 clusters Score -1674290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -481652.968750 Penalty: 2042.303833
	Iteration 0F: 2 clusters Score -481653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -477873.875000 Penalty: 4084.607666
	Iteration 0F: 3 clusters Score -477873.9 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -478680.187500 Penalty: 4084.607666
	Iteration 1F: 3 clusters Score -478680.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -478871.875000 Penalty: 4084.607666
	Iteration 2F: 3 clusters Score -478871.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -479012.000000 Penalty: 4084.607666
	Iteration 3F: 3 clusters Score -479012 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -479108.593750 Penalty: 4084.607666
	Iteration 4Q: 3 clusters Score -479108.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -479203.937500 Penalty: 4084.607666
	Iteration 5Q: 3 clusters Score -479203.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -479293.312500 Penalty: 4084.607666
	Iteration 6Q: 3 clusters Score -479293.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -479373.718750 Penalty: 4084.607666
	Iteration 7Q: 3 clusters Score -479373.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -479445.187500 Penalty: 4084.607666
	Iteration 8Q: 3 clusters Score -479445.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -479507.718750 Penalty: 4084.607666
	Iteration 9Q: 3 clusters Score -479507.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -479555.500000 Penalty: 4084.607666
	Iteration 10Q: 3 clusters Score -479555.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -479605.437500 Penalty: 4084.607666
	Iteration 11Q: 3 clusters Score -479605.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -479650.218750 Penalty: 4084.607666
	Iteration 12Q: 3 clusters Score -479650.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -479698.656250 Penalty: 4084.607666
	Iteration 13Q: 3 clusters Score -479698.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -479753.125000 Penalty: 4084.607666
	Iteration 14Q: 3 clusters Score -479753.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -479795.218750 Penalty: 4084.607666
	Iteration 15Q: 3 clusters Score -479795.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -479830.156250 Penalty: 4084.607666
	Iteration 16Q: 3 clusters Score -479830.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -479857.093750 Penalty: 4084.607666
	Iteration 17Q: 3 clusters Score -479857.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -479875.125000 Penalty: 4084.607666
	Iteration 18Q: 3 clusters Score -479875.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -479888.406250 Penalty: 4084.607666
	Iteration 19Q: 3 clusters Score -479888.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -479904.156250 Penalty: 4084.607666
	Iteration 20F: 3 clusters Score -479904.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -479924.468750 Penalty: 4084.607666
	Iteration 21Q: 3 clusters Score -479924.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -479947.656250 Penalty: 4084.607666
	Iteration 22Q: 3 clusters Score -479947.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -479967.687500 Penalty: 4084.607666
	Iteration 23Q: 3 clusters Score -479967.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -479988.406250 Penalty: 4084.607666
	Iteration 24Q: 3 clusters Score -479988.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -480004.875000 Penalty: 4084.607666
	Iteration 25Q: 3 clusters Score -480004.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -480016.781250 Penalty: 4084.607666
	Iteration 26Q: 3 clusters Score -480016.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -480024.937500 Penalty: 4084.607666
	Iteration 27Q: 3 clusters Score -480024.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -480033.500000 Penalty: 4084.607666
	Iteration 28Q: 3 clusters Score -480033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -480037.968750 Penalty: 4084.607666
	Iteration 29Q: 3 clusters Score -480038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -480040.937500 Penalty: 4084.607666
	Iteration 30Q: 3 clusters Score -480040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -480043.218750 Penalty: 4084.607666
	Iteration 31Q: 3 clusters Score -480043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -480043.968750 Penalty: 4084.607666
	Iteration 32Q: 3 clusters Score -480044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -480044.750000 Penalty: 4084.607666
	Iteration 33Q: 3 clusters Score -480044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -480046.187500 Penalty: 4084.607666
	Iteration 34Q: 3 clusters Score -480046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -480047.031250 Penalty: 4084.607666
	Iteration 35Q: 3 clusters Score -480047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -480048.593750 Penalty: 4084.607666
	Iteration 36Q: 3 clusters Score -480048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -480049.312500 Penalty: 4084.607666
	Iteration 37Q: 3 clusters Score -480049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -480049.562500 Penalty: 4084.607666
	Iteration 38Q: 3 clusters Score -480049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -480049.562500 Penalty: 4084.607666
	Iteration 39F: 3 clusters Score -480049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Entering Unmasked Estep 
Score: -938601.062500 Penalty: 2204.616699
	Iteration 0F: 2 clusters Score -938601.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -932694.375000 Penalty: 4409.233398
	Iteration 0F: 3 clusters Score -932694.4 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -934423.750000 Penalty: 4409.233398
	Iteration 1F: 3 clusters Score -934423.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -934748.187500 Penalty: 4409.233398
	Iteration 2F: 3 clusters Score -934748.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -934982.062500 Penalty: 4409.233398
	Iteration 3F: 3 clusters Score -934982.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -935194.562500 Penalty: 4409.233398
	Iteration 4Q: 3 clusters Score -935194.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -935399.062500 Penalty: 4409.233398
	Iteration 5Q: 3 clusters Score -935399.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -935653.750000 Penalty: 4409.233398
	Iteration 6Q: 3 clusters Score -935653.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -935929.187500 Penalty: 4409.233398
	Iteration 7F: 3 clusters Score -935929.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -936185.375000 Penalty: 4409.233398
	Iteration 8F: 3 clusters Score -936185.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -936357.937500 Penalty: 4409.233398
	Iteration 9Q: 3 clusters Score -936357.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -936514.562500 Penalty: 4409.233398
	Iteration 10Q: 3 clusters Score -936514.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -936633.937500 Penalty: 4409.233398
	Iteration 11Q: 3 clusters Score -936633.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -936703.250000 Penalty: 4409.233398
	Iteration 12Q: 3 clusters Score -936703.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -936743.125000 Penalty: 4409.233398
	Iteration 13Q: 3 clusters Score -936743.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -936766.875000 Penalty: 4409.233398
	Iteration 14Q: 3 clusters Score -936766.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -936785.000000 Penalty: 4409.233398
	Iteration 15Q: 3 clusters Score -936785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -936802.750000 Penalty: 4409.233398
	Iteration 16Q: 3 clusters Score -936802.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -936820.812500 Penalty: 4409.233398
	Iteration 17Q: 3 clusters Score -936820.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -936834.625000 Penalty: 4409.233398
	Iteration 18Q: 3 clusters Score -936834.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -936844.437500 Penalty: 4409.233398
	Iteration 19Q: 3 clusters Score -936844.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -936857.812500 Penalty: 4409.233398
	Iteration 20F: 3 clusters Score -936857.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -936870.125000 Penalty: 4409.233398
	Iteration 21Q: 3 clusters Score -936870.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -936882.500000 Penalty: 4409.233398
	Iteration 22Q: 3 clusters Score -936882.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -936889.750000 Penalty: 4409.233398
	Iteration 23Q: 3 clusters Score -936889.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -936895.875000 Penalty: 4409.233398
	Iteration 24Q: 3 clusters Score -936895.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -936901.000000 Penalty: 4409.233398
	Iteration 25Q: 3 clusters Score -936901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -936905.562500 Penalty: 4409.233398
	Iteration 26Q: 3 clusters Score -936905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -936908.812500 Penalty: 4409.233398
	Iteration 27Q: 3 clusters Score -936908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -936908.687500 Penalty: 4409.233398
	Iteration 28Q: 3 clusters Score -936908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -936910.375000 Penalty: 4409.233398
	Iteration 29Q: 3 clusters Score -936910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -936910.375000 Penalty: 4409.233398
	Iteration 30F: 3 clusters Score -936910.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Entering Unmasked Estep 
Score: -740682.687500 Penalty: 2157.810303
	Iteration 0F: 2 clusters Score -740682.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -735583.437500 Penalty: 4315.620605
	Iteration 0F: 3 clusters Score -735583.4 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -736985.312500 Penalty: 4315.620605
	Iteration 1F: 3 clusters Score -736985.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -737316.625000 Penalty: 4315.620605
	Iteration 2F: 3 clusters Score -737316.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -737550.250000 Penalty: 4315.620605
	Iteration 3F: 3 clusters Score -737550.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -737726.187500 Penalty: 4315.620605
	Iteration 4F: 3 clusters Score -737726.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -737854.875000 Penalty: 4315.620605
	Iteration 5Q: 3 clusters Score -737854.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -737985.687500 Penalty: 4315.620605
	Iteration 6Q: 3 clusters Score -737985.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -738096.687500 Penalty: 4315.620605
	Iteration 7Q: 3 clusters Score -738096.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -738178.250000 Penalty: 4315.620605
	Iteration 8Q: 3 clusters Score -738178.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -738249.500000 Penalty: 4315.620605
	Iteration 9Q: 3 clusters Score -738249.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -738335.125000 Penalty: 4315.620605
	Iteration 10Q: 3 clusters Score -738335.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -738418.937500 Penalty: 4315.620605
	Iteration 11Q: 3 clusters Score -738418.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -738496.125000 Penalty: 4315.620605
	Iteration 12Q: 3 clusters Score -738496.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -738575.125000 Penalty: 4315.620605
	Iteration 13Q: 3 clusters Score -738575.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -738640.000000 Penalty: 4315.620605
	Iteration 14Q: 3 clusters Score -738640 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -738716.187500 Penalty: 4315.620605
	Iteration 15Q: 3 clusters Score -738716.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -738780.750000 Penalty: 4315.620605
	Iteration 16Q: 3 clusters Score -738780.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -738834.625000 Penalty: 4315.620605
	Iteration 17Q: 3 clusters Score -738834.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -738878.125000 Penalty: 4315.620605
	Iteration 18Q: 3 clusters Score -738878.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -738907.500000 Penalty: 4315.620605
	Iteration 19Q: 3 clusters Score -738907.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -738935.250000 Penalty: 4315.620605
	Iteration 20F: 3 clusters Score -738935.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -738957.937500 Penalty: 4315.620605
	Iteration 21Q: 3 clusters Score -738957.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -738978.750000 Penalty: 4315.620605
	Iteration 22Q: 3 clusters Score -738978.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -738993.687500 Penalty: 4315.620605
	Iteration 23Q: 3 clusters Score -738993.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -739003.187500 Penalty: 4315.620605
	Iteration 24Q: 3 clusters Score -739003.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -739016.500000 Penalty: 4315.620605
	Iteration 25Q: 3 clusters Score -739016.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -739023.500000 Penalty: 4315.620605
	Iteration 26Q: 3 clusters Score -739023.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -739027.625000 Penalty: 4315.620605
	Iteration 27Q: 3 clusters Score -739027.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -739035.125000 Penalty: 4315.620605
	Iteration 28Q: 3 clusters Score -739035.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -739037.500000 Penalty: 4315.620605
	Iteration 29Q: 3 clusters Score -739037.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -739039.000000 Penalty: 4315.620605
	Iteration 30Q: 3 clusters Score -739039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -739040.812500 Penalty: 4315.620605
	Iteration 31Q: 3 clusters Score -739040.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -739045.000000 Penalty: 4315.620605
	Iteration 32Q: 3 clusters Score -739045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -739048.000000 Penalty: 4315.620605
	Iteration 33Q: 3 clusters Score -739048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -739051.625000 Penalty: 4315.620605
	Iteration 34Q: 3 clusters Score -739051.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -739057.437500 Penalty: 4315.620605
	Iteration 35Q: 3 clusters Score -739057.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -739062.937500 Penalty: 4315.620605
	Iteration 36Q: 3 clusters Score -739062.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -739067.437500 Penalty: 4315.620605
	Iteration 37Q: 3 clusters Score -739067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -739070.312500 Penalty: 4315.620605
	Iteration 38Q: 3 clusters Score -739070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -739077.375000 Penalty: 4315.620605
	Iteration 39Q: 3 clusters Score -739077.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -739086.937500 Penalty: 4315.620605
	Iteration 40F: 3 clusters Score -739086.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -739097.312500 Penalty: 4315.620605
	Iteration 41Q: 3 clusters Score -739097.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -739102.625000 Penalty: 4315.620605
	Iteration 42Q: 3 clusters Score -739102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -739107.062500 Penalty: 4315.620605
	Iteration 43Q: 3 clusters Score -739107.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -739113.500000 Penalty: 4315.620605
	Iteration 44Q: 3 clusters Score -739113.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -739115.937500 Penalty: 4315.620605
	Iteration 45Q: 3 clusters Score -739115.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -739119.812500 Penalty: 4315.620605
	Iteration 46Q: 3 clusters Score -739119.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -739123.500000 Penalty: 4315.620605
	Iteration 47Q: 3 clusters Score -739123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -739123.062500 Penalty: 4315.620605
	Iteration 48Q: 3 clusters Score -739123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -739126.687500 Penalty: 4315.620605
	Iteration 49Q: 3 clusters Score -739126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -739132.687500 Penalty: 4315.620605
	Iteration 50Q: 3 clusters Score -739132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -739135.125000 Penalty: 4315.620605
	Iteration 51Q: 3 clusters Score -739135.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -739140.625000 Penalty: 4315.620605
	Iteration 52Q: 3 clusters Score -739140.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -739143.750000 Penalty: 4315.620605
	Iteration 53Q: 3 clusters Score -739143.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -739147.062500 Penalty: 4315.620605
	Iteration 54Q: 3 clusters Score -739147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -739150.687500 Penalty: 4315.620605
	Iteration 55Q: 3 clusters Score -739150.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -739155.000000 Penalty: 4315.620605
	Iteration 56Q: 3 clusters Score -739155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -739158.562500 Penalty: 4315.620605
	Iteration 57Q: 3 clusters Score -739158.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -739161.187500 Penalty: 4315.620605
	Iteration 58Q: 3 clusters Score -739161.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -739163.812500 Penalty: 4315.620605
	Iteration 59Q: 3 clusters Score -739163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -739166.375000 Penalty: 4315.620605
	Iteration 60F: 3 clusters Score -739166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -739174.000000 Penalty: 4315.620605
	Iteration 61Q: 3 clusters Score -739174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -739175.875000 Penalty: 4315.620605
	Iteration 62Q: 3 clusters Score -739175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -739175.625000 Penalty: 4315.620605
	Iteration 63Q: 3 clusters Score -739175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -739175.562500 Penalty: 4315.620605
	Iteration 64Q: 3 clusters Score -739175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -739175.875000 Penalty: 4315.620605
	Iteration 65Q: 3 clusters Score -739175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -739175.875000 Penalty: 4315.620605
	Iteration 66F: 3 clusters Score -739175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -248421.062500 Penalty: 1871.518677
	Iteration 0F: 2 clusters Score -248421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -245922.468750 Penalty: 3743.037354
	Iteration 0F: 3 clusters Score -245922.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -246380.765625 Penalty: 3743.037354
	Iteration 1F: 3 clusters Score -246380.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -246501.421875 Penalty: 3743.037354
	Iteration 2F: 3 clusters Score -246501.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -246591.406250 Penalty: 3743.037354
	Iteration 3Q: 3 clusters Score -246591.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -246656.312500 Penalty: 3743.037354
	Iteration 4Q: 3 clusters Score -246656.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -246726.921875 Penalty: 3743.037354
	Iteration 5Q: 3 clusters Score -246726.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -246769.328125 Penalty: 3743.037354
	Iteration 6Q: 3 clusters Score -246769.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -246815.796875 Penalty: 3743.037354
	Iteration 7Q: 3 clusters Score -246815.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -246860.468750 Penalty: 3743.037354
	Iteration 8Q: 3 clusters Score -246860.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -246904.500000 Penalty: 3743.037354
	Iteration 9Q: 3 clusters Score -246904.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -246948.734375 Penalty: 3743.037354
	Iteration 10Q: 3 clusters Score -246948.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -246978.203125 Penalty: 3743.037354
	Iteration 11Q: 3 clusters Score -246978.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -246996.328125 Penalty: 3743.037354
	Iteration 12Q: 3 clusters Score -246996.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -247012.500000 Penalty: 3743.037354
	Iteration 13Q: 3 clusters Score -247012.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -247022.000000 Penalty: 3743.037354
	Iteration 14Q: 3 clusters Score -247022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -247026.515625 Penalty: 3743.037354
	Iteration 15Q: 3 clusters Score -247026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -247032.359375 Penalty: 3743.037354
	Iteration 16Q: 3 clusters Score -247032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -247035.953125 Penalty: 3743.037354
	Iteration 17Q: 3 clusters Score -247036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -247038.062500 Penalty: 3743.037354
	Iteration 18Q: 3 clusters Score -247038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -247038.906250 Penalty: 3743.037354
	Iteration 19Q: 3 clusters Score -247038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -247038.906250 Penalty: 3743.037354
	Iteration 20F: 3 clusters Score -247038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -95766.296875 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -95766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94009.570312 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -94009.57 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94332.476562 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -94332.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -94454.093750 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -94454.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94499.500000 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -94499.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94528.468750 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -94528.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -94550.523438 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -94550.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94574.789062 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -94574.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94583.328125 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -94583.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94589.875000 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -94589.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94596.765625 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -94596.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -94602.210938 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -94602.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -94605.679688 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -94605.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94610.445312 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -94610.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94610.445312 Penalty: 3311.833496
	Iteration 13F: 3 clusters Score -94610.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Entering Unmasked Estep 
Score: -1384230.875000 Penalty: 2299.828857
	Iteration 0F: 2 clusters Score -1384231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1376166.500000 Penalty: 4599.657715
	Iteration 0F: 3 clusters Score -1376166 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1378520.125000 Penalty: 4599.657715
	Iteration 1F: 3 clusters Score -1378520 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1378895.875000 Penalty: 4599.657715
	Iteration 2F: 3 clusters Score -1378896 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1379228.375000 Penalty: 4599.657715
	Iteration 3F: 3 clusters Score -1379228 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1379587.875000 Penalty: 4599.657715
	Iteration 4F: 3 clusters Score -1379588 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1380025.125000 Penalty: 4599.657715
	Iteration 5F: 3 clusters Score -1380025 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1380522.250000 Penalty: 4599.657715
	Iteration 6F: 3 clusters Score -1380522 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1381056.875000 Penalty: 4599.657715
	Iteration 7F: 3 clusters Score -1381057 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1381535.500000 Penalty: 4599.657715
	Iteration 8F: 3 clusters Score -1381536 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1381876.125000 Penalty: 4599.657715
	Iteration 9Q: 3 clusters Score -1381876 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1382100.250000 Penalty: 4599.657715
	Iteration 10Q: 3 clusters Score -1382100 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1382248.750000 Penalty: 4599.657715
	Iteration 11Q: 3 clusters Score -1382249 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1382333.625000 Penalty: 4599.657715
	Iteration 12Q: 3 clusters Score -1382334 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1382394.375000 Penalty: 4599.657715
	Iteration 13Q: 3 clusters Score -1382394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1382447.875000 Penalty: 4599.657715
	Iteration 14Q: 3 clusters Score -1382448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1382474.750000 Penalty: 4599.657715
	Iteration 15Q: 3 clusters Score -1382475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1382495.500000 Penalty: 4599.657715
	Iteration 16Q: 3 clusters Score -1382496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1382504.500000 Penalty: 4599.657715
	Iteration 17Q: 3 clusters Score -1382504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1382509.500000 Penalty: 4599.657715
	Iteration 18Q: 3 clusters Score -1382510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1382517.750000 Penalty: 4599.657715
	Iteration 19Q: 3 clusters Score -1382518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1382524.500000 Penalty: 4599.657715
	Iteration 20F: 3 clusters Score -1382524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1382530.750000 Penalty: 4599.657715
	Iteration 21Q: 3 clusters Score -1382531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1382538.625000 Penalty: 4599.657715
	Iteration 22Q: 3 clusters Score -1382539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1382540.125000 Penalty: 4599.657715
	Iteration 23Q: 3 clusters Score -1382540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1382542.375000 Penalty: 4599.657715
	Iteration 24Q: 3 clusters Score -1382542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1382545.500000 Penalty: 4599.657715
	Iteration 25Q: 3 clusters Score -1382546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1382548.875000 Penalty: 4599.657715
	Iteration 26Q: 3 clusters Score -1382549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1382546.375000 Penalty: 4599.657715
	Iteration 27Q: 3 clusters Score -1382546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1382556.375000 Penalty: 4599.657715
	Iteration 28Q: 3 clusters Score -1382556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1382561.875000 Penalty: 4599.657715
	Iteration 29Q: 3 clusters Score -1382562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1382571.625000 Penalty: 4599.657715
	Iteration 30Q: 3 clusters Score -1382572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1382576.625000 Penalty: 4599.657715
	Iteration 31Q: 3 clusters Score -1382577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1382581.625000 Penalty: 4599.657715
	Iteration 32Q: 3 clusters Score -1382582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1382581.750000 Penalty: 4599.657715
	Iteration 33Q: 3 clusters Score -1382582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1382587.250000 Penalty: 4599.657715
	Iteration 34Q: 3 clusters Score -1382587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1382588.000000 Penalty: 4599.657715
	Iteration 35Q: 3 clusters Score -1382588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1382587.375000 Penalty: 4599.657715
	Iteration 36Q: 3 clusters Score -1382587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1382587.500000 Penalty: 4599.657715
	Iteration 37Q: 3 clusters Score -1382588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1382587.500000 Penalty: 4599.657715
	Iteration 38F: 3 clusters Score -1382588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Entering Unmasked Estep 
Score: -5549757.500000 Penalty: 2643.693604
	Iteration 0F: 2 clusters Score -5549758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -5520952.500000 Penalty: 5287.387207
	Iteration 0F: 3 clusters Score -5520952 nChanged 19522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5531768.500000 Penalty: 5287.387207
	Iteration 1F: 3 clusters Score -5531768 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -5532401.500000 Penalty: 5287.387207
	Iteration 2Q: 3 clusters Score -5532402 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5533079.000000 Penalty: 5287.387207
	Iteration 3Q: 3 clusters Score -5533079 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -5533884.000000 Penalty: 5287.387207
	Iteration 4Q: 3 clusters Score -5533884 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5534978.500000 Penalty: 5287.387207
	Iteration 5F: 3 clusters Score -5534978 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -5536596.500000 Penalty: 5287.387207
	Iteration 6F: 3 clusters Score -5536596 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -5538748.000000 Penalty: 5287.387207
	Iteration 7F: 3 clusters Score -5538748 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -5541205.500000 Penalty: 5287.387207
	Iteration 8F: 3 clusters Score -5541206 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5543668.500000 Penalty: 5287.387207
	Iteration 9F: 3 clusters Score -5543668 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5545523.000000 Penalty: 5287.387207
	Iteration 10Q: 3 clusters Score -5545523 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5546564.500000 Penalty: 5287.387207
	Iteration 11Q: 3 clusters Score -5546564 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5547047.000000 Penalty: 5287.387207
	Iteration 12Q: 3 clusters Score -5547047 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5547253.500000 Penalty: 5287.387207
	Iteration 13Q: 3 clusters Score -5547254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5547347.500000 Penalty: 5287.387207
	Iteration 14Q: 3 clusters Score -5547348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5547405.000000 Penalty: 5287.387207
	Iteration 15Q: 3 clusters Score -5547405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5547435.500000 Penalty: 5287.387207
	Iteration 16Q: 3 clusters Score -5547436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5547459.000000 Penalty: 5287.387207
	Iteration 17Q: 3 clusters Score -5547459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5547487.000000 Penalty: 5287.387207
	Iteration 18Q: 3 clusters Score -5547487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5547501.000000 Penalty: 5287.387207
	Iteration 19Q: 3 clusters Score -5547501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5547514.500000 Penalty: 5287.387207
	Iteration 20F: 3 clusters Score -5547514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5547522.000000 Penalty: 5287.387207
	Iteration 21Q: 3 clusters Score -5547522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5547522.500000 Penalty: 5287.387207
	Iteration 22Q: 3 clusters Score -5547522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5547526.500000 Penalty: 5287.387207
	Iteration 23Q: 3 clusters Score -5547526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5547530.500000 Penalty: 5287.387207
	Iteration 24Q: 3 clusters Score -5547530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5547536.500000 Penalty: 5287.387207
	Iteration 25Q: 3 clusters Score -5547536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5547542.000000 Penalty: 5287.387207
	Iteration 26Q: 3 clusters Score -5547542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5547541.500000 Penalty: 5287.387207
	Iteration 27Q: 3 clusters Score -5547542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5547539.500000 Penalty: 5287.387207
	Iteration 28Q: 3 clusters Score -5547540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5547543.000000 Penalty: 5287.387207
	Iteration 29Q: 3 clusters Score -5547543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5547543.500000 Penalty: 5287.387207
	Iteration 30Q: 3 clusters Score -5547544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5547543.500000 Penalty: 5287.387207
	Iteration 31F: 3 clusters Score -5547544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Entering Unmasked Estep 
Score: -982192.062500 Penalty: 2204.514404
	Iteration 0F: 2 clusters Score -982192.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -976319.187500 Penalty: 4409.028809
	Iteration 0F: 3 clusters Score -976319.2 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -977829.375000 Penalty: 4409.028809
	Iteration 1F: 3 clusters Score -977829.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -978032.812500 Penalty: 4409.028809
	Iteration 2F: 3 clusters Score -978032.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -978169.125000 Penalty: 4409.028809
	Iteration 3Q: 3 clusters Score -978169.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -978271.875000 Penalty: 4409.028809
	Iteration 4Q: 3 clusters Score -978271.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -978342.875000 Penalty: 4409.028809
	Iteration 5Q: 3 clusters Score -978342.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -978388.937500 Penalty: 4409.028809
	Iteration 6Q: 3 clusters Score -978388.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -978427.750000 Penalty: 4409.028809
	Iteration 7Q: 3 clusters Score -978427.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -978475.687500 Penalty: 4409.028809
	Iteration 8Q: 3 clusters Score -978475.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -978529.500000 Penalty: 4409.028809
	Iteration 9Q: 3 clusters Score -978529.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -978587.937500 Penalty: 4409.028809
	Iteration 10Q: 3 clusters Score -978587.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -978661.187500 Penalty: 4409.028809
	Iteration 11Q: 3 clusters Score -978661.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -978747.625000 Penalty: 4409.028809
	Iteration 12Q: 3 clusters Score -978747.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -978851.375000 Penalty: 4409.028809
	Iteration 13Q: 3 clusters Score -978851.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -978961.875000 Penalty: 4409.028809
	Iteration 14Q: 3 clusters Score -978961.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -979087.875000 Penalty: 4409.028809
	Iteration 15Q: 3 clusters Score -979087.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -979210.562500 Penalty: 4409.028809
	Iteration 16Q: 3 clusters Score -979210.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -979345.875000 Penalty: 4409.028809
	Iteration 17Q: 3 clusters Score -979345.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -979488.625000 Penalty: 4409.028809
	Iteration 18Q: 3 clusters Score -979488.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -979632.125000 Penalty: 4409.028809
	Iteration 19Q: 3 clusters Score -979632.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -979778.187500 Penalty: 4409.028809
	Iteration 20F: 3 clusters Score -979778.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -979900.750000 Penalty: 4409.028809
	Iteration 21Q: 3 clusters Score -979900.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -979984.875000 Penalty: 4409.028809
	Iteration 22Q: 3 clusters Score -979984.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -980056.437500 Penalty: 4409.028809
	Iteration 23Q: 3 clusters Score -980056.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -980108.875000 Penalty: 4409.028809
	Iteration 24Q: 3 clusters Score -980108.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -980147.875000 Penalty: 4409.028809
	Iteration 25Q: 3 clusters Score -980147.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -980180.000000 Penalty: 4409.028809
	Iteration 26Q: 3 clusters Score -980180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -980193.250000 Penalty: 4409.028809
	Iteration 27Q: 3 clusters Score -980193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -980204.062500 Penalty: 4409.028809
	Iteration 28Q: 3 clusters Score -980204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -980213.375000 Penalty: 4409.028809
	Iteration 29Q: 3 clusters Score -980213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -980223.875000 Penalty: 4409.028809
	Iteration 30Q: 3 clusters Score -980223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -980232.062500 Penalty: 4409.028809
	Iteration 31Q: 3 clusters Score -980232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -980238.375000 Penalty: 4409.028809
	Iteration 32Q: 3 clusters Score -980238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -980240.000000 Penalty: 4409.028809
	Iteration 33Q: 3 clusters Score -980240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -980241.312500 Penalty: 4409.028809
	Iteration 34Q: 3 clusters Score -980241.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -980241.312500 Penalty: 4409.028809
	Iteration 35F: 3 clusters Score -980241.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Entering Unmasked Estep 
Score: -2636875.500000 Penalty: 2458.041016
	Iteration 0F: 2 clusters Score -2636876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2622762.750000 Penalty: 4916.082031
	Iteration 0F: 3 clusters Score -2622763 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2627430.500000 Penalty: 4916.082031
	Iteration 1F: 3 clusters Score -2627430 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2627883.500000 Penalty: 4916.082031
	Iteration 2F: 3 clusters Score -2627884 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2628298.250000 Penalty: 4916.082031
	Iteration 3F: 3 clusters Score -2628298 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2628673.750000 Penalty: 4916.082031
	Iteration 4Q: 3 clusters Score -2628674 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2629041.250000 Penalty: 4916.082031
	Iteration 5Q: 3 clusters Score -2629041 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2629411.750000 Penalty: 4916.082031
	Iteration 6Q: 3 clusters Score -2629412 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2629791.000000 Penalty: 4916.082031
	Iteration 7Q: 3 clusters Score -2629791 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2630186.500000 Penalty: 4916.082031
	Iteration 8Q: 3 clusters Score -2630186 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2630607.750000 Penalty: 4916.082031
	Iteration 9Q: 3 clusters Score -2630608 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2631047.250000 Penalty: 4916.082031
	Iteration 10Q: 3 clusters Score -2631047 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2631466.000000 Penalty: 4916.082031
	Iteration 11Q: 3 clusters Score -2631466 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2631888.750000 Penalty: 4916.082031
	Iteration 12Q: 3 clusters Score -2631889 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2632251.750000 Penalty: 4916.082031
	Iteration 13Q: 3 clusters Score -2632252 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2632525.500000 Penalty: 4916.082031
	Iteration 14Q: 3 clusters Score -2632526 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2632705.750000 Penalty: 4916.082031
	Iteration 15Q: 3 clusters Score -2632706 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2632835.250000 Penalty: 4916.082031
	Iteration 16Q: 3 clusters Score -2632835 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2632933.000000 Penalty: 4916.082031
	Iteration 17Q: 3 clusters Score -2632933 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2633009.000000 Penalty: 4916.082031
	Iteration 18Q: 3 clusters Score -2633009 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2633071.500000 Penalty: 4916.082031
	Iteration 19Q: 3 clusters Score -2633072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2633133.500000 Penalty: 4916.082031
	Iteration 20F: 3 clusters Score -2633134 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2633204.250000 Penalty: 4916.082031
	Iteration 21Q: 3 clusters Score -2633204 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2633275.000000 Penalty: 4916.082031
	Iteration 22Q: 3 clusters Score -2633275 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2633364.750000 Penalty: 4916.082031
	Iteration 23Q: 3 clusters Score -2633365 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2633457.750000 Penalty: 4916.082031
	Iteration 24Q: 3 clusters Score -2633458 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2633572.250000 Penalty: 4916.082031
	Iteration 25Q: 3 clusters Score -2633572 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2633653.000000 Penalty: 4916.082031
	Iteration 26Q: 3 clusters Score -2633653 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2633741.750000 Penalty: 4916.082031
	Iteration 27Q: 3 clusters Score -2633742 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2633858.000000 Penalty: 4916.082031
	Iteration 28Q: 3 clusters Score -2633858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2633993.500000 Penalty: 4916.082031
	Iteration 29Q: 3 clusters Score -2633994 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2634134.750000 Penalty: 4916.082031
	Iteration 30Q: 3 clusters Score -2634135 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2634250.750000 Penalty: 4916.082031
	Iteration 31Q: 3 clusters Score -2634251 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2634344.000000 Penalty: 4916.082031
	Iteration 32Q: 3 clusters Score -2634344 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2634428.750000 Penalty: 4916.082031
	Iteration 33Q: 3 clusters Score -2634429 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2634509.000000 Penalty: 4916.082031
	Iteration 34Q: 3 clusters Score -2634509 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2634585.500000 Penalty: 4916.082031
	Iteration 35Q: 3 clusters Score -2634586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2634638.000000 Penalty: 4916.082031
	Iteration 36Q: 3 clusters Score -2634638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2634682.500000 Penalty: 4916.082031
	Iteration 37Q: 3 clusters Score -2634682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2634715.250000 Penalty: 4916.082031
	Iteration 38Q: 3 clusters Score -2634715 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2634744.250000 Penalty: 4916.082031
	Iteration 39Q: 3 clusters Score -2634744 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2634782.250000 Penalty: 4916.082031
	Iteration 40F: 3 clusters Score -2634782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2634807.000000 Penalty: 4916.082031
	Iteration 41Q: 3 clusters Score -2634807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2634814.000000 Penalty: 4916.082031
	Iteration 42Q: 3 clusters Score -2634814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2634839.250000 Penalty: 4916.082031
	Iteration 43Q: 3 clusters Score -2634839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2634848.000000 Penalty: 4916.082031
	Iteration 44Q: 3 clusters Score -2634848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2634851.000000 Penalty: 4916.082031
	Iteration 45Q: 3 clusters Score -2634851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2634864.500000 Penalty: 4916.082031
	Iteration 46Q: 3 clusters Score -2634864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2634864.000000 Penalty: 4916.082031
	Iteration 47Q: 3 clusters Score -2634864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2634864.750000 Penalty: 4916.082031
	Iteration 48Q: 3 clusters Score -2634865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2634867.000000 Penalty: 4916.082031
	Iteration 49Q: 3 clusters Score -2634867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2634871.500000 Penalty: 4916.082031
	Iteration 50Q: 3 clusters Score -2634872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2634873.500000 Penalty: 4916.082031
	Iteration 51Q: 3 clusters Score -2634874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2634876.750000 Penalty: 4916.082031
	Iteration 52Q: 3 clusters Score -2634877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2634880.500000 Penalty: 4916.082031
	Iteration 53Q: 3 clusters Score -2634880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2634877.500000 Penalty: 4916.082031
	Iteration 54Q: 3 clusters Score -2634878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2634875.250000 Penalty: 4916.082031
	Iteration 55Q: 3 clusters Score -2634875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2634878.500000 Penalty: 4916.082031
	Iteration 56Q: 3 clusters Score -2634878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2634879.500000 Penalty: 4916.082031
	Iteration 57Q: 3 clusters Score -2634880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2634876.250000 Penalty: 4916.082031
	Iteration 58Q: 3 clusters Score -2634876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2634877.250000 Penalty: 4916.082031
	Iteration 59Q: 3 clusters Score -2634877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2634877.500000 Penalty: 4916.082031
	Iteration 60F: 3 clusters Score -2634878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2634874.250000 Penalty: 4916.082031
	Iteration 61Q: 3 clusters Score -2634874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2634875.250000 Penalty: 4916.082031
	Iteration 62Q: 3 clusters Score -2634875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2634880.750000 Penalty: 4916.082031
	Iteration 63Q: 3 clusters Score -2634881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2634882.250000 Penalty: 4916.082031
	Iteration 64Q: 3 clusters Score -2634882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2634880.750000 Penalty: 4916.082031
	Iteration 65Q: 3 clusters Score -2634881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2634881.500000 Penalty: 4916.082031
	Iteration 66Q: 3 clusters Score -2634882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2634882.250000 Penalty: 4916.082031
	Iteration 67Q: 3 clusters Score -2634882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2634883.000000 Penalty: 4916.082031
	Iteration 68Q: 3 clusters Score -2634883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2634883.750000 Penalty: 4916.082031
	Iteration 69Q: 3 clusters Score -2634884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2634878.750000 Penalty: 4916.082031
	Iteration 70Q: 3 clusters Score -2634879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2634880.250000 Penalty: 4916.082031
	Iteration 71Q: 3 clusters Score -2634880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2634882.500000 Penalty: 4916.082031
	Iteration 72Q: 3 clusters Score -2634882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2634881.000000 Penalty: 4916.082031
	Iteration 73Q: 3 clusters Score -2634881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2634882.750000 Penalty: 4916.082031
	Iteration 74Q: 3 clusters Score -2634883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2634885.750000 Penalty: 4916.082031
	Iteration 75Q: 3 clusters Score -2634886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2634887.000000 Penalty: 4916.082031
	Iteration 76Q: 3 clusters Score -2634887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2634889.250000 Penalty: 4916.082031
	Iteration 77Q: 3 clusters Score -2634889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2634888.000000 Penalty: 4916.082031
	Iteration 78Q: 3 clusters Score -2634888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2634889.000000 Penalty: 4916.082031
	Iteration 79Q: 3 clusters Score -2634889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2634885.750000 Penalty: 4916.082031
	Iteration 80F: 3 clusters Score -2634886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2634887.750000 Penalty: 4916.082031
	Iteration 81Q: 3 clusters Score -2634888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2634886.500000 Penalty: 4916.082031
	Iteration 82Q: 3 clusters Score -2634886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2634887.750000 Penalty: 4916.082031
	Iteration 83Q: 3 clusters Score -2634888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2634890.250000 Penalty: 4916.082031
	Iteration 84Q: 3 clusters Score -2634890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2634891.000000 Penalty: 4916.082031
	Iteration 85Q: 3 clusters Score -2634891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2634888.500000 Penalty: 4916.082031
	Iteration 86Q: 3 clusters Score -2634888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2634886.500000 Penalty: 4916.082031
	Iteration 87Q: 3 clusters Score -2634886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2634890.750000 Penalty: 4916.082031
	Iteration 88Q: 3 clusters Score -2634891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2634887.500000 Penalty: 4916.082031
	Iteration 89Q: 3 clusters Score -2634888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2634885.750000 Penalty: 4916.082031
	Iteration 90Q: 3 clusters Score -2634886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2634887.000000 Penalty: 4916.082031
	Iteration 91Q: 3 clusters Score -2634887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2634886.500000 Penalty: 4916.082031
	Iteration 92Q: 3 clusters Score -2634886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2634888.750000 Penalty: 4916.082031
	Iteration 93Q: 3 clusters Score -2634889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2634894.500000 Penalty: 4916.082031
	Iteration 94Q: 3 clusters Score -2634894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2634892.750000 Penalty: 4916.082031
	Iteration 95Q: 3 clusters Score -2634893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2634893.250000 Penalty: 4916.082031
	Iteration 96Q: 3 clusters Score -2634893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2634891.250000 Penalty: 4916.082031
	Iteration 97Q: 3 clusters Score -2634891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2634891.250000 Penalty: 4916.082031
	Iteration 98F: 3 clusters Score -2634891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Entering Unmasked Estep 
Score: -831043.500000 Penalty: 2174.065918
	Iteration 0F: 2 clusters Score -831043.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -825596.875000 Penalty: 4348.131836
	Iteration 0F: 3 clusters Score -825596.9 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -826986.187500 Penalty: 4348.131836
	Iteration 1F: 3 clusters Score -826986.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -827240.187500 Penalty: 4348.131836
	Iteration 2F: 3 clusters Score -827240.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -827441.062500 Penalty: 4348.131836
	Iteration 3F: 3 clusters Score -827441.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -827583.000000 Penalty: 4348.131836
	Iteration 4Q: 3 clusters Score -827583 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -827712.625000 Penalty: 4348.131836
	Iteration 5Q: 3 clusters Score -827712.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -827828.500000 Penalty: 4348.131836
	Iteration 6Q: 3 clusters Score -827828.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -827942.625000 Penalty: 4348.131836
	Iteration 7Q: 3 clusters Score -827942.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -828053.187500 Penalty: 4348.131836
	Iteration 8Q: 3 clusters Score -828053.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -828160.687500 Penalty: 4348.131836
	Iteration 9Q: 3 clusters Score -828160.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -828281.750000 Penalty: 4348.131836
	Iteration 10Q: 3 clusters Score -828281.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -828379.250000 Penalty: 4348.131836
	Iteration 11Q: 3 clusters Score -828379.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -828479.625000 Penalty: 4348.131836
	Iteration 12Q: 3 clusters Score -828479.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -828566.000000 Penalty: 4348.131836
	Iteration 13Q: 3 clusters Score -828566 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -828620.562500 Penalty: 4348.131836
	Iteration 14Q: 3 clusters Score -828620.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -828664.375000 Penalty: 4348.131836
	Iteration 15Q: 3 clusters Score -828664.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -828711.562500 Penalty: 4348.131836
	Iteration 16Q: 3 clusters Score -828711.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -828750.937500 Penalty: 4348.131836
	Iteration 17Q: 3 clusters Score -828750.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -828778.750000 Penalty: 4348.131836
	Iteration 18Q: 3 clusters Score -828778.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -828800.437500 Penalty: 4348.131836
	Iteration 19Q: 3 clusters Score -828800.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -828818.500000 Penalty: 4348.131836
	Iteration 20F: 3 clusters Score -828818.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -828836.187500 Penalty: 4348.131836
	Iteration 21Q: 3 clusters Score -828836.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -828845.500000 Penalty: 4348.131836
	Iteration 22Q: 3 clusters Score -828845.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -828854.750000 Penalty: 4348.131836
	Iteration 23Q: 3 clusters Score -828854.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -828865.687500 Penalty: 4348.131836
	Iteration 24Q: 3 clusters Score -828865.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -828875.250000 Penalty: 4348.131836
	Iteration 25Q: 3 clusters Score -828875.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -828883.000000 Penalty: 4348.131836
	Iteration 26Q: 3 clusters Score -828883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -828893.187500 Penalty: 4348.131836
	Iteration 27Q: 3 clusters Score -828893.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -828902.375000 Penalty: 4348.131836
	Iteration 28Q: 3 clusters Score -828902.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -828907.500000 Penalty: 4348.131836
	Iteration 29Q: 3 clusters Score -828907.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -828913.812500 Penalty: 4348.131836
	Iteration 30Q: 3 clusters Score -828913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -828915.937500 Penalty: 4348.131836
	Iteration 31Q: 3 clusters Score -828915.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -828922.437500 Penalty: 4348.131836
	Iteration 32Q: 3 clusters Score -828922.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -828925.312500 Penalty: 4348.131836
	Iteration 33Q: 3 clusters Score -828925.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -828930.437500 Penalty: 4348.131836
	Iteration 34Q: 3 clusters Score -828930.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -828932.125000 Penalty: 4348.131836
	Iteration 35Q: 3 clusters Score -828932.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -828937.500000 Penalty: 4348.131836
	Iteration 36Q: 3 clusters Score -828937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -828938.625000 Penalty: 4348.131836
	Iteration 37Q: 3 clusters Score -828938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -828943.312500 Penalty: 4348.131836
	Iteration 38Q: 3 clusters Score -828943.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -828947.500000 Penalty: 4348.131836
	Iteration 39Q: 3 clusters Score -828947.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -828950.937500 Penalty: 4348.131836
	Iteration 40F: 3 clusters Score -828950.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -828954.375000 Penalty: 4348.131836
	Iteration 41Q: 3 clusters Score -828954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -828961.500000 Penalty: 4348.131836
	Iteration 42Q: 3 clusters Score -828961.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -828964.437500 Penalty: 4348.131836
	Iteration 43Q: 3 clusters Score -828964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -828968.750000 Penalty: 4348.131836
	Iteration 44Q: 3 clusters Score -828968.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -828973.875000 Penalty: 4348.131836
	Iteration 45Q: 3 clusters Score -828973.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -828979.625000 Penalty: 4348.131836
	Iteration 46Q: 3 clusters Score -828979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -828981.437500 Penalty: 4348.131836
	Iteration 47Q: 3 clusters Score -828981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -828987.750000 Penalty: 4348.131836
	Iteration 48Q: 3 clusters Score -828987.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -828992.875000 Penalty: 4348.131836
	Iteration 49Q: 3 clusters Score -828992.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -828997.000000 Penalty: 4348.131836
	Iteration 50Q: 3 clusters Score -828997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -828997.812500 Penalty: 4348.131836
	Iteration 51Q: 3 clusters Score -828997.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -829003.312500 Penalty: 4348.131836
	Iteration 52Q: 3 clusters Score -829003.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -829005.437500 Penalty: 4348.131836
	Iteration 53Q: 3 clusters Score -829005.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -829010.500000 Penalty: 4348.131836
	Iteration 54Q: 3 clusters Score -829010.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -829018.500000 Penalty: 4348.131836
	Iteration 55Q: 3 clusters Score -829018.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -829027.500000 Penalty: 4348.131836
	Iteration 56Q: 3 clusters Score -829027.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -829031.562500 Penalty: 4348.131836
	Iteration 57Q: 3 clusters Score -829031.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -829036.625000 Penalty: 4348.131836
	Iteration 58Q: 3 clusters Score -829036.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -829043.687500 Penalty: 4348.131836
	Iteration 59Q: 3 clusters Score -829043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -829047.625000 Penalty: 4348.131836
	Iteration 60F: 3 clusters Score -829047.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -829051.312500 Penalty: 4348.131836
	Iteration 61Q: 3 clusters Score -829051.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -829055.125000 Penalty: 4348.131836
	Iteration 62Q: 3 clusters Score -829055.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -829060.375000 Penalty: 4348.131836
	Iteration 63Q: 3 clusters Score -829060.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -829070.812500 Penalty: 4348.131836
	Iteration 64Q: 3 clusters Score -829070.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -829080.125000 Penalty: 4348.131836
	Iteration 65Q: 3 clusters Score -829080.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -829095.375000 Penalty: 4348.131836
	Iteration 66Q: 3 clusters Score -829095.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -829107.875000 Penalty: 4348.131836
	Iteration 67Q: 3 clusters Score -829107.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -829122.312500 Penalty: 4348.131836
	Iteration 68Q: 3 clusters Score -829122.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -829132.437500 Penalty: 4348.131836
	Iteration 69Q: 3 clusters Score -829132.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -829136.375000 Penalty: 4348.131836
	Iteration 70Q: 3 clusters Score -829136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -829140.375000 Penalty: 4348.131836
	Iteration 71Q: 3 clusters Score -829140.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -829139.812500 Penalty: 4348.131836
	Iteration 72Q: 3 clusters Score -829139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -829142.062500 Penalty: 4348.131836
	Iteration 73Q: 3 clusters Score -829142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -829141.437500 Penalty: 4348.131836
	Iteration 74Q: 3 clusters Score -829141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -829144.000000 Penalty: 4348.131836
	Iteration 75Q: 3 clusters Score -829144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -829144.875000 Penalty: 4348.131836
	Iteration 76Q: 3 clusters Score -829144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -829143.062500 Penalty: 4348.131836
	Iteration 77Q: 3 clusters Score -829143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -829143.937500 Penalty: 4348.131836
	Iteration 78Q: 3 clusters Score -829143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -829145.625000 Penalty: 4348.131836
	Iteration 79Q: 3 clusters Score -829145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -829149.000000 Penalty: 4348.131836
	Iteration 80F: 3 clusters Score -829149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -829148.812500 Penalty: 4348.131836
	Iteration 81Q: 3 clusters Score -829148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -829148.500000 Penalty: 4348.131836
	Iteration 82Q: 3 clusters Score -829148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -829148.500000 Penalty: 4348.131836
	Iteration 83Q: 3 clusters Score -829148.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -829148.500000 Penalty: 4348.131836
	Iteration 84F: 3 clusters Score -829148.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Entering Unmasked Estep 
Score: -2492331.500000 Penalty: 2446.882324
	Iteration 0F: 2 clusters Score -2492332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2478676.250000 Penalty: 4893.764648
	Iteration 0F: 3 clusters Score -2478676 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2483227.000000 Penalty: 4893.764648
	Iteration 1F: 3 clusters Score -2483227 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2483657.500000 Penalty: 4893.764648
	Iteration 2F: 3 clusters Score -2483658 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2483972.000000 Penalty: 4893.764648
	Iteration 3Q: 3 clusters Score -2483972 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2484233.250000 Penalty: 4893.764648
	Iteration 4Q: 3 clusters Score -2484233 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2484492.750000 Penalty: 4893.764648
	Iteration 5Q: 3 clusters Score -2484493 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2484745.500000 Penalty: 4893.764648
	Iteration 6Q: 3 clusters Score -2484746 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2484976.500000 Penalty: 4893.764648
	Iteration 7Q: 3 clusters Score -2484976 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2485237.500000 Penalty: 4893.764648
	Iteration 8Q: 3 clusters Score -2485238 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2485529.250000 Penalty: 4893.764648
	Iteration 9Q: 3 clusters Score -2485529 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2485792.250000 Penalty: 4893.764648
	Iteration 10Q: 3 clusters Score -2485792 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2486039.000000 Penalty: 4893.764648
	Iteration 11Q: 3 clusters Score -2486039 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2486278.500000 Penalty: 4893.764648
	Iteration 12Q: 3 clusters Score -2486278 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2486574.000000 Penalty: 4893.764648
	Iteration 13Q: 3 clusters Score -2486574 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2486894.000000 Penalty: 4893.764648
	Iteration 14Q: 3 clusters Score -2486894 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2487121.000000 Penalty: 4893.764648
	Iteration 15Q: 3 clusters Score -2487121 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2487355.000000 Penalty: 4893.764648
	Iteration 16Q: 3 clusters Score -2487355 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2487569.250000 Penalty: 4893.764648
	Iteration 17Q: 3 clusters Score -2487569 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2487738.000000 Penalty: 4893.764648
	Iteration 18Q: 3 clusters Score -2487738 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2487854.750000 Penalty: 4893.764648
	Iteration 19Q: 3 clusters Score -2487855 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2487948.000000 Penalty: 4893.764648
	Iteration 20F: 3 clusters Score -2487948 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2488010.000000 Penalty: 4893.764648
	Iteration 21Q: 3 clusters Score -2488010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2488062.000000 Penalty: 4893.764648
	Iteration 22Q: 3 clusters Score -2488062 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2488100.000000 Penalty: 4893.764648
	Iteration 23Q: 3 clusters Score -2488100 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2488140.000000 Penalty: 4893.764648
	Iteration 24Q: 3 clusters Score -2488140 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2488177.750000 Penalty: 4893.764648
	Iteration 25Q: 3 clusters Score -2488178 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2488221.000000 Penalty: 4893.764648
	Iteration 26Q: 3 clusters Score -2488221 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2488283.750000 Penalty: 4893.764648
	Iteration 27Q: 3 clusters Score -2488284 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2488336.000000 Penalty: 4893.764648
	Iteration 28Q: 3 clusters Score -2488336 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2488358.750000 Penalty: 4893.764648
	Iteration 29Q: 3 clusters Score -2488359 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2488403.500000 Penalty: 4893.764648
	Iteration 30Q: 3 clusters Score -2488404 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2488438.500000 Penalty: 4893.764648
	Iteration 31Q: 3 clusters Score -2488438 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2488487.000000 Penalty: 4893.764648
	Iteration 32Q: 3 clusters Score -2488487 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2488528.250000 Penalty: 4893.764648
	Iteration 33Q: 3 clusters Score -2488528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2488571.750000 Penalty: 4893.764648
	Iteration 34Q: 3 clusters Score -2488572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2488600.500000 Penalty: 4893.764648
	Iteration 35Q: 3 clusters Score -2488600 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2488643.250000 Penalty: 4893.764648
	Iteration 36Q: 3 clusters Score -2488643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2488671.500000 Penalty: 4893.764648
	Iteration 37Q: 3 clusters Score -2488672 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2488721.000000 Penalty: 4893.764648
	Iteration 38Q: 3 clusters Score -2488721 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2488751.500000 Penalty: 4893.764648
	Iteration 39Q: 3 clusters Score -2488752 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2488803.750000 Penalty: 4893.764648
	Iteration 40F: 3 clusters Score -2488804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2488848.250000 Penalty: 4893.764648
	Iteration 41Q: 3 clusters Score -2488848 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2488902.500000 Penalty: 4893.764648
	Iteration 42Q: 3 clusters Score -2488902 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2488962.250000 Penalty: 4893.764648
	Iteration 43Q: 3 clusters Score -2488962 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2489005.000000 Penalty: 4893.764648
	Iteration 44Q: 3 clusters Score -2489005 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2489063.500000 Penalty: 4893.764648
	Iteration 45Q: 3 clusters Score -2489064 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2489150.000000 Penalty: 4893.764648
	Iteration 46Q: 3 clusters Score -2489150 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2489217.250000 Penalty: 4893.764648
	Iteration 47Q: 3 clusters Score -2489217 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2489274.500000 Penalty: 4893.764648
	Iteration 48Q: 3 clusters Score -2489274 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2489333.250000 Penalty: 4893.764648
	Iteration 49Q: 3 clusters Score -2489333 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2489389.750000 Penalty: 4893.764648
	Iteration 50Q: 3 clusters Score -2489390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2489436.750000 Penalty: 4893.764648
	Iteration 51Q: 3 clusters Score -2489437 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2489497.250000 Penalty: 4893.764648
	Iteration 52Q: 3 clusters Score -2489497 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2489542.000000 Penalty: 4893.764648
	Iteration 53Q: 3 clusters Score -2489542 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2489590.500000 Penalty: 4893.764648
	Iteration 54Q: 3 clusters Score -2489590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2489625.750000 Penalty: 4893.764648
	Iteration 55Q: 3 clusters Score -2489626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2489662.750000 Penalty: 4893.764648
	Iteration 56Q: 3 clusters Score -2489663 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2489688.500000 Penalty: 4893.764648
	Iteration 57Q: 3 clusters Score -2489688 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2489721.500000 Penalty: 4893.764648
	Iteration 58Q: 3 clusters Score -2489722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2489742.000000 Penalty: 4893.764648
	Iteration 59Q: 3 clusters Score -2489742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2489773.250000 Penalty: 4893.764648
	Iteration 60F: 3 clusters Score -2489773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2489798.250000 Penalty: 4893.764648
	Iteration 61Q: 3 clusters Score -2489798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2489826.000000 Penalty: 4893.764648
	Iteration 62Q: 3 clusters Score -2489826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2489856.500000 Penalty: 4893.764648
	Iteration 63Q: 3 clusters Score -2489856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2489891.000000 Penalty: 4893.764648
	Iteration 64Q: 3 clusters Score -2489891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2489948.750000 Penalty: 4893.764648
	Iteration 65Q: 3 clusters Score -2489949 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2489987.500000 Penalty: 4893.764648
	Iteration 66Q: 3 clusters Score -2489988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2490025.250000 Penalty: 4893.764648
	Iteration 67Q: 3 clusters Score -2490025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2490055.250000 Penalty: 4893.764648
	Iteration 68Q: 3 clusters Score -2490055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2490088.000000 Penalty: 4893.764648
	Iteration 69Q: 3 clusters Score -2490088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2490107.000000 Penalty: 4893.764648
	Iteration 70Q: 3 clusters Score -2490107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2490129.250000 Penalty: 4893.764648
	Iteration 71Q: 3 clusters Score -2490129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2490134.000000 Penalty: 4893.764648
	Iteration 72Q: 3 clusters Score -2490134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2490143.500000 Penalty: 4893.764648
	Iteration 73Q: 3 clusters Score -2490144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2490150.250000 Penalty: 4893.764648
	Iteration 74Q: 3 clusters Score -2490150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2490156.750000 Penalty: 4893.764648
	Iteration 75Q: 3 clusters Score -2490157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2490169.000000 Penalty: 4893.764648
	Iteration 76Q: 3 clusters Score -2490169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2490179.250000 Penalty: 4893.764648
	Iteration 77Q: 3 clusters Score -2490179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2490189.000000 Penalty: 4893.764648
	Iteration 78Q: 3 clusters Score -2490189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2490192.750000 Penalty: 4893.764648
	Iteration 79Q: 3 clusters Score -2490193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2490200.750000 Penalty: 4893.764648
	Iteration 80F: 3 clusters Score -2490201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2490206.500000 Penalty: 4893.764648
	Iteration 81Q: 3 clusters Score -2490206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2490210.250000 Penalty: 4893.764648
	Iteration 82Q: 3 clusters Score -2490210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2490215.000000 Penalty: 4893.764648
	Iteration 83Q: 3 clusters Score -2490215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2490217.500000 Penalty: 4893.764648
	Iteration 84Q: 3 clusters Score -2490218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2490221.750000 Penalty: 4893.764648
	Iteration 85Q: 3 clusters Score -2490222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2490220.750000 Penalty: 4893.764648
	Iteration 86Q: 3 clusters Score -2490221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2490221.000000 Penalty: 4893.764648
	Iteration 87Q: 3 clusters Score -2490221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2490224.500000 Penalty: 4893.764648
	Iteration 88Q: 3 clusters Score -2490224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2490226.750000 Penalty: 4893.764648
	Iteration 89Q: 3 clusters Score -2490227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2490233.500000 Penalty: 4893.764648
	Iteration 90Q: 3 clusters Score -2490234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2490239.250000 Penalty: 4893.764648
	Iteration 91Q: 3 clusters Score -2490239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2490237.250000 Penalty: 4893.764648
	Iteration 92Q: 3 clusters Score -2490237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2490243.250000 Penalty: 4893.764648
	Iteration 93Q: 3 clusters Score -2490243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2490250.750000 Penalty: 4893.764648
	Iteration 94Q: 3 clusters Score -2490251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2490249.500000 Penalty: 4893.764648
	Iteration 95Q: 3 clusters Score -2490250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2490252.250000 Penalty: 4893.764648
	Iteration 96Q: 3 clusters Score -2490252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2490253.000000 Penalty: 4893.764648
	Iteration 97Q: 3 clusters Score -2490253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2490253.000000 Penalty: 4893.764648
	Iteration 98F: 3 clusters Score -2490253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -653915.687500 Penalty: 2114.387695
	Iteration 0F: 2 clusters Score -653915.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -649359.875000 Penalty: 4228.775391
	Iteration 0F: 3 clusters Score -649359.9 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -650405.687500 Penalty: 4228.775391
	Iteration 1F: 3 clusters Score -650405.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -650635.125000 Penalty: 4228.775391
	Iteration 2F: 3 clusters Score -650635.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -650803.562500 Penalty: 4228.775391
	Iteration 3F: 3 clusters Score -650803.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -650948.375000 Penalty: 4228.775391
	Iteration 4Q: 3 clusters Score -650948.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -651078.125000 Penalty: 4228.775391
	Iteration 5Q: 3 clusters Score -651078.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -651209.375000 Penalty: 4228.775391
	Iteration 6Q: 3 clusters Score -651209.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -651344.687500 Penalty: 4228.775391
	Iteration 7Q: 3 clusters Score -651344.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -651447.250000 Penalty: 4228.775391
	Iteration 8Q: 3 clusters Score -651447.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -651548.125000 Penalty: 4228.775391
	Iteration 9Q: 3 clusters Score -651548.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -651651.312500 Penalty: 4228.775391
	Iteration 10Q: 3 clusters Score -651651.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -651774.937500 Penalty: 4228.775391
	Iteration 11Q: 3 clusters Score -651774.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -651878.750000 Penalty: 4228.775391
	Iteration 12Q: 3 clusters Score -651878.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -651961.437500 Penalty: 4228.775391
	Iteration 13Q: 3 clusters Score -651961.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -652032.875000 Penalty: 4228.775391
	Iteration 14Q: 3 clusters Score -652032.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -652105.125000 Penalty: 4228.775391
	Iteration 15Q: 3 clusters Score -652105.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -652168.750000 Penalty: 4228.775391
	Iteration 16Q: 3 clusters Score -652168.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -652235.562500 Penalty: 4228.775391
	Iteration 17Q: 3 clusters Score -652235.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -652303.187500 Penalty: 4228.775391
	Iteration 18Q: 3 clusters Score -652303.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -652351.000000 Penalty: 4228.775391
	Iteration 19Q: 3 clusters Score -652351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -652384.937500 Penalty: 4228.775391
	Iteration 20F: 3 clusters Score -652384.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -652412.000000 Penalty: 4228.775391
	Iteration 21Q: 3 clusters Score -652412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -652438.875000 Penalty: 4228.775391
	Iteration 22Q: 3 clusters Score -652438.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -652458.187500 Penalty: 4228.775391
	Iteration 23Q: 3 clusters Score -652458.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -652468.937500 Penalty: 4228.775391
	Iteration 24Q: 3 clusters Score -652468.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -652481.500000 Penalty: 4228.775391
	Iteration 25Q: 3 clusters Score -652481.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -652486.812500 Penalty: 4228.775391
	Iteration 26Q: 3 clusters Score -652486.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -652498.750000 Penalty: 4228.775391
	Iteration 27Q: 3 clusters Score -652498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -652502.812500 Penalty: 4228.775391
	Iteration 28Q: 3 clusters Score -652502.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -652506.062500 Penalty: 4228.775391
	Iteration 29Q: 3 clusters Score -652506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -652508.687500 Penalty: 4228.775391
	Iteration 30Q: 3 clusters Score -652508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -652510.062500 Penalty: 4228.775391
	Iteration 31Q: 3 clusters Score -652510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -652510.500000 Penalty: 4228.775391
	Iteration 32Q: 3 clusters Score -652510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -652510.500000 Penalty: 4228.775391
	Iteration 33F: 3 clusters Score -652510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -47252.242188 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -47252.24 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 201 members 
Entering Unmasked Estep 
Score: -45835.671875 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -45835.67 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46001.246094 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -46001.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46061.996094 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -46062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46083.835938 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -46083.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46098.929688 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -46098.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46103.707031 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -46103.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46103.707031 Penalty: 2965.527344
	Iteration 6F: 3 clusters Score -46103.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (140535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Entering Unmasked Estep 
Score: -18424398.000000 Penalty: 2939.596436
	Iteration 0F: 2 clusters Score -1.84244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -18331264.000000 Penalty: 5879.192871
	Iteration 0F: 3 clusters Score -1.833126e+07 nChanged 66998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -18370214.000000 Penalty: 5879.192871
	Iteration 1F: 3 clusters Score -1.837021e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -18371850.000000 Penalty: 5879.192871
	Iteration 2Q: 3 clusters Score -1.837185e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -18374174.000000 Penalty: 5879.192871
	Iteration 3Q: 3 clusters Score -1.837417e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -18377660.000000 Penalty: 5879.192871
	Iteration 4F: 3 clusters Score -1.837766e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -18382412.000000 Penalty: 5879.192871
	Iteration 5F: 3 clusters Score -1.838241e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -18387842.000000 Penalty: 5879.192871
	Iteration 6F: 3 clusters Score -1.838784e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99193 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -18393046.000000 Penalty: 5879.192871
	Iteration 7F: 3 clusters Score -1.839305e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -18397876.000000 Penalty: 5879.192871
	Iteration 8F: 3 clusters Score -1.839788e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -18402162.000000 Penalty: 5879.192871
	Iteration 9Q: 3 clusters Score -1.840216e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116931 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -18406078.000000 Penalty: 5879.192871
	Iteration 10Q: 3 clusters Score -1.840608e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122150 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -18409624.000000 Penalty: 5879.192871
	Iteration 11Q: 3 clusters Score -1.840962e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126605 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -18412684.000000 Penalty: 5879.192871
	Iteration 12Q: 3 clusters Score -1.841268e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -18415392.000000 Penalty: 5879.192871
	Iteration 13Q: 3 clusters Score -1.841539e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133485 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -18417366.000000 Penalty: 5879.192871
	Iteration 14Q: 3 clusters Score -1.841737e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135751 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -18418988.000000 Penalty: 5879.192871
	Iteration 15Q: 3 clusters Score -1.841899e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137324 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -18420030.000000 Penalty: 5879.192871
	Iteration 16Q: 3 clusters Score -1.842003e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138274 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -18420712.000000 Penalty: 5879.192871
	Iteration 17Q: 3 clusters Score -1.842071e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138861 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -18421144.000000 Penalty: 5879.192871
	Iteration 18Q: 3 clusters Score -1.842114e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139212 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18421442.000000 Penalty: 5879.192871
	Iteration 19Q: 3 clusters Score -1.842144e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139431 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18421610.000000 Penalty: 5879.192871
	Iteration 20F: 3 clusters Score -1.842161e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139570 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -18421734.000000 Penalty: 5879.192871
	Iteration 21Q: 3 clusters Score -1.842173e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139643 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -18421778.000000 Penalty: 5879.192871
	Iteration 22Q: 3 clusters Score -1.842178e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139700 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18421842.000000 Penalty: 5879.192871
	Iteration 23Q: 3 clusters Score -1.842184e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139746 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -18421878.000000 Penalty: 5879.192871
	Iteration 24Q: 3 clusters Score -1.842188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -18421886.000000 Penalty: 5879.192871
	Iteration 25Q: 3 clusters Score -1.842189e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139794 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -18421896.000000 Penalty: 5879.192871
	Iteration 26Q: 3 clusters Score -1.84219e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139812 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18421922.000000 Penalty: 5879.192871
	Iteration 27Q: 3 clusters Score -1.842192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -18421926.000000 Penalty: 5879.192871
	Iteration 28Q: 3 clusters Score -1.842193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139841 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18421956.000000 Penalty: 5879.192871
	Iteration 29Q: 3 clusters Score -1.842196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -18421950.000000 Penalty: 5879.192871
	Iteration 30Q: 3 clusters Score -1.842195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139856 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -18421956.000000 Penalty: 5879.192871
	Iteration 31Q: 3 clusters Score -1.842196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18421958.000000 Penalty: 5879.192871
	Iteration 32Q: 3 clusters Score -1.842196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18421950.000000 Penalty: 5879.192871
	Iteration 33Q: 3 clusters Score -1.842195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139860 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18421958.000000 Penalty: 5879.192871
	Iteration 34Q: 3 clusters Score -1.842196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139860 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18421960.000000 Penalty: 5879.192871
	Iteration 35Q: 3 clusters Score -1.842196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139860 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18421960.000000 Penalty: 5879.192871
	Iteration 36Q: 3 clusters Score -1.842196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18421956.000000 Penalty: 5879.192871
	Iteration 37Q: 3 clusters Score -1.842196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139864 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18421972.000000 Penalty: 5879.192871
	Iteration 38Q: 3 clusters Score -1.842197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139869 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -18421988.000000 Penalty: 5879.192871
	Iteration 39Q: 3 clusters Score -1.842199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139876 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -18421982.000000 Penalty: 5879.192871
	Iteration 40F: 3 clusters Score -1.842198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139884 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18421980.000000 Penalty: 5879.192871
	Iteration 41Q: 3 clusters Score -1.842198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139889 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -18421992.000000 Penalty: 5879.192871
	Iteration 42Q: 3 clusters Score -1.842199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -18421994.000000 Penalty: 5879.192871
	Iteration 43Q: 3 clusters Score -1.842199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139894 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -18422006.000000 Penalty: 5879.192871
	Iteration 44Q: 3 clusters Score -1.842201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -18422002.000000 Penalty: 5879.192871
	Iteration 45Q: 3 clusters Score -1.8422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139899 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18422006.000000 Penalty: 5879.192871
	Iteration 46Q: 3 clusters Score -1.842201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18422006.000000 Penalty: 5879.192871
	Iteration 47Q: 3 clusters Score -1.842201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18422006.000000 Penalty: 5879.192871
	Iteration 48F: 3 clusters Score -1.842201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Entering Unmasked Estep 
Score: -2139038.750000 Penalty: 2407.136230
	Iteration 0F: 2 clusters Score -2139039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2127371.000000 Penalty: 4814.272461
	Iteration 0F: 3 clusters Score -2127371 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2131116.250000 Penalty: 4814.272461
	Iteration 1F: 3 clusters Score -2131116 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2131590.750000 Penalty: 4814.272461
	Iteration 2F: 3 clusters Score -2131591 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2132063.250000 Penalty: 4814.272461
	Iteration 3F: 3 clusters Score -2132063 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2132625.500000 Penalty: 4814.272461
	Iteration 4F: 3 clusters Score -2132626 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2133361.000000 Penalty: 4814.272461
	Iteration 5F: 3 clusters Score -2133361 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2134127.500000 Penalty: 4814.272461
	Iteration 6F: 3 clusters Score -2134128 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2134814.750000 Penalty: 4814.272461
	Iteration 7F: 3 clusters Score -2134815 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2135353.000000 Penalty: 4814.272461
	Iteration 8Q: 3 clusters Score -2135353 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2135801.750000 Penalty: 4814.272461
	Iteration 9Q: 3 clusters Score -2135802 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2136144.000000 Penalty: 4814.272461
	Iteration 10Q: 3 clusters Score -2136144 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2136416.500000 Penalty: 4814.272461
	Iteration 11Q: 3 clusters Score -2136416 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2136618.000000 Penalty: 4814.272461
	Iteration 12Q: 3 clusters Score -2136618 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2136818.000000 Penalty: 4814.272461
	Iteration 13Q: 3 clusters Score -2136818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2136987.750000 Penalty: 4814.272461
	Iteration 14Q: 3 clusters Score -2136988 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2137179.000000 Penalty: 4814.272461
	Iteration 15Q: 3 clusters Score -2137179 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2137337.000000 Penalty: 4814.272461
	Iteration 16Q: 3 clusters Score -2137337 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2137419.000000 Penalty: 4814.272461
	Iteration 17Q: 3 clusters Score -2137419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2137463.750000 Penalty: 4814.272461
	Iteration 18Q: 3 clusters Score -2137464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2137487.250000 Penalty: 4814.272461
	Iteration 19Q: 3 clusters Score -2137487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2137502.000000 Penalty: 4814.272461
	Iteration 20F: 3 clusters Score -2137502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2137511.250000 Penalty: 4814.272461
	Iteration 21Q: 3 clusters Score -2137511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2137529.000000 Penalty: 4814.272461
	Iteration 22Q: 3 clusters Score -2137529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2137539.750000 Penalty: 4814.272461
	Iteration 23Q: 3 clusters Score -2137540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2137547.750000 Penalty: 4814.272461
	Iteration 24Q: 3 clusters Score -2137548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2137553.500000 Penalty: 4814.272461
	Iteration 25Q: 3 clusters Score -2137554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2137557.000000 Penalty: 4814.272461
	Iteration 26Q: 3 clusters Score -2137557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2137565.750000 Penalty: 4814.272461
	Iteration 27Q: 3 clusters Score -2137566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2137569.000000 Penalty: 4814.272461
	Iteration 28Q: 3 clusters Score -2137569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2137573.000000 Penalty: 4814.272461
	Iteration 29Q: 3 clusters Score -2137573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2137573.750000 Penalty: 4814.272461
	Iteration 30Q: 3 clusters Score -2137574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2137576.250000 Penalty: 4814.272461
	Iteration 31Q: 3 clusters Score -2137576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2137576.500000 Penalty: 4814.272461
	Iteration 32Q: 3 clusters Score -2137576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2137576.000000 Penalty: 4814.272461
	Iteration 33Q: 3 clusters Score -2137576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2137576.500000 Penalty: 4814.272461
	Iteration 34Q: 3 clusters Score -2137576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2137579.500000 Penalty: 4814.272461
	Iteration 35Q: 3 clusters Score -2137580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2137577.750000 Penalty: 4814.272461
	Iteration 36Q: 3 clusters Score -2137578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2137577.750000 Penalty: 4814.272461
	Iteration 37F: 3 clusters Score -2137578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -15705.287109 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -15705.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14796.465820 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -14796.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14841.418945 Penalty: 2465.027344
	Iteration 1F: 3 clusters Score -14841.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14846.579102 Penalty: 2465.027344
	Iteration 2Q: 3 clusters Score -14846.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14846.579102 Penalty: 2465.027344
	Iteration 3F: 3 clusters Score -14846.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -47283.414062 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -47283.41 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 214 members 
Entering Unmasked Estep 
Score: -45925.894531 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -45925.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46050.460938 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -46050.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46076.906250 Penalty: 2950.225586
	Iteration 2Q: 3 clusters Score -46076.91 nChanged 5
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: -46087.636719 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -46087.64 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: -46091.230469 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -46091.23 nChanged 0
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: -46091.230469 Penalty: 2950.225586
	Iteration 5F: 3 clusters Score -46091.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 3191 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7305 members 
Mstep: Class 8 contains 12713 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42619 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 20160 members 
Mstep: Class 18 contains 6415 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140535 members 
Mstep: Class 23 contains 16419 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898784.000000 Penalty: 78895.390625
Iteration 399Q: 26 clusters Score -4.289878e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 5365 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7306 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 6011 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42613 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 20159 members 
Mstep: Class 18 contains 6416 members 
Mstep: Class 19 contains 19256 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140543 members 
Mstep: Class 23 contains 16420 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898832.000000 Penalty: 78895.390625
Iteration 400F: 26 clusters Score -4.289883e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 3194 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 5370 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7305 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42609 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 20156 members 
Mstep: Class 18 contains 6418 members 
Mstep: Class 19 contains 19243 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140546 members 
Mstep: Class 23 contains 16420 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898808.000000 Penalty: 78895.390625
Iteration 401Q: 26 clusters Score -4.289881e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 14314 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42606 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 20154 members 
Mstep: Class 18 contains 6420 members 
Mstep: Class 19 contains 19233 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140551 members 
Mstep: Class 23 contains 16420 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898836.000000 Penalty: 78895.390625
Iteration 402Q: 26 clusters Score -4.289884e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 3189 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 5371 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42607 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 20154 members 
Mstep: Class 18 contains 6420 members 
Mstep: Class 19 contains 19222 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140556 members 
Mstep: Class 23 contains 16421 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898856.000000 Penalty: 78895.390625
Iteration 403Q: 26 clusters Score -4.289886e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3113 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 5371 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 12709 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42607 members 
Mstep: Class 16 contains 7255 members 
Mstep: Class 17 contains 20153 members 
Mstep: Class 18 contains 6421 members 
Mstep: Class 19 contains 19214 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140566 members 
Mstep: Class 23 contains 16420 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898832.000000 Penalty: 78895.390625
Iteration 404Q: 26 clusters Score -4.289883e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 5371 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 12709 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 6013 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42607 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 19203 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140578 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898872.000000 Penalty: 78895.390625
Iteration 405Q: 26 clusters Score -4.289887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 14313 members 
Mstep: Class 5 contains 5374 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42606 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 19188 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140589 members 
Mstep: Class 23 contains 16414 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898916.000000 Penalty: 78895.390625
Iteration 406Q: 26 clusters Score -4.289892e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 5376 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42606 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 20147 members 
Mstep: Class 18 contains 6421 members 
Mstep: Class 19 contains 19173 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140602 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898904.000000 Penalty: 78895.390625
Iteration 407Q: 26 clusters Score -4.28989e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 3182 members 
Mstep: Class 4 contains 14297 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7265 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 42606 members 
Mstep: Class 16 contains 7263 members 
Mstep: Class 17 contains 20149 members 
Mstep: Class 18 contains 6421 members 
Mstep: Class 19 contains 19160 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140609 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898940.000000 Penalty: 78895.390625
Iteration 408Q: 26 clusters Score -4.289894e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 3182 members 
Mstep: Class 4 contains 14296 members 
Mstep: Class 5 contains 5378 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 42606 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 20146 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 19142 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140616 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898952.000000 Penalty: 78895.390625
Iteration 409Q: 26 clusters Score -4.289895e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3165 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 14287 members 
Mstep: Class 5 contains 5380 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 42605 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 20146 members 
Mstep: Class 18 contains 6423 members 
Mstep: Class 19 contains 19130 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140612 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898912.000000 Penalty: 78895.390625
Iteration 410Q: 26 clusters Score -4.289891e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 14284 members 
Mstep: Class 5 contains 5381 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 42604 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 20147 members 
Mstep: Class 18 contains 6423 members 
Mstep: Class 19 contains 19114 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140621 members 
Mstep: Class 23 contains 16411 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898924.000000 Penalty: 78895.390625
Iteration 411Q: 26 clusters Score -4.289892e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 14288 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 42604 members 
Mstep: Class 16 contains 7280 members 
Mstep: Class 17 contains 20142 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 19099 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140630 members 
Mstep: Class 23 contains 16411 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898964.000000 Penalty: 78895.390625
Iteration 412Q: 26 clusters Score -4.289896e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3166 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 14290 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7265 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 42604 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 20141 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 19092 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140635 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898964.000000 Penalty: 78895.390625
Iteration 413Q: 26 clusters Score -4.289896e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 14281 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 42603 members 
Mstep: Class 16 contains 7287 members 
Mstep: Class 17 contains 20141 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 19082 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140641 members 
Mstep: Class 23 contains 16411 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898996.000000 Penalty: 78895.390625
Iteration 414Q: 26 clusters Score -4.2899e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 6029 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 42602 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 20140 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 19060 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140645 members 
Mstep: Class 23 contains 16410 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899036.000000 Penalty: 78895.390625
Iteration 415Q: 26 clusters Score -4.289904e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 42600 members 
Mstep: Class 16 contains 7295 members 
Mstep: Class 17 contains 20136 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 19046 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140651 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899064.000000 Penalty: 78895.390625
Iteration 416Q: 26 clusters Score -4.289906e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 14287 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12709 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 42602 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 19019 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140655 members 
Mstep: Class 23 contains 16414 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899004.000000 Penalty: 78895.390625
Iteration 417Q: 26 clusters Score -4.2899e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 14289 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 42602 members 
Mstep: Class 16 contains 7300 members 
Mstep: Class 17 contains 20132 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 18995 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140669 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899044.000000 Penalty: 78895.390625
Iteration 418Q: 26 clusters Score -4.289904e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 14300 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 42601 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 20131 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 18972 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140676 members 
Mstep: Class 23 contains 16411 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899020.000000 Penalty: 78895.390625
Iteration 419Q: 26 clusters Score -4.289902e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6029 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 42600 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 20132 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 18951 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140674 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899036.000000 Penalty: 78895.390625
Iteration 420F: 26 clusters Score -4.289904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 14321 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 42600 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 20129 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 18937 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140672 members 
Mstep: Class 23 contains 16414 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899084.000000 Penalty: 78895.390625
Iteration 421Q: 26 clusters Score -4.289908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 14329 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 42600 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 20128 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 18923 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140671 members 
Mstep: Class 23 contains 16414 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899096.000000 Penalty: 78895.390625
Iteration 422Q: 26 clusters Score -4.28991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3249 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 14335 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 42599 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 20128 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 18911 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140676 members 
Mstep: Class 23 contains 16414 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899072.000000 Penalty: 78895.390625
Iteration 423Q: 26 clusters Score -4.289907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 14344 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 42599 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 20128 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 18897 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140676 members 
Mstep: Class 23 contains 16414 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899060.000000 Penalty: 78895.390625
Iteration 424Q: 26 clusters Score -4.289906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 14339 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6032 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 42598 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 20127 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 18880 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140686 members 
Mstep: Class 23 contains 16415 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899064.000000 Penalty: 78895.390625
Iteration 425Q: 26 clusters Score -4.289906e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 14347 members 
Mstep: Class 5 contains 5391 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12708 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6031 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10654 members 
Mstep: Class 15 contains 42598 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 20128 members 
Mstep: Class 18 contains 6429 members 
Mstep: Class 19 contains 18871 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140687 members 
Mstep: Class 23 contains 16414 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899112.000000 Penalty: 78895.390625
Iteration 426Q: 26 clusters Score -4.289911e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3278 members 
Mstep: Class 3 contains 3175 members 
Mstep: Class 4 contains 14354 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 6032 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10655 members 
Mstep: Class 15 contains 42596 members 
Mstep: Class 16 contains 7302 members 
Mstep: Class 17 contains 20130 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 18859 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140688 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899056.000000 Penalty: 78895.390625
Iteration 427Q: 26 clusters Score -4.289906e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3287 members 
Mstep: Class 3 contains 3175 members 
Mstep: Class 4 contains 14359 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42594 members 
Mstep: Class 16 contains 7304 members 
Mstep: Class 17 contains 20127 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 18850 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140688 members 
Mstep: Class 23 contains 16411 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899068.000000 Penalty: 78895.390625
Iteration 428Q: 26 clusters Score -4.289907e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 3176 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 6029 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42592 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 20125 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 18838 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140694 members 
Mstep: Class 23 contains 16410 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899088.000000 Penalty: 78895.390625
Iteration 429Q: 26 clusters Score -4.289909e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3286 members 
Mstep: Class 3 contains 3175 members 
Mstep: Class 4 contains 14372 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12708 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42590 members 
Mstep: Class 16 contains 7307 members 
Mstep: Class 17 contains 20126 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 18826 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140702 members 
Mstep: Class 23 contains 16406 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899128.000000 Penalty: 78895.390625
Iteration 430Q: 26 clusters Score -4.289913e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3286 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 14382 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42585 members 
Mstep: Class 16 contains 7308 members 
Mstep: Class 17 contains 20125 members 
Mstep: Class 18 contains 6429 members 
Mstep: Class 19 contains 18818 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140709 members 
Mstep: Class 23 contains 16408 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899188.000000 Penalty: 78895.390625
Iteration 431Q: 26 clusters Score -4.289919e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42582 members 
Mstep: Class 16 contains 7309 members 
Mstep: Class 17 contains 20123 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 18806 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140730 members 
Mstep: Class 23 contains 16410 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899144.000000 Penalty: 78895.390625
Iteration 432Q: 26 clusters Score -4.289914e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3275 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 14378 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42577 members 
Mstep: Class 16 contains 7310 members 
Mstep: Class 17 contains 20122 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 18801 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140742 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899192.000000 Penalty: 78895.390625
Iteration 433Q: 26 clusters Score -4.289919e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3280 members 
Mstep: Class 3 contains 3175 members 
Mstep: Class 4 contains 14376 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42576 members 
Mstep: Class 16 contains 7312 members 
Mstep: Class 17 contains 20119 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 18793 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140747 members 
Mstep: Class 23 contains 16414 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899200.000000 Penalty: 78895.390625
Iteration 434Q: 26 clusters Score -4.28992e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3280 members 
Mstep: Class 3 contains 3173 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 5391 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42573 members 
Mstep: Class 16 contains 7314 members 
Mstep: Class 17 contains 20120 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 18787 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140763 members 
Mstep: Class 23 contains 16415 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899164.000000 Penalty: 78895.390625
Iteration 435Q: 26 clusters Score -4.289916e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3300 members 
Mstep: Class 3 contains 3176 members 
Mstep: Class 4 contains 14350 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42571 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20115 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 18781 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140766 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899164.000000 Penalty: 78895.390625
Iteration 436Q: 26 clusters Score -4.289916e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3314 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42571 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20111 members 
Mstep: Class 18 contains 6429 members 
Mstep: Class 19 contains 18775 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140770 members 
Mstep: Class 23 contains 16420 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899172.000000 Penalty: 78895.390625
Iteration 437Q: 26 clusters Score -4.289917e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3325 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 14327 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42571 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20108 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 18768 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140780 members 
Mstep: Class 23 contains 16419 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899232.000000 Penalty: 78895.390625
Iteration 438Q: 26 clusters Score -4.289923e+07 nChanged 64
Entering ConstructFrom: 
Score: -42899232.000000 Penalty: 78895.390625
Entering ConstructFrom: 
Trying to split cluster 1 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -21230.089844 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -21230.09 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 86 members 
Entering Unmasked Estep 
Score: -20166.314453 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -20166.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20231.126953 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -20231.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20251.779297 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -20251.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20259.400391 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -20259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20268.476562 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -20268.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20268.476562 Penalty: 2630.439209
	Iteration 5F: 3 clusters Score -20268.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -432186.062500 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -432186.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -428719.593750 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -428719.6 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -429461.125000 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -429461.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -429628.625000 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -429628.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -429724.125000 Penalty: 4023.516357
	Iteration 3Q: 3 clusters Score -429724.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -429776.375000 Penalty: 4023.516357
	Iteration 4Q: 3 clusters Score -429776.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -429810.937500 Penalty: 4023.516357
	Iteration 5Q: 3 clusters Score -429810.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -429845.093750 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -429845.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -429876.281250 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -429876.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -429895.562500 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -429895.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -429913.218750 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -429913.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -429928.281250 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -429928.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -429944.343750 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -429944.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -429958.875000 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -429958.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -429971.375000 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -429971.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -429981.812500 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -429981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -429985.718750 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -429985.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -429988.812500 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -429988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -429990.937500 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -429990.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -429994.906250 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -429994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -429995.843750 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -429995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -429998.781250 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -429998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -430001.656250 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -430001.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -430006.156250 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -430006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -430011.031250 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -430011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -430014.531250 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -430014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -430017.843750 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -430017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -430021.718750 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -430021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -430022.687500 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -430022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -430022.687500 Penalty: 4023.516357
	Iteration 28F: 3 clusters Score -430022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -396040.437500 Penalty: 2000.497314
	Iteration 0F: 2 clusters Score -396040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -392672.343750 Penalty: 4000.994629
	Iteration 0F: 3 clusters Score -392672.3 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -393362.375000 Penalty: 4000.994629
	Iteration 1F: 3 clusters Score -393362.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -393515.468750 Penalty: 4000.994629
	Iteration 2F: 3 clusters Score -393515.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -393601.531250 Penalty: 4000.994629
	Iteration 3Q: 3 clusters Score -393601.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -393669.656250 Penalty: 4000.994629
	Iteration 4Q: 3 clusters Score -393669.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -393730.281250 Penalty: 4000.994629
	Iteration 5Q: 3 clusters Score -393730.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -393774.375000 Penalty: 4000.994629
	Iteration 6Q: 3 clusters Score -393774.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -393823.812500 Penalty: 4000.994629
	Iteration 7Q: 3 clusters Score -393823.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -393863.562500 Penalty: 4000.994629
	Iteration 8Q: 3 clusters Score -393863.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -393889.375000 Penalty: 4000.994629
	Iteration 9Q: 3 clusters Score -393889.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -393912.937500 Penalty: 4000.994629
	Iteration 10Q: 3 clusters Score -393912.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -393928.687500 Penalty: 4000.994629
	Iteration 11Q: 3 clusters Score -393928.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -393941.375000 Penalty: 4000.994629
	Iteration 12Q: 3 clusters Score -393941.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -393947.156250 Penalty: 4000.994629
	Iteration 13Q: 3 clusters Score -393947.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -393958.125000 Penalty: 4000.994629
	Iteration 14Q: 3 clusters Score -393958.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -393970.812500 Penalty: 4000.994629
	Iteration 15Q: 3 clusters Score -393970.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -393982.093750 Penalty: 4000.994629
	Iteration 16Q: 3 clusters Score -393982.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -393990.843750 Penalty: 4000.994629
	Iteration 17Q: 3 clusters Score -393990.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -393998.812500 Penalty: 4000.994629
	Iteration 18Q: 3 clusters Score -393998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -394003.593750 Penalty: 4000.994629
	Iteration 19Q: 3 clusters Score -394003.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -394010.312500 Penalty: 4000.994629
	Iteration 20F: 3 clusters Score -394010.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -394017.968750 Penalty: 4000.994629
	Iteration 21Q: 3 clusters Score -394018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -394024.500000 Penalty: 4000.994629
	Iteration 22Q: 3 clusters Score -394024.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -394029.281250 Penalty: 4000.994629
	Iteration 23Q: 3 clusters Score -394029.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -394035.531250 Penalty: 4000.994629
	Iteration 24Q: 3 clusters Score -394035.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -394040.781250 Penalty: 4000.994629
	Iteration 25Q: 3 clusters Score -394040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -394044.156250 Penalty: 4000.994629
	Iteration 26Q: 3 clusters Score -394044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -394048.375000 Penalty: 4000.994629
	Iteration 27Q: 3 clusters Score -394048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -394054.593750 Penalty: 4000.994629
	Iteration 28Q: 3 clusters Score -394054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -394057.031250 Penalty: 4000.994629
	Iteration 29Q: 3 clusters Score -394057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -394061.718750 Penalty: 4000.994629
	Iteration 30Q: 3 clusters Score -394061.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -394064.500000 Penalty: 4000.994629
	Iteration 31Q: 3 clusters Score -394064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -394066.718750 Penalty: 4000.994629
	Iteration 32Q: 3 clusters Score -394066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -394068.000000 Penalty: 4000.994629
	Iteration 33Q: 3 clusters Score -394068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -394070.093750 Penalty: 4000.994629
	Iteration 34Q: 3 clusters Score -394070.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -394072.312500 Penalty: 4000.994629
	Iteration 35Q: 3 clusters Score -394072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -394077.468750 Penalty: 4000.994629
	Iteration 36Q: 3 clusters Score -394077.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -394081.750000 Penalty: 4000.994629
	Iteration 37Q: 3 clusters Score -394081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -394084.906250 Penalty: 4000.994629
	Iteration 38Q: 3 clusters Score -394084.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -394089.406250 Penalty: 4000.994629
	Iteration 39Q: 3 clusters Score -394089.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -394092.187500 Penalty: 4000.994629
	Iteration 40F: 3 clusters Score -394092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -394094.843750 Penalty: 4000.994629
	Iteration 41Q: 3 clusters Score -394094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -394096.250000 Penalty: 4000.994629
	Iteration 42Q: 3 clusters Score -394096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -394097.875000 Penalty: 4000.994629
	Iteration 43Q: 3 clusters Score -394097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -394098.781250 Penalty: 4000.994629
	Iteration 44Q: 3 clusters Score -394098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -394099.875000 Penalty: 4000.994629
	Iteration 45Q: 3 clusters Score -394099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -394099.843750 Penalty: 4000.994629
	Iteration 46Q: 3 clusters Score -394099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -394101.000000 Penalty: 4000.994629
	Iteration 47Q: 3 clusters Score -394101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -394101.000000 Penalty: 4000.994629
	Iteration 48F: 3 clusters Score -394101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Entering Unmasked Estep 
Score: -1768391.750000 Penalty: 2373.318115
	Iteration 0F: 2 clusters Score -1768392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1757974.750000 Penalty: 4746.636230
	Iteration 0F: 3 clusters Score -1757975 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1761264.500000 Penalty: 4746.636230
	Iteration 1F: 3 clusters Score -1761264 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1761607.750000 Penalty: 4746.636230
	Iteration 2F: 3 clusters Score -1761608 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1761876.000000 Penalty: 4746.636230
	Iteration 3Q: 3 clusters Score -1761876 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1762092.000000 Penalty: 4746.636230
	Iteration 4Q: 3 clusters Score -1762092 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1762287.875000 Penalty: 4746.636230
	Iteration 5Q: 3 clusters Score -1762288 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1762505.375000 Penalty: 4746.636230
	Iteration 6Q: 3 clusters Score -1762505 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1762714.125000 Penalty: 4746.636230
	Iteration 7Q: 3 clusters Score -1762714 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1762932.625000 Penalty: 4746.636230
	Iteration 8Q: 3 clusters Score -1762933 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1763183.750000 Penalty: 4746.636230
	Iteration 9Q: 3 clusters Score -1763184 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1763454.875000 Penalty: 4746.636230
	Iteration 10Q: 3 clusters Score -1763455 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1763769.750000 Penalty: 4746.636230
	Iteration 11Q: 3 clusters Score -1763770 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1764077.875000 Penalty: 4746.636230
	Iteration 12Q: 3 clusters Score -1764078 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1764350.875000 Penalty: 4746.636230
	Iteration 13Q: 3 clusters Score -1764351 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1764599.125000 Penalty: 4746.636230
	Iteration 14Q: 3 clusters Score -1764599 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1764792.750000 Penalty: 4746.636230
	Iteration 15Q: 3 clusters Score -1764793 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1764909.250000 Penalty: 4746.636230
	Iteration 16Q: 3 clusters Score -1764909 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1764999.375000 Penalty: 4746.636230
	Iteration 17Q: 3 clusters Score -1764999 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1765070.500000 Penalty: 4746.636230
	Iteration 18Q: 3 clusters Score -1765070 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1765129.500000 Penalty: 4746.636230
	Iteration 19Q: 3 clusters Score -1765130 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1765161.250000 Penalty: 4746.636230
	Iteration 20F: 3 clusters Score -1765161 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1765195.250000 Penalty: 4746.636230
	Iteration 21Q: 3 clusters Score -1765195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1765218.500000 Penalty: 4746.636230
	Iteration 22Q: 3 clusters Score -1765218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1765246.500000 Penalty: 4746.636230
	Iteration 23Q: 3 clusters Score -1765246 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1765268.375000 Penalty: 4746.636230
	Iteration 24Q: 3 clusters Score -1765268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1765285.625000 Penalty: 4746.636230
	Iteration 25Q: 3 clusters Score -1765286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1765304.125000 Penalty: 4746.636230
	Iteration 26Q: 3 clusters Score -1765304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1765319.000000 Penalty: 4746.636230
	Iteration 27Q: 3 clusters Score -1765319 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1765334.125000 Penalty: 4746.636230
	Iteration 28Q: 3 clusters Score -1765334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1765346.125000 Penalty: 4746.636230
	Iteration 29Q: 3 clusters Score -1765346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1765354.250000 Penalty: 4746.636230
	Iteration 30Q: 3 clusters Score -1765354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1765364.125000 Penalty: 4746.636230
	Iteration 31Q: 3 clusters Score -1765364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1765375.500000 Penalty: 4746.636230
	Iteration 32Q: 3 clusters Score -1765376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1765390.500000 Penalty: 4746.636230
	Iteration 33Q: 3 clusters Score -1765390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1765392.750000 Penalty: 4746.636230
	Iteration 34Q: 3 clusters Score -1765393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1765393.000000 Penalty: 4746.636230
	Iteration 35Q: 3 clusters Score -1765393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1765393.375000 Penalty: 4746.636230
	Iteration 36Q: 3 clusters Score -1765393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1765410.875000 Penalty: 4746.636230
	Iteration 37Q: 3 clusters Score -1765411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1765409.375000 Penalty: 4746.636230
	Iteration 38Q: 3 clusters Score -1765409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1765412.125000 Penalty: 4746.636230
	Iteration 39Q: 3 clusters Score -1765412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1765420.500000 Penalty: 4746.636230
	Iteration 40F: 3 clusters Score -1765420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1765423.125000 Penalty: 4746.636230
	Iteration 41Q: 3 clusters Score -1765423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1765431.125000 Penalty: 4746.636230
	Iteration 42Q: 3 clusters Score -1765431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1765433.250000 Penalty: 4746.636230
	Iteration 43Q: 3 clusters Score -1765433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1765435.375000 Penalty: 4746.636230
	Iteration 44Q: 3 clusters Score -1765435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1765442.750000 Penalty: 4746.636230
	Iteration 45Q: 3 clusters Score -1765443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1765439.750000 Penalty: 4746.636230
	Iteration 46Q: 3 clusters Score -1765440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1765442.750000 Penalty: 4746.636230
	Iteration 47Q: 3 clusters Score -1765443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1765444.625000 Penalty: 4746.636230
	Iteration 48Q: 3 clusters Score -1765445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1765452.125000 Penalty: 4746.636230
	Iteration 49Q: 3 clusters Score -1765452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1765452.250000 Penalty: 4746.636230
	Iteration 50Q: 3 clusters Score -1765452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1765452.875000 Penalty: 4746.636230
	Iteration 51Q: 3 clusters Score -1765453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1765453.750000 Penalty: 4746.636230
	Iteration 52Q: 3 clusters Score -1765454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1765457.625000 Penalty: 4746.636230
	Iteration 53Q: 3 clusters Score -1765458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1765460.000000 Penalty: 4746.636230
	Iteration 54Q: 3 clusters Score -1765460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1765463.250000 Penalty: 4746.636230
	Iteration 55Q: 3 clusters Score -1765463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1765462.750000 Penalty: 4746.636230
	Iteration 56Q: 3 clusters Score -1765463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1765466.625000 Penalty: 4746.636230
	Iteration 57Q: 3 clusters Score -1765467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1765469.125000 Penalty: 4746.636230
	Iteration 58Q: 3 clusters Score -1765469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1765468.750000 Penalty: 4746.636230
	Iteration 59Q: 3 clusters Score -1765469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1765467.125000 Penalty: 4746.636230
	Iteration 60F: 3 clusters Score -1765467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1765469.625000 Penalty: 4746.636230
	Iteration 61Q: 3 clusters Score -1765470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1765469.500000 Penalty: 4746.636230
	Iteration 62Q: 3 clusters Score -1765470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1765468.625000 Penalty: 4746.636230
	Iteration 63Q: 3 clusters Score -1765469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1765471.500000 Penalty: 4746.636230
	Iteration 64Q: 3 clusters Score -1765472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1765470.875000 Penalty: 4746.636230
	Iteration 65Q: 3 clusters Score -1765471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1765470.125000 Penalty: 4746.636230
	Iteration 66Q: 3 clusters Score -1765470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1765468.750000 Penalty: 4746.636230
	Iteration 67Q: 3 clusters Score -1765469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1765471.875000 Penalty: 4746.636230
	Iteration 68Q: 3 clusters Score -1765472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1765470.250000 Penalty: 4746.636230
	Iteration 69Q: 3 clusters Score -1765470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1765471.500000 Penalty: 4746.636230
	Iteration 70Q: 3 clusters Score -1765472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1765474.625000 Penalty: 4746.636230
	Iteration 71Q: 3 clusters Score -1765475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1765471.375000 Penalty: 4746.636230
	Iteration 72Q: 3 clusters Score -1765471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1765468.500000 Penalty: 4746.636230
	Iteration 73Q: 3 clusters Score -1765468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1765464.750000 Penalty: 4746.636230
	Iteration 74Q: 3 clusters Score -1765465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1765466.500000 Penalty: 4746.636230
	Iteration 75Q: 3 clusters Score -1765466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1765467.000000 Penalty: 4746.636230
	Iteration 76Q: 3 clusters Score -1765467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1765466.750000 Penalty: 4746.636230
	Iteration 77Q: 3 clusters Score -1765467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1765467.250000 Penalty: 4746.636230
	Iteration 78Q: 3 clusters Score -1765467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1765467.250000 Penalty: 4746.636230
	Iteration 79F: 3 clusters Score -1765467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Entering Unmasked Estep 
Score: -649818.062500 Penalty: 2131.350342
	Iteration 0F: 2 clusters Score -649818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -645011.187500 Penalty: 4262.700684
	Iteration 0F: 3 clusters Score -645011.2 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -646148.187500 Penalty: 4262.700684
	Iteration 1F: 3 clusters Score -646148.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -646449.187500 Penalty: 4262.700684
	Iteration 2F: 3 clusters Score -646449.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -646658.125000 Penalty: 4262.700684
	Iteration 3F: 3 clusters Score -646658.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -646778.875000 Penalty: 4262.700684
	Iteration 4Q: 3 clusters Score -646778.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -646870.937500 Penalty: 4262.700684
	Iteration 5Q: 3 clusters Score -646870.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -646938.562500 Penalty: 4262.700684
	Iteration 6Q: 3 clusters Score -646938.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -646991.187500 Penalty: 4262.700684
	Iteration 7Q: 3 clusters Score -646991.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -647029.750000 Penalty: 4262.700684
	Iteration 8Q: 3 clusters Score -647029.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -647075.625000 Penalty: 4262.700684
	Iteration 9Q: 3 clusters Score -647075.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -647104.437500 Penalty: 4262.700684
	Iteration 10Q: 3 clusters Score -647104.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -647124.312500 Penalty: 4262.700684
	Iteration 11Q: 3 clusters Score -647124.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -647140.250000 Penalty: 4262.700684
	Iteration 12Q: 3 clusters Score -647140.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -647153.000000 Penalty: 4262.700684
	Iteration 13Q: 3 clusters Score -647153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -647162.187500 Penalty: 4262.700684
	Iteration 14Q: 3 clusters Score -647162.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -647170.375000 Penalty: 4262.700684
	Iteration 15Q: 3 clusters Score -647170.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -647178.250000 Penalty: 4262.700684
	Iteration 16Q: 3 clusters Score -647178.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -647184.250000 Penalty: 4262.700684
	Iteration 17Q: 3 clusters Score -647184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -647188.625000 Penalty: 4262.700684
	Iteration 18Q: 3 clusters Score -647188.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -647193.062500 Penalty: 4262.700684
	Iteration 19Q: 3 clusters Score -647193.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -647196.500000 Penalty: 4262.700684
	Iteration 20F: 3 clusters Score -647196.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -647202.437500 Penalty: 4262.700684
	Iteration 21Q: 3 clusters Score -647202.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -647205.125000 Penalty: 4262.700684
	Iteration 22Q: 3 clusters Score -647205.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -647209.625000 Penalty: 4262.700684
	Iteration 23Q: 3 clusters Score -647209.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -647214.312500 Penalty: 4262.700684
	Iteration 24Q: 3 clusters Score -647214.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -647219.625000 Penalty: 4262.700684
	Iteration 25Q: 3 clusters Score -647219.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -647222.062500 Penalty: 4262.700684
	Iteration 26Q: 3 clusters Score -647222.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -647225.250000 Penalty: 4262.700684
	Iteration 27Q: 3 clusters Score -647225.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -647229.000000 Penalty: 4262.700684
	Iteration 28Q: 3 clusters Score -647229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -647231.812500 Penalty: 4262.700684
	Iteration 29Q: 3 clusters Score -647231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -647234.187500 Penalty: 4262.700684
	Iteration 30Q: 3 clusters Score -647234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -647236.812500 Penalty: 4262.700684
	Iteration 31Q: 3 clusters Score -647236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -647239.250000 Penalty: 4262.700684
	Iteration 32Q: 3 clusters Score -647239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -647240.625000 Penalty: 4262.700684
	Iteration 33Q: 3 clusters Score -647240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -647242.250000 Penalty: 4262.700684
	Iteration 34Q: 3 clusters Score -647242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -647242.437500 Penalty: 4262.700684
	Iteration 35Q: 3 clusters Score -647242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -647244.812500 Penalty: 4262.700684
	Iteration 36Q: 3 clusters Score -647244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -647245.000000 Penalty: 4262.700684
	Iteration 37Q: 3 clusters Score -647245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -647245.125000 Penalty: 4262.700684
	Iteration 38Q: 3 clusters Score -647245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -647246.250000 Penalty: 4262.700684
	Iteration 39Q: 3 clusters Score -647246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -647246.562500 Penalty: 4262.700684
	Iteration 40F: 3 clusters Score -647246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -647247.500000 Penalty: 4262.700684
	Iteration 41Q: 3 clusters Score -647247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -647247.500000 Penalty: 4262.700684
	Iteration 42F: 3 clusters Score -647247.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -98464.906250 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -98464.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96728.210938 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -96728.21 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97113.320312 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -97113.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97233.640625 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -97233.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97286.179688 Penalty: 3339.176514
	Iteration 3Q: 3 clusters Score -97286.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97324.812500 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -97324.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97355.398438 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -97355.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -97385.195312 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -97385.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -97414.812500 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -97414.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97428.867188 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -97428.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97438.875000 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -97438.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97443.875000 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -97443.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -97448.796875 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -97448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -97453.257812 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -97453.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97456.375000 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -97456.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97458.453125 Penalty: 3339.176514
	Iteration 14F: 3 clusters Score -97458.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97500.046875 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -97500.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -97502.125000 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -97502.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97505.546875 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -97505.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97506.757812 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -97506.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97506.757812 Penalty: 3339.176514
	Iteration 19F: 3 clusters Score -97506.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Entering Unmasked Estep 
Score: -956397.937500 Penalty: 2206.082031
	Iteration 0F: 2 clusters Score -956397.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -950460.687500 Penalty: 4412.164062
	Iteration 0F: 3 clusters Score -950460.7 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -951984.312500 Penalty: 4412.164062
	Iteration 1F: 3 clusters Score -951984.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -952250.750000 Penalty: 4412.164062
	Iteration 2F: 3 clusters Score -952250.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -952437.750000 Penalty: 4412.164062
	Iteration 3F: 3 clusters Score -952437.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -952547.125000 Penalty: 4412.164062
	Iteration 4Q: 3 clusters Score -952547.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -952615.812500 Penalty: 4412.164062
	Iteration 5Q: 3 clusters Score -952615.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -952673.562500 Penalty: 4412.164062
	Iteration 6Q: 3 clusters Score -952673.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -952716.125000 Penalty: 4412.164062
	Iteration 7Q: 3 clusters Score -952716.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -952751.437500 Penalty: 4412.164062
	Iteration 8Q: 3 clusters Score -952751.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -952782.812500 Penalty: 4412.164062
	Iteration 9Q: 3 clusters Score -952782.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -952806.812500 Penalty: 4412.164062
	Iteration 10Q: 3 clusters Score -952806.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -952830.500000 Penalty: 4412.164062
	Iteration 11Q: 3 clusters Score -952830.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -952858.500000 Penalty: 4412.164062
	Iteration 12Q: 3 clusters Score -952858.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -952891.125000 Penalty: 4412.164062
	Iteration 13Q: 3 clusters Score -952891.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -952916.250000 Penalty: 4412.164062
	Iteration 14Q: 3 clusters Score -952916.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -952933.562500 Penalty: 4412.164062
	Iteration 15Q: 3 clusters Score -952933.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -952957.812500 Penalty: 4412.164062
	Iteration 16Q: 3 clusters Score -952957.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -952990.187500 Penalty: 4412.164062
	Iteration 17Q: 3 clusters Score -952990.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -953024.062500 Penalty: 4412.164062
	Iteration 18Q: 3 clusters Score -953024.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -953055.687500 Penalty: 4412.164062
	Iteration 19Q: 3 clusters Score -953055.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -953086.000000 Penalty: 4412.164062
	Iteration 20F: 3 clusters Score -953086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -953119.437500 Penalty: 4412.164062
	Iteration 21Q: 3 clusters Score -953119.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -953146.437500 Penalty: 4412.164062
	Iteration 22Q: 3 clusters Score -953146.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -953167.937500 Penalty: 4412.164062
	Iteration 23Q: 3 clusters Score -953167.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -953187.062500 Penalty: 4412.164062
	Iteration 24Q: 3 clusters Score -953187.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -953209.125000 Penalty: 4412.164062
	Iteration 25Q: 3 clusters Score -953209.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -953231.500000 Penalty: 4412.164062
	Iteration 26Q: 3 clusters Score -953231.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -953250.250000 Penalty: 4412.164062
	Iteration 27Q: 3 clusters Score -953250.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -953267.750000 Penalty: 4412.164062
	Iteration 28Q: 3 clusters Score -953267.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -953283.500000 Penalty: 4412.164062
	Iteration 29Q: 3 clusters Score -953283.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -953300.562500 Penalty: 4412.164062
	Iteration 30Q: 3 clusters Score -953300.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -953328.750000 Penalty: 4412.164062
	Iteration 31Q: 3 clusters Score -953328.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -953349.125000 Penalty: 4412.164062
	Iteration 32Q: 3 clusters Score -953349.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -953376.562500 Penalty: 4412.164062
	Iteration 33Q: 3 clusters Score -953376.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -953408.875000 Penalty: 4412.164062
	Iteration 34Q: 3 clusters Score -953408.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -953448.750000 Penalty: 4412.164062
	Iteration 35Q: 3 clusters Score -953448.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -953488.312500 Penalty: 4412.164062
	Iteration 36Q: 3 clusters Score -953488.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -953526.875000 Penalty: 4412.164062
	Iteration 37Q: 3 clusters Score -953526.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -953560.125000 Penalty: 4412.164062
	Iteration 38Q: 3 clusters Score -953560.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -953613.937500 Penalty: 4412.164062
	Iteration 39Q: 3 clusters Score -953613.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -953661.125000 Penalty: 4412.164062
	Iteration 40F: 3 clusters Score -953661.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -953708.687500 Penalty: 4412.164062
	Iteration 41Q: 3 clusters Score -953708.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -953755.250000 Penalty: 4412.164062
	Iteration 42Q: 3 clusters Score -953755.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -953801.687500 Penalty: 4412.164062
	Iteration 43Q: 3 clusters Score -953801.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -953840.500000 Penalty: 4412.164062
	Iteration 44Q: 3 clusters Score -953840.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -953880.500000 Penalty: 4412.164062
	Iteration 45Q: 3 clusters Score -953880.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -953924.875000 Penalty: 4412.164062
	Iteration 46Q: 3 clusters Score -953924.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -953981.187500 Penalty: 4412.164062
	Iteration 47Q: 3 clusters Score -953981.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -954029.062500 Penalty: 4412.164062
	Iteration 48Q: 3 clusters Score -954029.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -954067.750000 Penalty: 4412.164062
	Iteration 49Q: 3 clusters Score -954067.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -954100.312500 Penalty: 4412.164062
	Iteration 50Q: 3 clusters Score -954100.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -954137.562500 Penalty: 4412.164062
	Iteration 51Q: 3 clusters Score -954137.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -954175.125000 Penalty: 4412.164062
	Iteration 52Q: 3 clusters Score -954175.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -954213.937500 Penalty: 4412.164062
	Iteration 53Q: 3 clusters Score -954213.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -954256.687500 Penalty: 4412.164062
	Iteration 54Q: 3 clusters Score -954256.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -954289.812500 Penalty: 4412.164062
	Iteration 55Q: 3 clusters Score -954289.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -954313.500000 Penalty: 4412.164062
	Iteration 56Q: 3 clusters Score -954313.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -954327.812500 Penalty: 4412.164062
	Iteration 57Q: 3 clusters Score -954327.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -954341.562500 Penalty: 4412.164062
	Iteration 58Q: 3 clusters Score -954341.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -954356.437500 Penalty: 4412.164062
	Iteration 59Q: 3 clusters Score -954356.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -954367.125000 Penalty: 4412.164062
	Iteration 60F: 3 clusters Score -954367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -954373.250000 Penalty: 4412.164062
	Iteration 61Q: 3 clusters Score -954373.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -954382.125000 Penalty: 4412.164062
	Iteration 62Q: 3 clusters Score -954382.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -954391.062500 Penalty: 4412.164062
	Iteration 63Q: 3 clusters Score -954391.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -954399.500000 Penalty: 4412.164062
	Iteration 64Q: 3 clusters Score -954399.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -954406.187500 Penalty: 4412.164062
	Iteration 65Q: 3 clusters Score -954406.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -954413.000000 Penalty: 4412.164062
	Iteration 66Q: 3 clusters Score -954413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -954421.500000 Penalty: 4412.164062
	Iteration 67Q: 3 clusters Score -954421.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -954430.125000 Penalty: 4412.164062
	Iteration 68Q: 3 clusters Score -954430.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -954432.750000 Penalty: 4412.164062
	Iteration 69Q: 3 clusters Score -954432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -954435.187500 Penalty: 4412.164062
	Iteration 70Q: 3 clusters Score -954435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -954436.500000 Penalty: 4412.164062
	Iteration 71Q: 3 clusters Score -954436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -954437.250000 Penalty: 4412.164062
	Iteration 72Q: 3 clusters Score -954437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -954440.312500 Penalty: 4412.164062
	Iteration 73Q: 3 clusters Score -954440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -954442.875000 Penalty: 4412.164062
	Iteration 74Q: 3 clusters Score -954442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -954444.187500 Penalty: 4412.164062
	Iteration 75Q: 3 clusters Score -954444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -954449.375000 Penalty: 4412.164062
	Iteration 76Q: 3 clusters Score -954449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -954451.187500 Penalty: 4412.164062
	Iteration 77Q: 3 clusters Score -954451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -954452.312500 Penalty: 4412.164062
	Iteration 78Q: 3 clusters Score -954452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -954453.437500 Penalty: 4412.164062
	Iteration 79Q: 3 clusters Score -954453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -954455.562500 Penalty: 4412.164062
	Iteration 80F: 3 clusters Score -954455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -954456.312500 Penalty: 4412.164062
	Iteration 81Q: 3 clusters Score -954456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -954458.000000 Penalty: 4412.164062
	Iteration 82Q: 3 clusters Score -954458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -954463.750000 Penalty: 4412.164062
	Iteration 83Q: 3 clusters Score -954463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -954465.000000 Penalty: 4412.164062
	Iteration 84Q: 3 clusters Score -954465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -954468.125000 Penalty: 4412.164062
	Iteration 85Q: 3 clusters Score -954468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -954468.375000 Penalty: 4412.164062
	Iteration 86Q: 3 clusters Score -954468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -954469.500000 Penalty: 4412.164062
	Iteration 87Q: 3 clusters Score -954469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -954469.000000 Penalty: 4412.164062
	Iteration 88Q: 3 clusters Score -954469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -954469.000000 Penalty: 4412.164062
	Iteration 89F: 3 clusters Score -954469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Entering Unmasked Estep 
Score: -1675071.500000 Penalty: 2343.518555
	Iteration 0F: 2 clusters Score -1675072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1665721.750000 Penalty: 4687.037109
	Iteration 0F: 3 clusters Score -1665722 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1668520.250000 Penalty: 4687.037109
	Iteration 1F: 3 clusters Score -1668520 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1668834.250000 Penalty: 4687.037109
	Iteration 2F: 3 clusters Score -1668834 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1669064.750000 Penalty: 4687.037109
	Iteration 3Q: 3 clusters Score -1669065 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1669226.500000 Penalty: 4687.037109
	Iteration 4Q: 3 clusters Score -1669226 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1669362.000000 Penalty: 4687.037109
	Iteration 5Q: 3 clusters Score -1669362 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1669515.625000 Penalty: 4687.037109
	Iteration 6Q: 3 clusters Score -1669516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1669643.000000 Penalty: 4687.037109
	Iteration 7Q: 3 clusters Score -1669643 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1669764.625000 Penalty: 4687.037109
	Iteration 8Q: 3 clusters Score -1669765 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1669903.125000 Penalty: 4687.037109
	Iteration 9Q: 3 clusters Score -1669903 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1670071.250000 Penalty: 4687.037109
	Iteration 10Q: 3 clusters Score -1670071 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1670251.375000 Penalty: 4687.037109
	Iteration 11Q: 3 clusters Score -1670251 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1670432.125000 Penalty: 4687.037109
	Iteration 12Q: 3 clusters Score -1670432 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1670624.625000 Penalty: 4687.037109
	Iteration 13Q: 3 clusters Score -1670625 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1670848.625000 Penalty: 4687.037109
	Iteration 14Q: 3 clusters Score -1670849 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1671128.750000 Penalty: 4687.037109
	Iteration 15Q: 3 clusters Score -1671129 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1671501.375000 Penalty: 4687.037109
	Iteration 16Q: 3 clusters Score -1671501 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1671848.375000 Penalty: 4687.037109
	Iteration 17Q: 3 clusters Score -1671848 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1672154.625000 Penalty: 4687.037109
	Iteration 18Q: 3 clusters Score -1672155 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1672403.000000 Penalty: 4687.037109
	Iteration 19Q: 3 clusters Score -1672403 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1672600.125000 Penalty: 4687.037109
	Iteration 20F: 3 clusters Score -1672600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1672727.125000 Penalty: 4687.037109
	Iteration 21Q: 3 clusters Score -1672727 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1672801.125000 Penalty: 4687.037109
	Iteration 22Q: 3 clusters Score -1672801 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1672856.125000 Penalty: 4687.037109
	Iteration 23Q: 3 clusters Score -1672856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1672909.250000 Penalty: 4687.037109
	Iteration 24Q: 3 clusters Score -1672909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1672933.125000 Penalty: 4687.037109
	Iteration 25Q: 3 clusters Score -1672933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1672955.250000 Penalty: 4687.037109
	Iteration 26Q: 3 clusters Score -1672955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1672969.375000 Penalty: 4687.037109
	Iteration 27Q: 3 clusters Score -1672969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1672982.250000 Penalty: 4687.037109
	Iteration 28Q: 3 clusters Score -1672982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1672987.750000 Penalty: 4687.037109
	Iteration 29Q: 3 clusters Score -1672988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1672995.625000 Penalty: 4687.037109
	Iteration 30Q: 3 clusters Score -1672996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1673007.000000 Penalty: 4687.037109
	Iteration 31Q: 3 clusters Score -1673007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1673012.250000 Penalty: 4687.037109
	Iteration 32Q: 3 clusters Score -1673012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1673022.250000 Penalty: 4687.037109
	Iteration 33Q: 3 clusters Score -1673022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1673028.000000 Penalty: 4687.037109
	Iteration 34Q: 3 clusters Score -1673028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1673027.000000 Penalty: 4687.037109
	Iteration 35Q: 3 clusters Score -1673027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1673031.375000 Penalty: 4687.037109
	Iteration 36Q: 3 clusters Score -1673031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1673035.500000 Penalty: 4687.037109
	Iteration 37Q: 3 clusters Score -1673036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1673034.000000 Penalty: 4687.037109
	Iteration 38Q: 3 clusters Score -1673034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1673034.000000 Penalty: 4687.037109
	Iteration 39F: 3 clusters Score -1673034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -481652.968750 Penalty: 2042.303833
	Iteration 0F: 2 clusters Score -481653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -477947.843750 Penalty: 4084.607666
	Iteration 0F: 3 clusters Score -477947.8 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -478697.718750 Penalty: 4084.607666
	Iteration 1F: 3 clusters Score -478697.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -478852.375000 Penalty: 4084.607666
	Iteration 2F: 3 clusters Score -478852.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -478939.343750 Penalty: 4084.607666
	Iteration 3Q: 3 clusters Score -478939.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -479005.187500 Penalty: 4084.607666
	Iteration 4Q: 3 clusters Score -479005.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -479057.593750 Penalty: 4084.607666
	Iteration 5Q: 3 clusters Score -479057.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -479095.187500 Penalty: 4084.607666
	Iteration 6Q: 3 clusters Score -479095.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -479116.187500 Penalty: 4084.607666
	Iteration 7Q: 3 clusters Score -479116.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -479145.000000 Penalty: 4084.607666
	Iteration 8Q: 3 clusters Score -479145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -479174.750000 Penalty: 4084.607666
	Iteration 9Q: 3 clusters Score -479174.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -479204.937500 Penalty: 4084.607666
	Iteration 10Q: 3 clusters Score -479204.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -479239.156250 Penalty: 4084.607666
	Iteration 11Q: 3 clusters Score -479239.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -479269.437500 Penalty: 4084.607666
	Iteration 12Q: 3 clusters Score -479269.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -479295.718750 Penalty: 4084.607666
	Iteration 13Q: 3 clusters Score -479295.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -479324.593750 Penalty: 4084.607666
	Iteration 14Q: 3 clusters Score -479324.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -479351.218750 Penalty: 4084.607666
	Iteration 15Q: 3 clusters Score -479351.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -479377.781250 Penalty: 4084.607666
	Iteration 16Q: 3 clusters Score -479377.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -479397.500000 Penalty: 4084.607666
	Iteration 17Q: 3 clusters Score -479397.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -479422.687500 Penalty: 4084.607666
	Iteration 18Q: 3 clusters Score -479422.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -479444.500000 Penalty: 4084.607666
	Iteration 19Q: 3 clusters Score -479444.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -479464.093750 Penalty: 4084.607666
	Iteration 20F: 3 clusters Score -479464.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -479490.000000 Penalty: 4084.607666
	Iteration 21Q: 3 clusters Score -479490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -479508.218750 Penalty: 4084.607666
	Iteration 22Q: 3 clusters Score -479508.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -479528.218750 Penalty: 4084.607666
	Iteration 23Q: 3 clusters Score -479528.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -479548.093750 Penalty: 4084.607666
	Iteration 24Q: 3 clusters Score -479548.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -479573.031250 Penalty: 4084.607666
	Iteration 25Q: 3 clusters Score -479573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -479597.218750 Penalty: 4084.607666
	Iteration 26Q: 3 clusters Score -479597.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -479625.812500 Penalty: 4084.607666
	Iteration 27Q: 3 clusters Score -479625.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -479656.687500 Penalty: 4084.607666
	Iteration 28Q: 3 clusters Score -479656.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -479685.437500 Penalty: 4084.607666
	Iteration 29Q: 3 clusters Score -479685.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -479722.406250 Penalty: 4084.607666
	Iteration 30Q: 3 clusters Score -479722.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -479762.906250 Penalty: 4084.607666
	Iteration 31Q: 3 clusters Score -479762.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -479803.062500 Penalty: 4084.607666
	Iteration 32Q: 3 clusters Score -479803.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -479829.156250 Penalty: 4084.607666
	Iteration 33Q: 3 clusters Score -479829.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -479862.781250 Penalty: 4084.607666
	Iteration 34Q: 3 clusters Score -479862.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -479884.281250 Penalty: 4084.607666
	Iteration 35Q: 3 clusters Score -479884.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -479897.812500 Penalty: 4084.607666
	Iteration 36Q: 3 clusters Score -479897.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -479908.468750 Penalty: 4084.607666
	Iteration 37Q: 3 clusters Score -479908.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -479923.437500 Penalty: 4084.607666
	Iteration 38Q: 3 clusters Score -479923.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -479938.593750 Penalty: 4084.607666
	Iteration 39Q: 3 clusters Score -479938.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -479958.000000 Penalty: 4084.607666
	Iteration 40F: 3 clusters Score -479958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -479971.062500 Penalty: 4084.607666
	Iteration 41Q: 3 clusters Score -479971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -479981.406250 Penalty: 4084.607666
	Iteration 42Q: 3 clusters Score -479981.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -479993.593750 Penalty: 4084.607666
	Iteration 43Q: 3 clusters Score -479993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -479999.750000 Penalty: 4084.607666
	Iteration 44Q: 3 clusters Score -479999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -480003.687500 Penalty: 4084.607666
	Iteration 45Q: 3 clusters Score -480003.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -480010.031250 Penalty: 4084.607666
	Iteration 46Q: 3 clusters Score -480010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -480015.468750 Penalty: 4084.607666
	Iteration 47Q: 3 clusters Score -480015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -480018.937500 Penalty: 4084.607666
	Iteration 48Q: 3 clusters Score -480018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -480018.937500 Penalty: 4084.607666
	Iteration 49F: 3 clusters Score -480018.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Entering Unmasked Estep 
Score: -939050.437500 Penalty: 2204.719482
	Iteration 0F: 2 clusters Score -939050.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -933142.500000 Penalty: 4409.438965
	Iteration 0F: 3 clusters Score -933142.5 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -934702.500000 Penalty: 4409.438965
	Iteration 1F: 3 clusters Score -934702.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -934936.562500 Penalty: 4409.438965
	Iteration 2F: 3 clusters Score -934936.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -935107.562500 Penalty: 4409.438965
	Iteration 3Q: 3 clusters Score -935107.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -935255.500000 Penalty: 4409.438965
	Iteration 4Q: 3 clusters Score -935255.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -935380.625000 Penalty: 4409.438965
	Iteration 5Q: 3 clusters Score -935380.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -935508.312500 Penalty: 4409.438965
	Iteration 6Q: 3 clusters Score -935508.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -935628.250000 Penalty: 4409.438965
	Iteration 7Q: 3 clusters Score -935628.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -935722.312500 Penalty: 4409.438965
	Iteration 8Q: 3 clusters Score -935722.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -935800.937500 Penalty: 4409.438965
	Iteration 9Q: 3 clusters Score -935800.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -935876.375000 Penalty: 4409.438965
	Iteration 10Q: 3 clusters Score -935876.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -935935.812500 Penalty: 4409.438965
	Iteration 11Q: 3 clusters Score -935935.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -936001.187500 Penalty: 4409.438965
	Iteration 12Q: 3 clusters Score -936001.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -936068.375000 Penalty: 4409.438965
	Iteration 13Q: 3 clusters Score -936068.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -936152.625000 Penalty: 4409.438965
	Iteration 14Q: 3 clusters Score -936152.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -936232.937500 Penalty: 4409.438965
	Iteration 15Q: 3 clusters Score -936232.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -936316.750000 Penalty: 4409.438965
	Iteration 16Q: 3 clusters Score -936316.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -936413.125000 Penalty: 4409.438965
	Iteration 17Q: 3 clusters Score -936413.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -936537.187500 Penalty: 4409.438965
	Iteration 18Q: 3 clusters Score -936537.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -936687.250000 Penalty: 4409.438965
	Iteration 19Q: 3 clusters Score -936687.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -936851.562500 Penalty: 4409.438965
	Iteration 20F: 3 clusters Score -936851.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -937030.375000 Penalty: 4409.438965
	Iteration 21Q: 3 clusters Score -937030.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -937162.437500 Penalty: 4409.438965
	Iteration 22Q: 3 clusters Score -937162.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -937242.500000 Penalty: 4409.438965
	Iteration 23Q: 3 clusters Score -937242.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -937299.062500 Penalty: 4409.438965
	Iteration 24Q: 3 clusters Score -937299.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -937340.812500 Penalty: 4409.438965
	Iteration 25Q: 3 clusters Score -937340.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -937370.000000 Penalty: 4409.438965
	Iteration 26Q: 3 clusters Score -937370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -937388.625000 Penalty: 4409.438965
	Iteration 27Q: 3 clusters Score -937388.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -937400.500000 Penalty: 4409.438965
	Iteration 28Q: 3 clusters Score -937400.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -937409.312500 Penalty: 4409.438965
	Iteration 29Q: 3 clusters Score -937409.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -937418.125000 Penalty: 4409.438965
	Iteration 30Q: 3 clusters Score -937418.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -937422.125000 Penalty: 4409.438965
	Iteration 31Q: 3 clusters Score -937422.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -937424.875000 Penalty: 4409.438965
	Iteration 32Q: 3 clusters Score -937424.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -937428.187500 Penalty: 4409.438965
	Iteration 33Q: 3 clusters Score -937428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -937430.875000 Penalty: 4409.438965
	Iteration 34Q: 3 clusters Score -937430.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -937433.937500 Penalty: 4409.438965
	Iteration 35Q: 3 clusters Score -937433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -937435.875000 Penalty: 4409.438965
	Iteration 36Q: 3 clusters Score -937435.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -937438.062500 Penalty: 4409.438965
	Iteration 37Q: 3 clusters Score -937438.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -937441.875000 Penalty: 4409.438965
	Iteration 38Q: 3 clusters Score -937441.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -937442.062500 Penalty: 4409.438965
	Iteration 39Q: 3 clusters Score -937442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -937442.562500 Penalty: 4409.438965
	Iteration 40F: 3 clusters Score -937442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -937444.000000 Penalty: 4409.438965
	Iteration 41Q: 3 clusters Score -937444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -937443.125000 Penalty: 4409.438965
	Iteration 42Q: 3 clusters Score -937443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -937445.687500 Penalty: 4409.438965
	Iteration 43Q: 3 clusters Score -937445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -937446.312500 Penalty: 4409.438965
	Iteration 44Q: 3 clusters Score -937446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -937446.750000 Penalty: 4409.438965
	Iteration 45Q: 3 clusters Score -937446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -937447.375000 Penalty: 4409.438965
	Iteration 46Q: 3 clusters Score -937447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -937447.625000 Penalty: 4409.438965
	Iteration 47Q: 3 clusters Score -937447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -937448.062500 Penalty: 4409.438965
	Iteration 48Q: 3 clusters Score -937448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -937449.062500 Penalty: 4409.438965
	Iteration 49Q: 3 clusters Score -937449.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -937449.250000 Penalty: 4409.438965
	Iteration 50Q: 3 clusters Score -937449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -937449.250000 Penalty: 4409.438965
	Iteration 51F: 3 clusters Score -937449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Entering Unmasked Estep 
Score: -742502.875000 Penalty: 2158.428467
	Iteration 0F: 2 clusters Score -742502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -737422.437500 Penalty: 4316.856934
	Iteration 0F: 3 clusters Score -737422.4 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -738802.625000 Penalty: 4316.856934
	Iteration 1F: 3 clusters Score -738802.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -739113.937500 Penalty: 4316.856934
	Iteration 2F: 3 clusters Score -739113.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -739322.875000 Penalty: 4316.856934
	Iteration 3F: 3 clusters Score -739322.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -739494.937500 Penalty: 4316.856934
	Iteration 4Q: 3 clusters Score -739494.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -739651.875000 Penalty: 4316.856934
	Iteration 5Q: 3 clusters Score -739651.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -739809.812500 Penalty: 4316.856934
	Iteration 6Q: 3 clusters Score -739809.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -739946.062500 Penalty: 4316.856934
	Iteration 7Q: 3 clusters Score -739946.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -740052.375000 Penalty: 4316.856934
	Iteration 8Q: 3 clusters Score -740052.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -740157.000000 Penalty: 4316.856934
	Iteration 9Q: 3 clusters Score -740157 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -740266.937500 Penalty: 4316.856934
	Iteration 10Q: 3 clusters Score -740266.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -740372.375000 Penalty: 4316.856934
	Iteration 11Q: 3 clusters Score -740372.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -740504.875000 Penalty: 4316.856934
	Iteration 12Q: 3 clusters Score -740504.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -740636.625000 Penalty: 4316.856934
	Iteration 13Q: 3 clusters Score -740636.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -740754.312500 Penalty: 4316.856934
	Iteration 14Q: 3 clusters Score -740754.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -740865.125000 Penalty: 4316.856934
	Iteration 15Q: 3 clusters Score -740865.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -740975.687500 Penalty: 4316.856934
	Iteration 16Q: 3 clusters Score -740975.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -741053.375000 Penalty: 4316.856934
	Iteration 17Q: 3 clusters Score -741053.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -741111.312500 Penalty: 4316.856934
	Iteration 18Q: 3 clusters Score -741111.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -741164.375000 Penalty: 4316.856934
	Iteration 19Q: 3 clusters Score -741164.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -741202.312500 Penalty: 4316.856934
	Iteration 20F: 3 clusters Score -741202.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -741229.875000 Penalty: 4316.856934
	Iteration 21Q: 3 clusters Score -741229.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -741263.375000 Penalty: 4316.856934
	Iteration 22Q: 3 clusters Score -741263.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -741285.125000 Penalty: 4316.856934
	Iteration 23Q: 3 clusters Score -741285.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -741302.500000 Penalty: 4316.856934
	Iteration 24Q: 3 clusters Score -741302.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -741320.625000 Penalty: 4316.856934
	Iteration 25Q: 3 clusters Score -741320.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -741337.812500 Penalty: 4316.856934
	Iteration 26Q: 3 clusters Score -741337.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -741352.875000 Penalty: 4316.856934
	Iteration 27Q: 3 clusters Score -741352.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -741372.437500 Penalty: 4316.856934
	Iteration 28Q: 3 clusters Score -741372.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -741390.750000 Penalty: 4316.856934
	Iteration 29Q: 3 clusters Score -741390.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -741407.437500 Penalty: 4316.856934
	Iteration 30Q: 3 clusters Score -741407.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -741436.937500 Penalty: 4316.856934
	Iteration 31Q: 3 clusters Score -741436.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -741463.562500 Penalty: 4316.856934
	Iteration 32Q: 3 clusters Score -741463.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -741478.625000 Penalty: 4316.856934
	Iteration 33Q: 3 clusters Score -741478.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -741490.062500 Penalty: 4316.856934
	Iteration 34Q: 3 clusters Score -741490.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -741502.625000 Penalty: 4316.856934
	Iteration 35Q: 3 clusters Score -741502.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -741510.062500 Penalty: 4316.856934
	Iteration 36Q: 3 clusters Score -741510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -741511.375000 Penalty: 4316.856934
	Iteration 37Q: 3 clusters Score -741511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -741513.750000 Penalty: 4316.856934
	Iteration 38Q: 3 clusters Score -741513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -741515.625000 Penalty: 4316.856934
	Iteration 39Q: 3 clusters Score -741515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -741515.250000 Penalty: 4316.856934
	Iteration 40F: 3 clusters Score -741515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -741515.562500 Penalty: 4316.856934
	Iteration 41Q: 3 clusters Score -741515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -741516.562500 Penalty: 4316.856934
	Iteration 42Q: 3 clusters Score -741516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -741516.500000 Penalty: 4316.856934
	Iteration 43Q: 3 clusters Score -741516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -741517.750000 Penalty: 4316.856934
	Iteration 44Q: 3 clusters Score -741517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -741520.375000 Penalty: 4316.856934
	Iteration 45Q: 3 clusters Score -741520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -741523.562500 Penalty: 4316.856934
	Iteration 46Q: 3 clusters Score -741523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -741524.875000 Penalty: 4316.856934
	Iteration 47Q: 3 clusters Score -741524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -741528.625000 Penalty: 4316.856934
	Iteration 48Q: 3 clusters Score -741528.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -741532.250000 Penalty: 4316.856934
	Iteration 49Q: 3 clusters Score -741532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -741532.250000 Penalty: 4316.856934
	Iteration 50F: 3 clusters Score -741532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -248697.406250 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -248697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -246138.359375 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -246138.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -246573.593750 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -246573.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -246716.937500 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -246716.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -246815.812500 Penalty: 3743.560791
	Iteration 3Q: 3 clusters Score -246815.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -246871.187500 Penalty: 3743.560791
	Iteration 4Q: 3 clusters Score -246871.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -246922.156250 Penalty: 3743.560791
	Iteration 5Q: 3 clusters Score -246922.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -246968.015625 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -246968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -247007.328125 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -247007.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -247060.187500 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -247060.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -247110.125000 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -247110.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -247147.921875 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -247147.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -247178.687500 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -247178.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -247213.015625 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -247213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -247251.484375 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -247251.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -247280.500000 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -247280.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -247295.562500 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -247295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -247303.765625 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -247303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -247311.640625 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -247311.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -247324.406250 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -247324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -247330.531250 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -247330.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -247337.859375 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -247337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -247346.265625 Penalty: 3743.560791
	Iteration 21Q: 3 clusters Score -247346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -247354.718750 Penalty: 3743.560791
	Iteration 22Q: 3 clusters Score -247354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -247360.390625 Penalty: 3743.560791
	Iteration 23Q: 3 clusters Score -247360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -247363.281250 Penalty: 3743.560791
	Iteration 24Q: 3 clusters Score -247363.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -247366.890625 Penalty: 3743.560791
	Iteration 25Q: 3 clusters Score -247366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -247371.843750 Penalty: 3743.560791
	Iteration 26Q: 3 clusters Score -247371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -247374.421875 Penalty: 3743.560791
	Iteration 27Q: 3 clusters Score -247374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -247376.671875 Penalty: 3743.560791
	Iteration 28Q: 3 clusters Score -247376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -247376.671875 Penalty: 3743.560791
	Iteration 29F: 3 clusters Score -247376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -95766.296875 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -95766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -93994.687500 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -93994.69 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94210.773438 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -94210.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94298.359375 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -94298.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94336.789062 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -94336.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94353.546875 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -94353.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94372.492188 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -94372.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94389.937500 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -94389.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94394.179688 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -94394.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94394.179688 Penalty: 3311.833496
	Iteration 8F: 3 clusters Score -94394.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Entering Unmasked Estep 
Score: -1384734.000000 Penalty: 2299.921875
	Iteration 0F: 2 clusters Score -1384734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1376729.125000 Penalty: 4599.843750
	Iteration 0F: 3 clusters Score -1376729 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1379046.000000 Penalty: 4599.843750
	Iteration 1F: 3 clusters Score -1379046 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1379326.375000 Penalty: 4599.843750
	Iteration 2F: 3 clusters Score -1379326 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1379526.750000 Penalty: 4599.843750
	Iteration 3Q: 3 clusters Score -1379527 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1379672.500000 Penalty: 4599.843750
	Iteration 4Q: 3 clusters Score -1379672 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1379820.500000 Penalty: 4599.843750
	Iteration 5Q: 3 clusters Score -1379820 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1379960.750000 Penalty: 4599.843750
	Iteration 6Q: 3 clusters Score -1379961 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1380104.500000 Penalty: 4599.843750
	Iteration 7Q: 3 clusters Score -1380104 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1380264.750000 Penalty: 4599.843750
	Iteration 8Q: 3 clusters Score -1380265 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1380452.125000 Penalty: 4599.843750
	Iteration 9Q: 3 clusters Score -1380452 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1380672.500000 Penalty: 4599.843750
	Iteration 10Q: 3 clusters Score -1380672 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1380889.500000 Penalty: 4599.843750
	Iteration 11Q: 3 clusters Score -1380890 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1381123.875000 Penalty: 4599.843750
	Iteration 12Q: 3 clusters Score -1381124 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1381329.375000 Penalty: 4599.843750
	Iteration 13Q: 3 clusters Score -1381329 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1381481.750000 Penalty: 4599.843750
	Iteration 14Q: 3 clusters Score -1381482 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1381597.625000 Penalty: 4599.843750
	Iteration 15Q: 3 clusters Score -1381598 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1381685.375000 Penalty: 4599.843750
	Iteration 16Q: 3 clusters Score -1381685 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1381760.875000 Penalty: 4599.843750
	Iteration 17Q: 3 clusters Score -1381761 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1381827.375000 Penalty: 4599.843750
	Iteration 18Q: 3 clusters Score -1381827 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1381891.500000 Penalty: 4599.843750
	Iteration 19Q: 3 clusters Score -1381892 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1381945.000000 Penalty: 4599.843750
	Iteration 20F: 3 clusters Score -1381945 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1381989.250000 Penalty: 4599.843750
	Iteration 21Q: 3 clusters Score -1381989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1382013.500000 Penalty: 4599.843750
	Iteration 22Q: 3 clusters Score -1382014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1382032.875000 Penalty: 4599.843750
	Iteration 23Q: 3 clusters Score -1382033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1382048.500000 Penalty: 4599.843750
	Iteration 24Q: 3 clusters Score -1382048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1382063.250000 Penalty: 4599.843750
	Iteration 25Q: 3 clusters Score -1382063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1382080.625000 Penalty: 4599.843750
	Iteration 26Q: 3 clusters Score -1382081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1382093.625000 Penalty: 4599.843750
	Iteration 27Q: 3 clusters Score -1382094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1382100.750000 Penalty: 4599.843750
	Iteration 28Q: 3 clusters Score -1382101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1382108.500000 Penalty: 4599.843750
	Iteration 29Q: 3 clusters Score -1382108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1382114.250000 Penalty: 4599.843750
	Iteration 30Q: 3 clusters Score -1382114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1382124.125000 Penalty: 4599.843750
	Iteration 31Q: 3 clusters Score -1382124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1382128.875000 Penalty: 4599.843750
	Iteration 32Q: 3 clusters Score -1382129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1382136.125000 Penalty: 4599.843750
	Iteration 33Q: 3 clusters Score -1382136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1382132.875000 Penalty: 4599.843750
	Iteration 34Q: 3 clusters Score -1382133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1382137.375000 Penalty: 4599.843750
	Iteration 35Q: 3 clusters Score -1382137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1382137.125000 Penalty: 4599.843750
	Iteration 36Q: 3 clusters Score -1382137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1382139.875000 Penalty: 4599.843750
	Iteration 37Q: 3 clusters Score -1382140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1382144.500000 Penalty: 4599.843750
	Iteration 38Q: 3 clusters Score -1382144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1382149.000000 Penalty: 4599.843750
	Iteration 39Q: 3 clusters Score -1382149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1382152.250000 Penalty: 4599.843750
	Iteration 40F: 3 clusters Score -1382152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1382150.875000 Penalty: 4599.843750
	Iteration 41Q: 3 clusters Score -1382151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1382150.625000 Penalty: 4599.843750
	Iteration 42Q: 3 clusters Score -1382151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1382155.250000 Penalty: 4599.843750
	Iteration 43Q: 3 clusters Score -1382155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1382156.875000 Penalty: 4599.843750
	Iteration 44Q: 3 clusters Score -1382157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1382158.750000 Penalty: 4599.843750
	Iteration 45Q: 3 clusters Score -1382159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1382160.625000 Penalty: 4599.843750
	Iteration 46Q: 3 clusters Score -1382161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1382165.500000 Penalty: 4599.843750
	Iteration 47Q: 3 clusters Score -1382166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1382166.500000 Penalty: 4599.843750
	Iteration 48Q: 3 clusters Score -1382166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1382165.500000 Penalty: 4599.843750
	Iteration 49Q: 3 clusters Score -1382166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1382165.750000 Penalty: 4599.843750
	Iteration 50Q: 3 clusters Score -1382166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1382166.000000 Penalty: 4599.843750
	Iteration 51Q: 3 clusters Score -1382166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1382166.750000 Penalty: 4599.843750
	Iteration 52Q: 3 clusters Score -1382167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1382167.125000 Penalty: 4599.843750
	Iteration 53Q: 3 clusters Score -1382167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1382167.250000 Penalty: 4599.843750
	Iteration 54Q: 3 clusters Score -1382167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1382166.500000 Penalty: 4599.843750
	Iteration 55Q: 3 clusters Score -1382166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1382165.875000 Penalty: 4599.843750
	Iteration 56Q: 3 clusters Score -1382166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1382166.375000 Penalty: 4599.843750
	Iteration 57Q: 3 clusters Score -1382166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1382167.125000 Penalty: 4599.843750
	Iteration 58Q: 3 clusters Score -1382167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1382167.125000 Penalty: 4599.843750
	Iteration 59F: 3 clusters Score -1382167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Entering Unmasked Estep 
Score: -5543729.000000 Penalty: 2643.419922
	Iteration 0F: 2 clusters Score -5543729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -5515099.000000 Penalty: 5286.839844
	Iteration 0F: 3 clusters Score -5515099 nChanged 19415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5525668.000000 Penalty: 5286.839844
	Iteration 1F: 3 clusters Score -5525668 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5526185.000000 Penalty: 5286.839844
	Iteration 2Q: 3 clusters Score -5526185 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -5526636.500000 Penalty: 5286.839844
	Iteration 3Q: 3 clusters Score -5526636 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -5527076.000000 Penalty: 5286.839844
	Iteration 4Q: 3 clusters Score -5527076 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -5527465.000000 Penalty: 5286.839844
	Iteration 5Q: 3 clusters Score -5527465 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -5527901.000000 Penalty: 5286.839844
	Iteration 6Q: 3 clusters Score -5527901 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -5528343.500000 Penalty: 5286.839844
	Iteration 7Q: 3 clusters Score -5528344 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -5528943.500000 Penalty: 5286.839844
	Iteration 8Q: 3 clusters Score -5528944 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5529714.500000 Penalty: 5286.839844
	Iteration 9Q: 3 clusters Score -5529714 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -5530894.000000 Penalty: 5286.839844
	Iteration 10Q: 3 clusters Score -5530894 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -5532413.500000 Penalty: 5286.839844
	Iteration 11F: 3 clusters Score -5532414 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -5534209.000000 Penalty: 5286.839844
	Iteration 12F: 3 clusters Score -5534209 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -5536095.500000 Penalty: 5286.839844
	Iteration 13F: 3 clusters Score -5536096 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -5537783.000000 Penalty: 5286.839844
	Iteration 14Q: 3 clusters Score -5537783 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -5539078.000000 Penalty: 5286.839844
	Iteration 15Q: 3 clusters Score -5539078 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5539978.000000 Penalty: 5286.839844
	Iteration 16Q: 3 clusters Score -5539978 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5540538.500000 Penalty: 5286.839844
	Iteration 17Q: 3 clusters Score -5540538 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5540900.000000 Penalty: 5286.839844
	Iteration 18Q: 3 clusters Score -5540900 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -5541118.500000 Penalty: 5286.839844
	Iteration 19Q: 3 clusters Score -5541118 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5541258.000000 Penalty: 5286.839844
	Iteration 20F: 3 clusters Score -5541258 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -5541336.000000 Penalty: 5286.839844
	Iteration 21Q: 3 clusters Score -5541336 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5541413.500000 Penalty: 5286.839844
	Iteration 22Q: 3 clusters Score -5541414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -5541444.500000 Penalty: 5286.839844
	Iteration 23Q: 3 clusters Score -5541444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -5541479.000000 Penalty: 5286.839844
	Iteration 24Q: 3 clusters Score -5541479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5541495.000000 Penalty: 5286.839844
	Iteration 25Q: 3 clusters Score -5541495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -5541514.000000 Penalty: 5286.839844
	Iteration 26Q: 3 clusters Score -5541514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -5541520.000000 Penalty: 5286.839844
	Iteration 27Q: 3 clusters Score -5541520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5541533.000000 Penalty: 5286.839844
	Iteration 28Q: 3 clusters Score -5541533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5541540.500000 Penalty: 5286.839844
	Iteration 29Q: 3 clusters Score -5541540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5541543.000000 Penalty: 5286.839844
	Iteration 30Q: 3 clusters Score -5541543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5541553.500000 Penalty: 5286.839844
	Iteration 31Q: 3 clusters Score -5541554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5541560.000000 Penalty: 5286.839844
	Iteration 32Q: 3 clusters Score -5541560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5541560.000000 Penalty: 5286.839844
	Iteration 33Q: 3 clusters Score -5541560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -5541569.000000 Penalty: 5286.839844
	Iteration 34Q: 3 clusters Score -5541569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5541570.000000 Penalty: 5286.839844
	Iteration 35Q: 3 clusters Score -5541570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -5541574.000000 Penalty: 5286.839844
	Iteration 36Q: 3 clusters Score -5541574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5541573.500000 Penalty: 5286.839844
	Iteration 37Q: 3 clusters Score -5541574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5541578.000000 Penalty: 5286.839844
	Iteration 38Q: 3 clusters Score -5541578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5541585.500000 Penalty: 5286.839844
	Iteration 39Q: 3 clusters Score -5541586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -5541584.000000 Penalty: 5286.839844
	Iteration 40F: 3 clusters Score -5541584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5541583.500000 Penalty: 5286.839844
	Iteration 41Q: 3 clusters Score -5541584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5541583.500000 Penalty: 5286.839844
	Iteration 42F: 3 clusters Score -5541584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Entering Unmasked Estep 
Score: -990534.437500 Penalty: 2206.625244
	Iteration 0F: 2 clusters Score -990534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -984592.187500 Penalty: 4413.250488
	Iteration 0F: 3 clusters Score -984592.2 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -986180.812500 Penalty: 4413.250488
	Iteration 1F: 3 clusters Score -986180.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -986397.562500 Penalty: 4413.250488
	Iteration 2F: 3 clusters Score -986397.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -986524.125000 Penalty: 4413.250488
	Iteration 3Q: 3 clusters Score -986524.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -986619.937500 Penalty: 4413.250488
	Iteration 4Q: 3 clusters Score -986619.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -986676.062500 Penalty: 4413.250488
	Iteration 5Q: 3 clusters Score -986676.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -986724.437500 Penalty: 4413.250488
	Iteration 6Q: 3 clusters Score -986724.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -986763.875000 Penalty: 4413.250488
	Iteration 7Q: 3 clusters Score -986763.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -986799.937500 Penalty: 4413.250488
	Iteration 8Q: 3 clusters Score -986799.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -986826.562500 Penalty: 4413.250488
	Iteration 9Q: 3 clusters Score -986826.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -986843.125000 Penalty: 4413.250488
	Iteration 10Q: 3 clusters Score -986843.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -986864.500000 Penalty: 4413.250488
	Iteration 11Q: 3 clusters Score -986864.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -986878.500000 Penalty: 4413.250488
	Iteration 12Q: 3 clusters Score -986878.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -986886.687500 Penalty: 4413.250488
	Iteration 13Q: 3 clusters Score -986886.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -986894.750000 Penalty: 4413.250488
	Iteration 14Q: 3 clusters Score -986894.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -986906.625000 Penalty: 4413.250488
	Iteration 15Q: 3 clusters Score -986906.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -986913.375000 Penalty: 4413.250488
	Iteration 16Q: 3 clusters Score -986913.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -986920.937500 Penalty: 4413.250488
	Iteration 17Q: 3 clusters Score -986920.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -986927.812500 Penalty: 4413.250488
	Iteration 18Q: 3 clusters Score -986927.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -986936.000000 Penalty: 4413.250488
	Iteration 19Q: 3 clusters Score -986936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -986941.750000 Penalty: 4413.250488
	Iteration 20F: 3 clusters Score -986941.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -986949.500000 Penalty: 4413.250488
	Iteration 21Q: 3 clusters Score -986949.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -986958.187500 Penalty: 4413.250488
	Iteration 22Q: 3 clusters Score -986958.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -986966.125000 Penalty: 4413.250488
	Iteration 23Q: 3 clusters Score -986966.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -986978.187500 Penalty: 4413.250488
	Iteration 24Q: 3 clusters Score -986978.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -986988.875000 Penalty: 4413.250488
	Iteration 25Q: 3 clusters Score -986988.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -987005.562500 Penalty: 4413.250488
	Iteration 26Q: 3 clusters Score -987005.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -987029.312500 Penalty: 4413.250488
	Iteration 27Q: 3 clusters Score -987029.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -987052.750000 Penalty: 4413.250488
	Iteration 28Q: 3 clusters Score -987052.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -987079.312500 Penalty: 4413.250488
	Iteration 29Q: 3 clusters Score -987079.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -987109.625000 Penalty: 4413.250488
	Iteration 30Q: 3 clusters Score -987109.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -987144.312500 Penalty: 4413.250488
	Iteration 31Q: 3 clusters Score -987144.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -987187.375000 Penalty: 4413.250488
	Iteration 32Q: 3 clusters Score -987187.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -987235.062500 Penalty: 4413.250488
	Iteration 33Q: 3 clusters Score -987235.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -987298.312500 Penalty: 4413.250488
	Iteration 34Q: 3 clusters Score -987298.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -987382.875000 Penalty: 4413.250488
	Iteration 35Q: 3 clusters Score -987382.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -987475.062500 Penalty: 4413.250488
	Iteration 36Q: 3 clusters Score -987475.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -987568.187500 Penalty: 4413.250488
	Iteration 37Q: 3 clusters Score -987568.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -987671.750000 Penalty: 4413.250488
	Iteration 38Q: 3 clusters Score -987671.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -987783.937500 Penalty: 4413.250488
	Iteration 39Q: 3 clusters Score -987783.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -987895.000000 Penalty: 4413.250488
	Iteration 40F: 3 clusters Score -987895 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -988003.812500 Penalty: 4413.250488
	Iteration 41Q: 3 clusters Score -988003.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -988086.875000 Penalty: 4413.250488
	Iteration 42Q: 3 clusters Score -988086.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -988172.312500 Penalty: 4413.250488
	Iteration 43Q: 3 clusters Score -988172.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -988248.062500 Penalty: 4413.250488
	Iteration 44Q: 3 clusters Score -988248.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -988313.500000 Penalty: 4413.250488
	Iteration 45Q: 3 clusters Score -988313.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -988373.562500 Penalty: 4413.250488
	Iteration 46Q: 3 clusters Score -988373.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -988416.875000 Penalty: 4413.250488
	Iteration 47Q: 3 clusters Score -988416.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -988445.562500 Penalty: 4413.250488
	Iteration 48Q: 3 clusters Score -988445.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -988469.250000 Penalty: 4413.250488
	Iteration 49Q: 3 clusters Score -988469.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -988490.312500 Penalty: 4413.250488
	Iteration 50Q: 3 clusters Score -988490.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -988505.937500 Penalty: 4413.250488
	Iteration 51Q: 3 clusters Score -988505.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -988520.375000 Penalty: 4413.250488
	Iteration 52Q: 3 clusters Score -988520.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -988537.312500 Penalty: 4413.250488
	Iteration 53Q: 3 clusters Score -988537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -988549.375000 Penalty: 4413.250488
	Iteration 54Q: 3 clusters Score -988549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -988555.187500 Penalty: 4413.250488
	Iteration 55Q: 3 clusters Score -988555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -988556.437500 Penalty: 4413.250488
	Iteration 56Q: 3 clusters Score -988556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -988557.000000 Penalty: 4413.250488
	Iteration 57Q: 3 clusters Score -988557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -988558.750000 Penalty: 4413.250488
	Iteration 58Q: 3 clusters Score -988558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -988558.500000 Penalty: 4413.250488
	Iteration 59Q: 3 clusters Score -988558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -988562.250000 Penalty: 4413.250488
	Iteration 60F: 3 clusters Score -988562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -988563.750000 Penalty: 4413.250488
	Iteration 61Q: 3 clusters Score -988563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -988564.125000 Penalty: 4413.250488
	Iteration 62Q: 3 clusters Score -988564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -988564.125000 Penalty: 4413.250488
	Iteration 63F: 3 clusters Score -988564.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Entering Unmasked Estep 
Score: -2629973.250000 Penalty: 2457.375732
	Iteration 0F: 2 clusters Score -2629973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2615824.250000 Penalty: 4914.751465
	Iteration 0F: 3 clusters Score -2615824 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2620563.000000 Penalty: 4914.751465
	Iteration 1F: 3 clusters Score -2620563 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2621002.750000 Penalty: 4914.751465
	Iteration 2F: 3 clusters Score -2621003 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2621452.500000 Penalty: 4914.751465
	Iteration 3F: 3 clusters Score -2621452 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2622022.000000 Penalty: 4914.751465
	Iteration 4F: 3 clusters Score -2622022 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2622786.000000 Penalty: 4914.751465
	Iteration 5F: 3 clusters Score -2622786 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2623812.000000 Penalty: 4914.751465
	Iteration 6F: 3 clusters Score -2623812 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2624947.000000 Penalty: 4914.751465
	Iteration 7F: 3 clusters Score -2624947 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2625998.500000 Penalty: 4914.751465
	Iteration 8F: 3 clusters Score -2625998 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2626819.250000 Penalty: 4914.751465
	Iteration 9Q: 3 clusters Score -2626819 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2627299.500000 Penalty: 4914.751465
	Iteration 10Q: 3 clusters Score -2627300 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2627530.250000 Penalty: 4914.751465
	Iteration 11Q: 3 clusters Score -2627530 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2627638.000000 Penalty: 4914.751465
	Iteration 12Q: 3 clusters Score -2627638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2627707.500000 Penalty: 4914.751465
	Iteration 13Q: 3 clusters Score -2627708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2627762.500000 Penalty: 4914.751465
	Iteration 14Q: 3 clusters Score -2627762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2627798.000000 Penalty: 4914.751465
	Iteration 15Q: 3 clusters Score -2627798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2627830.000000 Penalty: 4914.751465
	Iteration 16Q: 3 clusters Score -2627830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2627836.250000 Penalty: 4914.751465
	Iteration 17Q: 3 clusters Score -2627836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2627842.250000 Penalty: 4914.751465
	Iteration 18Q: 3 clusters Score -2627842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2627848.750000 Penalty: 4914.751465
	Iteration 19Q: 3 clusters Score -2627849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2627856.750000 Penalty: 4914.751465
	Iteration 20F: 3 clusters Score -2627857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2627861.750000 Penalty: 4914.751465
	Iteration 21Q: 3 clusters Score -2627862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2627865.250000 Penalty: 4914.751465
	Iteration 22Q: 3 clusters Score -2627865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2627868.500000 Penalty: 4914.751465
	Iteration 23Q: 3 clusters Score -2627868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2627868.500000 Penalty: 4914.751465
	Iteration 24F: 3 clusters Score -2627868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -832322.250000 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -832322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -826888.812500 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -826888.8 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -828341.187500 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -828341.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -828594.062500 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -828594.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -828769.187500 Penalty: 4348.904297
	Iteration 3F: 3 clusters Score -828769.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -828892.437500 Penalty: 4348.904297
	Iteration 4Q: 3 clusters Score -828892.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -829001.250000 Penalty: 4348.904297
	Iteration 5Q: 3 clusters Score -829001.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -829097.750000 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -829097.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -829191.750000 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -829191.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -829280.250000 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -829280.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -829354.187500 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -829354.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -829417.375000 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -829417.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -829484.687500 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -829484.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -829554.000000 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -829554 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -829627.000000 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -829627 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -829702.937500 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -829702.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -829782.437500 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -829782.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -829864.062500 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -829864.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -829935.937500 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -829935.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -829987.437500 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -829987.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -830034.937500 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -830034.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -830079.625000 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -830079.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -830130.187500 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -830130.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -830171.125000 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -830171.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -830197.500000 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -830197.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -830217.625000 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -830217.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -830238.250000 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -830238.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -830257.687500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -830257.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -830271.812500 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -830271.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -830284.000000 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -830284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -830293.312500 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -830293.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -830301.187500 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -830301.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -830308.125000 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -830308.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -830316.937500 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -830316.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -830324.375000 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -830324.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -830326.687500 Penalty: 4348.904297
	Iteration 34Q: 3 clusters Score -830326.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -830327.937500 Penalty: 4348.904297
	Iteration 35Q: 3 clusters Score -830327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -830329.562500 Penalty: 4348.904297
	Iteration 36Q: 3 clusters Score -830329.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -830329.687500 Penalty: 4348.904297
	Iteration 37Q: 3 clusters Score -830329.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -830330.062500 Penalty: 4348.904297
	Iteration 38Q: 3 clusters Score -830330.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -830332.312500 Penalty: 4348.904297
	Iteration 39Q: 3 clusters Score -830332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -830331.937500 Penalty: 4348.904297
	Iteration 40F: 3 clusters Score -830331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -830332.875000 Penalty: 4348.904297
	Iteration 41Q: 3 clusters Score -830332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -830332.875000 Penalty: 4348.904297
	Iteration 42F: 3 clusters Score -830332.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Entering Unmasked Estep 
Score: -2426960.250000 Penalty: 2440.125488
	Iteration 0F: 2 clusters Score -2426960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2413641.500000 Penalty: 4880.250977
	Iteration 0F: 3 clusters Score -2413642 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2418176.250000 Penalty: 4880.250977
	Iteration 1F: 3 clusters Score -2418176 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2418593.250000 Penalty: 4880.250977
	Iteration 2F: 3 clusters Score -2418593 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2418953.000000 Penalty: 4880.250977
	Iteration 3Q: 3 clusters Score -2418953 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2419240.750000 Penalty: 4880.250977
	Iteration 4Q: 3 clusters Score -2419241 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2419501.500000 Penalty: 4880.250977
	Iteration 5Q: 3 clusters Score -2419502 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2419809.500000 Penalty: 4880.250977
	Iteration 6Q: 3 clusters Score -2419810 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2420223.750000 Penalty: 4880.250977
	Iteration 7Q: 3 clusters Score -2420224 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2420782.750000 Penalty: 4880.250977
	Iteration 8Q: 3 clusters Score -2420783 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2421462.250000 Penalty: 4880.250977
	Iteration 9F: 3 clusters Score -2421462 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2422157.250000 Penalty: 4880.250977
	Iteration 10F: 3 clusters Score -2422157 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2422875.250000 Penalty: 4880.250977
	Iteration 11Q: 3 clusters Score -2422875 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2423494.250000 Penalty: 4880.250977
	Iteration 12Q: 3 clusters Score -2423494 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2423998.000000 Penalty: 4880.250977
	Iteration 13Q: 3 clusters Score -2423998 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2424282.500000 Penalty: 4880.250977
	Iteration 14Q: 3 clusters Score -2424282 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2424453.750000 Penalty: 4880.250977
	Iteration 15Q: 3 clusters Score -2424454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2424561.000000 Penalty: 4880.250977
	Iteration 16Q: 3 clusters Score -2424561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2424636.500000 Penalty: 4880.250977
	Iteration 17Q: 3 clusters Score -2424636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2424693.750000 Penalty: 4880.250977
	Iteration 18Q: 3 clusters Score -2424694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2424725.500000 Penalty: 4880.250977
	Iteration 19Q: 3 clusters Score -2424726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2424761.250000 Penalty: 4880.250977
	Iteration 20F: 3 clusters Score -2424761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2424791.250000 Penalty: 4880.250977
	Iteration 21Q: 3 clusters Score -2424791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2424813.500000 Penalty: 4880.250977
	Iteration 22Q: 3 clusters Score -2424814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2424824.000000 Penalty: 4880.250977
	Iteration 23Q: 3 clusters Score -2424824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2424835.250000 Penalty: 4880.250977
	Iteration 24Q: 3 clusters Score -2424835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2424834.250000 Penalty: 4880.250977
	Iteration 25Q: 3 clusters Score -2424834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2424837.500000 Penalty: 4880.250977
	Iteration 26Q: 3 clusters Score -2424838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2424843.250000 Penalty: 4880.250977
	Iteration 27Q: 3 clusters Score -2424843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2424846.000000 Penalty: 4880.250977
	Iteration 28Q: 3 clusters Score -2424846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2424849.750000 Penalty: 4880.250977
	Iteration 29Q: 3 clusters Score -2424850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2424856.250000 Penalty: 4880.250977
	Iteration 30Q: 3 clusters Score -2424856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2424856.000000 Penalty: 4880.250977
	Iteration 31Q: 3 clusters Score -2424856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2424856.000000 Penalty: 4880.250977
	Iteration 32F: 3 clusters Score -2424856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Entering Unmasked Estep 
Score: -654307.562500 Penalty: 2114.535156
	Iteration 0F: 2 clusters Score -654307.6 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 2582 members 
Entering Unmasked Estep 
Score: -649763.625000 Penalty: 4229.070312
	Iteration 0F: 3 clusters Score -649763.6 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -650821.937500 Penalty: 4229.070312
	Iteration 1F: 3 clusters Score -650821.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -651000.187500 Penalty: 4229.070312
	Iteration 2F: 3 clusters Score -651000.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -651123.375000 Penalty: 4229.070312
	Iteration 3Q: 3 clusters Score -651123.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -651204.437500 Penalty: 4229.070312
	Iteration 4Q: 3 clusters Score -651204.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -651256.125000 Penalty: 4229.070312
	Iteration 5Q: 3 clusters Score -651256.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -651296.312500 Penalty: 4229.070312
	Iteration 6Q: 3 clusters Score -651296.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -651335.562500 Penalty: 4229.070312
	Iteration 7Q: 3 clusters Score -651335.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -651371.500000 Penalty: 4229.070312
	Iteration 8Q: 3 clusters Score -651371.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -651401.875000 Penalty: 4229.070312
	Iteration 9Q: 3 clusters Score -651401.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -651429.812500 Penalty: 4229.070312
	Iteration 10Q: 3 clusters Score -651429.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -651464.437500 Penalty: 4229.070312
	Iteration 11Q: 3 clusters Score -651464.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -651497.937500 Penalty: 4229.070312
	Iteration 12Q: 3 clusters Score -651497.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -651535.375000 Penalty: 4229.070312
	Iteration 13Q: 3 clusters Score -651535.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -651585.500000 Penalty: 4229.070312
	Iteration 14Q: 3 clusters Score -651585.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -651636.312500 Penalty: 4229.070312
	Iteration 15Q: 3 clusters Score -651636.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -651688.937500 Penalty: 4229.070312
	Iteration 16Q: 3 clusters Score -651688.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -651756.687500 Penalty: 4229.070312
	Iteration 17Q: 3 clusters Score -651756.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -651823.750000 Penalty: 4229.070312
	Iteration 18Q: 3 clusters Score -651823.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -651892.125000 Penalty: 4229.070312
	Iteration 19Q: 3 clusters Score -651892.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -651958.875000 Penalty: 4229.070312
	Iteration 20F: 3 clusters Score -651958.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -652040.625000 Penalty: 4229.070312
	Iteration 21Q: 3 clusters Score -652040.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -652105.875000 Penalty: 4229.070312
	Iteration 22Q: 3 clusters Score -652105.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -652164.437500 Penalty: 4229.070312
	Iteration 23Q: 3 clusters Score -652164.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -652219.687500 Penalty: 4229.070312
	Iteration 24Q: 3 clusters Score -652219.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -652274.062500 Penalty: 4229.070312
	Iteration 25Q: 3 clusters Score -652274.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -652320.250000 Penalty: 4229.070312
	Iteration 26Q: 3 clusters Score -652320.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -652360.562500 Penalty: 4229.070312
	Iteration 27Q: 3 clusters Score -652360.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -652403.187500 Penalty: 4229.070312
	Iteration 28Q: 3 clusters Score -652403.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -652438.062500 Penalty: 4229.070312
	Iteration 29Q: 3 clusters Score -652438.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -652475.937500 Penalty: 4229.070312
	Iteration 30Q: 3 clusters Score -652475.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -652502.437500 Penalty: 4229.070312
	Iteration 31Q: 3 clusters Score -652502.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -652527.625000 Penalty: 4229.070312
	Iteration 32Q: 3 clusters Score -652527.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -652546.125000 Penalty: 4229.070312
	Iteration 33Q: 3 clusters Score -652546.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -652562.625000 Penalty: 4229.070312
	Iteration 34Q: 3 clusters Score -652562.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -652570.250000 Penalty: 4229.070312
	Iteration 35Q: 3 clusters Score -652570.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -652577.687500 Penalty: 4229.070312
	Iteration 36Q: 3 clusters Score -652577.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -652584.625000 Penalty: 4229.070312
	Iteration 37Q: 3 clusters Score -652584.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -652594.625000 Penalty: 4229.070312
	Iteration 38Q: 3 clusters Score -652594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -652597.625000 Penalty: 4229.070312
	Iteration 39Q: 3 clusters Score -652597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -652599.062500 Penalty: 4229.070312
	Iteration 40F: 3 clusters Score -652599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -652599.000000 Penalty: 4229.070312
	Iteration 41Q: 3 clusters Score -652599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -652599.375000 Penalty: 4229.070312
	Iteration 42Q: 3 clusters Score -652599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -652600.250000 Penalty: 4229.070312
	Iteration 43Q: 3 clusters Score -652600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -652600.875000 Penalty: 4229.070312
	Iteration 44Q: 3 clusters Score -652600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -652600.875000 Penalty: 4229.070312
	Iteration 45Q: 3 clusters Score -652600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -652600.875000 Penalty: 4229.070312
	Iteration 46F: 3 clusters Score -652600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -47252.242188 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -47252.24 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 190 members 
Entering Unmasked Estep 
Score: -45850.351562 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -45850.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46011.832031 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -46011.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46043.402344 Penalty: 2965.527344
	Iteration 2Q: 3 clusters Score -46043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46054.492188 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -46054.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46055.914062 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -46055.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46058.976562 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -46058.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46065.808594 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -46065.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46067.281250 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -46067.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46067.281250 Penalty: 2965.527344
	Iteration 8F: 3 clusters Score -46067.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (140782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140782 members 
Entering Unmasked Estep 
Score: -18455434.000000 Penalty: 2940.031982
	Iteration 0F: 2 clusters Score -1.845543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -18362172.000000 Penalty: 5880.063965
	Iteration 0F: 3 clusters Score -1.836217e+07 nChanged 67237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -18401536.000000 Penalty: 5880.063965
	Iteration 1F: 3 clusters Score -1.840154e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -18403428.000000 Penalty: 5880.063965
	Iteration 2Q: 3 clusters Score -1.840343e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -18405952.000000 Penalty: 5880.063965
	Iteration 3Q: 3 clusters Score -1.840595e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -18410080.000000 Penalty: 5880.063965
	Iteration 4F: 3 clusters Score -1.841008e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 98569 members 
Entering Unmasked Estep 
Score: -18416168.000000 Penalty: 5880.063965
	Iteration 5F: 3 clusters Score -1.841617e+07 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -18424342.000000 Penalty: 5880.063965
	Iteration 6F: 3 clusters Score -1.842434e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
Score: -18433456.000000 Penalty: 5880.063965
	Iteration 7F: 3 clusters Score -1.843346e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 127170 members 
Entering Unmasked Estep 
Score: -18441638.000000 Penalty: 5880.063965
	Iteration 8F: 3 clusters Score -1.844164e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 132332 members 
Entering Unmasked Estep 
Score: -18447448.000000 Penalty: 5880.063965
	Iteration 9Q: 3 clusters Score -1.844745e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -18450532.000000 Penalty: 5880.063965
	Iteration 10Q: 3 clusters Score -1.845053e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 135839 members 
Entering Unmasked Estep 
Score: -18451898.000000 Penalty: 5880.063965
	Iteration 11Q: 3 clusters Score -1.84519e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 136393 members 
Entering Unmasked Estep 
Score: -18452524.000000 Penalty: 5880.063965
	Iteration 12Q: 3 clusters Score -1.845252e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -18452986.000000 Penalty: 5880.063965
	Iteration 13Q: 3 clusters Score -1.845299e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 136997 members 
Entering Unmasked Estep 
Score: -18453270.000000 Penalty: 5880.063965
	Iteration 14Q: 3 clusters Score -1.845327e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 137167 members 
Entering Unmasked Estep 
Score: -18453436.000000 Penalty: 5880.063965
	Iteration 15Q: 3 clusters Score -1.845344e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 137241 members 
Entering Unmasked Estep 
Score: -18453582.000000 Penalty: 5880.063965
	Iteration 16Q: 3 clusters Score -1.845358e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 137280 members 
Entering Unmasked Estep 
Score: -18453682.000000 Penalty: 5880.063965
	Iteration 17Q: 3 clusters Score -1.845368e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 137335 members 
Entering Unmasked Estep 
Score: -18453778.000000 Penalty: 5880.063965
	Iteration 18Q: 3 clusters Score -1.845378e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 137361 members 
Entering Unmasked Estep 
Score: -18453826.000000 Penalty: 5880.063965
	Iteration 19Q: 3 clusters Score -1.845383e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 137377 members 
Entering Unmasked Estep 
Score: -18453836.000000 Penalty: 5880.063965
	Iteration 20F: 3 clusters Score -1.845384e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 137397 members 
Entering Unmasked Estep 
Score: -18453918.000000 Penalty: 5880.063965
	Iteration 21Q: 3 clusters Score -1.845392e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 137411 members 
Entering Unmasked Estep 
Score: -18453930.000000 Penalty: 5880.063965
	Iteration 22Q: 3 clusters Score -1.845393e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 137412 members 
Entering Unmasked Estep 
Score: -18453952.000000 Penalty: 5880.063965
	Iteration 23Q: 3 clusters Score -1.845395e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 137407 members 
Entering Unmasked Estep 
Score: -18454028.000000 Penalty: 5880.063965
	Iteration 24Q: 3 clusters Score -1.845403e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 137391 members 
Entering Unmasked Estep 
Score: -18454072.000000 Penalty: 5880.063965
	Iteration 25Q: 3 clusters Score -1.845407e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 137358 members 
Entering Unmasked Estep 
Score: -18454082.000000 Penalty: 5880.063965
	Iteration 26Q: 3 clusters Score -1.845408e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 137320 members 
Entering Unmasked Estep 
Score: -18454104.000000 Penalty: 5880.063965
	Iteration 27Q: 3 clusters Score -1.84541e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 137286 members 
Entering Unmasked Estep 
Score: -18454136.000000 Penalty: 5880.063965
	Iteration 28Q: 3 clusters Score -1.845414e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 137234 members 
Entering Unmasked Estep 
Score: -18454176.000000 Penalty: 5880.063965
	Iteration 29Q: 3 clusters Score -1.845418e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 137211 members 
Entering Unmasked Estep 
Score: -18454208.000000 Penalty: 5880.063965
	Iteration 30Q: 3 clusters Score -1.845421e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 137185 members 
Entering Unmasked Estep 
Score: -18454208.000000 Penalty: 5880.063965
	Iteration 31Q: 3 clusters Score -1.845421e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 137166 members 
Entering Unmasked Estep 
Score: -18454276.000000 Penalty: 5880.063965
	Iteration 32Q: 3 clusters Score -1.845428e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 137134 members 
Entering Unmasked Estep 
Score: -18454290.000000 Penalty: 5880.063965
	Iteration 33Q: 3 clusters Score -1.845429e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 137095 members 
Entering Unmasked Estep 
Score: -18454310.000000 Penalty: 5880.063965
	Iteration 34Q: 3 clusters Score -1.845431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 137066 members 
Entering Unmasked Estep 
Score: -18454318.000000 Penalty: 5880.063965
	Iteration 35Q: 3 clusters Score -1.845432e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 137030 members 
Entering Unmasked Estep 
Score: -18454342.000000 Penalty: 5880.063965
	Iteration 36Q: 3 clusters Score -1.845434e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 136999 members 
Entering Unmasked Estep 
Score: -18454360.000000 Penalty: 5880.063965
	Iteration 37Q: 3 clusters Score -1.845436e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -18454374.000000 Penalty: 5880.063965
	Iteration 38Q: 3 clusters Score -1.845437e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -18454380.000000 Penalty: 5880.063965
	Iteration 39Q: 3 clusters Score -1.845438e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 136919 members 
Entering Unmasked Estep 
Score: -18454382.000000 Penalty: 5880.063965
	Iteration 40F: 3 clusters Score -1.845438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 136889 members 
Entering Unmasked Estep 
Score: -18454392.000000 Penalty: 5880.063965
	Iteration 41Q: 3 clusters Score -1.845439e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 136859 members 
Entering Unmasked Estep 
Score: -18454362.000000 Penalty: 5880.063965
	Iteration 42Q: 3 clusters Score -1.845436e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 136831 members 
Entering Unmasked Estep 
Score: -18454344.000000 Penalty: 5880.063965
	Iteration 43Q: 3 clusters Score -1.845434e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 136816 members 
Entering Unmasked Estep 
Score: -18454364.000000 Penalty: 5880.063965
	Iteration 44Q: 3 clusters Score -1.845436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 136804 members 
Entering Unmasked Estep 
Score: -18454352.000000 Penalty: 5880.063965
	Iteration 45Q: 3 clusters Score -1.845435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 136787 members 
Entering Unmasked Estep 
Score: -18454358.000000 Penalty: 5880.063965
	Iteration 46Q: 3 clusters Score -1.845436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -18454368.000000 Penalty: 5880.063965
	Iteration 47Q: 3 clusters Score -1.845437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -18454340.000000 Penalty: 5880.063965
	Iteration 48Q: 3 clusters Score -1.845434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 136758 members 
Entering Unmasked Estep 
Score: -18454344.000000 Penalty: 5880.063965
	Iteration 49Q: 3 clusters Score -1.845434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 136754 members 
Entering Unmasked Estep 
Score: -18454352.000000 Penalty: 5880.063965
	Iteration 50Q: 3 clusters Score -1.845435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -18454346.000000 Penalty: 5880.063965
	Iteration 51Q: 3 clusters Score -1.845435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -18454348.000000 Penalty: 5880.063965
	Iteration 52Q: 3 clusters Score -1.845435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 136740 members 
Entering Unmasked Estep 
Score: -18454350.000000 Penalty: 5880.063965
	Iteration 53Q: 3 clusters Score -1.845435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -18454364.000000 Penalty: 5880.063965
	Iteration 54Q: 3 clusters Score -1.845436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 136721 members 
Entering Unmasked Estep 
Score: -18454362.000000 Penalty: 5880.063965
	Iteration 55Q: 3 clusters Score -1.845436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 136704 members 
Entering Unmasked Estep 
Score: -18454370.000000 Penalty: 5880.063965
	Iteration 56Q: 3 clusters Score -1.845437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 136690 members 
Entering Unmasked Estep 
Score: -18454354.000000 Penalty: 5880.063965
	Iteration 57Q: 3 clusters Score -1.845435e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 136681 members 
Entering Unmasked Estep 
Score: -18454364.000000 Penalty: 5880.063965
	Iteration 58Q: 3 clusters Score -1.845436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 136676 members 
Entering Unmasked Estep 
Score: -18454376.000000 Penalty: 5880.063965
	Iteration 59Q: 3 clusters Score -1.845438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -18454386.000000 Penalty: 5880.063965
	Iteration 60F: 3 clusters Score -1.845439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136666 members 
Entering Unmasked Estep 
Score: -18454374.000000 Penalty: 5880.063965
	Iteration 61Q: 3 clusters Score -1.845437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 136667 members 
Entering Unmasked Estep 
Score: -18454366.000000 Penalty: 5880.063965
	Iteration 62Q: 3 clusters Score -1.845437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136666 members 
Entering Unmasked Estep 
Score: -18454370.000000 Penalty: 5880.063965
	Iteration 63Q: 3 clusters Score -1.845437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 136663 members 
Entering Unmasked Estep 
Score: -18454388.000000 Penalty: 5880.063965
	Iteration 64Q: 3 clusters Score -1.845439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 136659 members 
Entering Unmasked Estep 
Score: -18454382.000000 Penalty: 5880.063965
	Iteration 65Q: 3 clusters Score -1.845438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 136658 members 
Entering Unmasked Estep 
Score: -18454378.000000 Penalty: 5880.063965
	Iteration 66Q: 3 clusters Score -1.845438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 136655 members 
Entering Unmasked Estep 
Score: -18454374.000000 Penalty: 5880.063965
	Iteration 67Q: 3 clusters Score -1.845437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 136653 members 
Entering Unmasked Estep 
Score: -18454374.000000 Penalty: 5880.063965
	Iteration 68Q: 3 clusters Score -1.845437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 136647 members 
Entering Unmasked Estep 
Score: -18454372.000000 Penalty: 5880.063965
	Iteration 69Q: 3 clusters Score -1.845437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 136647 members 
Entering Unmasked Estep 
Score: -18454376.000000 Penalty: 5880.063965
	Iteration 70Q: 3 clusters Score -1.845438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 136645 members 
Entering Unmasked Estep 
Score: -18454380.000000 Penalty: 5880.063965
	Iteration 71Q: 3 clusters Score -1.845438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 136642 members 
Entering Unmasked Estep 
Score: -18454380.000000 Penalty: 5880.063965
	Iteration 72Q: 3 clusters Score -1.845438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 136639 members 
Entering Unmasked Estep 
Score: -18454376.000000 Penalty: 5880.063965
	Iteration 73Q: 3 clusters Score -1.845438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 136636 members 
Entering Unmasked Estep 
Score: -18454382.000000 Penalty: 5880.063965
	Iteration 74Q: 3 clusters Score -1.845438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 136631 members 
Entering Unmasked Estep 
Score: -18454376.000000 Penalty: 5880.063965
	Iteration 75Q: 3 clusters Score -1.845438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 136627 members 
Entering Unmasked Estep 
Score: -18454382.000000 Penalty: 5880.063965
	Iteration 76Q: 3 clusters Score -1.845438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 136623 members 
Entering Unmasked Estep 
Score: -18454386.000000 Penalty: 5880.063965
	Iteration 77Q: 3 clusters Score -1.845439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -18454380.000000 Penalty: 5880.063965
	Iteration 78Q: 3 clusters Score -1.845438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 136625 members 
Entering Unmasked Estep 
Score: -18454386.000000 Penalty: 5880.063965
	Iteration 79Q: 3 clusters Score -1.845439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 136625 members 
Entering Unmasked Estep 
Score: -18454386.000000 Penalty: 5880.063965
	Iteration 80F: 3 clusters Score -1.845439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Entering Unmasked Estep 
Score: -2139200.250000 Penalty: 2407.136230
	Iteration 0F: 2 clusters Score -2139200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2127321.250000 Penalty: 4814.272461
	Iteration 0F: 3 clusters Score -2127321 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2131005.750000 Penalty: 4814.272461
	Iteration 1F: 3 clusters Score -2131006 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2131460.000000 Penalty: 4814.272461
	Iteration 2F: 3 clusters Score -2131460 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2131904.500000 Penalty: 4814.272461
	Iteration 3F: 3 clusters Score -2131904 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2132336.000000 Penalty: 4814.272461
	Iteration 4F: 3 clusters Score -2132336 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2132784.250000 Penalty: 4814.272461
	Iteration 5Q: 3 clusters Score -2132784 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2133220.000000 Penalty: 4814.272461
	Iteration 6Q: 3 clusters Score -2133220 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2133625.500000 Penalty: 4814.272461
	Iteration 7Q: 3 clusters Score -2133626 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2134033.000000 Penalty: 4814.272461
	Iteration 8Q: 3 clusters Score -2134033 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2134411.000000 Penalty: 4814.272461
	Iteration 9Q: 3 clusters Score -2134411 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2134838.000000 Penalty: 4814.272461
	Iteration 10Q: 3 clusters Score -2134838 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2135254.250000 Penalty: 4814.272461
	Iteration 11Q: 3 clusters Score -2135254 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2135634.500000 Penalty: 4814.272461
	Iteration 12Q: 3 clusters Score -2135634 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2135977.000000 Penalty: 4814.272461
	Iteration 13Q: 3 clusters Score -2135977 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2136273.750000 Penalty: 4814.272461
	Iteration 14Q: 3 clusters Score -2136274 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2136500.000000 Penalty: 4814.272461
	Iteration 15Q: 3 clusters Score -2136500 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2136682.750000 Penalty: 4814.272461
	Iteration 16Q: 3 clusters Score -2136683 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2136794.500000 Penalty: 4814.272461
	Iteration 17Q: 3 clusters Score -2136794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2136884.000000 Penalty: 4814.272461
	Iteration 18Q: 3 clusters Score -2136884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2136941.000000 Penalty: 4814.272461
	Iteration 19Q: 3 clusters Score -2136941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2136976.500000 Penalty: 4814.272461
	Iteration 20F: 3 clusters Score -2136976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2137030.750000 Penalty: 4814.272461
	Iteration 21Q: 3 clusters Score -2137031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2137068.000000 Penalty: 4814.272461
	Iteration 22Q: 3 clusters Score -2137068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2137091.250000 Penalty: 4814.272461
	Iteration 23Q: 3 clusters Score -2137091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2137118.250000 Penalty: 4814.272461
	Iteration 24Q: 3 clusters Score -2137118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2137134.750000 Penalty: 4814.272461
	Iteration 25Q: 3 clusters Score -2137135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2137141.500000 Penalty: 4814.272461
	Iteration 26Q: 3 clusters Score -2137142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2137150.250000 Penalty: 4814.272461
	Iteration 27Q: 3 clusters Score -2137150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2137158.500000 Penalty: 4814.272461
	Iteration 28Q: 3 clusters Score -2137158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2137161.250000 Penalty: 4814.272461
	Iteration 29Q: 3 clusters Score -2137161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2137162.000000 Penalty: 4814.272461
	Iteration 30Q: 3 clusters Score -2137162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2137164.000000 Penalty: 4814.272461
	Iteration 31Q: 3 clusters Score -2137164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2137168.750000 Penalty: 4814.272461
	Iteration 32Q: 3 clusters Score -2137169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2137176.750000 Penalty: 4814.272461
	Iteration 33Q: 3 clusters Score -2137177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2137183.750000 Penalty: 4814.272461
	Iteration 34Q: 3 clusters Score -2137184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2137185.250000 Penalty: 4814.272461
	Iteration 35Q: 3 clusters Score -2137185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2137189.000000 Penalty: 4814.272461
	Iteration 36Q: 3 clusters Score -2137189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2137189.000000 Penalty: 4814.272461
	Iteration 37F: 3 clusters Score -2137189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -15705.287109 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -15705.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14801.858398 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -14801.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14851.778320 Penalty: 2465.027344
	Iteration 1Q: 3 clusters Score -14851.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14867.080078 Penalty: 2465.027344
	Iteration 2Q: 3 clusters Score -14867.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14867.080078 Penalty: 2465.027344
	Iteration 3F: 3 clusters Score -14867.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -47283.414062 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -47283.41 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 177 members 
Entering Unmasked Estep 
Score: -45880.878906 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -45880.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46004.679688 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -46004.68 nChanged 13
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: -46038.000000 Penalty: 2950.225586
	Iteration 2Q: 3 clusters Score -46038 nChanged 4
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: -46050.722656 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -46050.72 nChanged 5
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: -46069.996094 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -46070 nChanged 1
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: -46073.527344 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -46073.53 nChanged 0
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: -46073.527344 Penalty: 2950.225586
	Iteration 6F: 3 clusters Score -46073.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3334 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 14326 members 
Mstep: Class 5 contains 5400 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 12704 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20106 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 18755 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140782 members 
Mstep: Class 23 contains 16419 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899228.000000 Penalty: 78895.390625
Iteration 439Q: 26 clusters Score -4.289923e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3344 members 
Mstep: Class 3 contains 3190 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 5404 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 12704 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10658 members 
Mstep: Class 15 contains 42573 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20105 members 
Mstep: Class 18 contains 6423 members 
Mstep: Class 19 contains 18740 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140783 members 
Mstep: Class 23 contains 16421 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899204.000000 Penalty: 78895.390625
Iteration 440F: 26 clusters Score -4.28992e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 14309 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7298 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10659 members 
Mstep: Class 15 contains 42573 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20105 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 18733 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140783 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899152.000000 Penalty: 78895.390625
Iteration 441Q: 26 clusters Score -4.289915e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 3202 members 
Mstep: Class 4 contains 14307 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10660 members 
Mstep: Class 15 contains 42573 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20104 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 18722 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140785 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899160.000000 Penalty: 78895.390625
Iteration 442Q: 26 clusters Score -4.289916e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 14291 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10661 members 
Mstep: Class 15 contains 42575 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20103 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 18716 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140778 members 
Mstep: Class 23 contains 16425 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899240.000000 Penalty: 78895.390625
Iteration 443Q: 26 clusters Score -4.289924e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 3214 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10661 members 
Mstep: Class 15 contains 42575 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20099 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 18710 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140775 members 
Mstep: Class 23 contains 16425 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899280.000000 Penalty: 78895.390625
Iteration 444Q: 26 clusters Score -4.289928e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3403 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 14268 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42575 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20096 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 18700 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140773 members 
Mstep: Class 23 contains 16426 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899220.000000 Penalty: 78895.390625
Iteration 445Q: 26 clusters Score -4.289922e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 14268 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7255 members 
Mstep: Class 11 contains 6024 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42576 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20091 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18689 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140778 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899232.000000 Penalty: 78895.390625
Iteration 446Q: 26 clusters Score -4.289923e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 3 contains 3222 members 
Mstep: Class 4 contains 14269 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7255 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42575 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 20088 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18682 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140782 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899224.000000 Penalty: 78895.390625
Iteration 447Q: 26 clusters Score -4.289922e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 3227 members 
Mstep: Class 4 contains 14268 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7254 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 7316 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18679 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140780 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899212.000000 Penalty: 78895.390625
Iteration 448Q: 26 clusters Score -4.289921e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3438 members 
Mstep: Class 3 contains 3225 members 
Mstep: Class 4 contains 14265 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7254 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 18677 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140776 members 
Mstep: Class 23 contains 16422 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899196.000000 Penalty: 78895.390625
Iteration 449Q: 26 clusters Score -4.28992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 14262 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7252 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 7318 members 
Mstep: Class 17 contains 20085 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18672 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140777 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899196.000000 Penalty: 78895.390625
Iteration 450Q: 26 clusters Score -4.28992e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3449 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 14260 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 7319 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18667 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140775 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899208.000000 Penalty: 78895.390625
Iteration 451Q: 26 clusters Score -4.289921e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 3236 members 
Mstep: Class 4 contains 14245 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 6439 members 
Mstep: Class 19 contains 18664 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140780 members 
Mstep: Class 23 contains 16422 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899264.000000 Penalty: 78895.390625
Iteration 452Q: 26 clusters Score -4.289926e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 3234 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 5414 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42575 members 
Mstep: Class 16 contains 7322 members 
Mstep: Class 17 contains 20083 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 18660 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140784 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899252.000000 Penalty: 78895.390625
Iteration 453Q: 26 clusters Score -4.289925e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3478 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 14235 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42575 members 
Mstep: Class 16 contains 7325 members 
Mstep: Class 17 contains 20083 members 
Mstep: Class 18 contains 6440 members 
Mstep: Class 19 contains 18658 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140783 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899196.000000 Penalty: 78895.390625
Iteration 454Q: 26 clusters Score -4.28992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3486 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 14235 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 18650 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140788 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899200.000000 Penalty: 78895.390625
Iteration 455Q: 26 clusters Score -4.28992e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 14234 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42573 members 
Mstep: Class 16 contains 7329 members 
Mstep: Class 17 contains 20083 members 
Mstep: Class 18 contains 6439 members 
Mstep: Class 19 contains 18635 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140799 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899232.000000 Penalty: 78895.390625
Iteration 456Q: 26 clusters Score -4.289923e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3484 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 14231 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 7329 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 6439 members 
Mstep: Class 19 contains 18630 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140810 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899216.000000 Penalty: 78895.390625
Iteration 457Q: 26 clusters Score -4.289922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3489 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 14227 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 7329 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140825 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899216.000000 Penalty: 78895.390625
Iteration 458Q: 26 clusters Score -4.289922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 14218 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10663 members 
Mstep: Class 15 contains 42573 members 
Mstep: Class 16 contains 7331 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 6437 members 
Mstep: Class 19 contains 18605 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140830 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899196.000000 Penalty: 78895.390625
Iteration 459Q: 26 clusters Score -4.28992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 14220 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42573 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18596 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140841 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899220.000000 Penalty: 78895.390625
Iteration 460F: 26 clusters Score -4.289922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 3234 members 
Mstep: Class 4 contains 14220 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42573 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20085 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18586 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140850 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899232.000000 Penalty: 78895.390625
Iteration 461Q: 26 clusters Score -4.289923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3502 members 
Mstep: Class 3 contains 3237 members 
Mstep: Class 4 contains 14222 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12693 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20085 members 
Mstep: Class 18 contains 6433 members 
Mstep: Class 19 contains 18583 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140851 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899232.000000 Penalty: 78895.390625
Iteration 462Q: 26 clusters Score -4.289923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3502 members 
Mstep: Class 3 contains 3239 members 
Mstep: Class 4 contains 14220 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 12693 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20085 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 18577 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140854 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899184.000000 Penalty: 78895.390625
Iteration 463Q: 26 clusters Score -4.289918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3506 members 
Mstep: Class 3 contains 3241 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 12693 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42571 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 6433 members 
Mstep: Class 19 contains 18571 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140859 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899192.000000 Penalty: 78895.390625
Iteration 464Q: 26 clusters Score -4.289919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 14210 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42569 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20089 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 18567 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140865 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899216.000000 Penalty: 78895.390625
Iteration 465Q: 26 clusters Score -4.289922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3511 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 14210 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42567 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20091 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 18562 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140868 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899236.000000 Penalty: 78895.390625
Iteration 466Q: 26 clusters Score -4.289924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 3236 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42567 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20088 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 18555 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140867 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899236.000000 Penalty: 78895.390625
Iteration 467Q: 26 clusters Score -4.289924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3520 members 
Mstep: Class 3 contains 3236 members 
Mstep: Class 4 contains 14218 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42567 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20088 members 
Mstep: Class 18 contains 6433 members 
Mstep: Class 19 contains 18549 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140866 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899228.000000 Penalty: 78895.390625
Iteration 468Q: 26 clusters Score -4.289923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3523 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 14220 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20088 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18543 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140868 members 
Mstep: Class 23 contains 16421 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899232.000000 Penalty: 78895.390625
Iteration 469Q: 26 clusters Score -4.289923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 3236 members 
Mstep: Class 4 contains 14224 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20087 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18538 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140870 members 
Mstep: Class 23 contains 16419 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899256.000000 Penalty: 78895.390625
Iteration 470Q: 26 clusters Score -4.289926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3521 members 
Mstep: Class 3 contains 3237 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20087 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18539 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140872 members 
Mstep: Class 23 contains 16419 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899256.000000 Penalty: 78895.390625
Iteration 471Q: 26 clusters Score -4.289926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3523 members 
Mstep: Class 3 contains 3238 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20087 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18539 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140872 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899280.000000 Penalty: 78895.390625
Iteration 472Q: 26 clusters Score -4.289928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20087 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18537 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140873 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899272.000000 Penalty: 78895.390625
Iteration 473Q: 26 clusters Score -4.289927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3521 members 
Mstep: Class 3 contains 3242 members 
Mstep: Class 4 contains 14218 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18535 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140874 members 
Mstep: Class 23 contains 16417 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899272.000000 Penalty: 78895.390625
Iteration 474Q: 26 clusters Score -4.289927e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 3243 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 5414 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18532 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140875 members 
Mstep: Class 23 contains 16417 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899272.000000 Penalty: 78895.390625
Iteration 475Q: 26 clusters Score -4.289927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3521 members 
Mstep: Class 3 contains 3242 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18527 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140882 members 
Mstep: Class 23 contains 16417 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899280.000000 Penalty: 78895.390625
Iteration 476Q: 26 clusters Score -4.289928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 3243 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 5417 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7250 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42569 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18523 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140887 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899244.000000 Penalty: 78895.390625
Iteration 477Q: 26 clusters Score -4.289924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 3242 members 
Mstep: Class 4 contains 14218 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12694 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7250 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20085 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18519 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140887 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899304.000000 Penalty: 78895.390625
Iteration 478Q: 26 clusters Score -4.28993e+07 nChanged 11
Entering ConstructFrom: 
Score: -42899304.000000 Penalty: 78895.390625
Entering ConstructFrom: 
Trying to split cluster 1 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -21230.089844 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -21230.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20146.205078 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -20146.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20236.216797 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -20236.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20274.533203 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -20274.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20286.378906 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -20286.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20297.146484 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -20297.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20304.400391 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -20304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20309.320312 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -20309.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20309.320312 Penalty: 2630.439209
	Iteration 7F: 3 clusters Score -20309.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -455831.250000 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -455831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -452273.906250 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -452273.9 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -453024.312500 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -453024.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -453199.812500 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -453199.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -453281.687500 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -453281.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -453324.875000 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -453324.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -453350.812500 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -453350.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -453380.250000 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -453380.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -453409.906250 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -453409.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -453433.406250 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -453433.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -453445.250000 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -453445.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -453453.968750 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -453454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -453461.031250 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -453461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -453470.093750 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -453470.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -453476.750000 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -453476.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453480.968750 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -453481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453484.031250 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -453484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453486.312500 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -453486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -453487.968750 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -453488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -453490.125000 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -453490.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -453495.125000 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -453495.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -453498.500000 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -453498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -453502.000000 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -453502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -453504.468750 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -453504.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -453508.656250 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -453508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -453510.062500 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -453510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -453514.593750 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -453514.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -453520.125000 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -453520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -453525.000000 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -453525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -453530.718750 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -453530.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -453534.750000 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -453534.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -453538.062500 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -453538.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -453542.250000 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -453542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -453543.937500 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -453543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -453546.000000 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -453546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453548.375000 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -453548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -453550.312500 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -453550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453550.750000 Penalty: 4050.443115
	Iteration 36Q: 3 clusters Score -453550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -453552.093750 Penalty: 4050.443115
	Iteration 37Q: 3 clusters Score -453552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -453554.937500 Penalty: 4050.443115
	Iteration 38Q: 3 clusters Score -453554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -453558.562500 Penalty: 4050.443115
	Iteration 39Q: 3 clusters Score -453558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -453562.250000 Penalty: 4050.443115
	Iteration 40F: 3 clusters Score -453562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453564.531250 Penalty: 4050.443115
	Iteration 41Q: 3 clusters Score -453564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -453565.406250 Penalty: 4050.443115
	Iteration 42Q: 3 clusters Score -453565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -453566.531250 Penalty: 4050.443115
	Iteration 43Q: 3 clusters Score -453566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -453567.281250 Penalty: 4050.443115
	Iteration 44Q: 3 clusters Score -453567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -453568.437500 Penalty: 4050.443115
	Iteration 45Q: 3 clusters Score -453568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -453570.031250 Penalty: 4050.443115
	Iteration 46Q: 3 clusters Score -453570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -453571.718750 Penalty: 4050.443115
	Iteration 47Q: 3 clusters Score -453571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -453573.125000 Penalty: 4050.443115
	Iteration 48Q: 3 clusters Score -453573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -453573.281250 Penalty: 4050.443115
	Iteration 49Q: 3 clusters Score -453573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -453574.781250 Penalty: 4050.443115
	Iteration 50Q: 3 clusters Score -453574.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -453574.781250 Penalty: 4050.443115
	Iteration 51F: 3 clusters Score -453574.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -402777.343750 Penalty: 2004.742065
	Iteration 0F: 2 clusters Score -402777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -399393.156250 Penalty: 4009.484131
	Iteration 0F: 3 clusters Score -399393.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -400072.062500 Penalty: 4009.484131
	Iteration 1F: 3 clusters Score -400072.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -400231.718750 Penalty: 4009.484131
	Iteration 2F: 3 clusters Score -400231.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -400338.937500 Penalty: 4009.484131
	Iteration 3Q: 3 clusters Score -400338.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -400408.937500 Penalty: 4009.484131
	Iteration 4Q: 3 clusters Score -400408.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -400463.156250 Penalty: 4009.484131
	Iteration 5Q: 3 clusters Score -400463.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -400503.875000 Penalty: 4009.484131
	Iteration 6Q: 3 clusters Score -400503.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -400543.218750 Penalty: 4009.484131
	Iteration 7Q: 3 clusters Score -400543.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -400573.000000 Penalty: 4009.484131
	Iteration 8Q: 3 clusters Score -400573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -400595.625000 Penalty: 4009.484131
	Iteration 9Q: 3 clusters Score -400595.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -400617.843750 Penalty: 4009.484131
	Iteration 10Q: 3 clusters Score -400617.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -400636.250000 Penalty: 4009.484131
	Iteration 11Q: 3 clusters Score -400636.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -400658.031250 Penalty: 4009.484131
	Iteration 12Q: 3 clusters Score -400658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -400675.437500 Penalty: 4009.484131
	Iteration 13Q: 3 clusters Score -400675.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -400686.406250 Penalty: 4009.484131
	Iteration 14Q: 3 clusters Score -400686.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -400695.218750 Penalty: 4009.484131
	Iteration 15Q: 3 clusters Score -400695.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -400702.343750 Penalty: 4009.484131
	Iteration 16Q: 3 clusters Score -400702.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -400710.250000 Penalty: 4009.484131
	Iteration 17Q: 3 clusters Score -400710.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -400713.093750 Penalty: 4009.484131
	Iteration 18Q: 3 clusters Score -400713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -400714.562500 Penalty: 4009.484131
	Iteration 19Q: 3 clusters Score -400714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -400715.031250 Penalty: 4009.484131
	Iteration 20F: 3 clusters Score -400715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -400715.468750 Penalty: 4009.484131
	Iteration 21Q: 3 clusters Score -400715.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -400718.531250 Penalty: 4009.484131
	Iteration 22Q: 3 clusters Score -400718.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -400721.187500 Penalty: 4009.484131
	Iteration 23Q: 3 clusters Score -400721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -400724.656250 Penalty: 4009.484131
	Iteration 24Q: 3 clusters Score -400724.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -400729.062500 Penalty: 4009.484131
	Iteration 25Q: 3 clusters Score -400729.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -400734.562500 Penalty: 4009.484131
	Iteration 26Q: 3 clusters Score -400734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -400740.187500 Penalty: 4009.484131
	Iteration 27Q: 3 clusters Score -400740.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -400743.187500 Penalty: 4009.484131
	Iteration 28Q: 3 clusters Score -400743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -400746.531250 Penalty: 4009.484131
	Iteration 29Q: 3 clusters Score -400746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -400750.312500 Penalty: 4009.484131
	Iteration 30Q: 3 clusters Score -400750.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -400752.562500 Penalty: 4009.484131
	Iteration 31Q: 3 clusters Score -400752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -400753.875000 Penalty: 4009.484131
	Iteration 32Q: 3 clusters Score -400753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -400755.156250 Penalty: 4009.484131
	Iteration 33Q: 3 clusters Score -400755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -400757.250000 Penalty: 4009.484131
	Iteration 34Q: 3 clusters Score -400757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -400758.750000 Penalty: 4009.484131
	Iteration 35Q: 3 clusters Score -400758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -400760.125000 Penalty: 4009.484131
	Iteration 36Q: 3 clusters Score -400760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -400762.687500 Penalty: 4009.484131
	Iteration 37Q: 3 clusters Score -400762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -400763.250000 Penalty: 4009.484131
	Iteration 38Q: 3 clusters Score -400763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -400764.343750 Penalty: 4009.484131
	Iteration 39Q: 3 clusters Score -400764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -400764.968750 Penalty: 4009.484131
	Iteration 40F: 3 clusters Score -400765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -400765.718750 Penalty: 4009.484131
	Iteration 41Q: 3 clusters Score -400765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -400766.031250 Penalty: 4009.484131
	Iteration 42Q: 3 clusters Score -400766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -400766.750000 Penalty: 4009.484131
	Iteration 43Q: 3 clusters Score -400766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -400766.750000 Penalty: 4009.484131
	Iteration 44F: 3 clusters Score -400766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Entering Unmasked Estep 
Score: -1755171.000000 Penalty: 2371.458740
	Iteration 0F: 2 clusters Score -1755171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1744748.750000 Penalty: 4742.917480
	Iteration 0F: 3 clusters Score -1744749 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1747932.375000 Penalty: 4742.917480
	Iteration 1F: 3 clusters Score -1747932 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1748353.375000 Penalty: 4742.917480
	Iteration 2F: 3 clusters Score -1748353 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1748697.625000 Penalty: 4742.917480
	Iteration 3F: 3 clusters Score -1748698 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1748991.000000 Penalty: 4742.917480
	Iteration 4Q: 3 clusters Score -1748991 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1749278.875000 Penalty: 4742.917480
	Iteration 5Q: 3 clusters Score -1749279 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1749580.750000 Penalty: 4742.917480
	Iteration 6Q: 3 clusters Score -1749581 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1749943.000000 Penalty: 4742.917480
	Iteration 7Q: 3 clusters Score -1749943 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1750354.375000 Penalty: 4742.917480
	Iteration 8Q: 3 clusters Score -1750354 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1750829.250000 Penalty: 4742.917480
	Iteration 9Q: 3 clusters Score -1750829 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1751332.000000 Penalty: 4742.917480
	Iteration 10Q: 3 clusters Score -1751332 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1751817.625000 Penalty: 4742.917480
	Iteration 11Q: 3 clusters Score -1751818 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1752267.875000 Penalty: 4742.917480
	Iteration 12Q: 3 clusters Score -1752268 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1752619.625000 Penalty: 4742.917480
	Iteration 13Q: 3 clusters Score -1752620 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1752826.875000 Penalty: 4742.917480
	Iteration 14Q: 3 clusters Score -1752827 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1752926.000000 Penalty: 4742.917480
	Iteration 15Q: 3 clusters Score -1752926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1752989.250000 Penalty: 4742.917480
	Iteration 16Q: 3 clusters Score -1752989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1753048.875000 Penalty: 4742.917480
	Iteration 17Q: 3 clusters Score -1753049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1753077.375000 Penalty: 4742.917480
	Iteration 18Q: 3 clusters Score -1753077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1753102.875000 Penalty: 4742.917480
	Iteration 19Q: 3 clusters Score -1753103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1753111.125000 Penalty: 4742.917480
	Iteration 20F: 3 clusters Score -1753111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1753123.125000 Penalty: 4742.917480
	Iteration 21Q: 3 clusters Score -1753123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1753126.625000 Penalty: 4742.917480
	Iteration 22Q: 3 clusters Score -1753127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1753130.500000 Penalty: 4742.917480
	Iteration 23Q: 3 clusters Score -1753130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1753133.375000 Penalty: 4742.917480
	Iteration 24Q: 3 clusters Score -1753133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1753139.500000 Penalty: 4742.917480
	Iteration 25Q: 3 clusters Score -1753140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1753146.125000 Penalty: 4742.917480
	Iteration 26Q: 3 clusters Score -1753146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1753150.875000 Penalty: 4742.917480
	Iteration 27Q: 3 clusters Score -1753151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1753154.000000 Penalty: 4742.917480
	Iteration 28Q: 3 clusters Score -1753154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1753156.500000 Penalty: 4742.917480
	Iteration 29Q: 3 clusters Score -1753156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1753158.625000 Penalty: 4742.917480
	Iteration 30Q: 3 clusters Score -1753159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1753159.125000 Penalty: 4742.917480
	Iteration 31Q: 3 clusters Score -1753159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1753158.250000 Penalty: 4742.917480
	Iteration 32Q: 3 clusters Score -1753158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1753157.750000 Penalty: 4742.917480
	Iteration 33Q: 3 clusters Score -1753158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1753157.750000 Penalty: 4742.917480
	Iteration 34F: 3 clusters Score -1753158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -652003.562500 Penalty: 2132.175537
	Iteration 0F: 2 clusters Score -652003.6 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 2720 members 
Entering Unmasked Estep 
Score: -647281.500000 Penalty: 4264.351074
	Iteration 0F: 3 clusters Score -647281.5 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -648497.375000 Penalty: 4264.351074
	Iteration 1F: 3 clusters Score -648497.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -648709.125000 Penalty: 4264.351074
	Iteration 2F: 3 clusters Score -648709.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -648834.000000 Penalty: 4264.351074
	Iteration 3Q: 3 clusters Score -648834 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -648925.687500 Penalty: 4264.351074
	Iteration 4Q: 3 clusters Score -648925.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -649001.937500 Penalty: 4264.351074
	Iteration 5Q: 3 clusters Score -649001.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -649052.187500 Penalty: 4264.351074
	Iteration 6Q: 3 clusters Score -649052.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -649101.125000 Penalty: 4264.351074
	Iteration 7Q: 3 clusters Score -649101.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -649151.062500 Penalty: 4264.351074
	Iteration 8Q: 3 clusters Score -649151.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -649201.937500 Penalty: 4264.351074
	Iteration 9Q: 3 clusters Score -649201.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -649248.187500 Penalty: 4264.351074
	Iteration 10Q: 3 clusters Score -649248.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -649299.500000 Penalty: 4264.351074
	Iteration 11Q: 3 clusters Score -649299.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -649342.937500 Penalty: 4264.351074
	Iteration 12Q: 3 clusters Score -649342.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -649395.062500 Penalty: 4264.351074
	Iteration 13Q: 3 clusters Score -649395.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -649446.500000 Penalty: 4264.351074
	Iteration 14Q: 3 clusters Score -649446.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -649492.812500 Penalty: 4264.351074
	Iteration 15Q: 3 clusters Score -649492.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -649542.500000 Penalty: 4264.351074
	Iteration 16Q: 3 clusters Score -649542.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -649590.500000 Penalty: 4264.351074
	Iteration 17Q: 3 clusters Score -649590.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -649638.000000 Penalty: 4264.351074
	Iteration 18Q: 3 clusters Score -649638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -649682.062500 Penalty: 4264.351074
	Iteration 19Q: 3 clusters Score -649682.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -649716.687500 Penalty: 4264.351074
	Iteration 20F: 3 clusters Score -649716.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -649758.500000 Penalty: 4264.351074
	Iteration 21Q: 3 clusters Score -649758.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -649806.875000 Penalty: 4264.351074
	Iteration 22Q: 3 clusters Score -649806.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -649849.562500 Penalty: 4264.351074
	Iteration 23Q: 3 clusters Score -649849.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -649894.812500 Penalty: 4264.351074
	Iteration 24Q: 3 clusters Score -649894.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -649936.625000 Penalty: 4264.351074
	Iteration 25Q: 3 clusters Score -649936.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -649969.000000 Penalty: 4264.351074
	Iteration 26Q: 3 clusters Score -649969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -649997.000000 Penalty: 4264.351074
	Iteration 27Q: 3 clusters Score -649997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -650026.625000 Penalty: 4264.351074
	Iteration 28Q: 3 clusters Score -650026.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -650051.000000 Penalty: 4264.351074
	Iteration 29Q: 3 clusters Score -650051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -650065.437500 Penalty: 4264.351074
	Iteration 30Q: 3 clusters Score -650065.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -650079.562500 Penalty: 4264.351074
	Iteration 31Q: 3 clusters Score -650079.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -650095.312500 Penalty: 4264.351074
	Iteration 32Q: 3 clusters Score -650095.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -650108.437500 Penalty: 4264.351074
	Iteration 33Q: 3 clusters Score -650108.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -650125.000000 Penalty: 4264.351074
	Iteration 34Q: 3 clusters Score -650125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -650141.250000 Penalty: 4264.351074
	Iteration 35Q: 3 clusters Score -650141.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -650156.312500 Penalty: 4264.351074
	Iteration 36Q: 3 clusters Score -650156.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -650173.875000 Penalty: 4264.351074
	Iteration 37Q: 3 clusters Score -650173.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -650193.312500 Penalty: 4264.351074
	Iteration 38Q: 3 clusters Score -650193.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -650210.562500 Penalty: 4264.351074
	Iteration 39Q: 3 clusters Score -650210.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -650222.125000 Penalty: 4264.351074
	Iteration 40F: 3 clusters Score -650222.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -650229.250000 Penalty: 4264.351074
	Iteration 41Q: 3 clusters Score -650229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -650235.625000 Penalty: 4264.351074
	Iteration 42Q: 3 clusters Score -650235.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -650245.875000 Penalty: 4264.351074
	Iteration 43Q: 3 clusters Score -650245.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -650256.062500 Penalty: 4264.351074
	Iteration 44Q: 3 clusters Score -650256.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -650265.062500 Penalty: 4264.351074
	Iteration 45Q: 3 clusters Score -650265.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -650277.375000 Penalty: 4264.351074
	Iteration 46Q: 3 clusters Score -650277.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -650290.375000 Penalty: 4264.351074
	Iteration 47Q: 3 clusters Score -650290.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -650296.750000 Penalty: 4264.351074
	Iteration 48Q: 3 clusters Score -650296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -650305.250000 Penalty: 4264.351074
	Iteration 49Q: 3 clusters Score -650305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -650309.187500 Penalty: 4264.351074
	Iteration 50Q: 3 clusters Score -650309.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -650313.187500 Penalty: 4264.351074
	Iteration 51Q: 3 clusters Score -650313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -650314.250000 Penalty: 4264.351074
	Iteration 52Q: 3 clusters Score -650314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -650314.125000 Penalty: 4264.351074
	Iteration 53Q: 3 clusters Score -650314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -650314.125000 Penalty: 4264.351074
	Iteration 54F: 3 clusters Score -650314.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -98464.906250 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -98464.91 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 431 members 
Entering Unmasked Estep 
Score: -96795.148438 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -96795.15 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97164.132812 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -97164.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -97313.531250 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -97313.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97414.179688 Penalty: 3339.176514
	Iteration 3Q: 3 clusters Score -97414.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -97481.726562 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -97481.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -97505.328125 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -97505.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -97518.281250 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -97518.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -97523.101562 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -97523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -97526.546875 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -97526.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -97532.007812 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -97532.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -97535.171875 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -97535.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -97536.335938 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -97536.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -97537.000000 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -97537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -97537.000000 Penalty: 3339.176514
	Iteration 13F: 3 clusters Score -97537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Entering Unmasked Estep 
Score: -955897.125000 Penalty: 2205.946045
	Iteration 0F: 2 clusters Score -955897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -949882.062500 Penalty: 4411.892090
	Iteration 0F: 3 clusters Score -949882.1 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -951459.375000 Penalty: 4411.892090
	Iteration 1F: 3 clusters Score -951459.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -951677.187500 Penalty: 4411.892090
	Iteration 2F: 3 clusters Score -951677.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -951813.750000 Penalty: 4411.892090
	Iteration 3Q: 3 clusters Score -951813.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -951912.125000 Penalty: 4411.892090
	Iteration 4Q: 3 clusters Score -951912.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -951991.750000 Penalty: 4411.892090
	Iteration 5Q: 3 clusters Score -951991.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -952059.000000 Penalty: 4411.892090
	Iteration 6Q: 3 clusters Score -952059 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -952112.875000 Penalty: 4411.892090
	Iteration 7Q: 3 clusters Score -952112.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -952162.250000 Penalty: 4411.892090
	Iteration 8Q: 3 clusters Score -952162.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -952212.000000 Penalty: 4411.892090
	Iteration 9Q: 3 clusters Score -952212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -952267.562500 Penalty: 4411.892090
	Iteration 10Q: 3 clusters Score -952267.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -952328.500000 Penalty: 4411.892090
	Iteration 11Q: 3 clusters Score -952328.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -952379.125000 Penalty: 4411.892090
	Iteration 12Q: 3 clusters Score -952379.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -952430.875000 Penalty: 4411.892090
	Iteration 13Q: 3 clusters Score -952430.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -952484.937500 Penalty: 4411.892090
	Iteration 14Q: 3 clusters Score -952484.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -952544.000000 Penalty: 4411.892090
	Iteration 15Q: 3 clusters Score -952544 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -952617.937500 Penalty: 4411.892090
	Iteration 16Q: 3 clusters Score -952617.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -952701.500000 Penalty: 4411.892090
	Iteration 17Q: 3 clusters Score -952701.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -952783.812500 Penalty: 4411.892090
	Iteration 18Q: 3 clusters Score -952783.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -952863.250000 Penalty: 4411.892090
	Iteration 19Q: 3 clusters Score -952863.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -952953.250000 Penalty: 4411.892090
	Iteration 20F: 3 clusters Score -952953.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -953083.187500 Penalty: 4411.892090
	Iteration 21Q: 3 clusters Score -953083.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -953227.875000 Penalty: 4411.892090
	Iteration 22Q: 3 clusters Score -953227.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -953350.625000 Penalty: 4411.892090
	Iteration 23Q: 3 clusters Score -953350.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -953467.937500 Penalty: 4411.892090
	Iteration 24Q: 3 clusters Score -953467.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -953562.812500 Penalty: 4411.892090
	Iteration 25Q: 3 clusters Score -953562.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -953654.250000 Penalty: 4411.892090
	Iteration 26Q: 3 clusters Score -953654.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -953722.562500 Penalty: 4411.892090
	Iteration 27Q: 3 clusters Score -953722.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -953773.562500 Penalty: 4411.892090
	Iteration 28Q: 3 clusters Score -953773.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -953808.250000 Penalty: 4411.892090
	Iteration 29Q: 3 clusters Score -953808.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -953839.187500 Penalty: 4411.892090
	Iteration 30Q: 3 clusters Score -953839.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -953863.562500 Penalty: 4411.892090
	Iteration 31Q: 3 clusters Score -953863.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -953878.562500 Penalty: 4411.892090
	Iteration 32Q: 3 clusters Score -953878.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -953890.812500 Penalty: 4411.892090
	Iteration 33Q: 3 clusters Score -953890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -953895.812500 Penalty: 4411.892090
	Iteration 34Q: 3 clusters Score -953895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -953901.250000 Penalty: 4411.892090
	Iteration 35Q: 3 clusters Score -953901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -953902.125000 Penalty: 4411.892090
	Iteration 36Q: 3 clusters Score -953902.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -953902.937500 Penalty: 4411.892090
	Iteration 37Q: 3 clusters Score -953902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -953904.187500 Penalty: 4411.892090
	Iteration 38Q: 3 clusters Score -953904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -953910.187500 Penalty: 4411.892090
	Iteration 39Q: 3 clusters Score -953910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -953909.437500 Penalty: 4411.892090
	Iteration 40F: 3 clusters Score -953909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -953909.125000 Penalty: 4411.892090
	Iteration 41Q: 3 clusters Score -953909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -953908.750000 Penalty: 4411.892090
	Iteration 42Q: 3 clusters Score -953908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -953908.187500 Penalty: 4411.892090
	Iteration 43Q: 3 clusters Score -953908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -953908.187500 Penalty: 4411.892090
	Iteration 44F: 3 clusters Score -953908.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Entering Unmasked Estep 
Score: -1673910.250000 Penalty: 2343.342773
	Iteration 0F: 2 clusters Score -1673910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1664525.875000 Penalty: 4686.685547
	Iteration 0F: 3 clusters Score -1664526 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1667365.750000 Penalty: 4686.685547
	Iteration 1F: 3 clusters Score -1667366 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1667728.875000 Penalty: 4686.685547
	Iteration 2F: 3 clusters Score -1667729 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1668059.625000 Penalty: 4686.685547
	Iteration 3F: 3 clusters Score -1668060 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1668455.625000 Penalty: 4686.685547
	Iteration 4F: 3 clusters Score -1668456 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1668935.625000 Penalty: 4686.685547
	Iteration 5F: 3 clusters Score -1668936 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1669466.750000 Penalty: 4686.685547
	Iteration 6F: 3 clusters Score -1669467 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1669974.625000 Penalty: 4686.685547
	Iteration 7F: 3 clusters Score -1669975 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1670411.125000 Penalty: 4686.685547
	Iteration 8Q: 3 clusters Score -1670411 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1670779.500000 Penalty: 4686.685547
	Iteration 9Q: 3 clusters Score -1670780 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1671077.875000 Penalty: 4686.685547
	Iteration 10Q: 3 clusters Score -1671078 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1671306.250000 Penalty: 4686.685547
	Iteration 11Q: 3 clusters Score -1671306 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1671481.125000 Penalty: 4686.685547
	Iteration 12Q: 3 clusters Score -1671481 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1671640.875000 Penalty: 4686.685547
	Iteration 13Q: 3 clusters Score -1671641 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1671747.875000 Penalty: 4686.685547
	Iteration 14Q: 3 clusters Score -1671748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1671827.000000 Penalty: 4686.685547
	Iteration 15Q: 3 clusters Score -1671827 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1671877.875000 Penalty: 4686.685547
	Iteration 16Q: 3 clusters Score -1671878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1671914.125000 Penalty: 4686.685547
	Iteration 17Q: 3 clusters Score -1671914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1671941.875000 Penalty: 4686.685547
	Iteration 18Q: 3 clusters Score -1671942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1671955.125000 Penalty: 4686.685547
	Iteration 19Q: 3 clusters Score -1671955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1671965.125000 Penalty: 4686.685547
	Iteration 20F: 3 clusters Score -1671965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1671982.750000 Penalty: 4686.685547
	Iteration 21Q: 3 clusters Score -1671983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1671988.500000 Penalty: 4686.685547
	Iteration 22Q: 3 clusters Score -1671988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1671995.875000 Penalty: 4686.685547
	Iteration 23Q: 3 clusters Score -1671996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1671995.875000 Penalty: 4686.685547
	Iteration 24Q: 3 clusters Score -1671996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1671995.000000 Penalty: 4686.685547
	Iteration 25Q: 3 clusters Score -1671995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1671995.000000 Penalty: 4686.685547
	Iteration 26F: 3 clusters Score -1671995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -481652.968750 Penalty: 2042.303833
	Iteration 0F: 2 clusters Score -481653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -477893.250000 Penalty: 4084.607666
	Iteration 0F: 3 clusters Score -477893.2 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -478751.312500 Penalty: 4084.607666
	Iteration 1F: 3 clusters Score -478751.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -478959.687500 Penalty: 4084.607666
	Iteration 2F: 3 clusters Score -478959.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -479094.531250 Penalty: 4084.607666
	Iteration 3Q: 3 clusters Score -479094.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -479197.125000 Penalty: 4084.607666
	Iteration 4Q: 3 clusters Score -479197.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -479276.531250 Penalty: 4084.607666
	Iteration 5Q: 3 clusters Score -479276.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -479355.125000 Penalty: 4084.607666
	Iteration 6Q: 3 clusters Score -479355.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -479401.843750 Penalty: 4084.607666
	Iteration 7Q: 3 clusters Score -479401.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -479447.687500 Penalty: 4084.607666
	Iteration 8Q: 3 clusters Score -479447.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -479487.062500 Penalty: 4084.607666
	Iteration 9Q: 3 clusters Score -479487.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -479510.500000 Penalty: 4084.607666
	Iteration 10Q: 3 clusters Score -479510.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -479525.312500 Penalty: 4084.607666
	Iteration 11Q: 3 clusters Score -479525.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -479537.718750 Penalty: 4084.607666
	Iteration 12Q: 3 clusters Score -479537.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -479549.437500 Penalty: 4084.607666
	Iteration 13Q: 3 clusters Score -479549.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -479560.187500 Penalty: 4084.607666
	Iteration 14Q: 3 clusters Score -479560.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -479574.156250 Penalty: 4084.607666
	Iteration 15Q: 3 clusters Score -479574.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -479583.000000 Penalty: 4084.607666
	Iteration 16Q: 3 clusters Score -479583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -479589.531250 Penalty: 4084.607666
	Iteration 17Q: 3 clusters Score -479589.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -479594.062500 Penalty: 4084.607666
	Iteration 18Q: 3 clusters Score -479594.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -479600.343750 Penalty: 4084.607666
	Iteration 19Q: 3 clusters Score -479600.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -479613.062500 Penalty: 4084.607666
	Iteration 20F: 3 clusters Score -479613.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -479623.312500 Penalty: 4084.607666
	Iteration 21Q: 3 clusters Score -479623.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -479630.531250 Penalty: 4084.607666
	Iteration 22Q: 3 clusters Score -479630.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -479643.218750 Penalty: 4084.607666
	Iteration 23Q: 3 clusters Score -479643.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -479653.031250 Penalty: 4084.607666
	Iteration 24Q: 3 clusters Score -479653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -479663.093750 Penalty: 4084.607666
	Iteration 25Q: 3 clusters Score -479663.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -479673.062500 Penalty: 4084.607666
	Iteration 26Q: 3 clusters Score -479673.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -479678.937500 Penalty: 4084.607666
	Iteration 27Q: 3 clusters Score -479678.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -479682.843750 Penalty: 4084.607666
	Iteration 28Q: 3 clusters Score -479682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -479684.250000 Penalty: 4084.607666
	Iteration 29Q: 3 clusters Score -479684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -479685.625000 Penalty: 4084.607666
	Iteration 30Q: 3 clusters Score -479685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -479687.937500 Penalty: 4084.607666
	Iteration 31Q: 3 clusters Score -479687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -479690.656250 Penalty: 4084.607666
	Iteration 32Q: 3 clusters Score -479690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -479695.750000 Penalty: 4084.607666
	Iteration 33Q: 3 clusters Score -479695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -479698.937500 Penalty: 4084.607666
	Iteration 34Q: 3 clusters Score -479698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -479704.250000 Penalty: 4084.607666
	Iteration 35Q: 3 clusters Score -479704.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -479709.000000 Penalty: 4084.607666
	Iteration 36Q: 3 clusters Score -479709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -479716.562500 Penalty: 4084.607666
	Iteration 37Q: 3 clusters Score -479716.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -479723.218750 Penalty: 4084.607666
	Iteration 38Q: 3 clusters Score -479723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -479726.031250 Penalty: 4084.607666
	Iteration 39Q: 3 clusters Score -479726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -479727.593750 Penalty: 4084.607666
	Iteration 40F: 3 clusters Score -479727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -479729.250000 Penalty: 4084.607666
	Iteration 41Q: 3 clusters Score -479729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -479731.687500 Penalty: 4084.607666
	Iteration 42Q: 3 clusters Score -479731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -479730.906250 Penalty: 4084.607666
	Iteration 43Q: 3 clusters Score -479730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -479731.843750 Penalty: 4084.607666
	Iteration 44Q: 3 clusters Score -479731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -479732.812500 Penalty: 4084.607666
	Iteration 45Q: 3 clusters Score -479732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -479732.812500 Penalty: 4084.607666
	Iteration 46F: 3 clusters Score -479732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -937916.812500 Penalty: 2204.411621
	Iteration 0F: 2 clusters Score -937916.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -932027.562500 Penalty: 4408.823242
	Iteration 0F: 3 clusters Score -932027.6 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -933637.500000 Penalty: 4408.823242
	Iteration 1F: 3 clusters Score -933637.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -933987.687500 Penalty: 4408.823242
	Iteration 2F: 3 clusters Score -933987.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -934265.000000 Penalty: 4408.823242
	Iteration 3F: 3 clusters Score -934265 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -934501.562500 Penalty: 4408.823242
	Iteration 4Q: 3 clusters Score -934501.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -934719.437500 Penalty: 4408.823242
	Iteration 5Q: 3 clusters Score -934719.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -934912.000000 Penalty: 4408.823242
	Iteration 6Q: 3 clusters Score -934912 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -935103.562500 Penalty: 4408.823242
	Iteration 7Q: 3 clusters Score -935103.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -935305.062500 Penalty: 4408.823242
	Iteration 8Q: 3 clusters Score -935305.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -935509.937500 Penalty: 4408.823242
	Iteration 9Q: 3 clusters Score -935509.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -935688.500000 Penalty: 4408.823242
	Iteration 10Q: 3 clusters Score -935688.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -935808.250000 Penalty: 4408.823242
	Iteration 11Q: 3 clusters Score -935808.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -935899.750000 Penalty: 4408.823242
	Iteration 12Q: 3 clusters Score -935899.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -935978.687500 Penalty: 4408.823242
	Iteration 13Q: 3 clusters Score -935978.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -936036.250000 Penalty: 4408.823242
	Iteration 14Q: 3 clusters Score -936036.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -936080.312500 Penalty: 4408.823242
	Iteration 15Q: 3 clusters Score -936080.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -936109.187500 Penalty: 4408.823242
	Iteration 16Q: 3 clusters Score -936109.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -936132.062500 Penalty: 4408.823242
	Iteration 17Q: 3 clusters Score -936132.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -936150.750000 Penalty: 4408.823242
	Iteration 18Q: 3 clusters Score -936150.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -936165.437500 Penalty: 4408.823242
	Iteration 19Q: 3 clusters Score -936165.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -936175.812500 Penalty: 4408.823242
	Iteration 20F: 3 clusters Score -936175.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -936182.750000 Penalty: 4408.823242
	Iteration 21Q: 3 clusters Score -936182.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -936186.937500 Penalty: 4408.823242
	Iteration 22Q: 3 clusters Score -936186.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -936191.312500 Penalty: 4408.823242
	Iteration 23Q: 3 clusters Score -936191.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -936195.937500 Penalty: 4408.823242
	Iteration 24Q: 3 clusters Score -936195.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -936200.750000 Penalty: 4408.823242
	Iteration 25Q: 3 clusters Score -936200.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -936203.562500 Penalty: 4408.823242
	Iteration 26Q: 3 clusters Score -936203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -936208.437500 Penalty: 4408.823242
	Iteration 27Q: 3 clusters Score -936208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -936210.562500 Penalty: 4408.823242
	Iteration 28Q: 3 clusters Score -936210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -936210.375000 Penalty: 4408.823242
	Iteration 29Q: 3 clusters Score -936210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -936211.750000 Penalty: 4408.823242
	Iteration 30Q: 3 clusters Score -936211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -936213.125000 Penalty: 4408.823242
	Iteration 31Q: 3 clusters Score -936213.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -936213.125000 Penalty: 4408.823242
	Iteration 32F: 3 clusters Score -936213.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -742151.687500 Penalty: 2158.304932
	Iteration 0F: 2 clusters Score -742151.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -736915.125000 Penalty: 4316.609863
	Iteration 0F: 3 clusters Score -736915.1 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -738415.750000 Penalty: 4316.609863
	Iteration 1F: 3 clusters Score -738415.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -738859.687500 Penalty: 4316.609863
	Iteration 2F: 3 clusters Score -738859.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -739223.500000 Penalty: 4316.609863
	Iteration 3F: 3 clusters Score -739223.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -739474.875000 Penalty: 4316.609863
	Iteration 4F: 3 clusters Score -739474.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -739666.875000 Penalty: 4316.609863
	Iteration 5Q: 3 clusters Score -739666.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -739800.812500 Penalty: 4316.609863
	Iteration 6Q: 3 clusters Score -739800.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -739908.250000 Penalty: 4316.609863
	Iteration 7Q: 3 clusters Score -739908.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -739998.875000 Penalty: 4316.609863
	Iteration 8Q: 3 clusters Score -739998.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -740079.687500 Penalty: 4316.609863
	Iteration 9Q: 3 clusters Score -740079.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -740165.625000 Penalty: 4316.609863
	Iteration 10Q: 3 clusters Score -740165.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -740237.187500 Penalty: 4316.609863
	Iteration 11Q: 3 clusters Score -740237.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -740296.562500 Penalty: 4316.609863
	Iteration 12Q: 3 clusters Score -740296.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -740354.937500 Penalty: 4316.609863
	Iteration 13Q: 3 clusters Score -740354.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -740419.750000 Penalty: 4316.609863
	Iteration 14Q: 3 clusters Score -740419.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -740481.312500 Penalty: 4316.609863
	Iteration 15Q: 3 clusters Score -740481.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -740530.312500 Penalty: 4316.609863
	Iteration 16Q: 3 clusters Score -740530.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -740570.687500 Penalty: 4316.609863
	Iteration 17Q: 3 clusters Score -740570.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -740600.250000 Penalty: 4316.609863
	Iteration 18Q: 3 clusters Score -740600.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -740630.437500 Penalty: 4316.609863
	Iteration 19Q: 3 clusters Score -740630.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -740664.875000 Penalty: 4316.609863
	Iteration 20F: 3 clusters Score -740664.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -740690.687500 Penalty: 4316.609863
	Iteration 21Q: 3 clusters Score -740690.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -740714.562500 Penalty: 4316.609863
	Iteration 22Q: 3 clusters Score -740714.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -740745.062500 Penalty: 4316.609863
	Iteration 23Q: 3 clusters Score -740745.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -740766.687500 Penalty: 4316.609863
	Iteration 24Q: 3 clusters Score -740766.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -740786.562500 Penalty: 4316.609863
	Iteration 25Q: 3 clusters Score -740786.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -740804.687500 Penalty: 4316.609863
	Iteration 26Q: 3 clusters Score -740804.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -740836.500000 Penalty: 4316.609863
	Iteration 27Q: 3 clusters Score -740836.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -740873.500000 Penalty: 4316.609863
	Iteration 28Q: 3 clusters Score -740873.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -740919.187500 Penalty: 4316.609863
	Iteration 29Q: 3 clusters Score -740919.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -740957.687500 Penalty: 4316.609863
	Iteration 30Q: 3 clusters Score -740957.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -740994.062500 Penalty: 4316.609863
	Iteration 31Q: 3 clusters Score -740994.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -741013.312500 Penalty: 4316.609863
	Iteration 32Q: 3 clusters Score -741013.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -741028.812500 Penalty: 4316.609863
	Iteration 33Q: 3 clusters Score -741028.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -741037.187500 Penalty: 4316.609863
	Iteration 34Q: 3 clusters Score -741037.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -741049.000000 Penalty: 4316.609863
	Iteration 35Q: 3 clusters Score -741049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -741059.687500 Penalty: 4316.609863
	Iteration 36Q: 3 clusters Score -741059.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -741066.375000 Penalty: 4316.609863
	Iteration 37Q: 3 clusters Score -741066.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -741078.187500 Penalty: 4316.609863
	Iteration 38Q: 3 clusters Score -741078.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -741081.875000 Penalty: 4316.609863
	Iteration 39Q: 3 clusters Score -741081.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -741089.875000 Penalty: 4316.609863
	Iteration 40F: 3 clusters Score -741089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -741090.312500 Penalty: 4316.609863
	Iteration 41Q: 3 clusters Score -741090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -741091.937500 Penalty: 4316.609863
	Iteration 42Q: 3 clusters Score -741091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -741092.500000 Penalty: 4316.609863
	Iteration 43Q: 3 clusters Score -741092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -741094.312500 Penalty: 4316.609863
	Iteration 44Q: 3 clusters Score -741094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -741095.312500 Penalty: 4316.609863
	Iteration 45Q: 3 clusters Score -741095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -741096.250000 Penalty: 4316.609863
	Iteration 46Q: 3 clusters Score -741096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -741099.250000 Penalty: 4316.609863
	Iteration 47Q: 3 clusters Score -741099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -741101.312500 Penalty: 4316.609863
	Iteration 48Q: 3 clusters Score -741101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -741104.250000 Penalty: 4316.609863
	Iteration 49Q: 3 clusters Score -741104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -741107.000000 Penalty: 4316.609863
	Iteration 50Q: 3 clusters Score -741107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -741108.812500 Penalty: 4316.609863
	Iteration 51Q: 3 clusters Score -741108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -741111.812500 Penalty: 4316.609863
	Iteration 52Q: 3 clusters Score -741111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -741115.250000 Penalty: 4316.609863
	Iteration 53Q: 3 clusters Score -741115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -741117.062500 Penalty: 4316.609863
	Iteration 54Q: 3 clusters Score -741117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -741120.125000 Penalty: 4316.609863
	Iteration 55Q: 3 clusters Score -741120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -741123.375000 Penalty: 4316.609863
	Iteration 56Q: 3 clusters Score -741123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -741122.375000 Penalty: 4316.609863
	Iteration 57Q: 3 clusters Score -741122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -741122.375000 Penalty: 4316.609863
	Iteration 58F: 3 clusters Score -741122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -248194.968750 Penalty: 1871.256592
	Iteration 0F: 2 clusters Score -248195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -245600.609375 Penalty: 3742.513184
	Iteration 0F: 3 clusters Score -245600.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -246068.968750 Penalty: 3742.513184
	Iteration 1F: 3 clusters Score -246069 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -246204.734375 Penalty: 3742.513184
	Iteration 2F: 3 clusters Score -246204.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -246276.406250 Penalty: 3742.513184
	Iteration 3Q: 3 clusters Score -246276.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -246332.421875 Penalty: 3742.513184
	Iteration 4Q: 3 clusters Score -246332.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -246382.312500 Penalty: 3742.513184
	Iteration 5Q: 3 clusters Score -246382.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -246405.296875 Penalty: 3742.513184
	Iteration 6Q: 3 clusters Score -246405.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -246425.515625 Penalty: 3742.513184
	Iteration 7Q: 3 clusters Score -246425.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -246448.421875 Penalty: 3742.513184
	Iteration 8Q: 3 clusters Score -246448.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -246465.125000 Penalty: 3742.513184
	Iteration 9Q: 3 clusters Score -246465.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -246481.921875 Penalty: 3742.513184
	Iteration 10Q: 3 clusters Score -246481.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -246504.859375 Penalty: 3742.513184
	Iteration 11Q: 3 clusters Score -246504.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -246534.843750 Penalty: 3742.513184
	Iteration 12Q: 3 clusters Score -246534.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -246575.046875 Penalty: 3742.513184
	Iteration 13Q: 3 clusters Score -246575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -246614.531250 Penalty: 3742.513184
	Iteration 14Q: 3 clusters Score -246614.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -246643.906250 Penalty: 3742.513184
	Iteration 15Q: 3 clusters Score -246643.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -246667.578125 Penalty: 3742.513184
	Iteration 16Q: 3 clusters Score -246667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -246687.375000 Penalty: 3742.513184
	Iteration 17Q: 3 clusters Score -246687.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -246704.234375 Penalty: 3742.513184
	Iteration 18Q: 3 clusters Score -246704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -246710.625000 Penalty: 3742.513184
	Iteration 19Q: 3 clusters Score -246710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -246723.812500 Penalty: 3742.513184
	Iteration 20F: 3 clusters Score -246723.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -246732.812500 Penalty: 3742.513184
	Iteration 21Q: 3 clusters Score -246732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -246737.015625 Penalty: 3742.513184
	Iteration 22Q: 3 clusters Score -246737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -246742.015625 Penalty: 3742.513184
	Iteration 23Q: 3 clusters Score -246742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -246752.093750 Penalty: 3742.513184
	Iteration 24Q: 3 clusters Score -246752.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -246759.671875 Penalty: 3742.513184
	Iteration 25Q: 3 clusters Score -246759.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -246770.000000 Penalty: 3742.513184
	Iteration 26Q: 3 clusters Score -246770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -246776.921875 Penalty: 3742.513184
	Iteration 27Q: 3 clusters Score -246776.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -246784.718750 Penalty: 3742.513184
	Iteration 28Q: 3 clusters Score -246784.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -246791.968750 Penalty: 3742.513184
	Iteration 29Q: 3 clusters Score -246792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -246793.156250 Penalty: 3742.513184
	Iteration 30Q: 3 clusters Score -246793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -246794.937500 Penalty: 3742.513184
	Iteration 31Q: 3 clusters Score -246794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -246796.453125 Penalty: 3742.513184
	Iteration 32Q: 3 clusters Score -246796.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -246799.828125 Penalty: 3742.513184
	Iteration 33Q: 3 clusters Score -246799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -246803.406250 Penalty: 3742.513184
	Iteration 34Q: 3 clusters Score -246803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -246806.171875 Penalty: 3742.513184
	Iteration 35Q: 3 clusters Score -246806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -246808.703125 Penalty: 3742.513184
	Iteration 36Q: 3 clusters Score -246808.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -246809.718750 Penalty: 3742.513184
	Iteration 37Q: 3 clusters Score -246809.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -246811.718750 Penalty: 3742.513184
	Iteration 38Q: 3 clusters Score -246811.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -246813.125000 Penalty: 3742.513184
	Iteration 39Q: 3 clusters Score -246813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -246814.500000 Penalty: 3742.513184
	Iteration 40F: 3 clusters Score -246814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -246815.046875 Penalty: 3742.513184
	Iteration 41Q: 3 clusters Score -246815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -246816.171875 Penalty: 3742.513184
	Iteration 42Q: 3 clusters Score -246816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -246817.828125 Penalty: 3742.513184
	Iteration 43Q: 3 clusters Score -246817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -246818.875000 Penalty: 3742.513184
	Iteration 44Q: 3 clusters Score -246818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -246821.234375 Penalty: 3742.513184
	Iteration 45Q: 3 clusters Score -246821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -246824.390625 Penalty: 3742.513184
	Iteration 46Q: 3 clusters Score -246824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -246824.390625 Penalty: 3742.513184
	Iteration 47F: 3 clusters Score -246824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -95766.296875 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -95766.3 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 396 members 
Entering Unmasked Estep 
Score: -94029.460938 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -94029.46 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94262.578125 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -94262.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94336.343750 Penalty: 3311.833496
	Iteration 2Q: 3 clusters Score -94336.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94383.296875 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -94383.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94420.562500 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -94420.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94467.507812 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -94467.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94531.203125 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -94531.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94593.382812 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -94593.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94659.304688 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -94659.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94694.328125 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -94694.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94715.320312 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -94715.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94728.570312 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -94728.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94742.812500 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -94742.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94751.492188 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -94751.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94757.273438 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -94757.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94765.656250 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -94765.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94777.007812 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -94777.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94779.835938 Penalty: 3311.833496
	Iteration 17Q: 3 clusters Score -94779.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94781.156250 Penalty: 3311.833496
	Iteration 18Q: 3 clusters Score -94781.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94782.890625 Penalty: 3311.833496
	Iteration 19Q: 3 clusters Score -94782.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94789.179688 Penalty: 3311.833496
	Iteration 20F: 3 clusters Score -94789.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94799.078125 Penalty: 3311.833496
	Iteration 21Q: 3 clusters Score -94799.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94806.843750 Penalty: 3311.833496
	Iteration 22Q: 3 clusters Score -94806.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94808.593750 Penalty: 3311.833496
	Iteration 23Q: 3 clusters Score -94808.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94810.664062 Penalty: 3311.833496
	Iteration 24Q: 3 clusters Score -94810.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94810.664062 Penalty: 3311.833496
	Iteration 25F: 3 clusters Score -94810.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Entering Unmasked Estep 
Score: -1385739.000000 Penalty: 2300.107910
	Iteration 0F: 2 clusters Score -1385739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1377676.750000 Penalty: 4600.215820
	Iteration 0F: 3 clusters Score -1377677 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1380035.125000 Penalty: 4600.215820
	Iteration 1F: 3 clusters Score -1380035 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1380375.750000 Penalty: 4600.215820
	Iteration 2F: 3 clusters Score -1380376 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1380627.250000 Penalty: 4600.215820
	Iteration 3F: 3 clusters Score -1380627 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1380806.125000 Penalty: 4600.215820
	Iteration 4Q: 3 clusters Score -1380806 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1380948.375000 Penalty: 4600.215820
	Iteration 5Q: 3 clusters Score -1380948 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1381061.750000 Penalty: 4600.215820
	Iteration 6Q: 3 clusters Score -1381062 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1381171.875000 Penalty: 4600.215820
	Iteration 7Q: 3 clusters Score -1381172 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1381283.000000 Penalty: 4600.215820
	Iteration 8Q: 3 clusters Score -1381283 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1381418.875000 Penalty: 4600.215820
	Iteration 9Q: 3 clusters Score -1381419 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1381565.375000 Penalty: 4600.215820
	Iteration 10Q: 3 clusters Score -1381565 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1381754.375000 Penalty: 4600.215820
	Iteration 11Q: 3 clusters Score -1381754 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1382002.750000 Penalty: 4600.215820
	Iteration 12Q: 3 clusters Score -1382003 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1382282.250000 Penalty: 4600.215820
	Iteration 13Q: 3 clusters Score -1382282 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1382611.750000 Penalty: 4600.215820
	Iteration 14Q: 3 clusters Score -1382612 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1382927.500000 Penalty: 4600.215820
	Iteration 15Q: 3 clusters Score -1382928 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1383163.125000 Penalty: 4600.215820
	Iteration 16Q: 3 clusters Score -1383163 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1383380.125000 Penalty: 4600.215820
	Iteration 17Q: 3 clusters Score -1383380 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1383547.500000 Penalty: 4600.215820
	Iteration 18Q: 3 clusters Score -1383548 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1383693.375000 Penalty: 4600.215820
	Iteration 19Q: 3 clusters Score -1383693 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1383818.625000 Penalty: 4600.215820
	Iteration 20F: 3 clusters Score -1383819 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1383937.250000 Penalty: 4600.215820
	Iteration 21Q: 3 clusters Score -1383937 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1384009.250000 Penalty: 4600.215820
	Iteration 22Q: 3 clusters Score -1384009 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1384074.500000 Penalty: 4600.215820
	Iteration 23Q: 3 clusters Score -1384074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1384120.125000 Penalty: 4600.215820
	Iteration 24Q: 3 clusters Score -1384120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1384152.375000 Penalty: 4600.215820
	Iteration 25Q: 3 clusters Score -1384152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1384164.875000 Penalty: 4600.215820
	Iteration 26Q: 3 clusters Score -1384165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1384181.125000 Penalty: 4600.215820
	Iteration 27Q: 3 clusters Score -1384181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1384188.625000 Penalty: 4600.215820
	Iteration 28Q: 3 clusters Score -1384189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1384197.125000 Penalty: 4600.215820
	Iteration 29Q: 3 clusters Score -1384197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1384199.750000 Penalty: 4600.215820
	Iteration 30Q: 3 clusters Score -1384200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1384201.375000 Penalty: 4600.215820
	Iteration 31Q: 3 clusters Score -1384201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1384209.250000 Penalty: 4600.215820
	Iteration 32Q: 3 clusters Score -1384209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1384210.875000 Penalty: 4600.215820
	Iteration 33Q: 3 clusters Score -1384211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1384213.125000 Penalty: 4600.215820
	Iteration 34Q: 3 clusters Score -1384213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1384215.125000 Penalty: 4600.215820
	Iteration 35Q: 3 clusters Score -1384215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1384215.125000 Penalty: 4600.215820
	Iteration 36F: 3 clusters Score -1384215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Entering Unmasked Estep 
Score: -5543452.500000 Penalty: 2643.408447
	Iteration 0F: 2 clusters Score -5543452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -5514755.500000 Penalty: 5286.816895
	Iteration 0F: 3 clusters Score -5514756 nChanged 19491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -5525448.500000 Penalty: 5286.816895
	Iteration 1F: 3 clusters Score -5525448 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -5525984.000000 Penalty: 5286.816895
	Iteration 2Q: 3 clusters Score -5525984 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5526435.500000 Penalty: 5286.816895
	Iteration 3Q: 3 clusters Score -5526436 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -5526906.000000 Penalty: 5286.816895
	Iteration 4Q: 3 clusters Score -5526906 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -5527377.000000 Penalty: 5286.816895
	Iteration 5Q: 3 clusters Score -5527377 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5527908.000000 Penalty: 5286.816895
	Iteration 6Q: 3 clusters Score -5527908 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5528536.500000 Penalty: 5286.816895
	Iteration 7Q: 3 clusters Score -5528536 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5529218.500000 Penalty: 5286.816895
	Iteration 8Q: 3 clusters Score -5529218 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -5530161.000000 Penalty: 5286.816895
	Iteration 9Q: 3 clusters Score -5530161 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5531343.500000 Penalty: 5286.816895
	Iteration 10Q: 3 clusters Score -5531344 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -5532712.000000 Penalty: 5286.816895
	Iteration 11Q: 3 clusters Score -5532712 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -5534110.000000 Penalty: 5286.816895
	Iteration 12Q: 3 clusters Score -5534110 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -5535260.500000 Penalty: 5286.816895
	Iteration 13Q: 3 clusters Score -5535260 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -5536136.500000 Penalty: 5286.816895
	Iteration 14Q: 3 clusters Score -5536136 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -5536800.000000 Penalty: 5286.816895
	Iteration 15Q: 3 clusters Score -5536800 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -5537317.000000 Penalty: 5286.816895
	Iteration 16Q: 3 clusters Score -5537317 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5537800.500000 Penalty: 5286.816895
	Iteration 17Q: 3 clusters Score -5537800 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -5538273.500000 Penalty: 5286.816895
	Iteration 18Q: 3 clusters Score -5538274 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5538742.500000 Penalty: 5286.816895
	Iteration 19Q: 3 clusters Score -5538742 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5539162.500000 Penalty: 5286.816895
	Iteration 20F: 3 clusters Score -5539162 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5539620.000000 Penalty: 5286.816895
	Iteration 21Q: 3 clusters Score -5539620 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5540018.500000 Penalty: 5286.816895
	Iteration 22Q: 3 clusters Score -5540018 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5540313.500000 Penalty: 5286.816895
	Iteration 23Q: 3 clusters Score -5540314 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5540537.500000 Penalty: 5286.816895
	Iteration 24Q: 3 clusters Score -5540538 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5540730.000000 Penalty: 5286.816895
	Iteration 25Q: 3 clusters Score -5540730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5540819.000000 Penalty: 5286.816895
	Iteration 26Q: 3 clusters Score -5540819 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5540885.500000 Penalty: 5286.816895
	Iteration 27Q: 3 clusters Score -5540886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5540927.500000 Penalty: 5286.816895
	Iteration 28Q: 3 clusters Score -5540928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5540977.000000 Penalty: 5286.816895
	Iteration 29Q: 3 clusters Score -5540977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5541018.500000 Penalty: 5286.816895
	Iteration 30Q: 3 clusters Score -5541018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5541048.500000 Penalty: 5286.816895
	Iteration 31Q: 3 clusters Score -5541048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5541071.000000 Penalty: 5286.816895
	Iteration 32Q: 3 clusters Score -5541071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5541091.500000 Penalty: 5286.816895
	Iteration 33Q: 3 clusters Score -5541092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5541098.000000 Penalty: 5286.816895
	Iteration 34Q: 3 clusters Score -5541098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5541124.000000 Penalty: 5286.816895
	Iteration 35Q: 3 clusters Score -5541124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5541127.500000 Penalty: 5286.816895
	Iteration 36Q: 3 clusters Score -5541128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5541140.000000 Penalty: 5286.816895
	Iteration 37Q: 3 clusters Score -5541140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5541148.500000 Penalty: 5286.816895
	Iteration 38Q: 3 clusters Score -5541148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5541151.500000 Penalty: 5286.816895
	Iteration 39Q: 3 clusters Score -5541152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5541156.000000 Penalty: 5286.816895
	Iteration 40F: 3 clusters Score -5541156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5541162.500000 Penalty: 5286.816895
	Iteration 41Q: 3 clusters Score -5541162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5541173.000000 Penalty: 5286.816895
	Iteration 42Q: 3 clusters Score -5541173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5541169.500000 Penalty: 5286.816895
	Iteration 43Q: 3 clusters Score -5541170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5541180.500000 Penalty: 5286.816895
	Iteration 44Q: 3 clusters Score -5541180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5541180.500000 Penalty: 5286.816895
	Iteration 45Q: 3 clusters Score -5541180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5541181.500000 Penalty: 5286.816895
	Iteration 46Q: 3 clusters Score -5541182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5541184.000000 Penalty: 5286.816895
	Iteration 47Q: 3 clusters Score -5541184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5541184.500000 Penalty: 5286.816895
	Iteration 48Q: 3 clusters Score -5541184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5541188.000000 Penalty: 5286.816895
	Iteration 49Q: 3 clusters Score -5541188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5541188.000000 Penalty: 5286.816895
	Iteration 50Q: 3 clusters Score -5541188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5541194.000000 Penalty: 5286.816895
	Iteration 51Q: 3 clusters Score -5541194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5541188.000000 Penalty: 5286.816895
	Iteration 52Q: 3 clusters Score -5541188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5541185.500000 Penalty: 5286.816895
	Iteration 53Q: 3 clusters Score -5541186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5541190.000000 Penalty: 5286.816895
	Iteration 54Q: 3 clusters Score -5541190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5541188.000000 Penalty: 5286.816895
	Iteration 55Q: 3 clusters Score -5541188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5541185.500000 Penalty: 5286.816895
	Iteration 56Q: 3 clusters Score -5541186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5541188.500000 Penalty: 5286.816895
	Iteration 57Q: 3 clusters Score -5541188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5541188.500000 Penalty: 5286.816895
	Iteration 58F: 3 clusters Score -5541188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Entering Unmasked Estep 
Score: -992796.375000 Penalty: 2207.200928
	Iteration 0F: 2 clusters Score -992796.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -986833.750000 Penalty: 4414.401855
	Iteration 0F: 3 clusters Score -986833.8 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -988365.125000 Penalty: 4414.401855
	Iteration 1F: 3 clusters Score -988365.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -988585.937500 Penalty: 4414.401855
	Iteration 2F: 3 clusters Score -988585.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -988730.812500 Penalty: 4414.401855
	Iteration 3Q: 3 clusters Score -988730.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -988848.562500 Penalty: 4414.401855
	Iteration 4Q: 3 clusters Score -988848.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -988956.000000 Penalty: 4414.401855
	Iteration 5Q: 3 clusters Score -988956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -989068.375000 Penalty: 4414.401855
	Iteration 6Q: 3 clusters Score -989068.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -989200.687500 Penalty: 4414.401855
	Iteration 7Q: 3 clusters Score -989200.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -989350.312500 Penalty: 4414.401855
	Iteration 8Q: 3 clusters Score -989350.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -989558.125000 Penalty: 4414.401855
	Iteration 9Q: 3 clusters Score -989558.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -989780.062500 Penalty: 4414.401855
	Iteration 10Q: 3 clusters Score -989780.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -989958.250000 Penalty: 4414.401855
	Iteration 11Q: 3 clusters Score -989958.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -990129.000000 Penalty: 4414.401855
	Iteration 12Q: 3 clusters Score -990129 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -990284.750000 Penalty: 4414.401855
	Iteration 13Q: 3 clusters Score -990284.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -990448.937500 Penalty: 4414.401855
	Iteration 14Q: 3 clusters Score -990448.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -990555.250000 Penalty: 4414.401855
	Iteration 15Q: 3 clusters Score -990555.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -990620.375000 Penalty: 4414.401855
	Iteration 16Q: 3 clusters Score -990620.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -990692.750000 Penalty: 4414.401855
	Iteration 17Q: 3 clusters Score -990692.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -990755.062500 Penalty: 4414.401855
	Iteration 18Q: 3 clusters Score -990755.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -990794.437500 Penalty: 4414.401855
	Iteration 19Q: 3 clusters Score -990794.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -990815.062500 Penalty: 4414.401855
	Iteration 20F: 3 clusters Score -990815.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -990835.937500 Penalty: 4414.401855
	Iteration 21Q: 3 clusters Score -990835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -990849.687500 Penalty: 4414.401855
	Iteration 22Q: 3 clusters Score -990849.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -990865.000000 Penalty: 4414.401855
	Iteration 23Q: 3 clusters Score -990865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -990867.625000 Penalty: 4414.401855
	Iteration 24Q: 3 clusters Score -990867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -990869.812500 Penalty: 4414.401855
	Iteration 25Q: 3 clusters Score -990869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -990871.437500 Penalty: 4414.401855
	Iteration 26Q: 3 clusters Score -990871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -990876.812500 Penalty: 4414.401855
	Iteration 27Q: 3 clusters Score -990876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -990879.562500 Penalty: 4414.401855
	Iteration 28Q: 3 clusters Score -990879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -990881.000000 Penalty: 4414.401855
	Iteration 29Q: 3 clusters Score -990881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -990881.000000 Penalty: 4414.401855
	Iteration 30Q: 3 clusters Score -990881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -990881.000000 Penalty: 4414.401855
	Iteration 31F: 3 clusters Score -990881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -2626851.250000 Penalty: 2457.079590
	Iteration 0F: 2 clusters Score -2626851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2612762.500000 Penalty: 4914.159180
	Iteration 0F: 3 clusters Score -2612762 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2617266.750000 Penalty: 4914.159180
	Iteration 1F: 3 clusters Score -2617267 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2617682.000000 Penalty: 4914.159180
	Iteration 2F: 3 clusters Score -2617682 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2617990.500000 Penalty: 4914.159180
	Iteration 3Q: 3 clusters Score -2617990 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2618229.250000 Penalty: 4914.159180
	Iteration 4Q: 3 clusters Score -2618229 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2618402.750000 Penalty: 4914.159180
	Iteration 5Q: 3 clusters Score -2618403 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2618571.250000 Penalty: 4914.159180
	Iteration 6Q: 3 clusters Score -2618571 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2618733.250000 Penalty: 4914.159180
	Iteration 7Q: 3 clusters Score -2618733 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2618900.000000 Penalty: 4914.159180
	Iteration 8Q: 3 clusters Score -2618900 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2619047.000000 Penalty: 4914.159180
	Iteration 9Q: 3 clusters Score -2619047 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2619210.000000 Penalty: 4914.159180
	Iteration 10Q: 3 clusters Score -2619210 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2619391.500000 Penalty: 4914.159180
	Iteration 11Q: 3 clusters Score -2619392 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2619576.250000 Penalty: 4914.159180
	Iteration 12Q: 3 clusters Score -2619576 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2619771.250000 Penalty: 4914.159180
	Iteration 13Q: 3 clusters Score -2619771 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2619994.500000 Penalty: 4914.159180
	Iteration 14Q: 3 clusters Score -2619994 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2620206.750000 Penalty: 4914.159180
	Iteration 15Q: 3 clusters Score -2620207 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2620441.250000 Penalty: 4914.159180
	Iteration 16Q: 3 clusters Score -2620441 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2620744.000000 Penalty: 4914.159180
	Iteration 17Q: 3 clusters Score -2620744 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2621037.500000 Penalty: 4914.159180
	Iteration 18Q: 3 clusters Score -2621038 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2621344.750000 Penalty: 4914.159180
	Iteration 19Q: 3 clusters Score -2621345 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2621656.500000 Penalty: 4914.159180
	Iteration 20F: 3 clusters Score -2621656 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2622009.750000 Penalty: 4914.159180
	Iteration 21Q: 3 clusters Score -2622010 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2622389.750000 Penalty: 4914.159180
	Iteration 22Q: 3 clusters Score -2622390 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2622831.500000 Penalty: 4914.159180
	Iteration 23Q: 3 clusters Score -2622832 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2623311.750000 Penalty: 4914.159180
	Iteration 24Q: 3 clusters Score -2623312 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2623682.500000 Penalty: 4914.159180
	Iteration 25Q: 3 clusters Score -2623682 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2623975.000000 Penalty: 4914.159180
	Iteration 26Q: 3 clusters Score -2623975 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2624202.500000 Penalty: 4914.159180
	Iteration 27Q: 3 clusters Score -2624202 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2624316.250000 Penalty: 4914.159180
	Iteration 28Q: 3 clusters Score -2624316 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2624376.750000 Penalty: 4914.159180
	Iteration 29Q: 3 clusters Score -2624377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2624425.750000 Penalty: 4914.159180
	Iteration 30Q: 3 clusters Score -2624426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2624466.500000 Penalty: 4914.159180
	Iteration 31Q: 3 clusters Score -2624466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2624498.750000 Penalty: 4914.159180
	Iteration 32Q: 3 clusters Score -2624499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2624530.000000 Penalty: 4914.159180
	Iteration 33Q: 3 clusters Score -2624530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2624548.750000 Penalty: 4914.159180
	Iteration 34Q: 3 clusters Score -2624549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2624570.000000 Penalty: 4914.159180
	Iteration 35Q: 3 clusters Score -2624570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2624576.750000 Penalty: 4914.159180
	Iteration 36Q: 3 clusters Score -2624577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2624588.750000 Penalty: 4914.159180
	Iteration 37Q: 3 clusters Score -2624589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2624596.250000 Penalty: 4914.159180
	Iteration 38Q: 3 clusters Score -2624596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2624604.000000 Penalty: 4914.159180
	Iteration 39Q: 3 clusters Score -2624604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2624615.750000 Penalty: 4914.159180
	Iteration 40F: 3 clusters Score -2624616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2624619.250000 Penalty: 4914.159180
	Iteration 41Q: 3 clusters Score -2624619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2624621.000000 Penalty: 4914.159180
	Iteration 42Q: 3 clusters Score -2624621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2624629.250000 Penalty: 4914.159180
	Iteration 43Q: 3 clusters Score -2624629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2624633.750000 Penalty: 4914.159180
	Iteration 44Q: 3 clusters Score -2624634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2624638.000000 Penalty: 4914.159180
	Iteration 45Q: 3 clusters Score -2624638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2624643.000000 Penalty: 4914.159180
	Iteration 46Q: 3 clusters Score -2624643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2624648.750000 Penalty: 4914.159180
	Iteration 47Q: 3 clusters Score -2624649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2624649.750000 Penalty: 4914.159180
	Iteration 48Q: 3 clusters Score -2624650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2624652.750000 Penalty: 4914.159180
	Iteration 49Q: 3 clusters Score -2624653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2624657.750000 Penalty: 4914.159180
	Iteration 50Q: 3 clusters Score -2624658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2624668.250000 Penalty: 4914.159180
	Iteration 51Q: 3 clusters Score -2624668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2624679.750000 Penalty: 4914.159180
	Iteration 52Q: 3 clusters Score -2624680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2624689.000000 Penalty: 4914.159180
	Iteration 53Q: 3 clusters Score -2624689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2624689.750000 Penalty: 4914.159180
	Iteration 54Q: 3 clusters Score -2624690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2624694.250000 Penalty: 4914.159180
	Iteration 55Q: 3 clusters Score -2624694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2624702.250000 Penalty: 4914.159180
	Iteration 56Q: 3 clusters Score -2624702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2624706.000000 Penalty: 4914.159180
	Iteration 57Q: 3 clusters Score -2624706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2624711.000000 Penalty: 4914.159180
	Iteration 58Q: 3 clusters Score -2624711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2624713.250000 Penalty: 4914.159180
	Iteration 59Q: 3 clusters Score -2624713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2624714.000000 Penalty: 4914.159180
	Iteration 60F: 3 clusters Score -2624714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2624715.500000 Penalty: 4914.159180
	Iteration 61Q: 3 clusters Score -2624716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2624721.000000 Penalty: 4914.159180
	Iteration 62Q: 3 clusters Score -2624721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2624720.500000 Penalty: 4914.159180
	Iteration 63Q: 3 clusters Score -2624720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2624724.500000 Penalty: 4914.159180
	Iteration 64Q: 3 clusters Score -2624724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2624728.500000 Penalty: 4914.159180
	Iteration 65Q: 3 clusters Score -2624728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2624727.500000 Penalty: 4914.159180
	Iteration 66Q: 3 clusters Score -2624728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2624726.750000 Penalty: 4914.159180
	Iteration 67Q: 3 clusters Score -2624727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2624727.250000 Penalty: 4914.159180
	Iteration 68Q: 3 clusters Score -2624727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2624727.250000 Penalty: 4914.159180
	Iteration 69F: 3 clusters Score -2624727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Entering Unmasked Estep 
Score: -833795.812500 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -833795.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -828358.250000 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -828358.2 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -829752.062500 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -829752.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -829995.000000 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -829995 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -830133.875000 Penalty: 4349.752930
	Iteration 3Q: 3 clusters Score -830133.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -830231.125000 Penalty: 4349.752930
	Iteration 4Q: 3 clusters Score -830231.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -830308.812500 Penalty: 4349.752930
	Iteration 5Q: 3 clusters Score -830308.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -830375.375000 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -830375.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -830424.875000 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -830424.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -830467.500000 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -830467.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -830524.625000 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -830524.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -830577.125000 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -830577.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -830635.625000 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -830635.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -830709.625000 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -830709.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -830792.375000 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -830792.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -830889.687500 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -830889.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -830980.250000 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -830980.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -831077.625000 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -831077.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -831183.187500 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -831183.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -831271.875000 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -831271.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -831375.750000 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -831375.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -831485.000000 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -831485 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -831565.000000 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -831565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -831623.250000 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -831623.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -831675.812500 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -831675.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -831712.500000 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -831712.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -831738.125000 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -831738.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -831765.375000 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -831765.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -831787.187500 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -831787.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -831802.562500 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -831802.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -831814.125000 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -831814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -831825.562500 Penalty: 4349.752930
	Iteration 30Q: 3 clusters Score -831825.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -831834.562500 Penalty: 4349.752930
	Iteration 31Q: 3 clusters Score -831834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -831840.812500 Penalty: 4349.752930
	Iteration 32Q: 3 clusters Score -831840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -831845.687500 Penalty: 4349.752930
	Iteration 33Q: 3 clusters Score -831845.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -831853.250000 Penalty: 4349.752930
	Iteration 34Q: 3 clusters Score -831853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -831865.687500 Penalty: 4349.752930
	Iteration 35Q: 3 clusters Score -831865.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -831878.500000 Penalty: 4349.752930
	Iteration 36Q: 3 clusters Score -831878.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -831892.875000 Penalty: 4349.752930
	Iteration 37Q: 3 clusters Score -831892.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -831898.687500 Penalty: 4349.752930
	Iteration 38Q: 3 clusters Score -831898.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -831902.687500 Penalty: 4349.752930
	Iteration 39Q: 3 clusters Score -831902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -831906.250000 Penalty: 4349.752930
	Iteration 40F: 3 clusters Score -831906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -831910.250000 Penalty: 4349.752930
	Iteration 41Q: 3 clusters Score -831910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -831914.062500 Penalty: 4349.752930
	Iteration 42Q: 3 clusters Score -831914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -831919.625000 Penalty: 4349.752930
	Iteration 43Q: 3 clusters Score -831919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -831920.125000 Penalty: 4349.752930
	Iteration 44Q: 3 clusters Score -831920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -831923.312500 Penalty: 4349.752930
	Iteration 45Q: 3 clusters Score -831923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -831924.625000 Penalty: 4349.752930
	Iteration 46Q: 3 clusters Score -831924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -831926.500000 Penalty: 4349.752930
	Iteration 47Q: 3 clusters Score -831926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -831928.875000 Penalty: 4349.752930
	Iteration 48Q: 3 clusters Score -831928.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -831933.187500 Penalty: 4349.752930
	Iteration 49Q: 3 clusters Score -831933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -831934.125000 Penalty: 4349.752930
	Iteration 50Q: 3 clusters Score -831934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -831936.562500 Penalty: 4349.752930
	Iteration 51Q: 3 clusters Score -831936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -831938.437500 Penalty: 4349.752930
	Iteration 52Q: 3 clusters Score -831938.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -831938.437500 Penalty: 4349.752930
	Iteration 53F: 3 clusters Score -831938.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Entering Unmasked Estep 
Score: -2396869.250000 Penalty: 2436.958252
	Iteration 0F: 2 clusters Score -2396869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2383935.250000 Penalty: 4873.916504
	Iteration 0F: 3 clusters Score -2383935 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2388153.750000 Penalty: 4873.916504
	Iteration 1F: 3 clusters Score -2388154 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2388656.250000 Penalty: 4873.916504
	Iteration 2F: 3 clusters Score -2388656 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2389124.250000 Penalty: 4873.916504
	Iteration 3F: 3 clusters Score -2389124 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2389534.000000 Penalty: 4873.916504
	Iteration 4F: 3 clusters Score -2389534 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2389954.250000 Penalty: 4873.916504
	Iteration 5Q: 3 clusters Score -2389954 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2390413.750000 Penalty: 4873.916504
	Iteration 6Q: 3 clusters Score -2390414 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2390898.500000 Penalty: 4873.916504
	Iteration 7Q: 3 clusters Score -2390898 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2391436.250000 Penalty: 4873.916504
	Iteration 8Q: 3 clusters Score -2391436 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2391962.500000 Penalty: 4873.916504
	Iteration 9Q: 3 clusters Score -2391962 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2392542.000000 Penalty: 4873.916504
	Iteration 10Q: 3 clusters Score -2392542 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2393042.000000 Penalty: 4873.916504
	Iteration 11Q: 3 clusters Score -2393042 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2393410.000000 Penalty: 4873.916504
	Iteration 12Q: 3 clusters Score -2393410 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2393706.000000 Penalty: 4873.916504
	Iteration 13Q: 3 clusters Score -2393706 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2393934.000000 Penalty: 4873.916504
	Iteration 14Q: 3 clusters Score -2393934 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2394131.000000 Penalty: 4873.916504
	Iteration 15Q: 3 clusters Score -2394131 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2394267.750000 Penalty: 4873.916504
	Iteration 16Q: 3 clusters Score -2394268 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2394383.750000 Penalty: 4873.916504
	Iteration 17Q: 3 clusters Score -2394384 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2394461.500000 Penalty: 4873.916504
	Iteration 18Q: 3 clusters Score -2394462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2394528.000000 Penalty: 4873.916504
	Iteration 19Q: 3 clusters Score -2394528 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2394586.750000 Penalty: 4873.916504
	Iteration 20F: 3 clusters Score -2394587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2394629.000000 Penalty: 4873.916504
	Iteration 21Q: 3 clusters Score -2394629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2394657.250000 Penalty: 4873.916504
	Iteration 22Q: 3 clusters Score -2394657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2394684.500000 Penalty: 4873.916504
	Iteration 23Q: 3 clusters Score -2394684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2394703.250000 Penalty: 4873.916504
	Iteration 24Q: 3 clusters Score -2394703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2394725.000000 Penalty: 4873.916504
	Iteration 25Q: 3 clusters Score -2394725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2394742.500000 Penalty: 4873.916504
	Iteration 26Q: 3 clusters Score -2394742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2394759.250000 Penalty: 4873.916504
	Iteration 27Q: 3 clusters Score -2394759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2394763.750000 Penalty: 4873.916504
	Iteration 28Q: 3 clusters Score -2394764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2394769.750000 Penalty: 4873.916504
	Iteration 29Q: 3 clusters Score -2394770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2394779.500000 Penalty: 4873.916504
	Iteration 30Q: 3 clusters Score -2394780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2394785.750000 Penalty: 4873.916504
	Iteration 31Q: 3 clusters Score -2394786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2394793.000000 Penalty: 4873.916504
	Iteration 32Q: 3 clusters Score -2394793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2394807.250000 Penalty: 4873.916504
	Iteration 33Q: 3 clusters Score -2394807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2394814.250000 Penalty: 4873.916504
	Iteration 34Q: 3 clusters Score -2394814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2394818.500000 Penalty: 4873.916504
	Iteration 35Q: 3 clusters Score -2394818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2394820.750000 Penalty: 4873.916504
	Iteration 36Q: 3 clusters Score -2394821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2394821.000000 Penalty: 4873.916504
	Iteration 37Q: 3 clusters Score -2394821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2394823.750000 Penalty: 4873.916504
	Iteration 38Q: 3 clusters Score -2394824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2394825.750000 Penalty: 4873.916504
	Iteration 39Q: 3 clusters Score -2394826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2394826.000000 Penalty: 4873.916504
	Iteration 40F: 3 clusters Score -2394826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2394826.000000 Penalty: 4873.916504
	Iteration 41Q: 3 clusters Score -2394826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2394835.750000 Penalty: 4873.916504
	Iteration 42Q: 3 clusters Score -2394836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2394836.500000 Penalty: 4873.916504
	Iteration 43Q: 3 clusters Score -2394836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2394837.750000 Penalty: 4873.916504
	Iteration 44Q: 3 clusters Score -2394838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2394836.750000 Penalty: 4873.916504
	Iteration 45Q: 3 clusters Score -2394837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2394836.750000 Penalty: 4873.916504
	Iteration 46F: 3 clusters Score -2394837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Entering Unmasked Estep 
Score: -654564.062500 Penalty: 2114.633545
	Iteration 0F: 2 clusters Score -654564.1 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 2501 members 
Entering Unmasked Estep 
Score: -650055.125000 Penalty: 4229.267090
	Iteration 0F: 3 clusters Score -650055.1 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -651132.625000 Penalty: 4229.267090
	Iteration 1F: 3 clusters Score -651132.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -651331.312500 Penalty: 4229.267090
	Iteration 2F: 3 clusters Score -651331.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -651443.500000 Penalty: 4229.267090
	Iteration 3Q: 3 clusters Score -651443.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -651524.562500 Penalty: 4229.267090
	Iteration 4Q: 3 clusters Score -651524.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -651585.312500 Penalty: 4229.267090
	Iteration 5Q: 3 clusters Score -651585.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -651647.812500 Penalty: 4229.267090
	Iteration 6Q: 3 clusters Score -651647.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -651706.000000 Penalty: 4229.267090
	Iteration 7Q: 3 clusters Score -651706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -651764.062500 Penalty: 4229.267090
	Iteration 8Q: 3 clusters Score -651764.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -651823.750000 Penalty: 4229.267090
	Iteration 9Q: 3 clusters Score -651823.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -651880.312500 Penalty: 4229.267090
	Iteration 10Q: 3 clusters Score -651880.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -651917.187500 Penalty: 4229.267090
	Iteration 11Q: 3 clusters Score -651917.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -651944.500000 Penalty: 4229.267090
	Iteration 12Q: 3 clusters Score -651944.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -651971.000000 Penalty: 4229.267090
	Iteration 13Q: 3 clusters Score -651971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -651994.312500 Penalty: 4229.267090
	Iteration 14Q: 3 clusters Score -651994.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -652020.312500 Penalty: 4229.267090
	Iteration 15Q: 3 clusters Score -652020.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -652048.500000 Penalty: 4229.267090
	Iteration 16Q: 3 clusters Score -652048.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -652082.312500 Penalty: 4229.267090
	Iteration 17Q: 3 clusters Score -652082.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -652109.812500 Penalty: 4229.267090
	Iteration 18Q: 3 clusters Score -652109.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -652138.125000 Penalty: 4229.267090
	Iteration 19Q: 3 clusters Score -652138.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -652176.000000 Penalty: 4229.267090
	Iteration 20F: 3 clusters Score -652176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -652210.812500 Penalty: 4229.267090
	Iteration 21Q: 3 clusters Score -652210.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -652249.625000 Penalty: 4229.267090
	Iteration 22Q: 3 clusters Score -652249.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -652287.062500 Penalty: 4229.267090
	Iteration 23Q: 3 clusters Score -652287.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -652325.937500 Penalty: 4229.267090
	Iteration 24Q: 3 clusters Score -652325.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -652375.500000 Penalty: 4229.267090
	Iteration 25Q: 3 clusters Score -652375.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -652422.625000 Penalty: 4229.267090
	Iteration 26Q: 3 clusters Score -652422.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -652462.375000 Penalty: 4229.267090
	Iteration 27Q: 3 clusters Score -652462.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -652496.562500 Penalty: 4229.267090
	Iteration 28Q: 3 clusters Score -652496.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -652531.187500 Penalty: 4229.267090
	Iteration 29Q: 3 clusters Score -652531.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -652559.125000 Penalty: 4229.267090
	Iteration 30Q: 3 clusters Score -652559.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -652583.125000 Penalty: 4229.267090
	Iteration 31Q: 3 clusters Score -652583.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -652599.875000 Penalty: 4229.267090
	Iteration 32Q: 3 clusters Score -652599.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -652612.125000 Penalty: 4229.267090
	Iteration 33Q: 3 clusters Score -652612.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -652628.875000 Penalty: 4229.267090
	Iteration 34Q: 3 clusters Score -652628.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -652649.500000 Penalty: 4229.267090
	Iteration 35Q: 3 clusters Score -652649.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -652669.750000 Penalty: 4229.267090
	Iteration 36Q: 3 clusters Score -652669.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -652688.500000 Penalty: 4229.267090
	Iteration 37Q: 3 clusters Score -652688.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -652705.375000 Penalty: 4229.267090
	Iteration 38Q: 3 clusters Score -652705.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -652720.125000 Penalty: 4229.267090
	Iteration 39Q: 3 clusters Score -652720.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -652730.437500 Penalty: 4229.267090
	Iteration 40F: 3 clusters Score -652730.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -652743.687500 Penalty: 4229.267090
	Iteration 41Q: 3 clusters Score -652743.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -652751.875000 Penalty: 4229.267090
	Iteration 42Q: 3 clusters Score -652751.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -652760.937500 Penalty: 4229.267090
	Iteration 43Q: 3 clusters Score -652760.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -652768.875000 Penalty: 4229.267090
	Iteration 44Q: 3 clusters Score -652768.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -652778.125000 Penalty: 4229.267090
	Iteration 45Q: 3 clusters Score -652778.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -652780.375000 Penalty: 4229.267090
	Iteration 46Q: 3 clusters Score -652780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -652785.937500 Penalty: 4229.267090
	Iteration 47Q: 3 clusters Score -652785.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -652791.375000 Penalty: 4229.267090
	Iteration 48Q: 3 clusters Score -652791.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -652798.250000 Penalty: 4229.267090
	Iteration 49Q: 3 clusters Score -652798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -652805.687500 Penalty: 4229.267090
	Iteration 50Q: 3 clusters Score -652805.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -652811.562500 Penalty: 4229.267090
	Iteration 51Q: 3 clusters Score -652811.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -652819.062500 Penalty: 4229.267090
	Iteration 52Q: 3 clusters Score -652819.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -652825.625000 Penalty: 4229.267090
	Iteration 53Q: 3 clusters Score -652825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -652829.562500 Penalty: 4229.267090
	Iteration 54Q: 3 clusters Score -652829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -652829.625000 Penalty: 4229.267090
	Iteration 55Q: 3 clusters Score -652829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -652829.250000 Penalty: 4229.267090
	Iteration 56Q: 3 clusters Score -652829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -652829.250000 Penalty: 4229.267090
	Iteration 57F: 3 clusters Score -652829.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -47252.242188 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -47252.24 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 205 members 
Entering Unmasked Estep 
Score: -45844.796875 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -45844.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46018.160156 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -46018.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46038.527344 Penalty: 2965.527344
	Iteration 2Q: 3 clusters Score -46038.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46050.789062 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -46050.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46060.574219 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -46060.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46063.898438 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -46063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46068.835938 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -46068.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46068.835938 Penalty: 2965.527344
	Iteration 7F: 3 clusters Score -46068.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (140888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Entering Unmasked Estep 
Score: -18468838.000000 Penalty: 2940.218750
	Iteration 0F: 2 clusters Score -1.846884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -18375150.000000 Penalty: 5880.437500
	Iteration 0F: 3 clusters Score -1.837515e+07 nChanged 67158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -18414262.000000 Penalty: 5880.437500
	Iteration 1F: 3 clusters Score -1.841426e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -18415898.000000 Penalty: 5880.437500
	Iteration 2Q: 3 clusters Score -1.84159e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -18419054.000000 Penalty: 5880.437500
	Iteration 3Q: 3 clusters Score -1.841905e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -18424236.000000 Penalty: 5880.437500
	Iteration 4F: 3 clusters Score -1.842424e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -18431944.000000 Penalty: 5880.437500
	Iteration 5F: 3 clusters Score -1.843194e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 109423 members 
Entering Unmasked Estep 
Score: -18440666.000000 Penalty: 5880.437500
	Iteration 6F: 3 clusters Score -1.844067e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -18448730.000000 Penalty: 5880.437500
	Iteration 7F: 3 clusters Score -1.844873e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -18454804.000000 Penalty: 5880.437500
	Iteration 8F: 3 clusters Score -1.84548e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -18458928.000000 Penalty: 5880.437500
	Iteration 9Q: 3 clusters Score -1.845893e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -18461614.000000 Penalty: 5880.437500
	Iteration 10Q: 3 clusters Score -1.846161e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 135701 members 
Entering Unmasked Estep 
Score: -18463320.000000 Penalty: 5880.437500
	Iteration 11Q: 3 clusters Score -1.846332e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 137191 members 
Entering Unmasked Estep 
Score: -18464426.000000 Penalty: 5880.437500
	Iteration 12Q: 3 clusters Score -1.846443e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 138155 members 
Entering Unmasked Estep 
Score: -18465084.000000 Penalty: 5880.437500
	Iteration 13Q: 3 clusters Score -1.846508e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 138777 members 
Entering Unmasked Estep 
Score: -18465468.000000 Penalty: 5880.437500
	Iteration 14Q: 3 clusters Score -1.846547e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -18465740.000000 Penalty: 5880.437500
	Iteration 15Q: 3 clusters Score -1.846574e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 139389 members 
Entering Unmasked Estep 
Score: -18465892.000000 Penalty: 5880.437500
	Iteration 16Q: 3 clusters Score -1.846589e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 139544 members 
Entering Unmasked Estep 
Score: -18466006.000000 Penalty: 5880.437500
	Iteration 17Q: 3 clusters Score -1.846601e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 139657 members 
Entering Unmasked Estep 
Score: -18466070.000000 Penalty: 5880.437500
	Iteration 18Q: 3 clusters Score -1.846607e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 139755 members 
Entering Unmasked Estep 
Score: -18466118.000000 Penalty: 5880.437500
	Iteration 19Q: 3 clusters Score -1.846612e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 139832 members 
Entering Unmasked Estep 
Score: -18466158.000000 Penalty: 5880.437500
	Iteration 20F: 3 clusters Score -1.846616e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 139897 members 
Entering Unmasked Estep 
Score: -18466180.000000 Penalty: 5880.437500
	Iteration 21Q: 3 clusters Score -1.846618e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 139949 members 
Entering Unmasked Estep 
Score: -18466216.000000 Penalty: 5880.437500
	Iteration 22Q: 3 clusters Score -1.846622e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 139990 members 
Entering Unmasked Estep 
Score: -18466228.000000 Penalty: 5880.437500
	Iteration 23Q: 3 clusters Score -1.846623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 140021 members 
Entering Unmasked Estep 
Score: -18466248.000000 Penalty: 5880.437500
	Iteration 24Q: 3 clusters Score -1.846625e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 140044 members 
Entering Unmasked Estep 
Score: -18466274.000000 Penalty: 5880.437500
	Iteration 25Q: 3 clusters Score -1.846627e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 140063 members 
Entering Unmasked Estep 
Score: -18466282.000000 Penalty: 5880.437500
	Iteration 26Q: 3 clusters Score -1.846628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 140081 members 
Entering Unmasked Estep 
Score: -18466286.000000 Penalty: 5880.437500
	Iteration 27Q: 3 clusters Score -1.846629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -18466292.000000 Penalty: 5880.437500
	Iteration 28Q: 3 clusters Score -1.846629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 140105 members 
Entering Unmasked Estep 
Score: -18466308.000000 Penalty: 5880.437500
	Iteration 29Q: 3 clusters Score -1.846631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -18466310.000000 Penalty: 5880.437500
	Iteration 30Q: 3 clusters Score -1.846631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -18466308.000000 Penalty: 5880.437500
	Iteration 31Q: 3 clusters Score -1.846631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 140126 members 
Entering Unmasked Estep 
Score: -18466304.000000 Penalty: 5880.437500
	Iteration 32Q: 3 clusters Score -1.84663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 140136 members 
Entering Unmasked Estep 
Score: -18466318.000000 Penalty: 5880.437500
	Iteration 33Q: 3 clusters Score -1.846632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 140139 members 
Entering Unmasked Estep 
Score: -18466336.000000 Penalty: 5880.437500
	Iteration 34Q: 3 clusters Score -1.846634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 140142 members 
Entering Unmasked Estep 
Score: -18466342.000000 Penalty: 5880.437500
	Iteration 35Q: 3 clusters Score -1.846634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -18466358.000000 Penalty: 5880.437500
	Iteration 36Q: 3 clusters Score -1.846636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 140146 members 
Entering Unmasked Estep 
Score: -18466356.000000 Penalty: 5880.437500
	Iteration 37Q: 3 clusters Score -1.846636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -18466354.000000 Penalty: 5880.437500
	Iteration 38Q: 3 clusters Score -1.846635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 140148 members 
Entering Unmasked Estep 
Score: -18466348.000000 Penalty: 5880.437500
	Iteration 39Q: 3 clusters Score -1.846635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 140149 members 
Entering Unmasked Estep 
Score: -18466342.000000 Penalty: 5880.437500
	Iteration 40F: 3 clusters Score -1.846634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -18466350.000000 Penalty: 5880.437500
	Iteration 41Q: 3 clusters Score -1.846635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 140151 members 
Entering Unmasked Estep 
Score: -18466348.000000 Penalty: 5880.437500
	Iteration 42Q: 3 clusters Score -1.846635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -18466344.000000 Penalty: 5880.437500
	Iteration 43Q: 3 clusters Score -1.846634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 140151 members 
Entering Unmasked Estep 
Score: -18466346.000000 Penalty: 5880.437500
	Iteration 44Q: 3 clusters Score -1.846635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 140152 members 
Entering Unmasked Estep 
Score: -18466348.000000 Penalty: 5880.437500
	Iteration 45Q: 3 clusters Score -1.846635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 140153 members 
Entering Unmasked Estep 
Score: -18466356.000000 Penalty: 5880.437500
	Iteration 46Q: 3 clusters Score -1.846636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 140153 members 
Entering Unmasked Estep 
Score: -18466354.000000 Penalty: 5880.437500
	Iteration 47Q: 3 clusters Score -1.846635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 140153 members 
Entering Unmasked Estep 
Score: -18466360.000000 Penalty: 5880.437500
	Iteration 48Q: 3 clusters Score -1.846636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 140154 members 
Entering Unmasked Estep 
Score: -18466356.000000 Penalty: 5880.437500
	Iteration 49Q: 3 clusters Score -1.846636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 140154 members 
Entering Unmasked Estep 
Score: -18466356.000000 Penalty: 5880.437500
	Iteration 50F: 3 clusters Score -1.846636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Entering Unmasked Estep 
Score: -2138936.000000 Penalty: 2407.090820
	Iteration 0F: 2 clusters Score -2138936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2127172.500000 Penalty: 4814.181641
	Iteration 0F: 3 clusters Score -2127172 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2130876.750000 Penalty: 4814.181641
	Iteration 1F: 3 clusters Score -2130877 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2131280.500000 Penalty: 4814.181641
	Iteration 2F: 3 clusters Score -2131280 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2131537.000000 Penalty: 4814.181641
	Iteration 3Q: 3 clusters Score -2131537 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2131735.000000 Penalty: 4814.181641
	Iteration 4Q: 3 clusters Score -2131735 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2131906.000000 Penalty: 4814.181641
	Iteration 5Q: 3 clusters Score -2131906 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2132048.750000 Penalty: 4814.181641
	Iteration 6Q: 3 clusters Score -2132049 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2132173.750000 Penalty: 4814.181641
	Iteration 7Q: 3 clusters Score -2132174 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2132315.000000 Penalty: 4814.181641
	Iteration 8Q: 3 clusters Score -2132315 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2132459.750000 Penalty: 4814.181641
	Iteration 9Q: 3 clusters Score -2132460 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2132669.500000 Penalty: 4814.181641
	Iteration 10Q: 3 clusters Score -2132670 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2132936.250000 Penalty: 4814.181641
	Iteration 11Q: 3 clusters Score -2132936 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2133287.250000 Penalty: 4814.181641
	Iteration 12Q: 3 clusters Score -2133287 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2133687.250000 Penalty: 4814.181641
	Iteration 13Q: 3 clusters Score -2133687 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2134168.750000 Penalty: 4814.181641
	Iteration 14Q: 3 clusters Score -2134169 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2134726.750000 Penalty: 4814.181641
	Iteration 15Q: 3 clusters Score -2134727 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2135268.000000 Penalty: 4814.181641
	Iteration 16Q: 3 clusters Score -2135268 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2135748.750000 Penalty: 4814.181641
	Iteration 17Q: 3 clusters Score -2135749 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2136091.500000 Penalty: 4814.181641
	Iteration 18Q: 3 clusters Score -2136092 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2136318.000000 Penalty: 4814.181641
	Iteration 19Q: 3 clusters Score -2136318 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2136487.250000 Penalty: 4814.181641
	Iteration 20F: 3 clusters Score -2136487 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2136602.750000 Penalty: 4814.181641
	Iteration 21Q: 3 clusters Score -2136603 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2136678.750000 Penalty: 4814.181641
	Iteration 22Q: 3 clusters Score -2136679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2136717.750000 Penalty: 4814.181641
	Iteration 23Q: 3 clusters Score -2136718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2136764.250000 Penalty: 4814.181641
	Iteration 24Q: 3 clusters Score -2136764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2136795.000000 Penalty: 4814.181641
	Iteration 25Q: 3 clusters Score -2136795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2136806.000000 Penalty: 4814.181641
	Iteration 26Q: 3 clusters Score -2136806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2136813.750000 Penalty: 4814.181641
	Iteration 27Q: 3 clusters Score -2136814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2136821.000000 Penalty: 4814.181641
	Iteration 28Q: 3 clusters Score -2136821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2136827.000000 Penalty: 4814.181641
	Iteration 29Q: 3 clusters Score -2136827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2136831.750000 Penalty: 4814.181641
	Iteration 30Q: 3 clusters Score -2136832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2136832.250000 Penalty: 4814.181641
	Iteration 31Q: 3 clusters Score -2136832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2136833.250000 Penalty: 4814.181641
	Iteration 32Q: 3 clusters Score -2136833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2136835.750000 Penalty: 4814.181641
	Iteration 33Q: 3 clusters Score -2136836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2136835.000000 Penalty: 4814.181641
	Iteration 34Q: 3 clusters Score -2136835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2136835.000000 Penalty: 4814.181641
	Iteration 35F: 3 clusters Score -2136835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -15705.287109 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -15705.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14842.257812 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -14842.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14855.575195 Penalty: 2465.027344
	Iteration 1Q: 3 clusters Score -14855.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14855.575195 Penalty: 2465.027344
	Iteration 2F: 3 clusters Score -14855.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -47283.414062 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -47283.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45904.453125 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -45904.45 nChanged 61
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: -46041.003906 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -46041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46069.378906 Penalty: 2950.225586
	Iteration 2Q: 3 clusters Score -46069.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46079.300781 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -46079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46079.300781 Penalty: 2950.225586
	Iteration 4F: 3 clusters Score -46079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3520 members 
Mstep: Class 3 contains 3241 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7250 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 18517 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140888 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899304.000000 Penalty: 78895.390625
Iteration 479Q: 26 clusters Score -4.28993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7250 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 18513 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140892 members 
Mstep: Class 23 contains 16417 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899304.000000 Penalty: 78895.390625
Iteration 480F: 26 clusters Score -4.28993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7250 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20083 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 18506 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140899 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899292.000000 Penalty: 78895.390625
Iteration 481Q: 26 clusters Score -4.289929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3524 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 14220 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42571 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20083 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 18502 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140898 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899308.000000 Penalty: 78895.390625
Iteration 482Q: 26 clusters Score -4.289931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3525 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42571 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 6437 members 
Mstep: Class 19 contains 18499 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140900 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899296.000000 Penalty: 78895.390625
Iteration 483Q: 26 clusters Score -4.28993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3525 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12697 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 18495 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140902 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899308.000000 Penalty: 78895.390625
Iteration 484Q: 26 clusters Score -4.289931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3523 members 
Mstep: Class 3 contains 3245 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12697 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140906 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899300.000000 Penalty: 78895.390625
Iteration 485Q: 26 clusters Score -4.28993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3525 members 
Mstep: Class 3 contains 3247 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12697 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20081 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140910 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899304.000000 Penalty: 78895.390625
Iteration 486Q: 26 clusters Score -4.28993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 3250 members 
Mstep: Class 4 contains 14205 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12697 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20081 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18490 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140914 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899300.000000 Penalty: 78895.390625
Iteration 487Q: 26 clusters Score -4.28993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3525 members 
Mstep: Class 3 contains 3252 members 
Mstep: Class 4 contains 14198 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12697 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42569 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20080 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18489 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140921 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899288.000000 Penalty: 78895.390625
Iteration 488Q: 26 clusters Score -4.289929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 3252 members 
Mstep: Class 4 contains 14198 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42569 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18488 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140920 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899272.000000 Penalty: 78895.390625
Iteration 489Q: 26 clusters Score -4.289927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 3253 members 
Mstep: Class 4 contains 14198 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42569 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20077 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 18487 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140921 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899272.000000 Penalty: 78895.390625
Iteration 490Q: 26 clusters Score -4.289927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 4 contains 14197 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42569 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20075 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18484 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140925 members 
Mstep: Class 23 contains 16415 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899328.000000 Penalty: 78895.390625
Iteration 491Q: 26 clusters Score -4.289933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 3261 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20076 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 18483 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140928 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899356.000000 Penalty: 78895.390625
Iteration 492Q: 26 clusters Score -4.289936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 3263 members 
Mstep: Class 4 contains 14191 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42569 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20076 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 18482 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140932 members 
Mstep: Class 23 contains 16417 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899308.000000 Penalty: 78895.390625
Iteration 493Q: 26 clusters Score -4.289931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 3265 members 
Mstep: Class 4 contains 14191 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 12697 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42569 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20074 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 18482 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140938 members 
Mstep: Class 23 contains 16417 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899340.000000 Penalty: 78895.390625
Iteration 494Q: 26 clusters Score -4.289934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 3265 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 5417 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 12697 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42571 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20075 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 18481 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140936 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899336.000000 Penalty: 78895.390625
Iteration 495Q: 26 clusters Score -4.289934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 3 contains 3268 members 
Mstep: Class 4 contains 14183 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7290 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 20071 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 18478 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140941 members 
Mstep: Class 23 contains 16417 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899364.000000 Penalty: 78895.390625
Iteration 496Q: 26 clusters Score -4.289936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 3266 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7333 members 
Mstep: Class 17 contains 20072 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 18477 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140942 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899376.000000 Penalty: 78895.390625
Iteration 497Q: 26 clusters Score -4.289938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3539 members 
Mstep: Class 3 contains 3263 members 
Mstep: Class 4 contains 14174 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7333 members 
Mstep: Class 17 contains 20073 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 18475 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140944 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899400.000000 Penalty: 78895.390625
Iteration 498Q: 26 clusters Score -4.28994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3543 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 14172 members 
Mstep: Class 5 contains 5416 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7333 members 
Mstep: Class 17 contains 20070 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 18474 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140946 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899364.000000 Penalty: 78895.390625
Iteration 499Q: 26 clusters Score -4.289936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3550 members 
Mstep: Class 3 contains 3261 members 
Mstep: Class 4 contains 14165 members 
Mstep: Class 5 contains 5416 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 7333 members 
Mstep: Class 17 contains 20066 members 
Mstep: Class 18 contains 6442 members 
Mstep: Class 19 contains 18473 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 140950 members 
Mstep: Class 23 contains 16417 members 
Mstep: Class 24 contains 144 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899368.000000 Penalty: 78895.390625
Iteration 500F: 26 clusters Score -4.289937e+07 nChanged 16
Maximum iterations exceeded
--- Evaluating fit on full set of 1008198 points ---
Entering Unmasked Estep 
Score: -128828864.000000 Penalty: 85706.789062
21->26 Clusters: Score -128828864.000000, best is -128819776.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 336066 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 16027 members 
Mstep: Class 3 contains 15943 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 16223 members 
Mstep: Class 6 contains 15945 members 
Mstep: Class 7 contains 15962 members 
Mstep: Class 8 contains 16055 members 
Mstep: Class 9 contains 16018 members 
Mstep: Class 10 contains 15908 members 
Mstep: Class 11 contains 15989 members 
Mstep: Class 12 contains 16071 members 
Mstep: Class 13 contains 15899 members 
Mstep: Class 14 contains 15972 members 
Mstep: Class 15 contains 15973 members 
Mstep: Class 16 contains 16078 members 
Mstep: Class 17 contains 15917 members 
Mstep: Class 18 contains 15963 members 
Mstep: Class 19 contains 16078 members 
Mstep: Class 20 contains 16021 members 
Mstep: Class 21 contains 16268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 150.538239 but Gain 3155.820312
Score: -40639632.000000 Penalty: 63116.312500
Iteration 0F: 21 clusters Score -4.063963e+07 nChanged 317802
Entering Unmasked Mstep 
Mstep: Class 0 contains 1166 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 17013 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 12908 members 
Mstep: Class 6 contains 19123 members 
Mstep: Class 7 contains 18044 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 34840 members 
Mstep: Class 10 contains 28530 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 28257 members 
Mstep: Class 14 contains 20370 members 
Mstep: Class 15 contains 11277 members 
Mstep: Class 16 contains 18527 members 
Mstep: Class 17 contains 13714 members 
Mstep: Class 19 contains 12467 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 19369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41926704.000000 Penalty: 63116.312500
Iteration 1F: 21 clusters Score -4.19267e+07 nChanged 142192
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 13591 members 
Mstep: Class 3 contains 14157 members 
Mstep: Class 4 contains 13656 members 
Mstep: Class 5 contains 16744 members 
Mstep: Class 6 contains 28764 members 
Mstep: Class 7 contains 20726 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 35195 members 
Mstep: Class 10 contains 37754 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 27032 members 
Mstep: Class 14 contains 34440 members 
Mstep: Class 15 contains 5094 members 
Mstep: Class 16 contains 14176 members 
Mstep: Class 17 contains 17573 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 16837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42382512.000000 Penalty: 63116.312500
Iteration 2F: 21 clusters Score -4.238251e+07 nChanged 108339
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 12721 members 
Mstep: Class 3 contains 12208 members 
Mstep: Class 4 contains 11892 members 
Mstep: Class 5 contains 18546 members 
Mstep: Class 6 contains 34728 members 
Mstep: Class 7 contains 22148 members 
Mstep: Class 8 contains 3089 members 
Mstep: Class 9 contains 32774 members 
Mstep: Class 10 contains 40844 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 12 contains 2836 members 
Mstep: Class 13 contains 22591 members 
Mstep: Class 14 contains 42993 members 
Mstep: Class 15 contains 3125 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 32429 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42582304.000000 Penalty: 63116.312500
Iteration 3F: 21 clusters Score -4.25823e+07 nChanged 73361
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 14780 members 
Mstep: Class 3 contains 11906 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 20112 members 
Mstep: Class 6 contains 35049 members 
Mstep: Class 7 contains 23241 members 
Mstep: Class 8 contains 3424 members 
Mstep: Class 9 contains 31233 members 
Mstep: Class 10 contains 44390 members 
Mstep: Class 11 contains 1458 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 18807 members 
Mstep: Class 14 contains 44660 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 8024 members 
Mstep: Class 17 contains 41139 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 21 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3081.641602 but Gain 3155.812500
Score: -42674164.000000 Penalty: 59960.500000
Iteration 4F: 20 clusters Score -4.267416e+07 nChanged 54658
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 18112 members 
Mstep: Class 3 contains 11698 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 21978 members 
Mstep: Class 6 contains 34018 members 
Mstep: Class 7 contains 24113 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 31315 members 
Mstep: Class 10 contains 47625 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 2491 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 44322 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 7298 members 
Mstep: Class 17 contains 44895 members 
Mstep: Class 19 contains 3755 members 
Mstep: Class 20 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42734392.000000 Penalty: 59960.500000
Iteration 5F: 20 clusters Score -4.273439e+07 nChanged 40333
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 20659 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 10075 members 
Mstep: Class 5 contains 23429 members 
Mstep: Class 6 contains 32098 members 
Mstep: Class 7 contains 24042 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 32209 members 
Mstep: Class 10 contains 49013 members 
Mstep: Class 11 contains 1451 members 
Mstep: Class 12 contains 2540 members 
Mstep: Class 13 contains 12955 members 
Mstep: Class 14 contains 44832 members 
Mstep: Class 15 contains 1507 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 45955 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42773684.000000 Penalty: 59960.500000
Iteration 6F: 20 clusters Score -4.277368e+07 nChanged 32941
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 10700 members 
Mstep: Class 4 contains 10126 members 
Mstep: Class 5 contains 25020 members 
Mstep: Class 6 contains 30094 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 3468 members 
Mstep: Class 9 contains 34108 members 
Mstep: Class 10 contains 49337 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 10791 members 
Mstep: Class 14 contains 45725 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 46288 members 
Mstep: Class 19 contains 3344 members 
Mstep: Class 20 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42801720.000000 Penalty: 59960.500000
Iteration 7F: 20 clusters Score -4.280172e+07 nChanged 26808
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 23469 members 
Mstep: Class 3 contains 10015 members 
Mstep: Class 4 contains 10192 members 
Mstep: Class 5 contains 26945 members 
Mstep: Class 6 contains 28235 members 
Mstep: Class 7 contains 22996 members 
Mstep: Class 8 contains 3343 members 
Mstep: Class 9 contains 36383 members 
Mstep: Class 10 contains 48904 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 46051 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 6041 members 
Mstep: Class 17 contains 46345 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42820768.000000 Penalty: 59960.500000
Iteration 8F: 20 clusters Score -4.282077e+07 nChanged 22234
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 24277 members 
Mstep: Class 3 contains 9297 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 29569 members 
Mstep: Class 6 contains 26387 members 
Mstep: Class 7 contains 22348 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 38572 members 
Mstep: Class 10 contains 48078 members 
Mstep: Class 11 contains 1455 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 14 contains 45599 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 46249 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42835224.000000 Penalty: 59960.500000
Iteration 9F: 20 clusters Score -4.283522e+07 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 24826 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 10111 members 
Mstep: Class 5 contains 32505 members 
Mstep: Class 6 contains 24794 members 
Mstep: Class 7 contains 21723 members 
Mstep: Class 8 contains 3238 members 
Mstep: Class 9 contains 40544 members 
Mstep: Class 10 contains 47056 members 
Mstep: Class 11 contains 1458 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 8715 members 
Mstep: Class 14 contains 44674 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 46041 members 
Mstep: Class 19 contains 3542 members 
Mstep: Class 20 contains 3593 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 10F: 20 clusters Score -4.284589e+07 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 25290 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 9992 members 
Mstep: Class 5 contains 35563 members 
Mstep: Class 6 contains 23352 members 
Mstep: Class 7 contains 21134 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 42440 members 
Mstep: Class 10 contains 45929 members 
Mstep: Class 11 contains 1459 members 
Mstep: Class 12 contains 2035 members 
Mstep: Class 13 contains 8667 members 
Mstep: Class 14 contains 43376 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 45847 members 
Mstep: Class 19 contains 3650 members 
Mstep: Class 20 contains 3925 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11Q: 20 clusters Score -4.285462e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 25683 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 9886 members 
Mstep: Class 5 contains 38763 members 
Mstep: Class 6 contains 21953 members 
Mstep: Class 7 contains 20678 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 44140 members 
Mstep: Class 10 contains 44579 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 8498 members 
Mstep: Class 14 contains 42046 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 45713 members 
Mstep: Class 19 contains 3747 members 
Mstep: Class 20 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12Q: 20 clusters Score -4.286079e+07 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 26026 members 
Mstep: Class 3 contains 6689 members 
Mstep: Class 4 contains 9885 members 
Mstep: Class 5 contains 42016 members 
Mstep: Class 6 contains 20644 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 3245 members 
Mstep: Class 9 contains 45637 members 
Mstep: Class 10 contains 43084 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 8328 members 
Mstep: Class 14 contains 40686 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 4960 members 
Mstep: Class 17 contains 45563 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 13Q: 20 clusters Score -4.286625e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 26288 members 
Mstep: Class 3 contains 6100 members 
Mstep: Class 4 contains 9908 members 
Mstep: Class 5 contains 45242 members 
Mstep: Class 6 contains 19480 members 
Mstep: Class 7 contains 20036 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 46981 members 
Mstep: Class 10 contains 41528 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 8162 members 
Mstep: Class 14 contains 39394 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 4797 members 
Mstep: Class 17 contains 45433 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 20 clusters Score -4.287058e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 26535 members 
Mstep: Class 3 contains 5569 members 
Mstep: Class 4 contains 9959 members 
Mstep: Class 5 contains 48312 members 
Mstep: Class 6 contains 18426 members 
Mstep: Class 7 contains 19763 members 
Mstep: Class 8 contains 3326 members 
Mstep: Class 9 contains 48195 members 
Mstep: Class 10 contains 39816 members 
Mstep: Class 11 contains 1465 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 8033 members 
Mstep: Class 14 contains 38220 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 45402 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 4970 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 15Q: 20 clusters Score -4.287414e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 26745 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 5 contains 51230 members 
Mstep: Class 6 contains 17435 members 
Mstep: Class 7 contains 19580 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 49341 members 
Mstep: Class 10 contains 38039 members 
Mstep: Class 11 contains 1466 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 7948 members 
Mstep: Class 14 contains 37148 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 45393 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 16Q: 20 clusters Score -4.28773e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 53865 members 
Mstep: Class 6 contains 16487 members 
Mstep: Class 7 contains 19461 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 50439 members 
Mstep: Class 10 contains 36175 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 7877 members 
Mstep: Class 14 contains 36243 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 4463 members 
Mstep: Class 17 contains 45472 members 
Mstep: Class 19 contains 4248 members 
Mstep: Class 20 contains 5320 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 17Q: 20 clusters Score -4.288083e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 27089 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 10093 members 
Mstep: Class 5 contains 56301 members 
Mstep: Class 6 contains 15581 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 3434 members 
Mstep: Class 9 contains 51432 members 
Mstep: Class 10 contains 34435 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 1844 members 
Mstep: Class 13 contains 7835 members 
Mstep: Class 14 contains 35511 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 45566 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 5458 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 20 clusters Score -4.288366e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 27209 members 
Mstep: Class 3 contains 4215 members 
Mstep: Class 4 contains 10121 members 
Mstep: Class 5 contains 58482 members 
Mstep: Class 6 contains 14766 members 
Mstep: Class 7 contains 19294 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 52326 members 
Mstep: Class 10 contains 32816 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 7809 members 
Mstep: Class 14 contains 34890 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 45651 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 19Q: 20 clusters Score -4.288616e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 27245 members 
Mstep: Class 3 contains 3965 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 60455 members 
Mstep: Class 6 contains 14146 members 
Mstep: Class 7 contains 19309 members 
Mstep: Class 8 contains 3512 members 
Mstep: Class 9 contains 53061 members 
Mstep: Class 10 contains 31331 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 34390 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 45747 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 5708 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 20 clusters Score -4.288826e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 10148 members 
Mstep: Class 5 contains 62130 members 
Mstep: Class 6 contains 13697 members 
Mstep: Class 7 contains 19341 members 
Mstep: Class 8 contains 3528 members 
Mstep: Class 9 contains 53588 members 
Mstep: Class 10 contains 30138 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 7771 members 
Mstep: Class 14 contains 34015 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 4040 members 
Mstep: Class 17 contains 45752 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 21Q: 20 clusters Score -4.288953e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 27247 members 
Mstep: Class 3 contains 3543 members 
Mstep: Class 4 contains 10149 members 
Mstep: Class 5 contains 63471 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 19406 members 
Mstep: Class 8 contains 3541 members 
Mstep: Class 9 contains 53942 members 
Mstep: Class 10 contains 29147 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 33812 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3957 members 
Mstep: Class 17 contains 45731 members 
Mstep: Class 19 contains 4202 members 
Mstep: Class 20 contains 5860 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 20 clusters Score -4.28908e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 27233 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 64660 members 
Mstep: Class 6 contains 13180 members 
Mstep: Class 7 contains 19455 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 54123 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 33712 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 45716 members 
Mstep: Class 19 contains 4171 members 
Mstep: Class 20 contains 5922 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 23Q: 20 clusters Score -4.289142e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 27210 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 13040 members 
Mstep: Class 7 contains 19495 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 54168 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 33707 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3820 members 
Mstep: Class 17 contains 45725 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 24Q: 20 clusters Score -4.28921e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 27176 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 66750 members 
Mstep: Class 6 contains 12950 members 
Mstep: Class 7 contains 19543 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 54106 members 
Mstep: Class 10 contains 26616 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 7753 members 
Mstep: Class 14 contains 33754 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3780 members 
Mstep: Class 17 contains 45731 members 
Mstep: Class 19 contains 4144 members 
Mstep: Class 20 contains 5985 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -4.289254e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 27144 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 67613 members 
Mstep: Class 6 contains 12890 members 
Mstep: Class 7 contains 19569 members 
Mstep: Class 8 contains 3616 members 
Mstep: Class 9 contains 54008 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 7752 members 
Mstep: Class 14 contains 33848 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 45732 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 6010 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -4.289294e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 3 contains 2864 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 68381 members 
Mstep: Class 6 contains 12835 members 
Mstep: Class 7 contains 19583 members 
Mstep: Class 8 contains 3626 members 
Mstep: Class 9 contains 53862 members 
Mstep: Class 10 contains 25301 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 7747 members 
Mstep: Class 14 contains 34016 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 45728 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 6034 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -4.28933e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 27080 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 10149 members 
Mstep: Class 5 contains 69110 members 
Mstep: Class 6 contains 12795 members 
Mstep: Class 7 contains 19601 members 
Mstep: Class 8 contains 3636 members 
Mstep: Class 9 contains 53670 members 
Mstep: Class 10 contains 24664 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 7747 members 
Mstep: Class 14 contains 34250 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 45727 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 6055 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -4.289376e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 27047 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 69776 members 
Mstep: Class 6 contains 12760 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 53447 members 
Mstep: Class 10 contains 24073 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1759 members 
Mstep: Class 13 contains 7746 members 
Mstep: Class 14 contains 34497 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 45731 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 6081 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -4.289401e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 26998 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 10143 members 
Mstep: Class 5 contains 70429 members 
Mstep: Class 6 contains 12729 members 
Mstep: Class 7 contains 19645 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 53166 members 
Mstep: Class 10 contains 23474 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 7745 members 
Mstep: Class 14 contains 34806 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 17 contains 45725 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 6102 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -4.289445e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 26958 members 
Mstep: Class 3 contains 2710 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 71089 members 
Mstep: Class 6 contains 12706 members 
Mstep: Class 7 contains 19665 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 52849 members 
Mstep: Class 10 contains 22878 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 7746 members 
Mstep: Class 14 contains 35108 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 45721 members 
Mstep: Class 19 contains 4227 members 
Mstep: Class 20 contains 6122 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -4.289471e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 26909 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 71729 members 
Mstep: Class 6 contains 12695 members 
Mstep: Class 7 contains 19708 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 52524 members 
Mstep: Class 10 contains 22288 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 7742 members 
Mstep: Class 14 contains 35405 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 45720 members 
Mstep: Class 19 contains 4241 members 
Mstep: Class 20 contains 6132 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -4.289504e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 26873 members 
Mstep: Class 3 contains 2672 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 72321 members 
Mstep: Class 6 contains 12681 members 
Mstep: Class 7 contains 19759 members 
Mstep: Class 8 contains 3661 members 
Mstep: Class 9 contains 52198 members 
Mstep: Class 10 contains 21713 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 7745 members 
Mstep: Class 14 contains 35714 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3581 members 
Mstep: Class 17 contains 45722 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 6127 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -4.28954e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 26845 members 
Mstep: Class 3 contains 2647 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 72867 members 
Mstep: Class 6 contains 12671 members 
Mstep: Class 7 contains 19813 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 51892 members 
Mstep: Class 10 contains 21131 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1672 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 36044 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 45714 members 
Mstep: Class 19 contains 4270 members 
Mstep: Class 20 contains 6131 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -4.289564e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 26812 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 4 contains 10125 members 
Mstep: Class 5 contains 73377 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 19864 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 51573 members 
Mstep: Class 10 contains 20575 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 36388 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3558 members 
Mstep: Class 17 contains 45713 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42895848.000000 Penalty: 59960.500000
Iteration 35Q: 20 clusters Score -4.289585e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 26763 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 4 contains 10121 members 
Mstep: Class 5 contains 73882 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 19885 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 51264 members 
Mstep: Class 10 contains 20041 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 13 contains 7755 members 
Mstep: Class 14 contains 36756 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3545 members 
Mstep: Class 17 contains 45706 members 
Mstep: Class 19 contains 4290 members 
Mstep: Class 20 contains 6122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42896032.000000 Penalty: 59960.500000
Iteration 36Q: 20 clusters Score -4.289603e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 26729 members 
Mstep: Class 3 contains 2598 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 5 contains 74330 members 
Mstep: Class 6 contains 12640 members 
Mstep: Class 7 contains 19956 members 
Mstep: Class 8 contains 3789 members 
Mstep: Class 9 contains 50970 members 
Mstep: Class 10 contains 19501 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 13 contains 7759 members 
Mstep: Class 14 contains 37091 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 17 contains 45697 members 
Mstep: Class 19 contains 4298 members 
Mstep: Class 20 contains 6113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42896252.000000 Penalty: 59960.500000
Iteration 37Q: 20 clusters Score -4.289625e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 26693 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 10106 members 
Mstep: Class 5 contains 74759 members 
Mstep: Class 6 contains 12637 members 
Mstep: Class 7 contains 20023 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 50659 members 
Mstep: Class 10 contains 18971 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 7760 members 
Mstep: Class 14 contains 37456 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 45697 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 6123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42896548.000000 Penalty: 59960.500000
Iteration 38Q: 20 clusters Score -4.289655e+07 nChanged 1457
Entering ConstructFrom: 
Score: -42896548.000000 Penalty: 59960.500000
Entering ConstructFrom: 
Trying to split cluster 1 (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: -806259.875000 Penalty: 2173.523926
	Iteration 0F: 2 clusters Score -806259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -800891.312500 Penalty: 4347.047852
	Iteration 0F: 3 clusters Score -800891.3 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -802359.750000 Penalty: 4347.047852
	Iteration 1F: 3 clusters Score -802359.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -802645.937500 Penalty: 4347.047852
	Iteration 2F: 3 clusters Score -802645.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -802802.250000 Penalty: 4347.047852
	Iteration 3F: 3 clusters Score -802802.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -802892.750000 Penalty: 4347.047852
	Iteration 4Q: 3 clusters Score -802892.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -802945.937500 Penalty: 4347.047852
	Iteration 5Q: 3 clusters Score -802945.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -802997.375000 Penalty: 4347.047852
	Iteration 6Q: 3 clusters Score -802997.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -803037.375000 Penalty: 4347.047852
	Iteration 7Q: 3 clusters Score -803037.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -803073.312500 Penalty: 4347.047852
	Iteration 8Q: 3 clusters Score -803073.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -803093.187500 Penalty: 4347.047852
	Iteration 9Q: 3 clusters Score -803093.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -803117.687500 Penalty: 4347.047852
	Iteration 10Q: 3 clusters Score -803117.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -803131.937500 Penalty: 4347.047852
	Iteration 11Q: 3 clusters Score -803131.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -803147.125000 Penalty: 4347.047852
	Iteration 12Q: 3 clusters Score -803147.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -803165.250000 Penalty: 4347.047852
	Iteration 13Q: 3 clusters Score -803165.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -803182.937500 Penalty: 4347.047852
	Iteration 14Q: 3 clusters Score -803182.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -803196.875000 Penalty: 4347.047852
	Iteration 15Q: 3 clusters Score -803196.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -803212.125000 Penalty: 4347.047852
	Iteration 16Q: 3 clusters Score -803212.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -803222.250000 Penalty: 4347.047852
	Iteration 17Q: 3 clusters Score -803222.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -803236.562500 Penalty: 4347.047852
	Iteration 18Q: 3 clusters Score -803236.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -803247.187500 Penalty: 4347.047852
	Iteration 19Q: 3 clusters Score -803247.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -803263.125000 Penalty: 4347.047852
	Iteration 20F: 3 clusters Score -803263.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -803282.312500 Penalty: 4347.047852
	Iteration 21Q: 3 clusters Score -803282.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -803294.750000 Penalty: 4347.047852
	Iteration 22Q: 3 clusters Score -803294.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -803310.625000 Penalty: 4347.047852
	Iteration 23Q: 3 clusters Score -803310.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -803324.562500 Penalty: 4347.047852
	Iteration 24Q: 3 clusters Score -803324.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -803333.875000 Penalty: 4347.047852
	Iteration 25Q: 3 clusters Score -803333.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -803341.937500 Penalty: 4347.047852
	Iteration 26Q: 3 clusters Score -803341.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -803352.750000 Penalty: 4347.047852
	Iteration 27Q: 3 clusters Score -803352.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -803366.187500 Penalty: 4347.047852
	Iteration 28Q: 3 clusters Score -803366.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -803373.937500 Penalty: 4347.047852
	Iteration 29Q: 3 clusters Score -803373.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -803381.312500 Penalty: 4347.047852
	Iteration 30Q: 3 clusters Score -803381.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -803390.500000 Penalty: 4347.047852
	Iteration 31Q: 3 clusters Score -803390.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -803399.562500 Penalty: 4347.047852
	Iteration 32Q: 3 clusters Score -803399.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -803409.125000 Penalty: 4347.047852
	Iteration 33Q: 3 clusters Score -803409.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -803425.312500 Penalty: 4347.047852
	Iteration 34Q: 3 clusters Score -803425.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -803446.125000 Penalty: 4347.047852
	Iteration 35Q: 3 clusters Score -803446.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -803469.125000 Penalty: 4347.047852
	Iteration 36Q: 3 clusters Score -803469.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -803486.875000 Penalty: 4347.047852
	Iteration 37Q: 3 clusters Score -803486.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -803505.062500 Penalty: 4347.047852
	Iteration 38Q: 3 clusters Score -803505.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -803520.625000 Penalty: 4347.047852
	Iteration 39Q: 3 clusters Score -803520.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -803530.125000 Penalty: 4347.047852
	Iteration 40F: 3 clusters Score -803530.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -803549.187500 Penalty: 4347.047852
	Iteration 41Q: 3 clusters Score -803549.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -803564.375000 Penalty: 4347.047852
	Iteration 42Q: 3 clusters Score -803564.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -803572.250000 Penalty: 4347.047852
	Iteration 43Q: 3 clusters Score -803572.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -803581.375000 Penalty: 4347.047852
	Iteration 44Q: 3 clusters Score -803581.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -803591.562500 Penalty: 4347.047852
	Iteration 45Q: 3 clusters Score -803591.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -803601.312500 Penalty: 4347.047852
	Iteration 46Q: 3 clusters Score -803601.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -803613.250000 Penalty: 4347.047852
	Iteration 47Q: 3 clusters Score -803613.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -803623.062500 Penalty: 4347.047852
	Iteration 48Q: 3 clusters Score -803623.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -803635.812500 Penalty: 4347.047852
	Iteration 49Q: 3 clusters Score -803635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -803645.437500 Penalty: 4347.047852
	Iteration 50Q: 3 clusters Score -803645.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -803656.750000 Penalty: 4347.047852
	Iteration 51Q: 3 clusters Score -803656.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -803674.250000 Penalty: 4347.047852
	Iteration 52Q: 3 clusters Score -803674.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -803682.750000 Penalty: 4347.047852
	Iteration 53Q: 3 clusters Score -803682.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -803695.375000 Penalty: 4347.047852
	Iteration 54Q: 3 clusters Score -803695.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -803705.812500 Penalty: 4347.047852
	Iteration 55Q: 3 clusters Score -803705.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -803718.625000 Penalty: 4347.047852
	Iteration 56Q: 3 clusters Score -803718.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -803725.625000 Penalty: 4347.047852
	Iteration 57Q: 3 clusters Score -803725.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -803731.500000 Penalty: 4347.047852
	Iteration 58Q: 3 clusters Score -803731.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -803736.500000 Penalty: 4347.047852
	Iteration 59Q: 3 clusters Score -803736.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -803739.375000 Penalty: 4347.047852
	Iteration 60F: 3 clusters Score -803739.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -803743.750000 Penalty: 4347.047852
	Iteration 61Q: 3 clusters Score -803743.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -803745.437500 Penalty: 4347.047852
	Iteration 62Q: 3 clusters Score -803745.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -803750.000000 Penalty: 4347.047852
	Iteration 63Q: 3 clusters Score -803750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -803754.250000 Penalty: 4347.047852
	Iteration 64Q: 3 clusters Score -803754.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -803759.562500 Penalty: 4347.047852
	Iteration 65Q: 3 clusters Score -803759.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -803761.375000 Penalty: 4347.047852
	Iteration 66Q: 3 clusters Score -803761.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -803762.937500 Penalty: 4347.047852
	Iteration 67Q: 3 clusters Score -803762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -803767.187500 Penalty: 4347.047852
	Iteration 68Q: 3 clusters Score -803767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -803767.875000 Penalty: 4347.047852
	Iteration 69Q: 3 clusters Score -803767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -803770.500000 Penalty: 4347.047852
	Iteration 70Q: 3 clusters Score -803770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -803773.500000 Penalty: 4347.047852
	Iteration 71Q: 3 clusters Score -803773.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -803777.062500 Penalty: 4347.047852
	Iteration 72Q: 3 clusters Score -803777.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -803781.437500 Penalty: 4347.047852
	Iteration 73Q: 3 clusters Score -803781.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -803786.937500 Penalty: 4347.047852
	Iteration 74Q: 3 clusters Score -803786.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -803788.812500 Penalty: 4347.047852
	Iteration 75Q: 3 clusters Score -803788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -803791.000000 Penalty: 4347.047852
	Iteration 76Q: 3 clusters Score -803791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -803792.437500 Penalty: 4347.047852
	Iteration 77Q: 3 clusters Score -803792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -803796.687500 Penalty: 4347.047852
	Iteration 78Q: 3 clusters Score -803796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -803795.875000 Penalty: 4347.047852
	Iteration 79Q: 3 clusters Score -803795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -803796.625000 Penalty: 4347.047852
	Iteration 80F: 3 clusters Score -803796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -803799.375000 Penalty: 4347.047852
	Iteration 81Q: 3 clusters Score -803799.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -803801.312500 Penalty: 4347.047852
	Iteration 82Q: 3 clusters Score -803801.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -803802.937500 Penalty: 4347.047852
	Iteration 83Q: 3 clusters Score -803802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -803802.875000 Penalty: 4347.047852
	Iteration 84Q: 3 clusters Score -803802.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -803805.312500 Penalty: 4347.047852
	Iteration 85Q: 3 clusters Score -803805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -803805.312500 Penalty: 4347.047852
	Iteration 86Q: 3 clusters Score -803805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -803807.125000 Penalty: 4347.047852
	Iteration 87Q: 3 clusters Score -803807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -803809.375000 Penalty: 4347.047852
	Iteration 88Q: 3 clusters Score -803809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -803811.375000 Penalty: 4347.047852
	Iteration 89Q: 3 clusters Score -803811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -803810.875000 Penalty: 4347.047852
	Iteration 90Q: 3 clusters Score -803810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -803810.875000 Penalty: 4347.047852
	Iteration 91F: 3 clusters Score -803810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Entering Unmasked Estep 
Score: -3468909.000000 Penalty: 2527.282959
	Iteration 0F: 2 clusters Score -3468909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3450596.250000 Penalty: 5054.565918
	Iteration 0F: 3 clusters Score -3450596 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3457162.000000 Penalty: 5054.565918
	Iteration 1F: 3 clusters Score -3457162 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3458036.750000 Penalty: 5054.565918
	Iteration 2F: 3 clusters Score -3458037 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3459240.750000 Penalty: 5054.565918
	Iteration 3F: 3 clusters Score -3459241 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3460747.000000 Penalty: 5054.565918
	Iteration 4F: 3 clusters Score -3460747 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3462533.000000 Penalty: 5054.565918
	Iteration 5F: 3 clusters Score -3462533 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3464295.250000 Penalty: 5054.565918
	Iteration 6F: 3 clusters Score -3464295 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3465752.500000 Penalty: 5054.565918
	Iteration 7F: 3 clusters Score -3465752 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3466745.750000 Penalty: 5054.565918
	Iteration 8Q: 3 clusters Score -3466746 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3467372.500000 Penalty: 5054.565918
	Iteration 9Q: 3 clusters Score -3467372 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3467749.500000 Penalty: 5054.565918
	Iteration 10Q: 3 clusters Score -3467750 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3468008.250000 Penalty: 5054.565918
	Iteration 11Q: 3 clusters Score -3468008 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3468218.250000 Penalty: 5054.565918
	Iteration 12Q: 3 clusters Score -3468218 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3468381.000000 Penalty: 5054.565918
	Iteration 13Q: 3 clusters Score -3468381 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3468509.750000 Penalty: 5054.565918
	Iteration 14Q: 3 clusters Score -3468510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3468599.250000 Penalty: 5054.565918
	Iteration 15Q: 3 clusters Score -3468599 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3468660.750000 Penalty: 5054.565918
	Iteration 16Q: 3 clusters Score -3468661 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3468701.500000 Penalty: 5054.565918
	Iteration 17Q: 3 clusters Score -3468702 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3468738.000000 Penalty: 5054.565918
	Iteration 18Q: 3 clusters Score -3468738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3468765.500000 Penalty: 5054.565918
	Iteration 19Q: 3 clusters Score -3468766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3468775.750000 Penalty: 5054.565918
	Iteration 20F: 3 clusters Score -3468776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3468782.250000 Penalty: 5054.565918
	Iteration 21Q: 3 clusters Score -3468782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3468796.250000 Penalty: 5054.565918
	Iteration 22Q: 3 clusters Score -3468796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3468792.500000 Penalty: 5054.565918
	Iteration 23Q: 3 clusters Score -3468792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3468786.750000 Penalty: 5054.565918
	Iteration 24Q: 3 clusters Score -3468787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3468792.750000 Penalty: 5054.565918
	Iteration 25Q: 3 clusters Score -3468793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3468808.750000 Penalty: 5054.565918
	Iteration 26Q: 3 clusters Score -3468809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3468803.250000 Penalty: 5054.565918
	Iteration 27Q: 3 clusters Score -3468803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3468796.250000 Penalty: 5054.565918
	Iteration 28Q: 3 clusters Score -3468796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3468793.750000 Penalty: 5054.565918
	Iteration 29Q: 3 clusters Score -3468794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3468793.500000 Penalty: 5054.565918
	Iteration 30Q: 3 clusters Score -3468794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3468798.500000 Penalty: 5054.565918
	Iteration 31Q: 3 clusters Score -3468798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3468801.000000 Penalty: 5054.565918
	Iteration 32Q: 3 clusters Score -3468801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3468799.000000 Penalty: 5054.565918
	Iteration 33Q: 3 clusters Score -3468799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3468801.500000 Penalty: 5054.565918
	Iteration 34Q: 3 clusters Score -3468802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3468796.750000 Penalty: 5054.565918
	Iteration 35Q: 3 clusters Score -3468797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3468790.500000 Penalty: 5054.565918
	Iteration 36Q: 3 clusters Score -3468790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3468795.750000 Penalty: 5054.565918
	Iteration 37Q: 3 clusters Score -3468796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3468798.500000 Penalty: 5054.565918
	Iteration 38Q: 3 clusters Score -3468798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3468803.000000 Penalty: 5054.565918
	Iteration 39Q: 3 clusters Score -3468803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3468799.250000 Penalty: 5054.565918
	Iteration 40F: 3 clusters Score -3468799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3468804.500000 Penalty: 5054.565918
	Iteration 41Q: 3 clusters Score -3468804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3468807.250000 Penalty: 5054.565918
	Iteration 42Q: 3 clusters Score -3468807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3468805.250000 Penalty: 5054.565918
	Iteration 43Q: 3 clusters Score -3468805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3468805.250000 Penalty: 5054.565918
	Iteration 44F: 3 clusters Score -3468805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -336381.906250 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -336381.9 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 1234 members 
Entering Unmasked Estep 
Score: -333423.750000 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -333423.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -333970.156250 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -333970.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -334107.875000 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -334107.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -334181.468750 Penalty: 3893.264648
	Iteration 3Q: 3 clusters Score -334181.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -334228.593750 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -334228.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -334272.031250 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -334272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -334297.187500 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -334297.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -334317.125000 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -334317.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -334328.656250 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -334328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -334336.343750 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -334336.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -334341.437500 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -334341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -334346.468750 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -334346.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -334354.218750 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -334354.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -334360.937500 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -334360.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -334367.812500 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -334367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334370.562500 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -334370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334370.562500 Penalty: 3893.264648
	Iteration 16F: 3 clusters Score -334370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1312469.125000 Penalty: 2286.583008
	Iteration 0F: 2 clusters Score -1312469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1304711.750000 Penalty: 4573.166016
	Iteration 0F: 3 clusters Score -1304712 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1306995.750000 Penalty: 4573.166016
	Iteration 1F: 3 clusters Score -1306996 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1307326.500000 Penalty: 4573.166016
	Iteration 2F: 3 clusters Score -1307326 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1307625.250000 Penalty: 4573.166016
	Iteration 3F: 3 clusters Score -1307625 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1307932.250000 Penalty: 4573.166016
	Iteration 4F: 3 clusters Score -1307932 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1308334.750000 Penalty: 4573.166016
	Iteration 5F: 3 clusters Score -1308335 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1308835.375000 Penalty: 4573.166016
	Iteration 6F: 3 clusters Score -1308835 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1309380.500000 Penalty: 4573.166016
	Iteration 7F: 3 clusters Score -1309380 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1309864.250000 Penalty: 4573.166016
	Iteration 8F: 3 clusters Score -1309864 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1310201.625000 Penalty: 4573.166016
	Iteration 9Q: 3 clusters Score -1310202 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1310438.125000 Penalty: 4573.166016
	Iteration 10Q: 3 clusters Score -1310438 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1310567.875000 Penalty: 4573.166016
	Iteration 11Q: 3 clusters Score -1310568 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1310625.000000 Penalty: 4573.166016
	Iteration 12Q: 3 clusters Score -1310625 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1310656.625000 Penalty: 4573.166016
	Iteration 13Q: 3 clusters Score -1310657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1310682.125000 Penalty: 4573.166016
	Iteration 14Q: 3 clusters Score -1310682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1310694.375000 Penalty: 4573.166016
	Iteration 15Q: 3 clusters Score -1310694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1310698.625000 Penalty: 4573.166016
	Iteration 16Q: 3 clusters Score -1310699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1310707.500000 Penalty: 4573.166016
	Iteration 17Q: 3 clusters Score -1310708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1310712.125000 Penalty: 4573.166016
	Iteration 18Q: 3 clusters Score -1310712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1310717.875000 Penalty: 4573.166016
	Iteration 19Q: 3 clusters Score -1310718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1310723.000000 Penalty: 4573.166016
	Iteration 20F: 3 clusters Score -1310723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1310731.500000 Penalty: 4573.166016
	Iteration 21Q: 3 clusters Score -1310732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1310737.625000 Penalty: 4573.166016
	Iteration 22Q: 3 clusters Score -1310738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1310739.375000 Penalty: 4573.166016
	Iteration 23Q: 3 clusters Score -1310739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1310742.125000 Penalty: 4573.166016
	Iteration 24Q: 3 clusters Score -1310742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1310750.125000 Penalty: 4573.166016
	Iteration 25Q: 3 clusters Score -1310750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1310751.250000 Penalty: 4573.166016
	Iteration 26Q: 3 clusters Score -1310751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1310757.000000 Penalty: 4573.166016
	Iteration 27Q: 3 clusters Score -1310757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1310756.000000 Penalty: 4573.166016
	Iteration 28Q: 3 clusters Score -1310756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1310757.500000 Penalty: 4573.166016
	Iteration 29Q: 3 clusters Score -1310758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1310762.000000 Penalty: 4573.166016
	Iteration 30Q: 3 clusters Score -1310762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1310764.375000 Penalty: 4573.166016
	Iteration 31Q: 3 clusters Score -1310764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1310762.875000 Penalty: 4573.166016
	Iteration 32Q: 3 clusters Score -1310763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1310761.625000 Penalty: 4573.166016
	Iteration 33Q: 3 clusters Score -1310762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1310763.250000 Penalty: 4573.166016
	Iteration 34Q: 3 clusters Score -1310763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1310764.000000 Penalty: 4573.166016
	Iteration 35Q: 3 clusters Score -1310764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1310765.625000 Penalty: 4573.166016
	Iteration 36Q: 3 clusters Score -1310766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1310769.125000 Penalty: 4573.166016
	Iteration 37Q: 3 clusters Score -1310769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1310765.875000 Penalty: 4573.166016
	Iteration 38Q: 3 clusters Score -1310766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1310765.250000 Penalty: 4573.166016
	Iteration 39Q: 3 clusters Score -1310765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1310765.250000 Penalty: 4573.166016
	Iteration 40F: 3 clusters Score -1310765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Entering Unmasked Estep 
Score: -9982910.000000 Penalty: 2784.474609
	Iteration 0F: 2 clusters Score -9982910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -9932627.000000 Penalty: 5568.949219
	Iteration 0F: 3 clusters Score -9932627 nChanged 35348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -9952257.000000 Penalty: 5568.949219
	Iteration 1F: 3 clusters Score -9952257 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -9952776.000000 Penalty: 5568.949219
	Iteration 2Q: 3 clusters Score -9952776 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -9953278.000000 Penalty: 5568.949219
	Iteration 3Q: 3 clusters Score -9953278 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -9953810.000000 Penalty: 5568.949219
	Iteration 4Q: 3 clusters Score -9953810 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -9954455.000000 Penalty: 5568.949219
	Iteration 5Q: 3 clusters Score -9954455 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -9955509.000000 Penalty: 5568.949219
	Iteration 6Q: 3 clusters Score -9955509 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -9957017.000000 Penalty: 5568.949219
	Iteration 7Q: 3 clusters Score -9957017 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -9959703.000000 Penalty: 5568.949219
	Iteration 8F: 3 clusters Score -9959703 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -9963927.000000 Penalty: 5568.949219
	Iteration 9F: 3 clusters Score -9963927 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -9969719.000000 Penalty: 5568.949219
	Iteration 10F: 3 clusters Score -9969719 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -9975241.000000 Penalty: 5568.949219
	Iteration 11F: 3 clusters Score -9975241 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9978585.000000 Penalty: 5568.949219
	Iteration 12Q: 3 clusters Score -9978585 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9979789.000000 Penalty: 5568.949219
	Iteration 13Q: 3 clusters Score -9979789 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9980156.000000 Penalty: 5568.949219
	Iteration 14Q: 3 clusters Score -9980156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9980287.000000 Penalty: 5568.949219
	Iteration 15Q: 3 clusters Score -9980287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9980334.000000 Penalty: 5568.949219
	Iteration 16Q: 3 clusters Score -9980334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9980360.000000 Penalty: 5568.949219
	Iteration 17Q: 3 clusters Score -9980360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9980370.000000 Penalty: 5568.949219
	Iteration 18Q: 3 clusters Score -9980370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9980384.000000 Penalty: 5568.949219
	Iteration 19Q: 3 clusters Score -9980384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9980395.000000 Penalty: 5568.949219
	Iteration 20F: 3 clusters Score -9980395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9980393.000000 Penalty: 5568.949219
	Iteration 21Q: 3 clusters Score -9980393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9980396.000000 Penalty: 5568.949219
	Iteration 22Q: 3 clusters Score -9980396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9980409.000000 Penalty: 5568.949219
	Iteration 23Q: 3 clusters Score -9980409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9980415.000000 Penalty: 5568.949219
	Iteration 24Q: 3 clusters Score -9980415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9980422.000000 Penalty: 5568.949219
	Iteration 25Q: 3 clusters Score -9980422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9980423.000000 Penalty: 5568.949219
	Iteration 26Q: 3 clusters Score -9980423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9980425.000000 Penalty: 5568.949219
	Iteration 27Q: 3 clusters Score -9980425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9980425.000000 Penalty: 5568.949219
	Iteration 28F: 3 clusters Score -9980425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Entering Unmasked Estep 
Score: -1665047.500000 Penalty: 2342.128906
	Iteration 0F: 2 clusters Score -1665048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1655778.875000 Penalty: 4684.257812
	Iteration 0F: 3 clusters Score -1655779 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1658577.375000 Penalty: 4684.257812
	Iteration 1F: 3 clusters Score -1658577 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1658910.750000 Penalty: 4684.257812
	Iteration 2F: 3 clusters Score -1658911 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1659166.250000 Penalty: 4684.257812
	Iteration 3Q: 3 clusters Score -1659166 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1659399.625000 Penalty: 4684.257812
	Iteration 4Q: 3 clusters Score -1659400 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1659652.875000 Penalty: 4684.257812
	Iteration 5Q: 3 clusters Score -1659653 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1659958.000000 Penalty: 4684.257812
	Iteration 6Q: 3 clusters Score -1659958 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1660335.000000 Penalty: 4684.257812
	Iteration 7Q: 3 clusters Score -1660335 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1660766.625000 Penalty: 4684.257812
	Iteration 8F: 3 clusters Score -1660767 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1661223.500000 Penalty: 4684.257812
	Iteration 9F: 3 clusters Score -1661224 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1661716.000000 Penalty: 4684.257812
	Iteration 10Q: 3 clusters Score -1661716 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1662132.625000 Penalty: 4684.257812
	Iteration 11Q: 3 clusters Score -1662133 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1662421.125000 Penalty: 4684.257812
	Iteration 12Q: 3 clusters Score -1662421 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1662632.750000 Penalty: 4684.257812
	Iteration 13Q: 3 clusters Score -1662633 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1662807.000000 Penalty: 4684.257812
	Iteration 14Q: 3 clusters Score -1662807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1662911.125000 Penalty: 4684.257812
	Iteration 15Q: 3 clusters Score -1662911 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1662980.000000 Penalty: 4684.257812
	Iteration 16Q: 3 clusters Score -1662980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1663021.500000 Penalty: 4684.257812
	Iteration 17Q: 3 clusters Score -1663022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1663041.875000 Penalty: 4684.257812
	Iteration 18Q: 3 clusters Score -1663042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1663061.375000 Penalty: 4684.257812
	Iteration 19Q: 3 clusters Score -1663061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1663091.250000 Penalty: 4684.257812
	Iteration 20F: 3 clusters Score -1663091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1663117.000000 Penalty: 4684.257812
	Iteration 21Q: 3 clusters Score -1663117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1663135.750000 Penalty: 4684.257812
	Iteration 22Q: 3 clusters Score -1663136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1663149.000000 Penalty: 4684.257812
	Iteration 23Q: 3 clusters Score -1663149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1663150.875000 Penalty: 4684.257812
	Iteration 24Q: 3 clusters Score -1663151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1663155.625000 Penalty: 4684.257812
	Iteration 25Q: 3 clusters Score -1663156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1663155.125000 Penalty: 4684.257812
	Iteration 26Q: 3 clusters Score -1663155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1663155.125000 Penalty: 4684.257812
	Iteration 27F: 3 clusters Score -1663155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Entering Unmasked Estep 
Score: -2588013.500000 Penalty: 2457.412842
	Iteration 0F: 2 clusters Score -2588014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2573958.750000 Penalty: 4914.825684
	Iteration 0F: 3 clusters Score -2573959 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2578643.500000 Penalty: 4914.825684
	Iteration 1F: 3 clusters Score -2578644 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2579089.750000 Penalty: 4914.825684
	Iteration 2F: 3 clusters Score -2579090 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2579488.250000 Penalty: 4914.825684
	Iteration 3Q: 3 clusters Score -2579488 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2579871.750000 Penalty: 4914.825684
	Iteration 4Q: 3 clusters Score -2579872 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2580311.500000 Penalty: 4914.825684
	Iteration 5Q: 3 clusters Score -2580312 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2580782.250000 Penalty: 4914.825684
	Iteration 6Q: 3 clusters Score -2580782 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2581344.250000 Penalty: 4914.825684
	Iteration 7Q: 3 clusters Score -2581344 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2581962.000000 Penalty: 4914.825684
	Iteration 8Q: 3 clusters Score -2581962 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2582637.000000 Penalty: 4914.825684
	Iteration 9F: 3 clusters Score -2582637 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2583306.500000 Penalty: 4914.825684
	Iteration 10Q: 3 clusters Score -2583306 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2583963.250000 Penalty: 4914.825684
	Iteration 11Q: 3 clusters Score -2583963 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2584555.000000 Penalty: 4914.825684
	Iteration 12Q: 3 clusters Score -2584555 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2585016.000000 Penalty: 4914.825684
	Iteration 13Q: 3 clusters Score -2585016 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2585308.500000 Penalty: 4914.825684
	Iteration 14Q: 3 clusters Score -2585308 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2585467.500000 Penalty: 4914.825684
	Iteration 15Q: 3 clusters Score -2585468 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2585597.000000 Penalty: 4914.825684
	Iteration 16Q: 3 clusters Score -2585597 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2585689.250000 Penalty: 4914.825684
	Iteration 17Q: 3 clusters Score -2585689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2585767.250000 Penalty: 4914.825684
	Iteration 18Q: 3 clusters Score -2585767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2585809.500000 Penalty: 4914.825684
	Iteration 19Q: 3 clusters Score -2585810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2585864.750000 Penalty: 4914.825684
	Iteration 20F: 3 clusters Score -2585865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2585891.250000 Penalty: 4914.825684
	Iteration 21Q: 3 clusters Score -2585891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2585913.500000 Penalty: 4914.825684
	Iteration 22Q: 3 clusters Score -2585914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2585930.250000 Penalty: 4914.825684
	Iteration 23Q: 3 clusters Score -2585930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2585937.250000 Penalty: 4914.825684
	Iteration 24Q: 3 clusters Score -2585937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2585946.250000 Penalty: 4914.825684
	Iteration 25Q: 3 clusters Score -2585946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2585949.750000 Penalty: 4914.825684
	Iteration 26Q: 3 clusters Score -2585950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2585960.750000 Penalty: 4914.825684
	Iteration 27Q: 3 clusters Score -2585961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2585967.000000 Penalty: 4914.825684
	Iteration 28Q: 3 clusters Score -2585967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2585967.000000 Penalty: 4914.825684
	Iteration 29Q: 3 clusters Score -2585967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2585974.500000 Penalty: 4914.825684
	Iteration 30Q: 3 clusters Score -2585974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2585974.500000 Penalty: 4914.825684
	Iteration 31F: 3 clusters Score -2585974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -461138.656250 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -461138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -457326.187500 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -457326.2 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -458191.718750 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -458191.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -458429.031250 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -458429 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -458570.437500 Penalty: 4096.306152
	Iteration 3F: 3 clusters Score -458570.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -458661.375000 Penalty: 4096.306152
	Iteration 4Q: 3 clusters Score -458661.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -458708.031250 Penalty: 4096.306152
	Iteration 5Q: 3 clusters Score -458708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -458752.031250 Penalty: 4096.306152
	Iteration 6Q: 3 clusters Score -458752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -458785.937500 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -458785.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -458811.968750 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -458812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -458839.062500 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -458839.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -458875.312500 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -458875.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -458902.000000 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -458902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -458927.406250 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -458927.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -458947.687500 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -458947.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -458962.156250 Penalty: 4096.306152
	Iteration 14Q: 3 clusters Score -458962.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -458972.156250 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -458972.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -458981.906250 Penalty: 4096.306152
	Iteration 16Q: 3 clusters Score -458981.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -458988.000000 Penalty: 4096.306152
	Iteration 17Q: 3 clusters Score -458988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -458997.656250 Penalty: 4096.306152
	Iteration 18Q: 3 clusters Score -458997.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -459003.687500 Penalty: 4096.306152
	Iteration 19Q: 3 clusters Score -459003.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -459011.968750 Penalty: 4096.306152
	Iteration 20F: 3 clusters Score -459012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -459019.781250 Penalty: 4096.306152
	Iteration 21Q: 3 clusters Score -459019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -459026.750000 Penalty: 4096.306152
	Iteration 22Q: 3 clusters Score -459026.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -459034.937500 Penalty: 4096.306152
	Iteration 23Q: 3 clusters Score -459034.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -459040.937500 Penalty: 4096.306152
	Iteration 24Q: 3 clusters Score -459040.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -459048.312500 Penalty: 4096.306152
	Iteration 25Q: 3 clusters Score -459048.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -459057.281250 Penalty: 4096.306152
	Iteration 26Q: 3 clusters Score -459057.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -459061.468750 Penalty: 4096.306152
	Iteration 27Q: 3 clusters Score -459061.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -459068.562500 Penalty: 4096.306152
	Iteration 28Q: 3 clusters Score -459068.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -459075.187500 Penalty: 4096.306152
	Iteration 29Q: 3 clusters Score -459075.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -459082.593750 Penalty: 4096.306152
	Iteration 30Q: 3 clusters Score -459082.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -459087.875000 Penalty: 4096.306152
	Iteration 31Q: 3 clusters Score -459087.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -459092.812500 Penalty: 4096.306152
	Iteration 32Q: 3 clusters Score -459092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -459097.593750 Penalty: 4096.306152
	Iteration 33Q: 3 clusters Score -459097.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -459103.937500 Penalty: 4096.306152
	Iteration 34Q: 3 clusters Score -459103.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -459110.031250 Penalty: 4096.306152
	Iteration 35Q: 3 clusters Score -459110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -459118.281250 Penalty: 4096.306152
	Iteration 36Q: 3 clusters Score -459118.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -459126.718750 Penalty: 4096.306152
	Iteration 37Q: 3 clusters Score -459126.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -459135.781250 Penalty: 4096.306152
	Iteration 38Q: 3 clusters Score -459135.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -459150.000000 Penalty: 4096.306152
	Iteration 39Q: 3 clusters Score -459150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -459162.062500 Penalty: 4096.306152
	Iteration 40F: 3 clusters Score -459162.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -459171.437500 Penalty: 4096.306152
	Iteration 41Q: 3 clusters Score -459171.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -459178.281250 Penalty: 4096.306152
	Iteration 42Q: 3 clusters Score -459178.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -459187.218750 Penalty: 4096.306152
	Iteration 43Q: 3 clusters Score -459187.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -459189.562500 Penalty: 4096.306152
	Iteration 44Q: 3 clusters Score -459189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -459192.625000 Penalty: 4096.306152
	Iteration 45Q: 3 clusters Score -459192.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -459193.875000 Penalty: 4096.306152
	Iteration 46Q: 3 clusters Score -459193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -459193.781250 Penalty: 4096.306152
	Iteration 47Q: 3 clusters Score -459193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -459194.656250 Penalty: 4096.306152
	Iteration 48Q: 3 clusters Score -459194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -459194.562500 Penalty: 4096.306152
	Iteration 49Q: 3 clusters Score -459194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -459195.562500 Penalty: 4096.306152
	Iteration 50Q: 3 clusters Score -459195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -459195.562500 Penalty: 4096.306152
	Iteration 51F: 3 clusters Score -459195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Entering Unmasked Estep 
Score: -6371078.000000 Penalty: 2684.749268
	Iteration 0F: 2 clusters Score -6371078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -6337355.000000 Penalty: 5369.498535
	Iteration 0F: 3 clusters Score -6337355 nChanged 23140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -6350188.500000 Penalty: 5369.498535
	Iteration 1F: 3 clusters Score -6350188 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6350673.000000 Penalty: 5369.498535
	Iteration 2Q: 3 clusters Score -6350673 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6351171.000000 Penalty: 5369.498535
	Iteration 3Q: 3 clusters Score -6351171 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -6351647.500000 Penalty: 5369.498535
	Iteration 4Q: 3 clusters Score -6351648 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -6352206.000000 Penalty: 5369.498535
	Iteration 5Q: 3 clusters Score -6352206 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -6352868.000000 Penalty: 5369.498535
	Iteration 6Q: 3 clusters Score -6352868 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -6353757.000000 Penalty: 5369.498535
	Iteration 7Q: 3 clusters Score -6353757 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -6354876.500000 Penalty: 5369.498535
	Iteration 8Q: 3 clusters Score -6354876 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -6356215.000000 Penalty: 5369.498535
	Iteration 9F: 3 clusters Score -6356215 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -6357946.500000 Penalty: 5369.498535
	Iteration 10F: 3 clusters Score -6357946 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -6359854.000000 Penalty: 5369.498535
	Iteration 11F: 3 clusters Score -6359854 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -6361906.000000 Penalty: 5369.498535
	Iteration 12F: 3 clusters Score -6361906 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -6363907.500000 Penalty: 5369.498535
	Iteration 13Q: 3 clusters Score -6363908 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -6365508.500000 Penalty: 5369.498535
	Iteration 14Q: 3 clusters Score -6365508 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6366742.000000 Penalty: 5369.498535
	Iteration 15Q: 3 clusters Score -6366742 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -6367513.500000 Penalty: 5369.498535
	Iteration 16Q: 3 clusters Score -6367514 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -6367955.500000 Penalty: 5369.498535
	Iteration 17Q: 3 clusters Score -6367956 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -6368235.500000 Penalty: 5369.498535
	Iteration 18Q: 3 clusters Score -6368236 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -6368404.500000 Penalty: 5369.498535
	Iteration 19Q: 3 clusters Score -6368404 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -6368499.000000 Penalty: 5369.498535
	Iteration 20F: 3 clusters Score -6368499 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6368568.500000 Penalty: 5369.498535
	Iteration 21Q: 3 clusters Score -6368568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -6368642.000000 Penalty: 5369.498535
	Iteration 22Q: 3 clusters Score -6368642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -6368706.500000 Penalty: 5369.498535
	Iteration 23Q: 3 clusters Score -6368706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -6368728.500000 Penalty: 5369.498535
	Iteration 24Q: 3 clusters Score -6368728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -6368748.500000 Penalty: 5369.498535
	Iteration 25Q: 3 clusters Score -6368748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -6368766.500000 Penalty: 5369.498535
	Iteration 26Q: 3 clusters Score -6368766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -6368775.000000 Penalty: 5369.498535
	Iteration 27Q: 3 clusters Score -6368775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -6368779.000000 Penalty: 5369.498535
	Iteration 28Q: 3 clusters Score -6368779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -6368791.000000 Penalty: 5369.498535
	Iteration 29Q: 3 clusters Score -6368791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -6368783.500000 Penalty: 5369.498535
	Iteration 30Q: 3 clusters Score -6368784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -6368795.500000 Penalty: 5369.498535
	Iteration 31Q: 3 clusters Score -6368796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -6368809.500000 Penalty: 5369.498535
	Iteration 32Q: 3 clusters Score -6368810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6368811.500000 Penalty: 5369.498535
	Iteration 33Q: 3 clusters Score -6368812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -6368820.500000 Penalty: 5369.498535
	Iteration 34Q: 3 clusters Score -6368820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -6368820.000000 Penalty: 5369.498535
	Iteration 35Q: 3 clusters Score -6368820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -6368824.000000 Penalty: 5369.498535
	Iteration 36Q: 3 clusters Score -6368824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -6368823.500000 Penalty: 5369.498535
	Iteration 37Q: 3 clusters Score -6368824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -6368833.000000 Penalty: 5369.498535
	Iteration 38Q: 3 clusters Score -6368833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -6368832.000000 Penalty: 5369.498535
	Iteration 39Q: 3 clusters Score -6368832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -6368830.000000 Penalty: 5369.498535
	Iteration 40F: 3 clusters Score -6368830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -6368835.000000 Penalty: 5369.498535
	Iteration 41Q: 3 clusters Score -6368835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -6368844.500000 Penalty: 5369.498535
	Iteration 42Q: 3 clusters Score -6368844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -6368840.500000 Penalty: 5369.498535
	Iteration 43Q: 3 clusters Score -6368840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -6368849.500000 Penalty: 5369.498535
	Iteration 44Q: 3 clusters Score -6368850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -6368852.000000 Penalty: 5369.498535
	Iteration 45Q: 3 clusters Score -6368852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -6368856.000000 Penalty: 5369.498535
	Iteration 46Q: 3 clusters Score -6368856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -6368863.000000 Penalty: 5369.498535
	Iteration 47Q: 3 clusters Score -6368863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -6368864.000000 Penalty: 5369.498535
	Iteration 48Q: 3 clusters Score -6368864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -6368869.000000 Penalty: 5369.498535
	Iteration 49Q: 3 clusters Score -6368869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -6368869.000000 Penalty: 5369.498535
	Iteration 50F: 3 clusters Score -6368869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Entering Unmasked Estep 
Score: -2467155.750000 Penalty: 2436.166992
	Iteration 0F: 2 clusters Score -2467156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2454116.000000 Penalty: 4872.333984
	Iteration 0F: 3 clusters Score -2454116 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2458363.250000 Penalty: 4872.333984
	Iteration 1F: 3 clusters Score -2458363 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2458775.250000 Penalty: 4872.333984
	Iteration 2F: 3 clusters Score -2458775 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2459112.000000 Penalty: 4872.333984
	Iteration 3Q: 3 clusters Score -2459112 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2459482.500000 Penalty: 4872.333984
	Iteration 4Q: 3 clusters Score -2459482 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2459911.000000 Penalty: 4872.333984
	Iteration 5Q: 3 clusters Score -2459911 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2460422.250000 Penalty: 4872.333984
	Iteration 6Q: 3 clusters Score -2460422 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2461116.000000 Penalty: 4872.333984
	Iteration 7F: 3 clusters Score -2461116 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2461904.500000 Penalty: 4872.333984
	Iteration 8F: 3 clusters Score -2461904 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2462787.000000 Penalty: 4872.333984
	Iteration 9F: 3 clusters Score -2462787 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2463634.000000 Penalty: 4872.333984
	Iteration 10Q: 3 clusters Score -2463634 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2464254.750000 Penalty: 4872.333984
	Iteration 11Q: 3 clusters Score -2464255 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2464621.500000 Penalty: 4872.333984
	Iteration 12Q: 3 clusters Score -2464622 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2464847.750000 Penalty: 4872.333984
	Iteration 13Q: 3 clusters Score -2464848 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2464990.250000 Penalty: 4872.333984
	Iteration 14Q: 3 clusters Score -2464990 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2465072.750000 Penalty: 4872.333984
	Iteration 15Q: 3 clusters Score -2465073 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2465114.750000 Penalty: 4872.333984
	Iteration 16Q: 3 clusters Score -2465115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2465150.500000 Penalty: 4872.333984
	Iteration 17Q: 3 clusters Score -2465150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2465180.500000 Penalty: 4872.333984
	Iteration 18Q: 3 clusters Score -2465180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2465198.500000 Penalty: 4872.333984
	Iteration 19Q: 3 clusters Score -2465198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2465217.250000 Penalty: 4872.333984
	Iteration 20F: 3 clusters Score -2465217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2465232.250000 Penalty: 4872.333984
	Iteration 21Q: 3 clusters Score -2465232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2465243.250000 Penalty: 4872.333984
	Iteration 22Q: 3 clusters Score -2465243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2465251.000000 Penalty: 4872.333984
	Iteration 23Q: 3 clusters Score -2465251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2465251.000000 Penalty: 4872.333984
	Iteration 24Q: 3 clusters Score -2465251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2465258.250000 Penalty: 4872.333984
	Iteration 25Q: 3 clusters Score -2465258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2465263.000000 Penalty: 4872.333984
	Iteration 26Q: 3 clusters Score -2465263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2465264.000000 Penalty: 4872.333984
	Iteration 27Q: 3 clusters Score -2465264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2465273.250000 Penalty: 4872.333984
	Iteration 28Q: 3 clusters Score -2465273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2465273.250000 Penalty: 4872.333984
	Iteration 29Q: 3 clusters Score -2465273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2465273.500000 Penalty: 4872.333984
	Iteration 30Q: 3 clusters Score -2465274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2465276.250000 Penalty: 4872.333984
	Iteration 31Q: 3 clusters Score -2465276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2465276.750000 Penalty: 4872.333984
	Iteration 32Q: 3 clusters Score -2465277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2465280.250000 Penalty: 4872.333984
	Iteration 33Q: 3 clusters Score -2465280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2465280.000000 Penalty: 4872.333984
	Iteration 34Q: 3 clusters Score -2465280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2465280.500000 Penalty: 4872.333984
	Iteration 35Q: 3 clusters Score -2465280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2465280.500000 Penalty: 4872.333984
	Iteration 36Q: 3 clusters Score -2465280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2465280.500000 Penalty: 4872.333984
	Iteration 37F: 3 clusters Score -2465280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -169540.500000 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -169540.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -167534.312500 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -167534.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -169119.593750 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -169119.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -170131.718750 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -170131.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -170500.359375 Penalty: 3619.020996
	Iteration 3F: 3 clusters Score -170500.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -170598.859375 Penalty: 3619.020996
	Iteration 4Q: 3 clusters Score -170598.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -170676.250000 Penalty: 3619.020996
	Iteration 5Q: 3 clusters Score -170676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -170711.531250 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -170711.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -170745.437500 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -170745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -170773.421875 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -170773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -170789.000000 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -170789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -170800.359375 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -170800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -170805.593750 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -170805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -170807.937500 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -170807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -170807.937500 Penalty: 3619.020996
	Iteration 13F: 3 clusters Score -170807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 26653 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 75186 members 
Mstep: Class 6 contains 12633 members 
Mstep: Class 7 contains 20109 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 50292 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 7760 members 
Mstep: Class 14 contains 37830 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 45705 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 6139 members 
Entering Unmasked Estep 
Score: -42896400.000000 Penalty: 63116.312500
Splitting cluster 11 changes total score from -42896548.000000 to -42896400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -193087.875000 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -193087.9 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 807 members 
Entering Unmasked Estep 
Score: -190780.781250 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -190780.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191265.187500 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -191265.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -191443.796875 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -191443.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -191563.109375 Penalty: 3663.996826
	Iteration 3F: 3 clusters Score -191563.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -191650.062500 Penalty: 3663.996826
	Iteration 4Q: 3 clusters Score -191650.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -191732.656250 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -191732.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -191816.625000 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -191816.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -191898.156250 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -191898.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -191945.296875 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -191945.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -191994.093750 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -191994.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192033.984375 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -192034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -192092.468750 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -192092.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -192168.609375 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -192168.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -192298.171875 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -192298.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -192491.359375 Penalty: 3663.996826
	Iteration 14F: 3 clusters Score -192491.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -192722.109375 Penalty: 3663.996826
	Iteration 15F: 3 clusters Score -192722.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -192932.968750 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -192933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -193018.281250 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -193018.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -193044.203125 Penalty: 3663.996826
	Iteration 18Q: 3 clusters Score -193044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -193049.593750 Penalty: 3663.996826
	Iteration 19Q: 3 clusters Score -193049.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -193055.156250 Penalty: 3663.996826
	Iteration 20F: 3 clusters Score -193055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -193056.125000 Penalty: 3663.996826
	Iteration 21Q: 3 clusters Score -193056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -193056.734375 Penalty: 3663.996826
	Iteration 22Q: 3 clusters Score -193056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -193056.734375 Penalty: 3663.996826
	Iteration 23F: 3 clusters Score -193056.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Entering Unmasked Estep 
Score: -1013965.562500 Penalty: 2221.270996
	Iteration 0F: 2 clusters Score -1013966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1007794.812500 Penalty: 4442.541992
	Iteration 0F: 3 clusters Score -1007795 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1009424.062500 Penalty: 4442.541992
	Iteration 1F: 3 clusters Score -1009424 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1009696.187500 Penalty: 4442.541992
	Iteration 2F: 3 clusters Score -1009696 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1009894.187500 Penalty: 4442.541992
	Iteration 3F: 3 clusters Score -1009894 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1010040.187500 Penalty: 4442.541992
	Iteration 4Q: 3 clusters Score -1010040 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1010173.250000 Penalty: 4442.541992
	Iteration 5Q: 3 clusters Score -1010173 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1010301.750000 Penalty: 4442.541992
	Iteration 6Q: 3 clusters Score -1010302 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1010427.687500 Penalty: 4442.541992
	Iteration 7Q: 3 clusters Score -1010428 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1010573.187500 Penalty: 4442.541992
	Iteration 8Q: 3 clusters Score -1010573 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1010736.500000 Penalty: 4442.541992
	Iteration 9Q: 3 clusters Score -1010736 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1010924.562500 Penalty: 4442.541992
	Iteration 10Q: 3 clusters Score -1010925 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1011118.687500 Penalty: 4442.541992
	Iteration 11Q: 3 clusters Score -1011119 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1011310.562500 Penalty: 4442.541992
	Iteration 12Q: 3 clusters Score -1011311 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1011468.312500 Penalty: 4442.541992
	Iteration 13Q: 3 clusters Score -1011468 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1011600.625000 Penalty: 4442.541992
	Iteration 14Q: 3 clusters Score -1011601 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1011717.000000 Penalty: 4442.541992
	Iteration 15Q: 3 clusters Score -1011717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1011803.562500 Penalty: 4442.541992
	Iteration 16Q: 3 clusters Score -1011804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1011877.500000 Penalty: 4442.541992
	Iteration 17Q: 3 clusters Score -1011878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1011922.500000 Penalty: 4442.541992
	Iteration 18Q: 3 clusters Score -1011922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1011956.750000 Penalty: 4442.541992
	Iteration 19Q: 3 clusters Score -1011957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1011981.437500 Penalty: 4442.541992
	Iteration 20F: 3 clusters Score -1011981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1011995.000000 Penalty: 4442.541992
	Iteration 21Q: 3 clusters Score -1011995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1011998.750000 Penalty: 4442.541992
	Iteration 22Q: 3 clusters Score -1011999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1012005.187500 Penalty: 4442.541992
	Iteration 23Q: 3 clusters Score -1012005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1012004.687500 Penalty: 4442.541992
	Iteration 24Q: 3 clusters Score -1012005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1012005.437500 Penalty: 4442.541992
	Iteration 25Q: 3 clusters Score -1012005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1012006.500000 Penalty: 4442.541992
	Iteration 26Q: 3 clusters Score -1012006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1012006.500000 Penalty: 4442.541992
	Iteration 27F: 3 clusters Score -1012006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Entering Unmasked Estep 
Score: -5012266.500000 Penalty: 2614.132568
	Iteration 0F: 2 clusters Score -5012266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4986558.000000 Penalty: 5228.265137
	Iteration 0F: 3 clusters Score -4986558 nChanged 17368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4996193.000000 Penalty: 5228.265137
	Iteration 1F: 3 clusters Score -4996193 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4996682.500000 Penalty: 5228.265137
	Iteration 2Q: 3 clusters Score -4996682 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4997126.000000 Penalty: 5228.265137
	Iteration 3Q: 3 clusters Score -4997126 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4997528.000000 Penalty: 5228.265137
	Iteration 4Q: 3 clusters Score -4997528 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4997984.000000 Penalty: 5228.265137
	Iteration 5Q: 3 clusters Score -4997984 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4998573.500000 Penalty: 5228.265137
	Iteration 6Q: 3 clusters Score -4998574 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -4999387.500000 Penalty: 5228.265137
	Iteration 7Q: 3 clusters Score -4999388 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -5000516.500000 Penalty: 5228.265137
	Iteration 8F: 3 clusters Score -5000516 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5002067.500000 Penalty: 5228.265137
	Iteration 9F: 3 clusters Score -5002068 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -5003954.500000 Penalty: 5228.265137
	Iteration 10F: 3 clusters Score -5003954 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -5005694.500000 Penalty: 5228.265137
	Iteration 11F: 3 clusters Score -5005694 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -5007069.000000 Penalty: 5228.265137
	Iteration 12Q: 3 clusters Score -5007069 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -5008022.000000 Penalty: 5228.265137
	Iteration 13Q: 3 clusters Score -5008022 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -5008713.000000 Penalty: 5228.265137
	Iteration 14Q: 3 clusters Score -5008713 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -5009232.500000 Penalty: 5228.265137
	Iteration 15Q: 3 clusters Score -5009232 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -5009623.000000 Penalty: 5228.265137
	Iteration 16Q: 3 clusters Score -5009623 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -5009821.500000 Penalty: 5228.265137
	Iteration 17Q: 3 clusters Score -5009822 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -5009939.000000 Penalty: 5228.265137
	Iteration 18Q: 3 clusters Score -5009939 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5010010.500000 Penalty: 5228.265137
	Iteration 19Q: 3 clusters Score -5010010 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -5010052.000000 Penalty: 5228.265137
	Iteration 20F: 3 clusters Score -5010052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -5010085.000000 Penalty: 5228.265137
	Iteration 21Q: 3 clusters Score -5010085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -5010110.500000 Penalty: 5228.265137
	Iteration 22Q: 3 clusters Score -5010110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5010132.000000 Penalty: 5228.265137
	Iteration 23Q: 3 clusters Score -5010132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -5010160.000000 Penalty: 5228.265137
	Iteration 24Q: 3 clusters Score -5010160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -5010161.500000 Penalty: 5228.265137
	Iteration 25Q: 3 clusters Score -5010162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -5010177.000000 Penalty: 5228.265137
	Iteration 26Q: 3 clusters Score -5010177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -5010185.000000 Penalty: 5228.265137
	Iteration 27Q: 3 clusters Score -5010185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5010189.500000 Penalty: 5228.265137
	Iteration 28Q: 3 clusters Score -5010190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -5010200.500000 Penalty: 5228.265137
	Iteration 29Q: 3 clusters Score -5010200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -5010196.500000 Penalty: 5228.265137
	Iteration 30Q: 3 clusters Score -5010196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -5010207.000000 Penalty: 5228.265137
	Iteration 31Q: 3 clusters Score -5010207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5010208.000000 Penalty: 5228.265137
	Iteration 32Q: 3 clusters Score -5010208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -5010209.500000 Penalty: 5228.265137
	Iteration 33Q: 3 clusters Score -5010210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5010210.500000 Penalty: 5228.265137
	Iteration 34Q: 3 clusters Score -5010210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -5010216.000000 Penalty: 5228.265137
	Iteration 35Q: 3 clusters Score -5010216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5010220.500000 Penalty: 5228.265137
	Iteration 36Q: 3 clusters Score -5010220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5010221.000000 Penalty: 5228.265137
	Iteration 37Q: 3 clusters Score -5010221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -5010222.500000 Penalty: 5228.265137
	Iteration 38Q: 3 clusters Score -5010222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -5010224.000000 Penalty: 5228.265137
	Iteration 39Q: 3 clusters Score -5010224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5010227.000000 Penalty: 5228.265137
	Iteration 40F: 3 clusters Score -5010227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -5010228.500000 Penalty: 5228.265137
	Iteration 41Q: 3 clusters Score -5010228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -5010225.000000 Penalty: 5228.265137
	Iteration 42Q: 3 clusters Score -5010225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -5010236.500000 Penalty: 5228.265137
	Iteration 43Q: 3 clusters Score -5010236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -5010237.500000 Penalty: 5228.265137
	Iteration 44Q: 3 clusters Score -5010238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5010235.500000 Penalty: 5228.265137
	Iteration 45Q: 3 clusters Score -5010236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -5010235.000000 Penalty: 5228.265137
	Iteration 46Q: 3 clusters Score -5010235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -5010235.000000 Penalty: 5228.265137
	Iteration 47F: 3 clusters Score -5010235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -163101.671875 Penalty: 1797.452637
	Iteration 0F: 2 clusters Score -163101.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160996.031250 Penalty: 3594.905273
	Iteration 0F: 3 clusters Score -160996 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -161727.062500 Penalty: 3594.905273
	Iteration 1F: 3 clusters Score -161727.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162105.015625 Penalty: 3594.905273
	Iteration 2F: 3 clusters Score -162105 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -162396.703125 Penalty: 3594.905273
	Iteration 3F: 3 clusters Score -162396.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -162655.984375 Penalty: 3594.905273
	Iteration 4F: 3 clusters Score -162656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -162956.531250 Penalty: 3594.905273
	Iteration 5Q: 3 clusters Score -162956.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -163105.781250 Penalty: 3594.905273
	Iteration 6Q: 3 clusters Score -163105.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -163272.156250 Penalty: 3594.905273
	Iteration 7Q: 3 clusters Score -163272.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -163356.359375 Penalty: 3594.905273
	Iteration 8Q: 3 clusters Score -163356.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -163399.546875 Penalty: 3594.905273
	Iteration 9Q: 3 clusters Score -163399.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -163424.171875 Penalty: 3594.905273
	Iteration 10Q: 3 clusters Score -163424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163438.625000 Penalty: 3594.905273
	Iteration 11Q: 3 clusters Score -163438.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -163454.296875 Penalty: 3594.905273
	Iteration 12Q: 3 clusters Score -163454.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -163474.687500 Penalty: 3594.905273
	Iteration 13Q: 3 clusters Score -163474.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -163506.234375 Penalty: 3594.905273
	Iteration 14Q: 3 clusters Score -163506.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163534.421875 Penalty: 3594.905273
	Iteration 15Q: 3 clusters Score -163534.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -163554.937500 Penalty: 3594.905273
	Iteration 16Q: 3 clusters Score -163554.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -163581.671875 Penalty: 3594.905273
	Iteration 17Q: 3 clusters Score -163581.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -163611.656250 Penalty: 3594.905273
	Iteration 18Q: 3 clusters Score -163611.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163656.843750 Penalty: 3594.905273
	Iteration 19Q: 3 clusters Score -163656.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -163708.453125 Penalty: 3594.905273
	Iteration 20F: 3 clusters Score -163708.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -163775.390625 Penalty: 3594.905273
	Iteration 21Q: 3 clusters Score -163775.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163843.312500 Penalty: 3594.905273
	Iteration 22Q: 3 clusters Score -163843.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -163908.843750 Penalty: 3594.905273
	Iteration 23Q: 3 clusters Score -163908.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163971.890625 Penalty: 3594.905273
	Iteration 24Q: 3 clusters Score -163971.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -164035.953125 Penalty: 3594.905273
	Iteration 25Q: 3 clusters Score -164036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -164058.812500 Penalty: 3594.905273
	Iteration 26Q: 3 clusters Score -164058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -164066.515625 Penalty: 3594.905273
	Iteration 27Q: 3 clusters Score -164066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -164072.609375 Penalty: 3594.905273
	Iteration 28Q: 3 clusters Score -164072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -164095.984375 Penalty: 3594.905273
	Iteration 29Q: 3 clusters Score -164096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -164129.984375 Penalty: 3594.905273
	Iteration 30Q: 3 clusters Score -164130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -164140.578125 Penalty: 3594.905273
	Iteration 31Q: 3 clusters Score -164140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -164144.578125 Penalty: 3594.905273
	Iteration 32Q: 3 clusters Score -164144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -164147.062500 Penalty: 3594.905273
	Iteration 33Q: 3 clusters Score -164147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -164147.375000 Penalty: 3594.905273
	Iteration 34Q: 3 clusters Score -164147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -164152.765625 Penalty: 3594.905273
	Iteration 35F: 3 clusters Score -164152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -164211.640625 Penalty: 3594.905273
	Iteration 36Q: 3 clusters Score -164211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -164230.062500 Penalty: 3594.905273
	Iteration 37Q: 3 clusters Score -164230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -164232.687500 Penalty: 3594.905273
	Iteration 38Q: 3 clusters Score -164232.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -164232.687500 Penalty: 3594.905273
	Iteration 39F: 3 clusters Score -164232.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 26653 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 75186 members 
Mstep: Class 6 contains 12633 members 
Mstep: Class 7 contains 20109 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 50292 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 7760 members 
Mstep: Class 14 contains 37830 members 
Mstep: Class 15 contains 570 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 45705 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 6139 members 
Entering Unmasked Estep 
Score: -42896244.000000 Penalty: 63116.312500
Splitting cluster 15 changes total score from -42896548.000000 to -42896244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -461068.625000 Penalty: 2025.291992
	Iteration 0F: 2 clusters Score -461068.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -457427.843750 Penalty: 4050.583984
	Iteration 0F: 3 clusters Score -457427.8 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -458155.281250 Penalty: 4050.583984
	Iteration 1F: 3 clusters Score -458155.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -458394.406250 Penalty: 4050.583984
	Iteration 2F: 3 clusters Score -458394.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -458624.500000 Penalty: 4050.583984
	Iteration 3F: 3 clusters Score -458624.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -458794.031250 Penalty: 4050.583984
	Iteration 4F: 3 clusters Score -458794 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -458929.375000 Penalty: 4050.583984
	Iteration 5Q: 3 clusters Score -458929.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -459056.906250 Penalty: 4050.583984
	Iteration 6Q: 3 clusters Score -459056.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -459170.000000 Penalty: 4050.583984
	Iteration 7Q: 3 clusters Score -459170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -459262.281250 Penalty: 4050.583984
	Iteration 8Q: 3 clusters Score -459262.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -459336.375000 Penalty: 4050.583984
	Iteration 9Q: 3 clusters Score -459336.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -459392.500000 Penalty: 4050.583984
	Iteration 10Q: 3 clusters Score -459392.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -459453.406250 Penalty: 4050.583984
	Iteration 11Q: 3 clusters Score -459453.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -459525.187500 Penalty: 4050.583984
	Iteration 12Q: 3 clusters Score -459525.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -459586.375000 Penalty: 4050.583984
	Iteration 13Q: 3 clusters Score -459586.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -459630.656250 Penalty: 4050.583984
	Iteration 14Q: 3 clusters Score -459630.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -459656.531250 Penalty: 4050.583984
	Iteration 15Q: 3 clusters Score -459656.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -459682.718750 Penalty: 4050.583984
	Iteration 16Q: 3 clusters Score -459682.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -459710.343750 Penalty: 4050.583984
	Iteration 17Q: 3 clusters Score -459710.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -459740.718750 Penalty: 4050.583984
	Iteration 18Q: 3 clusters Score -459740.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -459757.593750 Penalty: 4050.583984
	Iteration 19Q: 3 clusters Score -459757.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -459768.218750 Penalty: 4050.583984
	Iteration 20F: 3 clusters Score -459768.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -459778.906250 Penalty: 4050.583984
	Iteration 21Q: 3 clusters Score -459778.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -459787.593750 Penalty: 4050.583984
	Iteration 22Q: 3 clusters Score -459787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -459794.656250 Penalty: 4050.583984
	Iteration 23Q: 3 clusters Score -459794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -459798.000000 Penalty: 4050.583984
	Iteration 24Q: 3 clusters Score -459798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -459804.937500 Penalty: 4050.583984
	Iteration 25Q: 3 clusters Score -459804.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -459815.718750 Penalty: 4050.583984
	Iteration 26Q: 3 clusters Score -459815.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -459824.406250 Penalty: 4050.583984
	Iteration 27Q: 3 clusters Score -459824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -459828.906250 Penalty: 4050.583984
	Iteration 28Q: 3 clusters Score -459828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -459834.343750 Penalty: 4050.583984
	Iteration 29Q: 3 clusters Score -459834.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -459842.062500 Penalty: 4050.583984
	Iteration 30Q: 3 clusters Score -459842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -459853.968750 Penalty: 4050.583984
	Iteration 31Q: 3 clusters Score -459854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -459867.250000 Penalty: 4050.583984
	Iteration 32Q: 3 clusters Score -459867.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -459885.531250 Penalty: 4050.583984
	Iteration 33Q: 3 clusters Score -459885.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -459909.281250 Penalty: 4050.583984
	Iteration 34Q: 3 clusters Score -459909.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -459924.781250 Penalty: 4050.583984
	Iteration 35Q: 3 clusters Score -459924.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -459935.125000 Penalty: 4050.583984
	Iteration 36Q: 3 clusters Score -459935.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -459948.750000 Penalty: 4050.583984
	Iteration 37Q: 3 clusters Score -459948.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -459960.093750 Penalty: 4050.583984
	Iteration 38Q: 3 clusters Score -459960.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -459965.343750 Penalty: 4050.583984
	Iteration 39Q: 3 clusters Score -459965.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -459966.468750 Penalty: 4050.583984
	Iteration 40F: 3 clusters Score -459966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -459967.531250 Penalty: 4050.583984
	Iteration 41Q: 3 clusters Score -459967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -459967.531250 Penalty: 4050.583984
	Iteration 42F: 3 clusters Score -459967.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Entering Unmasked Estep 
Score: -5936549.000000 Penalty: 2661.031006
	Iteration 0F: 2 clusters Score -5936549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -5905579.000000 Penalty: 5322.062012
	Iteration 0F: 3 clusters Score -5905579 nChanged 21149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -5917669.500000 Penalty: 5322.062012
	Iteration 1F: 3 clusters Score -5917670 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5918641.500000 Penalty: 5322.062012
	Iteration 2Q: 3 clusters Score -5918642 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5919824.500000 Penalty: 5322.062012
	Iteration 3F: 3 clusters Score -5919824 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -5921404.500000 Penalty: 5322.062012
	Iteration 4F: 3 clusters Score -5921404 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5923371.000000 Penalty: 5322.062012
	Iteration 5F: 3 clusters Score -5923371 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -5925463.500000 Penalty: 5322.062012
	Iteration 6F: 3 clusters Score -5925464 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5927328.500000 Penalty: 5322.062012
	Iteration 7F: 3 clusters Score -5927328 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5929004.000000 Penalty: 5322.062012
	Iteration 8F: 3 clusters Score -5929004 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -5930544.500000 Penalty: 5322.062012
	Iteration 9F: 3 clusters Score -5930544 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -5931803.500000 Penalty: 5322.062012
	Iteration 10Q: 3 clusters Score -5931804 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -5932799.000000 Penalty: 5322.062012
	Iteration 11Q: 3 clusters Score -5932799 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -5933525.500000 Penalty: 5322.062012
	Iteration 12Q: 3 clusters Score -5933526 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -5934169.500000 Penalty: 5322.062012
	Iteration 13Q: 3 clusters Score -5934170 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -5934720.500000 Penalty: 5322.062012
	Iteration 14Q: 3 clusters Score -5934720 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -5935146.500000 Penalty: 5322.062012
	Iteration 15Q: 3 clusters Score -5935146 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -5935456.500000 Penalty: 5322.062012
	Iteration 16Q: 3 clusters Score -5935456 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -5935691.500000 Penalty: 5322.062012
	Iteration 17Q: 3 clusters Score -5935692 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -5935862.500000 Penalty: 5322.062012
	Iteration 18Q: 3 clusters Score -5935862 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -5935957.500000 Penalty: 5322.062012
	Iteration 19Q: 3 clusters Score -5935958 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5936059.500000 Penalty: 5322.062012
	Iteration 20F: 3 clusters Score -5936060 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5936100.000000 Penalty: 5322.062012
	Iteration 21Q: 3 clusters Score -5936100 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -5936131.000000 Penalty: 5322.062012
	Iteration 22Q: 3 clusters Score -5936131 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5936168.500000 Penalty: 5322.062012
	Iteration 23Q: 3 clusters Score -5936168 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -5936201.000000 Penalty: 5322.062012
	Iteration 24Q: 3 clusters Score -5936201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5936216.500000 Penalty: 5322.062012
	Iteration 25Q: 3 clusters Score -5936216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5936221.000000 Penalty: 5322.062012
	Iteration 26Q: 3 clusters Score -5936221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5936227.500000 Penalty: 5322.062012
	Iteration 27Q: 3 clusters Score -5936228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5936226.000000 Penalty: 5322.062012
	Iteration 28Q: 3 clusters Score -5936226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -5936242.500000 Penalty: 5322.062012
	Iteration 29Q: 3 clusters Score -5936242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5936249.500000 Penalty: 5322.062012
	Iteration 30Q: 3 clusters Score -5936250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -5936242.000000 Penalty: 5322.062012
	Iteration 31Q: 3 clusters Score -5936242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5936245.000000 Penalty: 5322.062012
	Iteration 32Q: 3 clusters Score -5936245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5936235.000000 Penalty: 5322.062012
	Iteration 33Q: 3 clusters Score -5936235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5936235.000000 Penalty: 5322.062012
	Iteration 34Q: 3 clusters Score -5936235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -5936237.000000 Penalty: 5322.062012
	Iteration 35Q: 3 clusters Score -5936237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5936239.000000 Penalty: 5322.062012
	Iteration 36Q: 3 clusters Score -5936239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5936242.000000 Penalty: 5322.062012
	Iteration 37Q: 3 clusters Score -5936242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -5936237.500000 Penalty: 5322.062012
	Iteration 38Q: 3 clusters Score -5936238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -5936248.500000 Penalty: 5322.062012
	Iteration 39Q: 3 clusters Score -5936248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -5936241.500000 Penalty: 5322.062012
	Iteration 40F: 3 clusters Score -5936242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5936243.000000 Penalty: 5322.062012
	Iteration 41Q: 3 clusters Score -5936243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5936233.500000 Penalty: 5322.062012
	Iteration 42Q: 3 clusters Score -5936234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5936241.500000 Penalty: 5322.062012
	Iteration 43Q: 3 clusters Score -5936242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5936239.500000 Penalty: 5322.062012
	Iteration 44Q: 3 clusters Score -5936240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5936243.000000 Penalty: 5322.062012
	Iteration 45Q: 3 clusters Score -5936243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -5936243.000000 Penalty: 5322.062012
	Iteration 46Q: 3 clusters Score -5936243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5936242.500000 Penalty: 5322.062012
	Iteration 47Q: 3 clusters Score -5936242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5936244.500000 Penalty: 5322.062012
	Iteration 48Q: 3 clusters Score -5936244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5936239.000000 Penalty: 5322.062012
	Iteration 49Q: 3 clusters Score -5936239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5936249.500000 Penalty: 5322.062012
	Iteration 50Q: 3 clusters Score -5936250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -5936244.500000 Penalty: 5322.062012
	Iteration 51Q: 3 clusters Score -5936244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -5936244.500000 Penalty: 5322.062012
	Iteration 52F: 3 clusters Score -5936244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Entering Unmasked Estep 
Score: -559372.125000 Penalty: 2076.297607
	Iteration 0F: 2 clusters Score -559372.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -555289.062500 Penalty: 4152.595215
	Iteration 0F: 3 clusters Score -555289.1 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -556326.875000 Penalty: 4152.595215
	Iteration 1F: 3 clusters Score -556326.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -556594.375000 Penalty: 4152.595215
	Iteration 2F: 3 clusters Score -556594.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -556809.375000 Penalty: 4152.595215
	Iteration 3F: 3 clusters Score -556809.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -557017.187500 Penalty: 4152.595215
	Iteration 4F: 3 clusters Score -557017.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -557164.000000 Penalty: 4152.595215
	Iteration 5Q: 3 clusters Score -557164 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -557271.750000 Penalty: 4152.595215
	Iteration 6Q: 3 clusters Score -557271.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -557384.500000 Penalty: 4152.595215
	Iteration 7Q: 3 clusters Score -557384.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -557509.312500 Penalty: 4152.595215
	Iteration 8Q: 3 clusters Score -557509.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -557672.000000 Penalty: 4152.595215
	Iteration 9Q: 3 clusters Score -557672 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -557860.562500 Penalty: 4152.595215
	Iteration 10Q: 3 clusters Score -557860.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -557938.187500 Penalty: 4152.595215
	Iteration 11Q: 3 clusters Score -557938.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -557969.625000 Penalty: 4152.595215
	Iteration 12Q: 3 clusters Score -557969.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -557990.875000 Penalty: 4152.595215
	Iteration 13Q: 3 clusters Score -557990.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -558013.500000 Penalty: 4152.595215
	Iteration 14Q: 3 clusters Score -558013.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -558027.562500 Penalty: 4152.595215
	Iteration 15Q: 3 clusters Score -558027.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -558038.812500 Penalty: 4152.595215
	Iteration 16Q: 3 clusters Score -558038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -558046.937500 Penalty: 4152.595215
	Iteration 17Q: 3 clusters Score -558046.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -558054.125000 Penalty: 4152.595215
	Iteration 18Q: 3 clusters Score -558054.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -558058.500000 Penalty: 4152.595215
	Iteration 19Q: 3 clusters Score -558058.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -558063.000000 Penalty: 4152.595215
	Iteration 20F: 3 clusters Score -558063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -558067.625000 Penalty: 4152.595215
	Iteration 21Q: 3 clusters Score -558067.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -558079.937500 Penalty: 4152.595215
	Iteration 22Q: 3 clusters Score -558079.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -558088.125000 Penalty: 4152.595215
	Iteration 23Q: 3 clusters Score -558088.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -558097.687500 Penalty: 4152.595215
	Iteration 24Q: 3 clusters Score -558097.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -558104.750000 Penalty: 4152.595215
	Iteration 25Q: 3 clusters Score -558104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -558108.187500 Penalty: 4152.595215
	Iteration 26Q: 3 clusters Score -558108.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -558113.312500 Penalty: 4152.595215
	Iteration 27Q: 3 clusters Score -558113.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -558118.312500 Penalty: 4152.595215
	Iteration 28Q: 3 clusters Score -558118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -558121.625000 Penalty: 4152.595215
	Iteration 29Q: 3 clusters Score -558121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -558122.375000 Penalty: 4152.595215
	Iteration 30Q: 3 clusters Score -558122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -558122.375000 Penalty: 4152.595215
	Iteration 31F: 3 clusters Score -558122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Entering Unmasked Estep 
Score: -750404.625000 Penalty: 2163.159424
	Iteration 0F: 2 clusters Score -750404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -745114.375000 Penalty: 4326.318848
	Iteration 0F: 3 clusters Score -745114.4 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -746467.312500 Penalty: 4326.318848
	Iteration 1F: 3 clusters Score -746467.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -746720.500000 Penalty: 4326.318848
	Iteration 2F: 3 clusters Score -746720.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -746918.375000 Penalty: 4326.318848
	Iteration 3F: 3 clusters Score -746918.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -747070.312500 Penalty: 4326.318848
	Iteration 4Q: 3 clusters Score -747070.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -747201.875000 Penalty: 4326.318848
	Iteration 5Q: 3 clusters Score -747201.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -747315.312500 Penalty: 4326.318848
	Iteration 6Q: 3 clusters Score -747315.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -747418.250000 Penalty: 4326.318848
	Iteration 7Q: 3 clusters Score -747418.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -747523.187500 Penalty: 4326.318848
	Iteration 8Q: 3 clusters Score -747523.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -747628.312500 Penalty: 4326.318848
	Iteration 9Q: 3 clusters Score -747628.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -747725.375000 Penalty: 4326.318848
	Iteration 10Q: 3 clusters Score -747725.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -747812.375000 Penalty: 4326.318848
	Iteration 11Q: 3 clusters Score -747812.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -747880.437500 Penalty: 4326.318848
	Iteration 12Q: 3 clusters Score -747880.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -747953.812500 Penalty: 4326.318848
	Iteration 13Q: 3 clusters Score -747953.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -748026.312500 Penalty: 4326.318848
	Iteration 14Q: 3 clusters Score -748026.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -748099.625000 Penalty: 4326.318848
	Iteration 15Q: 3 clusters Score -748099.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -748162.062500 Penalty: 4326.318848
	Iteration 16Q: 3 clusters Score -748162.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -748225.937500 Penalty: 4326.318848
	Iteration 17Q: 3 clusters Score -748225.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -748267.812500 Penalty: 4326.318848
	Iteration 18Q: 3 clusters Score -748267.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -748300.187500 Penalty: 4326.318848
	Iteration 19Q: 3 clusters Score -748300.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -748332.562500 Penalty: 4326.318848
	Iteration 20F: 3 clusters Score -748332.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -748365.562500 Penalty: 4326.318848
	Iteration 21Q: 3 clusters Score -748365.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -748397.187500 Penalty: 4326.318848
	Iteration 22Q: 3 clusters Score -748397.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -748434.000000 Penalty: 4326.318848
	Iteration 23Q: 3 clusters Score -748434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -748467.375000 Penalty: 4326.318848
	Iteration 24Q: 3 clusters Score -748467.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -748488.625000 Penalty: 4326.318848
	Iteration 25Q: 3 clusters Score -748488.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -748507.687500 Penalty: 4326.318848
	Iteration 26Q: 3 clusters Score -748507.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -748530.375000 Penalty: 4326.318848
	Iteration 27Q: 3 clusters Score -748530.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -748543.437500 Penalty: 4326.318848
	Iteration 28Q: 3 clusters Score -748543.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -748560.687500 Penalty: 4326.318848
	Iteration 29Q: 3 clusters Score -748560.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -748571.375000 Penalty: 4326.318848
	Iteration 30Q: 3 clusters Score -748571.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -748584.562500 Penalty: 4326.318848
	Iteration 31Q: 3 clusters Score -748584.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -748592.187500 Penalty: 4326.318848
	Iteration 32Q: 3 clusters Score -748592.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -748601.812500 Penalty: 4326.318848
	Iteration 33Q: 3 clusters Score -748601.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -748610.312500 Penalty: 4326.318848
	Iteration 34Q: 3 clusters Score -748610.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -748619.812500 Penalty: 4326.318848
	Iteration 35Q: 3 clusters Score -748619.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -748630.312500 Penalty: 4326.318848
	Iteration 36Q: 3 clusters Score -748630.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -748642.812500 Penalty: 4326.318848
	Iteration 37Q: 3 clusters Score -748642.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -748660.187500 Penalty: 4326.318848
	Iteration 38Q: 3 clusters Score -748660.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -748676.437500 Penalty: 4326.318848
	Iteration 39Q: 3 clusters Score -748676.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -748691.375000 Penalty: 4326.318848
	Iteration 40F: 3 clusters Score -748691.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -748715.687500 Penalty: 4326.318848
	Iteration 41Q: 3 clusters Score -748715.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -748732.312500 Penalty: 4326.318848
	Iteration 42Q: 3 clusters Score -748732.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -748751.812500 Penalty: 4326.318848
	Iteration 43Q: 3 clusters Score -748751.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -748768.187500 Penalty: 4326.318848
	Iteration 44Q: 3 clusters Score -748768.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -748786.375000 Penalty: 4326.318848
	Iteration 45Q: 3 clusters Score -748786.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -748797.625000 Penalty: 4326.318848
	Iteration 46Q: 3 clusters Score -748797.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -748804.625000 Penalty: 4326.318848
	Iteration 47Q: 3 clusters Score -748804.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -748814.875000 Penalty: 4326.318848
	Iteration 48Q: 3 clusters Score -748814.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -748821.312500 Penalty: 4326.318848
	Iteration 49Q: 3 clusters Score -748821.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -748826.000000 Penalty: 4326.318848
	Iteration 50Q: 3 clusters Score -748826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -748830.312500 Penalty: 4326.318848
	Iteration 51Q: 3 clusters Score -748830.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -748834.375000 Penalty: 4326.318848
	Iteration 52Q: 3 clusters Score -748834.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -748838.625000 Penalty: 4326.318848
	Iteration 53Q: 3 clusters Score -748838.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -748841.937500 Penalty: 4326.318848
	Iteration 54Q: 3 clusters Score -748841.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -748846.875000 Penalty: 4326.318848
	Iteration 55Q: 3 clusters Score -748846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -748847.437500 Penalty: 4326.318848
	Iteration 56Q: 3 clusters Score -748847.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -748847.062500 Penalty: 4326.318848
	Iteration 57Q: 3 clusters Score -748847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -748849.812500 Penalty: 4326.318848
	Iteration 58Q: 3 clusters Score -748849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -748849.937500 Penalty: 4326.318848
	Iteration 59Q: 3 clusters Score -748849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -748850.250000 Penalty: 4326.318848
	Iteration 60F: 3 clusters Score -748850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -748850.687500 Penalty: 4326.318848
	Iteration 61Q: 3 clusters Score -748850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -748850.125000 Penalty: 4326.318848
	Iteration 62Q: 3 clusters Score -748850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -748850.125000 Penalty: 4326.318848
	Iteration 63F: 3 clusters Score -748850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 26653 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 75186 members 
Mstep: Class 6 contains 12633 members 
Mstep: Class 7 contains 20109 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 50292 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 7760 members 
Mstep: Class 14 contains 37830 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 45705 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42896556.000000 Penalty: 59960.500000
Iteration 39Q: 20 clusters Score -4.289656e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 26593 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 5 contains 75586 members 
Mstep: Class 6 contains 12641 members 
Mstep: Class 7 contains 20205 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 49977 members 
Mstep: Class 10 contains 17950 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 7759 members 
Mstep: Class 14 contains 38191 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3518 members 
Mstep: Class 17 contains 45712 members 
Mstep: Class 19 contains 4341 members 
Mstep: Class 20 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42896832.000000 Penalty: 59960.500000
Iteration 40F: 20 clusters Score -4.289683e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 26529 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 75985 members 
Mstep: Class 6 contains 12651 members 
Mstep: Class 7 contains 20296 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 49645 members 
Mstep: Class 10 contains 17412 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 13 contains 7765 members 
Mstep: Class 14 contains 38582 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 45714 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 6129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897308.000000 Penalty: 59960.500000
Iteration 41Q: 20 clusters Score -4.289731e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 26469 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 76356 members 
Mstep: Class 6 contains 12655 members 
Mstep: Class 7 contains 20386 members 
Mstep: Class 8 contains 3988 members 
Mstep: Class 9 contains 49303 members 
Mstep: Class 10 contains 16812 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 7766 members 
Mstep: Class 14 contains 39049 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 45715 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897876.000000 Penalty: 59960.500000
Iteration 42Q: 20 clusters Score -4.289788e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 26395 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 10085 members 
Mstep: Class 5 contains 76732 members 
Mstep: Class 6 contains 12651 members 
Mstep: Class 7 contains 20457 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 48957 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 7770 members 
Mstep: Class 14 contains 39541 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 45713 members 
Mstep: Class 19 contains 4376 members 
Mstep: Class 20 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898212.000000 Penalty: 59960.500000
Iteration 43Q: 20 clusters Score -4.289821e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 26310 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 5 contains 77149 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 48554 members 
Mstep: Class 10 contains 15582 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 13 contains 7773 members 
Mstep: Class 14 contains 40086 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 45718 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898560.000000 Penalty: 59960.500000
Iteration 44Q: 20 clusters Score -4.289856e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 26270 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 5 contains 77546 members 
Mstep: Class 6 contains 12645 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 4117 members 
Mstep: Class 9 contains 48136 members 
Mstep: Class 10 contains 14928 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 7772 members 
Mstep: Class 14 contains 40705 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 45727 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899132.000000 Penalty: 59960.500000
Iteration 45Q: 20 clusters Score -4.289913e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 26224 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 5 contains 77961 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 20571 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 47682 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 1538 members 
Mstep: Class 13 contains 7760 members 
Mstep: Class 14 contains 41409 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 45726 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899724.000000 Penalty: 59960.500000
Iteration 46Q: 20 clusters Score -4.289972e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 26177 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 10089 members 
Mstep: Class 5 contains 78346 members 
Mstep: Class 6 contains 12641 members 
Mstep: Class 7 contains 20534 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 47221 members 
Mstep: Class 10 contains 13621 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 7757 members 
Mstep: Class 14 contains 42187 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 45724 members 
Mstep: Class 19 contains 4422 members 
Mstep: Class 20 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 20 clusters Score -4.290028e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 26128 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 10093 members 
Mstep: Class 5 contains 78680 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 20460 members 
Mstep: Class 8 contains 4228 members 
Mstep: Class 9 contains 46783 members 
Mstep: Class 10 contains 12933 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 7744 members 
Mstep: Class 14 contains 43057 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 45726 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 20 clusters Score -4.290095e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 26077 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 10094 members 
Mstep: Class 5 contains 79023 members 
Mstep: Class 6 contains 12647 members 
Mstep: Class 7 contains 20362 members 
Mstep: Class 8 contains 4248 members 
Mstep: Class 9 contains 46372 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 7727 members 
Mstep: Class 14 contains 43997 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 45729 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 20 contains 6166 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 20 clusters Score -4.290177e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 25972 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 79324 members 
Mstep: Class 6 contains 12659 members 
Mstep: Class 7 contains 20261 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 45947 members 
Mstep: Class 10 contains 11554 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 44943 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 45732 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 6164 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 20 clusters Score -4.290292e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 25866 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 5 contains 79594 members 
Mstep: Class 6 contains 12677 members 
Mstep: Class 7 contains 20167 members 
Mstep: Class 8 contains 4308 members 
Mstep: Class 9 contains 45538 members 
Mstep: Class 10 contains 11017 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 7678 members 
Mstep: Class 14 contains 45796 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 45741 members 
Mstep: Class 19 contains 4458 members 
Mstep: Class 20 contains 6150 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 20 clusters Score -4.290374e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 25731 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 79867 members 
Mstep: Class 6 contains 12688 members 
Mstep: Class 7 contains 20095 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 45146 members 
Mstep: Class 10 contains 10630 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 7647 members 
Mstep: Class 14 contains 46493 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 45744 members 
Mstep: Class 19 contains 4462 members 
Mstep: Class 20 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 20 clusters Score -4.290435e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 25601 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 10101 members 
Mstep: Class 5 contains 80137 members 
Mstep: Class 6 contains 12696 members 
Mstep: Class 7 contains 20042 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 44797 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 47021 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3487 members 
Mstep: Class 17 contains 45738 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 6143 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 20 clusters Score -4.290455e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 25502 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 80417 members 
Mstep: Class 6 contains 12705 members 
Mstep: Class 7 contains 20005 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 44429 members 
Mstep: Class 10 contains 10170 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 47393 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 45746 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 20 clusters Score -4.290472e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 25442 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 10107 members 
Mstep: Class 5 contains 80647 members 
Mstep: Class 6 contains 12716 members 
Mstep: Class 7 contains 19978 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 44089 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 7575 members 
Mstep: Class 14 contains 47685 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 45749 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 6124 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -4.290476e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 25378 members 
Mstep: Class 3 contains 2620 members 
Mstep: Class 4 contains 10112 members 
Mstep: Class 5 contains 80877 members 
Mstep: Class 6 contains 12724 members 
Mstep: Class 7 contains 19960 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 43759 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 47899 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 45745 members 
Mstep: Class 19 contains 4480 members 
Mstep: Class 20 contains 6113 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 20 clusters Score -4.290492e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 25327 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 4 contains 10112 members 
Mstep: Class 5 contains 81104 members 
Mstep: Class 6 contains 12726 members 
Mstep: Class 7 contains 19952 members 
Mstep: Class 8 contains 4484 members 
Mstep: Class 9 contains 43471 members 
Mstep: Class 10 contains 9904 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 7564 members 
Mstep: Class 14 contains 48041 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 45737 members 
Mstep: Class 19 contains 4484 members 
Mstep: Class 20 contains 6102 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 20 clusters Score -4.29049e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 25286 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 10114 members 
Mstep: Class 5 contains 81336 members 
Mstep: Class 6 contains 12729 members 
Mstep: Class 7 contains 19941 members 
Mstep: Class 8 contains 4507 members 
Mstep: Class 9 contains 43180 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 48140 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 17 contains 45735 members 
Mstep: Class 19 contains 4485 members 
Mstep: Class 20 contains 6092 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -4.29049e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 25245 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 5 contains 81556 members 
Mstep: Class 6 contains 12740 members 
Mstep: Class 7 contains 19925 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 42899 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 48232 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3541 members 
Mstep: Class 17 contains 45730 members 
Mstep: Class 19 contains 4491 members 
Mstep: Class 20 contains 6082 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -4.290492e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 25218 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 5 contains 81757 members 
Mstep: Class 6 contains 12745 members 
Mstep: Class 7 contains 19910 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 42631 members 
Mstep: Class 10 contains 9862 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 48302 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 45728 members 
Mstep: Class 19 contains 4502 members 
Mstep: Class 20 contains 6076 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 20 clusters Score -4.290506e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 25190 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 5 contains 81995 members 
Mstep: Class 6 contains 12754 members 
Mstep: Class 7 contains 19897 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 42351 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 7556 members 
Mstep: Class 14 contains 48357 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3556 members 
Mstep: Class 17 contains 45726 members 
Mstep: Class 19 contains 4503 members 
Mstep: Class 20 contains 6060 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -4.290504e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 25159 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 5 contains 82244 members 
Mstep: Class 6 contains 12766 members 
Mstep: Class 7 contains 19889 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 42049 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 7556 members 
Mstep: Class 14 contains 48396 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 45724 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 6057 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -4.290504e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 25143 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 10116 members 
Mstep: Class 5 contains 82494 members 
Mstep: Class 6 contains 12770 members 
Mstep: Class 7 contains 19878 members 
Mstep: Class 8 contains 4580 members 
Mstep: Class 9 contains 41759 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 48425 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3561 members 
Mstep: Class 17 contains 45721 members 
Mstep: Class 19 contains 4514 members 
Mstep: Class 20 contains 6050 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -4.290507e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 25124 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 10116 members 
Mstep: Class 5 contains 82752 members 
Mstep: Class 6 contains 12775 members 
Mstep: Class 7 contains 19871 members 
Mstep: Class 8 contains 4594 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 7554 members 
Mstep: Class 14 contains 48455 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3558 members 
Mstep: Class 17 contains 45733 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 20 contains 6039 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -4.290512e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 25109 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 10118 members 
Mstep: Class 5 contains 83005 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 19859 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 41174 members 
Mstep: Class 10 contains 9844 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1495 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 48492 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3569 members 
Mstep: Class 17 contains 45727 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 6028 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -4.290523e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 25105 members 
Mstep: Class 3 contains 2781 members 
Mstep: Class 4 contains 10121 members 
Mstep: Class 5 contains 83249 members 
Mstep: Class 6 contains 12779 members 
Mstep: Class 7 contains 19848 members 
Mstep: Class 8 contains 4632 members 
Mstep: Class 9 contains 40883 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 7556 members 
Mstep: Class 14 contains 48519 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 17 contains 45722 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 6018 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -4.290523e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 25101 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 10122 members 
Mstep: Class 5 contains 83504 members 
Mstep: Class 6 contains 12779 members 
Mstep: Class 7 contains 19844 members 
Mstep: Class 8 contains 4641 members 
Mstep: Class 9 contains 40580 members 
Mstep: Class 10 contains 9844 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1483 members 
Mstep: Class 13 contains 7553 members 
Mstep: Class 14 contains 48548 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3580 members 
Mstep: Class 17 contains 45727 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 6009 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -4.290524e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 25099 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 10123 members 
Mstep: Class 5 contains 83782 members 
Mstep: Class 6 contains 12784 members 
Mstep: Class 7 contains 19838 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 40264 members 
Mstep: Class 10 contains 9841 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 7553 members 
Mstep: Class 14 contains 48562 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3588 members 
Mstep: Class 17 contains 45727 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 5988 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -4.29054e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 25096 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 10123 members 
Mstep: Class 5 contains 84085 members 
Mstep: Class 6 contains 12787 members 
Mstep: Class 7 contains 19842 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 39931 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1482 members 
Mstep: Class 13 contains 7553 members 
Mstep: Class 14 contains 48569 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3587 members 
Mstep: Class 17 contains 45733 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 5967 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -4.290542e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 25089 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 10124 members 
Mstep: Class 5 contains 84374 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 19839 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 39620 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 7553 members 
Mstep: Class 14 contains 48568 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 45745 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 5938 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -4.290538e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 25105 members 
Mstep: Class 3 contains 2891 members 
Mstep: Class 4 contains 10124 members 
Mstep: Class 5 contains 84657 members 
Mstep: Class 6 contains 12792 members 
Mstep: Class 7 contains 19828 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 39306 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 1478 members 
Mstep: Class 13 contains 7552 members 
Mstep: Class 14 contains 48572 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 45746 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 5914 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -4.290556e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 25098 members 
Mstep: Class 3 contains 2917 members 
Mstep: Class 4 contains 10124 members 
Mstep: Class 5 contains 84927 members 
Mstep: Class 6 contains 12794 members 
Mstep: Class 7 contains 19826 members 
Mstep: Class 8 contains 4714 members 
Mstep: Class 9 contains 39007 members 
Mstep: Class 10 contains 9843 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 7553 members 
Mstep: Class 14 contains 48573 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3605 members 
Mstep: Class 17 contains 45748 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 5904 members 
Entering Unmasked Estep 
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Iteration 72Q: 20 clusters Score -4.29056e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 25087 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 10123 members 
Mstep: Class 5 contains 85241 members 
Mstep: Class 6 contains 12800 members 
Mstep: Class 7 contains 19823 members 
Mstep: Class 8 contains 4724 members 
Mstep: Class 9 contains 38666 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 7551 members 
Mstep: Class 14 contains 48560 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 45752 members 
Mstep: Class 19 contains 4548 members 
Mstep: Class 20 contains 5891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905604.000000 Penalty: 59960.500000
Iteration 73Q: 20 clusters Score -4.29056e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 25076 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 10122 members 
Mstep: Class 5 contains 85567 members 
Mstep: Class 6 contains 12805 members 
Mstep: Class 7 contains 19811 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 38318 members 
Mstep: Class 10 contains 9842 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 7551 members 
Mstep: Class 14 contains 48560 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 45758 members 
Mstep: Class 19 contains 4552 members 
Mstep: Class 20 contains 5877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905612.000000 Penalty: 59960.500000
Iteration 74Q: 20 clusters Score -4.290561e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 25055 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 10125 members 
Mstep: Class 5 contains 85858 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 4743 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 9841 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 13 contains 7550 members 
Mstep: Class 14 contains 48555 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 45759 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 5873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905692.000000 Penalty: 59960.500000
Iteration 75Q: 20 clusters Score -4.290569e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 25035 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 86130 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 19780 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 37724 members 
Mstep: Class 10 contains 9836 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 48546 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 45754 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 5872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905648.000000 Penalty: 59960.500000
Iteration 76Q: 20 clusters Score -4.290565e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 25023 members 
Mstep: Class 3 contains 3148 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 86399 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 19762 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 37413 members 
Mstep: Class 10 contains 9832 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 1467 members 
Mstep: Class 13 contains 7551 members 
Mstep: Class 14 contains 48537 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 45741 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905748.000000 Penalty: 59960.500000
Iteration 77Q: 20 clusters Score -4.290575e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 24999 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 86684 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 19759 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 37093 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 48523 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 45743 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 5836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905772.000000 Penalty: 59960.500000
Iteration 78Q: 20 clusters Score -4.290577e+07 nChanged 577
Entering ConstructFrom: 
Score: -42905772.000000 Penalty: 59960.500000
Entering ConstructFrom: 
Trying to split cluster 1 (6487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Entering Unmasked Estep 
Score: -813814.750000 Penalty: 2176.833740
	Iteration 0F: 2 clusters Score -813814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -808342.250000 Penalty: 4353.667480
	Iteration 0F: 3 clusters Score -808342.2 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -809763.375000 Penalty: 4353.667480
	Iteration 1F: 3 clusters Score -809763.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -809987.562500 Penalty: 4353.667480
	Iteration 2F: 3 clusters Score -809987.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -810157.125000 Penalty: 4353.667480
	Iteration 3Q: 3 clusters Score -810157.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -810319.375000 Penalty: 4353.667480
	Iteration 4Q: 3 clusters Score -810319.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -810480.750000 Penalty: 4353.667480
	Iteration 5Q: 3 clusters Score -810480.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -810658.750000 Penalty: 4353.667480
	Iteration 6Q: 3 clusters Score -810658.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -810853.562500 Penalty: 4353.667480
	Iteration 7Q: 3 clusters Score -810853.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -811033.125000 Penalty: 4353.667480
	Iteration 8Q: 3 clusters Score -811033.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -811198.875000 Penalty: 4353.667480
	Iteration 9Q: 3 clusters Score -811198.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -811336.875000 Penalty: 4353.667480
	Iteration 10Q: 3 clusters Score -811336.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -811457.500000 Penalty: 4353.667480
	Iteration 11Q: 3 clusters Score -811457.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -811573.125000 Penalty: 4353.667480
	Iteration 12Q: 3 clusters Score -811573.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -811687.125000 Penalty: 4353.667480
	Iteration 13Q: 3 clusters Score -811687.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -811790.437500 Penalty: 4353.667480
	Iteration 14Q: 3 clusters Score -811790.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -811865.625000 Penalty: 4353.667480
	Iteration 15Q: 3 clusters Score -811865.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -811921.812500 Penalty: 4353.667480
	Iteration 16Q: 3 clusters Score -811921.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -811952.375000 Penalty: 4353.667480
	Iteration 17Q: 3 clusters Score -811952.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -811979.375000 Penalty: 4353.667480
	Iteration 18Q: 3 clusters Score -811979.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -812007.562500 Penalty: 4353.667480
	Iteration 19Q: 3 clusters Score -812007.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -812032.187500 Penalty: 4353.667480
	Iteration 20F: 3 clusters Score -812032.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -812052.000000 Penalty: 4353.667480
	Iteration 21Q: 3 clusters Score -812052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -812064.500000 Penalty: 4353.667480
	Iteration 22Q: 3 clusters Score -812064.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -812070.625000 Penalty: 4353.667480
	Iteration 23Q: 3 clusters Score -812070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -812078.625000 Penalty: 4353.667480
	Iteration 24Q: 3 clusters Score -812078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -812083.125000 Penalty: 4353.667480
	Iteration 25Q: 3 clusters Score -812083.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -812093.000000 Penalty: 4353.667480
	Iteration 26Q: 3 clusters Score -812093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -812104.500000 Penalty: 4353.667480
	Iteration 27Q: 3 clusters Score -812104.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -812125.375000 Penalty: 4353.667480
	Iteration 28Q: 3 clusters Score -812125.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -812136.750000 Penalty: 4353.667480
	Iteration 29Q: 3 clusters Score -812136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -812143.750000 Penalty: 4353.667480
	Iteration 30Q: 3 clusters Score -812143.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -812149.187500 Penalty: 4353.667480
	Iteration 31Q: 3 clusters Score -812149.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -812152.687500 Penalty: 4353.667480
	Iteration 32Q: 3 clusters Score -812152.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -812156.312500 Penalty: 4353.667480
	Iteration 33Q: 3 clusters Score -812156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -812159.187500 Penalty: 4353.667480
	Iteration 34Q: 3 clusters Score -812159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -812160.000000 Penalty: 4353.667480
	Iteration 35Q: 3 clusters Score -812160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -812160.000000 Penalty: 4353.667480
	Iteration 36F: 3 clusters Score -812160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Entering Unmasked Estep 
Score: -3258816.000000 Penalty: 2511.344971
	Iteration 0F: 2 clusters Score -3258816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3241457.250000 Penalty: 5022.689941
	Iteration 0F: 3 clusters Score -3241457 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3247459.250000 Penalty: 5022.689941
	Iteration 1F: 3 clusters Score -3247459 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3247961.500000 Penalty: 5022.689941
	Iteration 2F: 3 clusters Score -3247962 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3248472.250000 Penalty: 5022.689941
	Iteration 3Q: 3 clusters Score -3248472 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3249083.750000 Penalty: 5022.689941
	Iteration 4F: 3 clusters Score -3249084 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3249870.750000 Penalty: 5022.689941
	Iteration 5F: 3 clusters Score -3249871 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3250884.000000 Penalty: 5022.689941
	Iteration 6F: 3 clusters Score -3250884 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3252177.750000 Penalty: 5022.689941
	Iteration 7F: 3 clusters Score -3252178 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3253636.750000 Penalty: 5022.689941
	Iteration 8F: 3 clusters Score -3253637 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3255172.000000 Penalty: 5022.689941
	Iteration 9F: 3 clusters Score -3255172 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3256507.000000 Penalty: 5022.689941
	Iteration 10Q: 3 clusters Score -3256507 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3257293.250000 Penalty: 5022.689941
	Iteration 11Q: 3 clusters Score -3257293 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3257666.250000 Penalty: 5022.689941
	Iteration 12Q: 3 clusters Score -3257666 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3257867.000000 Penalty: 5022.689941
	Iteration 13Q: 3 clusters Score -3257867 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3258038.000000 Penalty: 5022.689941
	Iteration 14Q: 3 clusters Score -3258038 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3258166.000000 Penalty: 5022.689941
	Iteration 15Q: 3 clusters Score -3258166 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3258274.750000 Penalty: 5022.689941
	Iteration 16Q: 3 clusters Score -3258275 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3258339.500000 Penalty: 5022.689941
	Iteration 17Q: 3 clusters Score -3258340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3258371.000000 Penalty: 5022.689941
	Iteration 18Q: 3 clusters Score -3258371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3258387.750000 Penalty: 5022.689941
	Iteration 19Q: 3 clusters Score -3258388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3258405.250000 Penalty: 5022.689941
	Iteration 20F: 3 clusters Score -3258405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3258409.500000 Penalty: 5022.689941
	Iteration 21Q: 3 clusters Score -3258410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3258408.250000 Penalty: 5022.689941
	Iteration 22Q: 3 clusters Score -3258408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3258422.250000 Penalty: 5022.689941
	Iteration 23Q: 3 clusters Score -3258422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3258417.750000 Penalty: 5022.689941
	Iteration 24Q: 3 clusters Score -3258418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3258418.500000 Penalty: 5022.689941
	Iteration 25Q: 3 clusters Score -3258418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3258421.750000 Penalty: 5022.689941
	Iteration 26Q: 3 clusters Score -3258422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3258427.500000 Penalty: 5022.689941
	Iteration 27Q: 3 clusters Score -3258428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3258424.250000 Penalty: 5022.689941
	Iteration 28Q: 3 clusters Score -3258424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3258428.500000 Penalty: 5022.689941
	Iteration 29Q: 3 clusters Score -3258428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3258429.250000 Penalty: 5022.689941
	Iteration 30Q: 3 clusters Score -3258429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3258427.750000 Penalty: 5022.689941
	Iteration 31Q: 3 clusters Score -3258428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3258427.000000 Penalty: 5022.689941
	Iteration 32Q: 3 clusters Score -3258427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3258430.500000 Penalty: 5022.689941
	Iteration 33Q: 3 clusters Score -3258430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3258432.750000 Penalty: 5022.689941
	Iteration 34Q: 3 clusters Score -3258433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3258427.750000 Penalty: 5022.689941
	Iteration 35Q: 3 clusters Score -3258428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3258431.000000 Penalty: 5022.689941
	Iteration 36Q: 3 clusters Score -3258431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3258432.500000 Penalty: 5022.689941
	Iteration 37Q: 3 clusters Score -3258432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3258432.500000 Penalty: 5022.689941
	Iteration 38F: 3 clusters Score -3258432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Entering Unmasked Estep 
Score: -435475.593750 Penalty: 2009.741699
	Iteration 0F: 2 clusters Score -435475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -431993.468750 Penalty: 4019.483398
	Iteration 0F: 3 clusters Score -431993.5 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -432682.343750 Penalty: 4019.483398
	Iteration 1F: 3 clusters Score -432682.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -432830.468750 Penalty: 4019.483398
	Iteration 2F: 3 clusters Score -432830.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -432927.093750 Penalty: 4019.483398
	Iteration 3Q: 3 clusters Score -432927.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -432992.125000 Penalty: 4019.483398
	Iteration 4Q: 3 clusters Score -432992.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -433036.031250 Penalty: 4019.483398
	Iteration 5Q: 3 clusters Score -433036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -433081.281250 Penalty: 4019.483398
	Iteration 6Q: 3 clusters Score -433081.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -433117.937500 Penalty: 4019.483398
	Iteration 7Q: 3 clusters Score -433117.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -433146.750000 Penalty: 4019.483398
	Iteration 8Q: 3 clusters Score -433146.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -433172.531250 Penalty: 4019.483398
	Iteration 9Q: 3 clusters Score -433172.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -433191.718750 Penalty: 4019.483398
	Iteration 10Q: 3 clusters Score -433191.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -433206.156250 Penalty: 4019.483398
	Iteration 11Q: 3 clusters Score -433206.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -433219.656250 Penalty: 4019.483398
	Iteration 12Q: 3 clusters Score -433219.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -433239.562500 Penalty: 4019.483398
	Iteration 13Q: 3 clusters Score -433239.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -433255.156250 Penalty: 4019.483398
	Iteration 14Q: 3 clusters Score -433255.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -433273.593750 Penalty: 4019.483398
	Iteration 15Q: 3 clusters Score -433273.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -433290.656250 Penalty: 4019.483398
	Iteration 16Q: 3 clusters Score -433290.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -433309.843750 Penalty: 4019.483398
	Iteration 17Q: 3 clusters Score -433309.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -433333.218750 Penalty: 4019.483398
	Iteration 18Q: 3 clusters Score -433333.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -433346.593750 Penalty: 4019.483398
	Iteration 19Q: 3 clusters Score -433346.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -433359.406250 Penalty: 4019.483398
	Iteration 20F: 3 clusters Score -433359.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -433374.875000 Penalty: 4019.483398
	Iteration 21Q: 3 clusters Score -433374.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -433391.031250 Penalty: 4019.483398
	Iteration 22Q: 3 clusters Score -433391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -433407.093750 Penalty: 4019.483398
	Iteration 23Q: 3 clusters Score -433407.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -433422.531250 Penalty: 4019.483398
	Iteration 24Q: 3 clusters Score -433422.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -433432.031250 Penalty: 4019.483398
	Iteration 25Q: 3 clusters Score -433432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -433446.718750 Penalty: 4019.483398
	Iteration 26Q: 3 clusters Score -433446.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -433461.562500 Penalty: 4019.483398
	Iteration 27Q: 3 clusters Score -433461.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -433477.031250 Penalty: 4019.483398
	Iteration 28Q: 3 clusters Score -433477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -433486.531250 Penalty: 4019.483398
	Iteration 29Q: 3 clusters Score -433486.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -433501.031250 Penalty: 4019.483398
	Iteration 30Q: 3 clusters Score -433501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -433514.031250 Penalty: 4019.483398
	Iteration 31Q: 3 clusters Score -433514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -433522.625000 Penalty: 4019.483398
	Iteration 32Q: 3 clusters Score -433522.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -433534.312500 Penalty: 4019.483398
	Iteration 33Q: 3 clusters Score -433534.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -433545.750000 Penalty: 4019.483398
	Iteration 34Q: 3 clusters Score -433545.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -433549.812500 Penalty: 4019.483398
	Iteration 35Q: 3 clusters Score -433549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -433556.437500 Penalty: 4019.483398
	Iteration 36Q: 3 clusters Score -433556.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -433563.906250 Penalty: 4019.483398
	Iteration 37Q: 3 clusters Score -433563.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -433571.406250 Penalty: 4019.483398
	Iteration 38Q: 3 clusters Score -433571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -433577.562500 Penalty: 4019.483398
	Iteration 39Q: 3 clusters Score -433577.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -433589.437500 Penalty: 4019.483398
	Iteration 40F: 3 clusters Score -433589.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -433598.781250 Penalty: 4019.483398
	Iteration 41Q: 3 clusters Score -433598.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -433608.593750 Penalty: 4019.483398
	Iteration 42Q: 3 clusters Score -433608.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -433618.250000 Penalty: 4019.483398
	Iteration 43Q: 3 clusters Score -433618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -433624.500000 Penalty: 4019.483398
	Iteration 44Q: 3 clusters Score -433624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -433627.968750 Penalty: 4019.483398
	Iteration 45Q: 3 clusters Score -433628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -433637.062500 Penalty: 4019.483398
	Iteration 46Q: 3 clusters Score -433637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -433643.218750 Penalty: 4019.483398
	Iteration 47Q: 3 clusters Score -433643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -433646.031250 Penalty: 4019.483398
	Iteration 48Q: 3 clusters Score -433646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -433649.937500 Penalty: 4019.483398
	Iteration 49Q: 3 clusters Score -433649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -433654.812500 Penalty: 4019.483398
	Iteration 50Q: 3 clusters Score -433654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -433659.812500 Penalty: 4019.483398
	Iteration 51Q: 3 clusters Score -433659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -433665.812500 Penalty: 4019.483398
	Iteration 52Q: 3 clusters Score -433665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -433670.125000 Penalty: 4019.483398
	Iteration 53Q: 3 clusters Score -433670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -433675.906250 Penalty: 4019.483398
	Iteration 54Q: 3 clusters Score -433675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -433678.218750 Penalty: 4019.483398
	Iteration 55Q: 3 clusters Score -433678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -433684.437500 Penalty: 4019.483398
	Iteration 56Q: 3 clusters Score -433684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -433686.781250 Penalty: 4019.483398
	Iteration 57Q: 3 clusters Score -433686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -433690.343750 Penalty: 4019.483398
	Iteration 58Q: 3 clusters Score -433690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -433692.343750 Penalty: 4019.483398
	Iteration 59Q: 3 clusters Score -433692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -433693.187500 Penalty: 4019.483398
	Iteration 60F: 3 clusters Score -433693.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Entering Unmasked Estep 
Score: -1317538.000000 Penalty: 2287.514404
	Iteration 0F: 2 clusters Score -1317538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1309715.250000 Penalty: 4575.028809
	Iteration 0F: 3 clusters Score -1309715 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1311994.250000 Penalty: 4575.028809
	Iteration 1F: 3 clusters Score -1311994 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1312380.125000 Penalty: 4575.028809
	Iteration 2F: 3 clusters Score -1312380 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1312691.500000 Penalty: 4575.028809
	Iteration 3F: 3 clusters Score -1312692 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1313006.500000 Penalty: 4575.028809
	Iteration 4F: 3 clusters Score -1313006 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1313347.375000 Penalty: 4575.028809
	Iteration 5Q: 3 clusters Score -1313347 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1313782.125000 Penalty: 4575.028809
	Iteration 6F: 3 clusters Score -1313782 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1314237.000000 Penalty: 4575.028809
	Iteration 7F: 3 clusters Score -1314237 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1314618.625000 Penalty: 4575.028809
	Iteration 8F: 3 clusters Score -1314619 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1314896.375000 Penalty: 4575.028809
	Iteration 9Q: 3 clusters Score -1314896 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1315091.125000 Penalty: 4575.028809
	Iteration 10Q: 3 clusters Score -1315091 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1315210.000000 Penalty: 4575.028809
	Iteration 11Q: 3 clusters Score -1315210 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1315279.750000 Penalty: 4575.028809
	Iteration 12Q: 3 clusters Score -1315280 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1315335.625000 Penalty: 4575.028809
	Iteration 13Q: 3 clusters Score -1315336 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1315382.375000 Penalty: 4575.028809
	Iteration 14Q: 3 clusters Score -1315382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1315413.625000 Penalty: 4575.028809
	Iteration 15Q: 3 clusters Score -1315414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1315437.375000 Penalty: 4575.028809
	Iteration 16Q: 3 clusters Score -1315437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1315459.250000 Penalty: 4575.028809
	Iteration 17Q: 3 clusters Score -1315459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1315476.750000 Penalty: 4575.028809
	Iteration 18Q: 3 clusters Score -1315477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1315492.875000 Penalty: 4575.028809
	Iteration 19Q: 3 clusters Score -1315493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1315510.875000 Penalty: 4575.028809
	Iteration 20F: 3 clusters Score -1315511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1315524.375000 Penalty: 4575.028809
	Iteration 21Q: 3 clusters Score -1315524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1315534.500000 Penalty: 4575.028809
	Iteration 22Q: 3 clusters Score -1315534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1315551.000000 Penalty: 4575.028809
	Iteration 23Q: 3 clusters Score -1315551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1315561.500000 Penalty: 4575.028809
	Iteration 24Q: 3 clusters Score -1315562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1315579.750000 Penalty: 4575.028809
	Iteration 25Q: 3 clusters Score -1315580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1315594.125000 Penalty: 4575.028809
	Iteration 26Q: 3 clusters Score -1315594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1315609.000000 Penalty: 4575.028809
	Iteration 27Q: 3 clusters Score -1315609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1315617.250000 Penalty: 4575.028809
	Iteration 28Q: 3 clusters Score -1315617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1315632.000000 Penalty: 4575.028809
	Iteration 29Q: 3 clusters Score -1315632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1315645.875000 Penalty: 4575.028809
	Iteration 30Q: 3 clusters Score -1315646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1315660.750000 Penalty: 4575.028809
	Iteration 31Q: 3 clusters Score -1315661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1315679.500000 Penalty: 4575.028809
	Iteration 32Q: 3 clusters Score -1315680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1315693.625000 Penalty: 4575.028809
	Iteration 33Q: 3 clusters Score -1315694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1315707.500000 Penalty: 4575.028809
	Iteration 34Q: 3 clusters Score -1315708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1315716.875000 Penalty: 4575.028809
	Iteration 35Q: 3 clusters Score -1315717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1315733.625000 Penalty: 4575.028809
	Iteration 36Q: 3 clusters Score -1315734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1315742.625000 Penalty: 4575.028809
	Iteration 37Q: 3 clusters Score -1315743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1315748.875000 Penalty: 4575.028809
	Iteration 38Q: 3 clusters Score -1315749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1315755.750000 Penalty: 4575.028809
	Iteration 39Q: 3 clusters Score -1315756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1315767.375000 Penalty: 4575.028809
	Iteration 40F: 3 clusters Score -1315767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1315772.500000 Penalty: 4575.028809
	Iteration 41Q: 3 clusters Score -1315772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1315778.625000 Penalty: 4575.028809
	Iteration 42Q: 3 clusters Score -1315779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1315791.125000 Penalty: 4575.028809
	Iteration 43Q: 3 clusters Score -1315791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1315797.125000 Penalty: 4575.028809
	Iteration 44Q: 3 clusters Score -1315797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1315800.250000 Penalty: 4575.028809
	Iteration 45Q: 3 clusters Score -1315800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1315810.125000 Penalty: 4575.028809
	Iteration 46Q: 3 clusters Score -1315810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1315810.125000 Penalty: 4575.028809
	Iteration 47Q: 3 clusters Score -1315810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1315816.250000 Penalty: 4575.028809
	Iteration 48Q: 3 clusters Score -1315816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1315818.250000 Penalty: 4575.028809
	Iteration 49Q: 3 clusters Score -1315818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1315819.000000 Penalty: 4575.028809
	Iteration 50Q: 3 clusters Score -1315819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1315818.875000 Penalty: 4575.028809
	Iteration 51Q: 3 clusters Score -1315819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1315824.125000 Penalty: 4575.028809
	Iteration 52Q: 3 clusters Score -1315824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1315825.125000 Penalty: 4575.028809
	Iteration 53Q: 3 clusters Score -1315825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1315826.250000 Penalty: 4575.028809
	Iteration 54Q: 3 clusters Score -1315826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1315831.000000 Penalty: 4575.028809
	Iteration 55Q: 3 clusters Score -1315831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1315833.625000 Penalty: 4575.028809
	Iteration 56Q: 3 clusters Score -1315834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1315838.000000 Penalty: 4575.028809
	Iteration 57Q: 3 clusters Score -1315838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1315839.250000 Penalty: 4575.028809
	Iteration 58Q: 3 clusters Score -1315839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1315841.375000 Penalty: 4575.028809
	Iteration 59Q: 3 clusters Score -1315841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1315847.500000 Penalty: 4575.028809
	Iteration 60F: 3 clusters Score -1315848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1315854.000000 Penalty: 4575.028809
	Iteration 61Q: 3 clusters Score -1315854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1315857.250000 Penalty: 4575.028809
	Iteration 62Q: 3 clusters Score -1315857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1315859.625000 Penalty: 4575.028809
	Iteration 63Q: 3 clusters Score -1315860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1315860.750000 Penalty: 4575.028809
	Iteration 64Q: 3 clusters Score -1315861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1315863.125000 Penalty: 4575.028809
	Iteration 65Q: 3 clusters Score -1315863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1315864.750000 Penalty: 4575.028809
	Iteration 66Q: 3 clusters Score -1315865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1315866.750000 Penalty: 4575.028809
	Iteration 67Q: 3 clusters Score -1315867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1315868.375000 Penalty: 4575.028809
	Iteration 68Q: 3 clusters Score -1315868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1315867.000000 Penalty: 4575.028809
	Iteration 69Q: 3 clusters Score -1315867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1315868.125000 Penalty: 4575.028809
	Iteration 70Q: 3 clusters Score -1315868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1315868.000000 Penalty: 4575.028809
	Iteration 71Q: 3 clusters Score -1315868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1315868.625000 Penalty: 4575.028809
	Iteration 72Q: 3 clusters Score -1315869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1315869.750000 Penalty: 4575.028809
	Iteration 73Q: 3 clusters Score -1315870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1315868.125000 Penalty: 4575.028809
	Iteration 74Q: 3 clusters Score -1315868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1315870.125000 Penalty: 4575.028809
	Iteration 75Q: 3 clusters Score -1315870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1315870.125000 Penalty: 4575.028809
	Iteration 76F: 3 clusters Score -1315870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Entering Unmasked Estep 
Score: -11493573.000000 Penalty: 2820.611328
	Iteration 0F: 2 clusters Score -1.149357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -11435220.000000 Penalty: 5641.222656
	Iteration 0F: 3 clusters Score -1.143522e+07 nChanged 40997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -11458426.000000 Penalty: 5641.222656
	Iteration 1F: 3 clusters Score -1.145843e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -11459239.000000 Penalty: 5641.222656
	Iteration 2Q: 3 clusters Score -1.145924e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -11460284.000000 Penalty: 5641.222656
	Iteration 3Q: 3 clusters Score -1.146028e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -11461839.000000 Penalty: 5641.222656
	Iteration 4Q: 3 clusters Score -1.146184e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -11464452.000000 Penalty: 5641.222656
	Iteration 5F: 3 clusters Score -1.146445e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -11469140.000000 Penalty: 5641.222656
	Iteration 6F: 3 clusters Score -1.146914e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -11475745.000000 Penalty: 5641.222656
	Iteration 7F: 3 clusters Score -1.147574e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -11482746.000000 Penalty: 5641.222656
	Iteration 8F: 3 clusters Score -1.148275e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -11487738.000000 Penalty: 5641.222656
	Iteration 9F: 3 clusters Score -1.148774e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -11489987.000000 Penalty: 5641.222656
	Iteration 10Q: 3 clusters Score -1.148999e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -11490626.000000 Penalty: 5641.222656
	Iteration 11Q: 3 clusters Score -1.149063e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -11490848.000000 Penalty: 5641.222656
	Iteration 12Q: 3 clusters Score -1.149085e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -11490964.000000 Penalty: 5641.222656
	Iteration 13Q: 3 clusters Score -1.149096e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -11491022.000000 Penalty: 5641.222656
	Iteration 14Q: 3 clusters Score -1.149102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -11491065.000000 Penalty: 5641.222656
	Iteration 15Q: 3 clusters Score -1.149106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -11491079.000000 Penalty: 5641.222656
	Iteration 16Q: 3 clusters Score -1.149108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -11491085.000000 Penalty: 5641.222656
	Iteration 17Q: 3 clusters Score -1.149108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -11491089.000000 Penalty: 5641.222656
	Iteration 18Q: 3 clusters Score -1.149109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -11491093.000000 Penalty: 5641.222656
	Iteration 19Q: 3 clusters Score -1.149109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -11491095.000000 Penalty: 5641.222656
	Iteration 20F: 3 clusters Score -1.14911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -11491093.000000 Penalty: 5641.222656
	Iteration 21Q: 3 clusters Score -1.149109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -11491108.000000 Penalty: 5641.222656
	Iteration 22Q: 3 clusters Score -1.149111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -11491117.000000 Penalty: 5641.222656
	Iteration 23Q: 3 clusters Score -1.149112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -11491114.000000 Penalty: 5641.222656
	Iteration 24Q: 3 clusters Score -1.149111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -11491114.000000 Penalty: 5641.222656
	Iteration 25F: 3 clusters Score -1.149111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Entering Unmasked Estep 
Score: -1688515.375000 Penalty: 2345.559814
	Iteration 0F: 2 clusters Score -1688515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1679081.375000 Penalty: 4691.119629
	Iteration 0F: 3 clusters Score -1679081 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1682029.625000 Penalty: 4691.119629
	Iteration 1F: 3 clusters Score -1682030 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1682474.000000 Penalty: 4691.119629
	Iteration 2F: 3 clusters Score -1682474 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1682912.500000 Penalty: 4691.119629
	Iteration 3F: 3 clusters Score -1682912 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1683343.875000 Penalty: 4691.119629
	Iteration 4F: 3 clusters Score -1683344 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1683762.375000 Penalty: 4691.119629
	Iteration 5F: 3 clusters Score -1683762 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1684184.875000 Penalty: 4691.119629
	Iteration 6F: 3 clusters Score -1684185 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1684563.500000 Penalty: 4691.119629
	Iteration 7Q: 3 clusters Score -1684564 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1684849.500000 Penalty: 4691.119629
	Iteration 8Q: 3 clusters Score -1684850 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1685037.875000 Penalty: 4691.119629
	Iteration 9Q: 3 clusters Score -1685038 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1685176.625000 Penalty: 4691.119629
	Iteration 10Q: 3 clusters Score -1685177 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1685261.250000 Penalty: 4691.119629
	Iteration 11Q: 3 clusters Score -1685261 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1685336.250000 Penalty: 4691.119629
	Iteration 12Q: 3 clusters Score -1685336 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1685401.500000 Penalty: 4691.119629
	Iteration 13Q: 3 clusters Score -1685402 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1685458.125000 Penalty: 4691.119629
	Iteration 14Q: 3 clusters Score -1685458 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1685509.375000 Penalty: 4691.119629
	Iteration 15Q: 3 clusters Score -1685509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1685552.250000 Penalty: 4691.119629
	Iteration 16Q: 3 clusters Score -1685552 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1685607.250000 Penalty: 4691.119629
	Iteration 17Q: 3 clusters Score -1685607 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1685664.250000 Penalty: 4691.119629
	Iteration 18Q: 3 clusters Score -1685664 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1685726.500000 Penalty: 4691.119629
	Iteration 19Q: 3 clusters Score -1685726 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1685791.625000 Penalty: 4691.119629
	Iteration 20F: 3 clusters Score -1685792 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1685860.250000 Penalty: 4691.119629
	Iteration 21Q: 3 clusters Score -1685860 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1685916.250000 Penalty: 4691.119629
	Iteration 22Q: 3 clusters Score -1685916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1685982.375000 Penalty: 4691.119629
	Iteration 23Q: 3 clusters Score -1685982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1686051.250000 Penalty: 4691.119629
	Iteration 24Q: 3 clusters Score -1686051 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1686117.500000 Penalty: 4691.119629
	Iteration 25Q: 3 clusters Score -1686118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1686177.625000 Penalty: 4691.119629
	Iteration 26Q: 3 clusters Score -1686178 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1686236.250000 Penalty: 4691.119629
	Iteration 27Q: 3 clusters Score -1686236 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1686279.750000 Penalty: 4691.119629
	Iteration 28Q: 3 clusters Score -1686280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1686314.500000 Penalty: 4691.119629
	Iteration 29Q: 3 clusters Score -1686314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1686346.000000 Penalty: 4691.119629
	Iteration 30Q: 3 clusters Score -1686346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1686384.125000 Penalty: 4691.119629
	Iteration 31Q: 3 clusters Score -1686384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1686415.500000 Penalty: 4691.119629
	Iteration 32Q: 3 clusters Score -1686416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1686436.875000 Penalty: 4691.119629
	Iteration 33Q: 3 clusters Score -1686437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1686458.375000 Penalty: 4691.119629
	Iteration 34Q: 3 clusters Score -1686458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1686484.000000 Penalty: 4691.119629
	Iteration 35Q: 3 clusters Score -1686484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1686502.875000 Penalty: 4691.119629
	Iteration 36Q: 3 clusters Score -1686503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1686518.125000 Penalty: 4691.119629
	Iteration 37Q: 3 clusters Score -1686518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1686531.000000 Penalty: 4691.119629
	Iteration 38Q: 3 clusters Score -1686531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1686538.625000 Penalty: 4691.119629
	Iteration 39Q: 3 clusters Score -1686539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1686544.125000 Penalty: 4691.119629
	Iteration 40F: 3 clusters Score -1686544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1686545.250000 Penalty: 4691.119629
	Iteration 41Q: 3 clusters Score -1686545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1686549.500000 Penalty: 4691.119629
	Iteration 42Q: 3 clusters Score -1686550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1686552.625000 Penalty: 4691.119629
	Iteration 43Q: 3 clusters Score -1686553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1686555.000000 Penalty: 4691.119629
	Iteration 44Q: 3 clusters Score -1686555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1686557.375000 Penalty: 4691.119629
	Iteration 45Q: 3 clusters Score -1686557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1686558.250000 Penalty: 4691.119629
	Iteration 46Q: 3 clusters Score -1686558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1686557.250000 Penalty: 4691.119629
	Iteration 47Q: 3 clusters Score -1686557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1686561.000000 Penalty: 4691.119629
	Iteration 48Q: 3 clusters Score -1686561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1686561.625000 Penalty: 4691.119629
	Iteration 49Q: 3 clusters Score -1686562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1686565.250000 Penalty: 4691.119629
	Iteration 50Q: 3 clusters Score -1686565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1686561.000000 Penalty: 4691.119629
	Iteration 51Q: 3 clusters Score -1686561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1686565.125000 Penalty: 4691.119629
	Iteration 52Q: 3 clusters Score -1686565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1686565.125000 Penalty: 4691.119629
	Iteration 53F: 3 clusters Score -1686565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Entering Unmasked Estep 
Score: -2546581.500000 Penalty: 2452.958008
	Iteration 0F: 2 clusters Score -2546582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2532726.500000 Penalty: 4905.916016
	Iteration 0F: 3 clusters Score -2532726 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2537616.250000 Penalty: 4905.916016
	Iteration 1F: 3 clusters Score -2537616 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2538559.000000 Penalty: 4905.916016
	Iteration 2F: 3 clusters Score -2538559 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2539664.750000 Penalty: 4905.916016
	Iteration 3F: 3 clusters Score -2539665 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2540860.250000 Penalty: 4905.916016
	Iteration 4F: 3 clusters Score -2540860 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2542036.250000 Penalty: 4905.916016
	Iteration 5F: 3 clusters Score -2542036 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2543222.500000 Penalty: 4905.916016
	Iteration 6F: 3 clusters Score -2543222 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2544457.000000 Penalty: 4905.916016
	Iteration 7F: 3 clusters Score -2544457 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2545633.250000 Penalty: 4905.916016
	Iteration 8Q: 3 clusters Score -2545633 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2546386.000000 Penalty: 4905.916016
	Iteration 9Q: 3 clusters Score -2546386 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2546736.000000 Penalty: 4905.916016
	Iteration 10Q: 3 clusters Score -2546736 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2546860.750000 Penalty: 4905.916016
	Iteration 11Q: 3 clusters Score -2546861 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2546944.000000 Penalty: 4905.916016
	Iteration 12Q: 3 clusters Score -2546944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2546987.750000 Penalty: 4905.916016
	Iteration 13Q: 3 clusters Score -2546988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2547008.500000 Penalty: 4905.916016
	Iteration 14Q: 3 clusters Score -2547008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2547020.500000 Penalty: 4905.916016
	Iteration 15Q: 3 clusters Score -2547020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2547014.750000 Penalty: 4905.916016
	Iteration 16Q: 3 clusters Score -2547015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2547017.750000 Penalty: 4905.916016
	Iteration 17Q: 3 clusters Score -2547018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2547017.750000 Penalty: 4905.916016
	Iteration 18Q: 3 clusters Score -2547018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2547018.500000 Penalty: 4905.916016
	Iteration 19Q: 3 clusters Score -2547018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2547023.500000 Penalty: 4905.916016
	Iteration 20F: 3 clusters Score -2547024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2547021.250000 Penalty: 4905.916016
	Iteration 21Q: 3 clusters Score -2547021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2547026.250000 Penalty: 4905.916016
	Iteration 22Q: 3 clusters Score -2547026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2547027.000000 Penalty: 4905.916016
	Iteration 23Q: 3 clusters Score -2547027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2547026.750000 Penalty: 4905.916016
	Iteration 24Q: 3 clusters Score -2547027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2547024.000000 Penalty: 4905.916016
	Iteration 25Q: 3 clusters Score -2547024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2547024.000000 Penalty: 4905.916016
	Iteration 26F: 3 clusters Score -2547024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 86980 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 5529 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 36758 members 
Mstep: Class 10 contains 9816 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 48503 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 45753 members 
Mstep: Class 18 contains 14222 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 5823 members 
Entering Unmasked Estep 
Score: -42905728.000000 Penalty: 63116.312500
Splitting cluster 7 changes total score from -42905772.000000 to -42905728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -572046.687500 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -572046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -567592.250000 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -567592.2 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -568651.625000 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -568651.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -568872.312500 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -568872.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -569026.437500 Penalty: 4201.793945
	Iteration 3F: 3 clusters Score -569026.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -569126.625000 Penalty: 4201.793945
	Iteration 4Q: 3 clusters Score -569126.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -569218.000000 Penalty: 4201.793945
	Iteration 5Q: 3 clusters Score -569218 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -569276.812500 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -569276.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -569329.375000 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -569329.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -569396.250000 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -569396.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -569452.937500 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -569452.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -569491.125000 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -569491.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -569518.125000 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -569518.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -569551.500000 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -569551.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -569581.312500 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -569581.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -569605.937500 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -569605.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -569630.000000 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -569630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -569650.062500 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -569650.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -569670.562500 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -569670.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -569692.062500 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -569692.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -569709.187500 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -569709.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -569722.000000 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -569722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -569737.750000 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -569737.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -569759.937500 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -569759.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -569784.375000 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -569784.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -569798.250000 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -569798.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -569817.375000 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -569817.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -569849.312500 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -569849.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -569879.875000 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -569879.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -569906.750000 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -569906.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -569931.750000 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -569931.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -569951.625000 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -569951.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -569973.437500 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -569973.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -569992.250000 Penalty: 4201.793945
	Iteration 32Q: 3 clusters Score -569992.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -570014.437500 Penalty: 4201.793945
	Iteration 33Q: 3 clusters Score -570014.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -570037.812500 Penalty: 4201.793945
	Iteration 34Q: 3 clusters Score -570037.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -570063.437500 Penalty: 4201.793945
	Iteration 35Q: 3 clusters Score -570063.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -570090.125000 Penalty: 4201.793945
	Iteration 36Q: 3 clusters Score -570090.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -570110.375000 Penalty: 4201.793945
	Iteration 37Q: 3 clusters Score -570110.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -570126.812500 Penalty: 4201.793945
	Iteration 38Q: 3 clusters Score -570126.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -570138.375000 Penalty: 4201.793945
	Iteration 39Q: 3 clusters Score -570138.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -570150.187500 Penalty: 4201.793945
	Iteration 40F: 3 clusters Score -570150.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -570159.000000 Penalty: 4201.793945
	Iteration 41Q: 3 clusters Score -570159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -570163.750000 Penalty: 4201.793945
	Iteration 42Q: 3 clusters Score -570163.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -570169.625000 Penalty: 4201.793945
	Iteration 43Q: 3 clusters Score -570169.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -570174.125000 Penalty: 4201.793945
	Iteration 44Q: 3 clusters Score -570174.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -570182.500000 Penalty: 4201.793945
	Iteration 45Q: 3 clusters Score -570182.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -570190.937500 Penalty: 4201.793945
	Iteration 46Q: 3 clusters Score -570190.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -570199.375000 Penalty: 4201.793945
	Iteration 47Q: 3 clusters Score -570199.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -570205.187500 Penalty: 4201.793945
	Iteration 48Q: 3 clusters Score -570205.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -570212.562500 Penalty: 4201.793945
	Iteration 49Q: 3 clusters Score -570212.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -570217.250000 Penalty: 4201.793945
	Iteration 50Q: 3 clusters Score -570217.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -570221.500000 Penalty: 4201.793945
	Iteration 51Q: 3 clusters Score -570221.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -570228.250000 Penalty: 4201.793945
	Iteration 52Q: 3 clusters Score -570228.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -570228.937500 Penalty: 4201.793945
	Iteration 53Q: 3 clusters Score -570228.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -570233.250000 Penalty: 4201.793945
	Iteration 54Q: 3 clusters Score -570233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -570235.562500 Penalty: 4201.793945
	Iteration 55Q: 3 clusters Score -570235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -570242.687500 Penalty: 4201.793945
	Iteration 56Q: 3 clusters Score -570242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -570245.562500 Penalty: 4201.793945
	Iteration 57Q: 3 clusters Score -570245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -570246.937500 Penalty: 4201.793945
	Iteration 58Q: 3 clusters Score -570246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -570247.000000 Penalty: 4201.793945
	Iteration 59Q: 3 clusters Score -570247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -570247.000000 Penalty: 4201.793945
	Iteration 60F: 3 clusters Score -570247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Entering Unmasked Estep 
Score: -4619833.000000 Penalty: 2607.003418
	Iteration 0F: 2 clusters Score -4619833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4594762.000000 Penalty: 5214.006836
	Iteration 0F: 3 clusters Score -4594762 nChanged 16812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4604320.500000 Penalty: 5214.006836
	Iteration 1F: 3 clusters Score -4604320 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4604973.000000 Penalty: 5214.006836
	Iteration 2Q: 3 clusters Score -4604973 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4605725.000000 Penalty: 5214.006836
	Iteration 3Q: 3 clusters Score -4605725 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4606723.500000 Penalty: 5214.006836
	Iteration 4F: 3 clusters Score -4606724 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4608192.500000 Penalty: 5214.006836
	Iteration 5F: 3 clusters Score -4608192 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4610234.500000 Penalty: 5214.006836
	Iteration 6F: 3 clusters Score -4610234 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -4612629.500000 Penalty: 5214.006836
	Iteration 7F: 3 clusters Score -4612630 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4614877.000000 Penalty: 5214.006836
	Iteration 8F: 3 clusters Score -4614877 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4616330.500000 Penalty: 5214.006836
	Iteration 9Q: 3 clusters Score -4616330 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4616993.500000 Penalty: 5214.006836
	Iteration 10Q: 3 clusters Score -4616994 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4617276.000000 Penalty: 5214.006836
	Iteration 11Q: 3 clusters Score -4617276 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4617391.500000 Penalty: 5214.006836
	Iteration 12Q: 3 clusters Score -4617392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4617460.000000 Penalty: 5214.006836
	Iteration 13Q: 3 clusters Score -4617460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4617498.000000 Penalty: 5214.006836
	Iteration 14Q: 3 clusters Score -4617498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4617528.000000 Penalty: 5214.006836
	Iteration 15Q: 3 clusters Score -4617528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4617536.500000 Penalty: 5214.006836
	Iteration 16Q: 3 clusters Score -4617536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4617546.000000 Penalty: 5214.006836
	Iteration 17Q: 3 clusters Score -4617546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4617565.000000 Penalty: 5214.006836
	Iteration 18Q: 3 clusters Score -4617565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4617568.500000 Penalty: 5214.006836
	Iteration 19Q: 3 clusters Score -4617568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4617581.500000 Penalty: 5214.006836
	Iteration 20F: 3 clusters Score -4617582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4617596.500000 Penalty: 5214.006836
	Iteration 21Q: 3 clusters Score -4617596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4617605.000000 Penalty: 5214.006836
	Iteration 22Q: 3 clusters Score -4617605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4617612.000000 Penalty: 5214.006836
	Iteration 23Q: 3 clusters Score -4617612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4617621.000000 Penalty: 5214.006836
	Iteration 24Q: 3 clusters Score -4617621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4617624.000000 Penalty: 5214.006836
	Iteration 25Q: 3 clusters Score -4617624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4617626.500000 Penalty: 5214.006836
	Iteration 26Q: 3 clusters Score -4617626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4617625.500000 Penalty: 5214.006836
	Iteration 27Q: 3 clusters Score -4617626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4617631.500000 Penalty: 5214.006836
	Iteration 28Q: 3 clusters Score -4617632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4617627.500000 Penalty: 5214.006836
	Iteration 29Q: 3 clusters Score -4617628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4617630.000000 Penalty: 5214.006836
	Iteration 30Q: 3 clusters Score -4617630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4617634.500000 Penalty: 5214.006836
	Iteration 31Q: 3 clusters Score -4617634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4617634.500000 Penalty: 5214.006836
	Iteration 32F: 3 clusters Score -4617634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Entering Unmasked Estep 
Score: -1323495.875000 Penalty: 2279.558594
	Iteration 0F: 2 clusters Score -1323496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1315944.250000 Penalty: 4559.117188
	Iteration 0F: 3 clusters Score -1315944 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1318034.750000 Penalty: 4559.117188
	Iteration 1F: 3 clusters Score -1318035 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1318295.250000 Penalty: 4559.117188
	Iteration 2F: 3 clusters Score -1318295 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1318461.875000 Penalty: 4559.117188
	Iteration 3Q: 3 clusters Score -1318462 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1318588.750000 Penalty: 4559.117188
	Iteration 4Q: 3 clusters Score -1318589 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1318695.625000 Penalty: 4559.117188
	Iteration 5Q: 3 clusters Score -1318696 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1318776.750000 Penalty: 4559.117188
	Iteration 6Q: 3 clusters Score -1318777 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1318847.125000 Penalty: 4559.117188
	Iteration 7Q: 3 clusters Score -1318847 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1318907.000000 Penalty: 4559.117188
	Iteration 8Q: 3 clusters Score -1318907 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1318975.375000 Penalty: 4559.117188
	Iteration 9Q: 3 clusters Score -1318975 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1319053.875000 Penalty: 4559.117188
	Iteration 10Q: 3 clusters Score -1319054 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1319158.250000 Penalty: 4559.117188
	Iteration 11Q: 3 clusters Score -1319158 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1319284.000000 Penalty: 4559.117188
	Iteration 12Q: 3 clusters Score -1319284 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1319448.625000 Penalty: 4559.117188
	Iteration 13Q: 3 clusters Score -1319449 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1319647.375000 Penalty: 4559.117188
	Iteration 14Q: 3 clusters Score -1319647 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1319903.875000 Penalty: 4559.117188
	Iteration 15Q: 3 clusters Score -1319904 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1320216.375000 Penalty: 4559.117188
	Iteration 16Q: 3 clusters Score -1320216 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1320552.625000 Penalty: 4559.117188
	Iteration 17Q: 3 clusters Score -1320553 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1320878.625000 Penalty: 4559.117188
	Iteration 18Q: 3 clusters Score -1320879 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1321112.750000 Penalty: 4559.117188
	Iteration 19Q: 3 clusters Score -1321113 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1321252.375000 Penalty: 4559.117188
	Iteration 20F: 3 clusters Score -1321252 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1321336.625000 Penalty: 4559.117188
	Iteration 21Q: 3 clusters Score -1321337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1321394.500000 Penalty: 4559.117188
	Iteration 22Q: 3 clusters Score -1321394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1321430.000000 Penalty: 4559.117188
	Iteration 23Q: 3 clusters Score -1321430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1321459.250000 Penalty: 4559.117188
	Iteration 24Q: 3 clusters Score -1321459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1321475.125000 Penalty: 4559.117188
	Iteration 25Q: 3 clusters Score -1321475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1321487.250000 Penalty: 4559.117188
	Iteration 26Q: 3 clusters Score -1321487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1321498.500000 Penalty: 4559.117188
	Iteration 27Q: 3 clusters Score -1321498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1321502.625000 Penalty: 4559.117188
	Iteration 28Q: 3 clusters Score -1321503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1321502.625000 Penalty: 4559.117188
	Iteration 29Q: 3 clusters Score -1321503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1321504.500000 Penalty: 4559.117188
	Iteration 30Q: 3 clusters Score -1321504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1321509.000000 Penalty: 4559.117188
	Iteration 31Q: 3 clusters Score -1321509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1321512.875000 Penalty: 4559.117188
	Iteration 32Q: 3 clusters Score -1321513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1321516.000000 Penalty: 4559.117188
	Iteration 33Q: 3 clusters Score -1321516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1321519.250000 Penalty: 4559.117188
	Iteration 34Q: 3 clusters Score -1321519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1321519.500000 Penalty: 4559.117188
	Iteration 35Q: 3 clusters Score -1321520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1321519.500000 Penalty: 4559.117188
	Iteration 36F: 3 clusters Score -1321520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -169896.125000 Penalty: 1810.014404
	Iteration 0F: 2 clusters Score -169896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -167893.390625 Penalty: 3620.028809
	Iteration 0F: 3 clusters Score -167893.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -169044.359375 Penalty: 3620.028809
	Iteration 1F: 3 clusters Score -169044.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -169830.578125 Penalty: 3620.028809
	Iteration 2F: 3 clusters Score -169830.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -170550.218750 Penalty: 3620.028809
	Iteration 3F: 3 clusters Score -170550.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -170985.468750 Penalty: 3620.028809
	Iteration 4F: 3 clusters Score -170985.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -171116.093750 Penalty: 3620.028809
	Iteration 5Q: 3 clusters Score -171116.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -171180.265625 Penalty: 3620.028809
	Iteration 6Q: 3 clusters Score -171180.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -171213.484375 Penalty: 3620.028809
	Iteration 7Q: 3 clusters Score -171213.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -171227.671875 Penalty: 3620.028809
	Iteration 8Q: 3 clusters Score -171227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -171233.843750 Penalty: 3620.028809
	Iteration 9Q: 3 clusters Score -171233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -171236.359375 Penalty: 3620.028809
	Iteration 10Q: 3 clusters Score -171236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -171236.359375 Penalty: 3620.028809
	Iteration 11F: 3 clusters Score -171236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 86980 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 19751 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 36758 members 
Mstep: Class 10 contains 9816 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 48503 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 45753 members 
Mstep: Class 18 contains 1194 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 5823 members 
Entering Unmasked Estep 
Score: -42905884.000000 Penalty: 63116.312500
Splitting cluster 11 changes total score from -42905772.000000 to -42905884.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 12 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -175516.718750 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -175516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -173217.765625 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -173217.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173584.765625 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -173584.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -173768.078125 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -173768.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -173966.828125 Penalty: 3614.969238
	Iteration 3F: 3 clusters Score -173966.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -174283.265625 Penalty: 3614.969238
	Iteration 4F: 3 clusters Score -174283.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -174734.781250 Penalty: 3614.969238
	Iteration 5F: 3 clusters Score -174734.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -175162.828125 Penalty: 3614.969238
	Iteration 6F: 3 clusters Score -175162.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175374.296875 Penalty: 3614.969238
	Iteration 7F: 3 clusters Score -175374.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -175455.406250 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -175455.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175486.546875 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -175486.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -175501.687500 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -175501.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -175510.234375 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -175510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -175514.015625 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -175514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -175516.093750 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -175516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -175520.640625 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -175520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -175520.640625 Penalty: 3614.969238
	Iteration 15F: 3 clusters Score -175520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 86980 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 19751 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 36758 members 
Mstep: Class 10 contains 9816 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 48503 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 45753 members 
Mstep: Class 18 contains 1194 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 1003 members 
Entering Unmasked Estep 
Score: -42904548.000000 Penalty: 66272.132812
Splitting cluster 12 changes total score from -42905772.000000 to -42904548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Entering Unmasked Estep 
Score: -986261.812500 Penalty: 2214.434326
	Iteration 0F: 2 clusters Score -986261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -980100.750000 Penalty: 4428.868652
	Iteration 0F: 3 clusters Score -980100.8 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -981794.500000 Penalty: 4428.868652
	Iteration 1F: 3 clusters Score -981794.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -982012.312500 Penalty: 4428.868652
	Iteration 2F: 3 clusters Score -982012.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -982151.187500 Penalty: 4428.868652
	Iteration 3Q: 3 clusters Score -982151.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -982264.812500 Penalty: 4428.868652
	Iteration 4Q: 3 clusters Score -982264.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -982345.812500 Penalty: 4428.868652
	Iteration 5Q: 3 clusters Score -982345.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -982422.062500 Penalty: 4428.868652
	Iteration 6Q: 3 clusters Score -982422.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -982496.187500 Penalty: 4428.868652
	Iteration 7Q: 3 clusters Score -982496.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -982563.500000 Penalty: 4428.868652
	Iteration 8Q: 3 clusters Score -982563.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -982623.000000 Penalty: 4428.868652
	Iteration 9Q: 3 clusters Score -982623 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -982695.062500 Penalty: 4428.868652
	Iteration 10Q: 3 clusters Score -982695.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -982778.562500 Penalty: 4428.868652
	Iteration 11Q: 3 clusters Score -982778.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -982876.375000 Penalty: 4428.868652
	Iteration 12Q: 3 clusters Score -982876.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -982997.062500 Penalty: 4428.868652
	Iteration 13Q: 3 clusters Score -982997.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -983155.125000 Penalty: 4428.868652
	Iteration 14Q: 3 clusters Score -983155.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -983314.000000 Penalty: 4428.868652
	Iteration 15Q: 3 clusters Score -983314 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -983482.562500 Penalty: 4428.868652
	Iteration 16Q: 3 clusters Score -983482.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -983669.187500 Penalty: 4428.868652
	Iteration 17Q: 3 clusters Score -983669.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -983826.312500 Penalty: 4428.868652
	Iteration 18Q: 3 clusters Score -983826.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -983941.312500 Penalty: 4428.868652
	Iteration 19Q: 3 clusters Score -983941.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -984029.062500 Penalty: 4428.868652
	Iteration 20F: 3 clusters Score -984029.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -984117.437500 Penalty: 4428.868652
	Iteration 21Q: 3 clusters Score -984117.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -984171.000000 Penalty: 4428.868652
	Iteration 22Q: 3 clusters Score -984171 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -984217.437500 Penalty: 4428.868652
	Iteration 23Q: 3 clusters Score -984217.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -984243.625000 Penalty: 4428.868652
	Iteration 24Q: 3 clusters Score -984243.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -984260.937500 Penalty: 4428.868652
	Iteration 25Q: 3 clusters Score -984260.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -984272.625000 Penalty: 4428.868652
	Iteration 26Q: 3 clusters Score -984272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -984282.187500 Penalty: 4428.868652
	Iteration 27Q: 3 clusters Score -984282.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -984290.812500 Penalty: 4428.868652
	Iteration 28Q: 3 clusters Score -984290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -984297.687500 Penalty: 4428.868652
	Iteration 29Q: 3 clusters Score -984297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -984300.750000 Penalty: 4428.868652
	Iteration 30Q: 3 clusters Score -984300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -984303.937500 Penalty: 4428.868652
	Iteration 31Q: 3 clusters Score -984303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -984306.500000 Penalty: 4428.868652
	Iteration 32Q: 3 clusters Score -984306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -984307.500000 Penalty: 4428.868652
	Iteration 33Q: 3 clusters Score -984307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -984308.375000 Penalty: 4428.868652
	Iteration 34Q: 3 clusters Score -984308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -984308.375000 Penalty: 4428.868652
	Iteration 35F: 3 clusters Score -984308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Entering Unmasked Estep 
Score: -6415356.500000 Penalty: 2675.766602
	Iteration 0F: 2 clusters Score -6415356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -6382530.000000 Penalty: 5351.533203
	Iteration 0F: 3 clusters Score -6382530 nChanged 22411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -6394890.500000 Penalty: 5351.533203
	Iteration 1F: 3 clusters Score -6394890 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -6395412.500000 Penalty: 5351.533203
	Iteration 2Q: 3 clusters Score -6395412 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -6395923.000000 Penalty: 5351.533203
	Iteration 3Q: 3 clusters Score -6395923 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -6396466.500000 Penalty: 5351.533203
	Iteration 4Q: 3 clusters Score -6396466 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -6396976.500000 Penalty: 5351.533203
	Iteration 5Q: 3 clusters Score -6396976 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -6397684.000000 Penalty: 5351.533203
	Iteration 6Q: 3 clusters Score -6397684 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -6398421.000000 Penalty: 5351.533203
	Iteration 7Q: 3 clusters Score -6398421 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -6399320.000000 Penalty: 5351.533203
	Iteration 8Q: 3 clusters Score -6399320 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -6400515.500000 Penalty: 5351.533203
	Iteration 9Q: 3 clusters Score -6400516 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6402103.000000 Penalty: 5351.533203
	Iteration 10F: 3 clusters Score -6402103 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -6404148.500000 Penalty: 5351.533203
	Iteration 11F: 3 clusters Score -6404148 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -6406445.000000 Penalty: 5351.533203
	Iteration 12F: 3 clusters Score -6406445 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -6408648.000000 Penalty: 5351.533203
	Iteration 13F: 3 clusters Score -6408648 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6410362.500000 Penalty: 5351.533203
	Iteration 14Q: 3 clusters Score -6410362 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6411526.000000 Penalty: 5351.533203
	Iteration 15Q: 3 clusters Score -6411526 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6412240.000000 Penalty: 5351.533203
	Iteration 16Q: 3 clusters Score -6412240 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6412609.000000 Penalty: 5351.533203
	Iteration 17Q: 3 clusters Score -6412609 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6412775.500000 Penalty: 5351.533203
	Iteration 18Q: 3 clusters Score -6412776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6412871.500000 Penalty: 5351.533203
	Iteration 19Q: 3 clusters Score -6412872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6412924.500000 Penalty: 5351.533203
	Iteration 20F: 3 clusters Score -6412924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6412966.500000 Penalty: 5351.533203
	Iteration 21Q: 3 clusters Score -6412966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6412995.500000 Penalty: 5351.533203
	Iteration 22Q: 3 clusters Score -6412996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6413012.500000 Penalty: 5351.533203
	Iteration 23Q: 3 clusters Score -6413012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6413032.000000 Penalty: 5351.533203
	Iteration 24Q: 3 clusters Score -6413032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6413040.500000 Penalty: 5351.533203
	Iteration 25Q: 3 clusters Score -6413040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6413042.500000 Penalty: 5351.533203
	Iteration 26Q: 3 clusters Score -6413042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6413044.500000 Penalty: 5351.533203
	Iteration 27Q: 3 clusters Score -6413044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6413053.500000 Penalty: 5351.533203
	Iteration 28Q: 3 clusters Score -6413054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6413059.000000 Penalty: 5351.533203
	Iteration 29Q: 3 clusters Score -6413059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6413062.000000 Penalty: 5351.533203
	Iteration 30Q: 3 clusters Score -6413062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6413068.500000 Penalty: 5351.533203
	Iteration 31Q: 3 clusters Score -6413068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6413069.500000 Penalty: 5351.533203
	Iteration 32Q: 3 clusters Score -6413070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6413075.000000 Penalty: 5351.533203
	Iteration 33Q: 3 clusters Score -6413075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6413076.000000 Penalty: 5351.533203
	Iteration 34Q: 3 clusters Score -6413076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6413076.000000 Penalty: 5351.533203
	Iteration 35F: 3 clusters Score -6413076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -163101.671875 Penalty: 1797.452637
	Iteration 0F: 2 clusters Score -163101.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -160975.359375 Penalty: 3594.905273
	Iteration 0F: 3 clusters Score -160975.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -161522.546875 Penalty: 3594.905273
	Iteration 1F: 3 clusters Score -161522.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161744.890625 Penalty: 3594.905273
	Iteration 2F: 3 clusters Score -161744.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -161956.953125 Penalty: 3594.905273
	Iteration 3F: 3 clusters Score -161957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -162245.843750 Penalty: 3594.905273
	Iteration 4F: 3 clusters Score -162245.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -162479.156250 Penalty: 3594.905273
	Iteration 5Q: 3 clusters Score -162479.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -162890.515625 Penalty: 3594.905273
	Iteration 6Q: 3 clusters Score -162890.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -163338.609375 Penalty: 3594.905273
	Iteration 7F: 3 clusters Score -163338.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163608.859375 Penalty: 3594.905273
	Iteration 8F: 3 clusters Score -163608.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -163790.921875 Penalty: 3594.905273
	Iteration 9F: 3 clusters Score -163790.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -163896.703125 Penalty: 3594.905273
	Iteration 10Q: 3 clusters Score -163896.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163967.953125 Penalty: 3594.905273
	Iteration 11Q: 3 clusters Score -163968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164002.234375 Penalty: 3594.905273
	Iteration 12Q: 3 clusters Score -164002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164006.921875 Penalty: 3594.905273
	Iteration 13Q: 3 clusters Score -164006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164008.406250 Penalty: 3594.905273
	Iteration 14Q: 3 clusters Score -164008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164008.406250 Penalty: 3594.905273
	Iteration 15F: 3 clusters Score -164008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 86980 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 19751 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 36758 members 
Mstep: Class 10 contains 9816 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 48503 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 45753 members 
Mstep: Class 18 contains 1194 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 812 members 
Entering Unmasked Estep 
Score: -42905420.000000 Penalty: 66272.132812
Splitting cluster 15 changes total score from -42905772.000000 to -42905420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -480561.781250 Penalty: 2035.300415
	Iteration 0F: 2 clusters Score -480561.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -476935.625000 Penalty: 4070.600830
	Iteration 0F: 3 clusters Score -476935.6 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -477878.531250 Penalty: 4070.600830
	Iteration 1F: 3 clusters Score -477878.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -478152.406250 Penalty: 4070.600830
	Iteration 2F: 3 clusters Score -478152.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -478317.093750 Penalty: 4070.600830
	Iteration 3F: 3 clusters Score -478317.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -478434.906250 Penalty: 4070.600830
	Iteration 4Q: 3 clusters Score -478434.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -478518.218750 Penalty: 4070.600830
	Iteration 5Q: 3 clusters Score -478518.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -478582.312500 Penalty: 4070.600830
	Iteration 6Q: 3 clusters Score -478582.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -478631.312500 Penalty: 4070.600830
	Iteration 7Q: 3 clusters Score -478631.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -478673.156250 Penalty: 4070.600830
	Iteration 8Q: 3 clusters Score -478673.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -478710.093750 Penalty: 4070.600830
	Iteration 9Q: 3 clusters Score -478710.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -478748.062500 Penalty: 4070.600830
	Iteration 10Q: 3 clusters Score -478748.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -478780.875000 Penalty: 4070.600830
	Iteration 11Q: 3 clusters Score -478780.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -478809.406250 Penalty: 4070.600830
	Iteration 12Q: 3 clusters Score -478809.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -478848.156250 Penalty: 4070.600830
	Iteration 13Q: 3 clusters Score -478848.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -478878.750000 Penalty: 4070.600830
	Iteration 14Q: 3 clusters Score -478878.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -478907.531250 Penalty: 4070.600830
	Iteration 15Q: 3 clusters Score -478907.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -478934.218750 Penalty: 4070.600830
	Iteration 16Q: 3 clusters Score -478934.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -478965.250000 Penalty: 4070.600830
	Iteration 17Q: 3 clusters Score -478965.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -479009.718750 Penalty: 4070.600830
	Iteration 18Q: 3 clusters Score -479009.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -479046.281250 Penalty: 4070.600830
	Iteration 19Q: 3 clusters Score -479046.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -479078.218750 Penalty: 4070.600830
	Iteration 20F: 3 clusters Score -479078.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -479105.843750 Penalty: 4070.600830
	Iteration 21Q: 3 clusters Score -479105.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -479134.468750 Penalty: 4070.600830
	Iteration 22Q: 3 clusters Score -479134.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -479159.281250 Penalty: 4070.600830
	Iteration 23Q: 3 clusters Score -479159.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -479184.562500 Penalty: 4070.600830
	Iteration 24Q: 3 clusters Score -479184.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -479205.125000 Penalty: 4070.600830
	Iteration 25Q: 3 clusters Score -479205.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -479218.125000 Penalty: 4070.600830
	Iteration 26Q: 3 clusters Score -479218.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -479236.687500 Penalty: 4070.600830
	Iteration 27Q: 3 clusters Score -479236.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -479251.781250 Penalty: 4070.600830
	Iteration 28Q: 3 clusters Score -479251.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -479270.968750 Penalty: 4070.600830
	Iteration 29Q: 3 clusters Score -479271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -479290.562500 Penalty: 4070.600830
	Iteration 30Q: 3 clusters Score -479290.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -479313.062500 Penalty: 4070.600830
	Iteration 31Q: 3 clusters Score -479313.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -479329.031250 Penalty: 4070.600830
	Iteration 32Q: 3 clusters Score -479329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -479337.906250 Penalty: 4070.600830
	Iteration 33Q: 3 clusters Score -479337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -479348.531250 Penalty: 4070.600830
	Iteration 34Q: 3 clusters Score -479348.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -479370.437500 Penalty: 4070.600830
	Iteration 35Q: 3 clusters Score -479370.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -479382.625000 Penalty: 4070.600830
	Iteration 36Q: 3 clusters Score -479382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -479392.062500 Penalty: 4070.600830
	Iteration 37Q: 3 clusters Score -479392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -479397.343750 Penalty: 4070.600830
	Iteration 38Q: 3 clusters Score -479397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -479402.937500 Penalty: 4070.600830
	Iteration 39Q: 3 clusters Score -479402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -479406.562500 Penalty: 4070.600830
	Iteration 40F: 3 clusters Score -479406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -479413.843750 Penalty: 4070.600830
	Iteration 41Q: 3 clusters Score -479413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -479418.218750 Penalty: 4070.600830
	Iteration 42Q: 3 clusters Score -479418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -479425.406250 Penalty: 4070.600830
	Iteration 43Q: 3 clusters Score -479425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -479437.656250 Penalty: 4070.600830
	Iteration 44Q: 3 clusters Score -479437.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -479452.656250 Penalty: 4070.600830
	Iteration 45Q: 3 clusters Score -479452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -479457.312500 Penalty: 4070.600830
	Iteration 46Q: 3 clusters Score -479457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -479459.312500 Penalty: 4070.600830
	Iteration 47Q: 3 clusters Score -479459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -479461.500000 Penalty: 4070.600830
	Iteration 48Q: 3 clusters Score -479461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -479462.343750 Penalty: 4070.600830
	Iteration 49Q: 3 clusters Score -479462.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -479464.187500 Penalty: 4070.600830
	Iteration 50Q: 3 clusters Score -479464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -479467.343750 Penalty: 4070.600830
	Iteration 51Q: 3 clusters Score -479467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -479468.125000 Penalty: 4070.600830
	Iteration 52Q: 3 clusters Score -479468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -479468.781250 Penalty: 4070.600830
	Iteration 53Q: 3 clusters Score -479468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -479468.781250 Penalty: 4070.600830
	Iteration 54F: 3 clusters Score -479468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Entering Unmasked Estep 
Score: -5943155.000000 Penalty: 2661.291016
	Iteration 0F: 2 clusters Score -5943155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5912454.500000 Penalty: 5322.582031
	Iteration 0F: 3 clusters Score -5912454 nChanged 20787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5923875.500000 Penalty: 5322.582031
	Iteration 1F: 3 clusters Score -5923876 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -5924489.500000 Penalty: 5322.582031
	Iteration 2Q: 3 clusters Score -5924490 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5925114.000000 Penalty: 5322.582031
	Iteration 3Q: 3 clusters Score -5925114 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5925821.000000 Penalty: 5322.582031
	Iteration 4Q: 3 clusters Score -5925821 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -5926689.000000 Penalty: 5322.582031
	Iteration 5Q: 3 clusters Score -5926689 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -5927814.500000 Penalty: 5322.582031
	Iteration 6Q: 3 clusters Score -5927814 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -5929324.500000 Penalty: 5322.582031
	Iteration 7F: 3 clusters Score -5929324 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -5931158.000000 Penalty: 5322.582031
	Iteration 8F: 3 clusters Score -5931158 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -5933120.000000 Penalty: 5322.582031
	Iteration 9F: 3 clusters Score -5933120 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -5935122.500000 Penalty: 5322.582031
	Iteration 10F: 3 clusters Score -5935122 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -5936907.000000 Penalty: 5322.582031
	Iteration 11F: 3 clusters Score -5936907 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5938420.500000 Penalty: 5322.582031
	Iteration 12Q: 3 clusters Score -5938420 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5939483.500000 Penalty: 5322.582031
	Iteration 13Q: 3 clusters Score -5939484 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5940109.500000 Penalty: 5322.582031
	Iteration 14Q: 3 clusters Score -5940110 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5940415.500000 Penalty: 5322.582031
	Iteration 15Q: 3 clusters Score -5940416 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5940589.500000 Penalty: 5322.582031
	Iteration 16Q: 3 clusters Score -5940590 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5940731.000000 Penalty: 5322.582031
	Iteration 17Q: 3 clusters Score -5940731 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5940796.000000 Penalty: 5322.582031
	Iteration 18Q: 3 clusters Score -5940796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5940842.000000 Penalty: 5322.582031
	Iteration 19Q: 3 clusters Score -5940842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5940885.000000 Penalty: 5322.582031
	Iteration 20F: 3 clusters Score -5940885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5940907.000000 Penalty: 5322.582031
	Iteration 21Q: 3 clusters Score -5940907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5940933.000000 Penalty: 5322.582031
	Iteration 22Q: 3 clusters Score -5940933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5940966.500000 Penalty: 5322.582031
	Iteration 23Q: 3 clusters Score -5940966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5940987.500000 Penalty: 5322.582031
	Iteration 24Q: 3 clusters Score -5940988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5940999.000000 Penalty: 5322.582031
	Iteration 25Q: 3 clusters Score -5940999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5941002.000000 Penalty: 5322.582031
	Iteration 26Q: 3 clusters Score -5941002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5941014.000000 Penalty: 5322.582031
	Iteration 27Q: 3 clusters Score -5941014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5941011.000000 Penalty: 5322.582031
	Iteration 28Q: 3 clusters Score -5941011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5941011.000000 Penalty: 5322.582031
	Iteration 29Q: 3 clusters Score -5941011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5941012.500000 Penalty: 5322.582031
	Iteration 30Q: 3 clusters Score -5941012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5941011.500000 Penalty: 5322.582031
	Iteration 31Q: 3 clusters Score -5941012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5941013.000000 Penalty: 5322.582031
	Iteration 32Q: 3 clusters Score -5941013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5941014.500000 Penalty: 5322.582031
	Iteration 33Q: 3 clusters Score -5941014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5941020.000000 Penalty: 5322.582031
	Iteration 34Q: 3 clusters Score -5941020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5941021.500000 Penalty: 5322.582031
	Iteration 35Q: 3 clusters Score -5941022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5941019.500000 Penalty: 5322.582031
	Iteration 36Q: 3 clusters Score -5941020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5941019.000000 Penalty: 5322.582031
	Iteration 37Q: 3 clusters Score -5941019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5941021.500000 Penalty: 5322.582031
	Iteration 38Q: 3 clusters Score -5941022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5941021.500000 Penalty: 5322.582031
	Iteration 39F: 3 clusters Score -5941022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Entering Unmasked Estep 
Score: -591871.187500 Penalty: 2090.287842
	Iteration 0F: 2 clusters Score -591871.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -587627.937500 Penalty: 4180.575684
	Iteration 0F: 3 clusters Score -587627.9 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -588706.250000 Penalty: 4180.575684
	Iteration 1F: 3 clusters Score -588706.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -589086.687500 Penalty: 4180.575684
	Iteration 2F: 3 clusters Score -589086.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -589414.000000 Penalty: 4180.575684
	Iteration 3F: 3 clusters Score -589414 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -589677.687500 Penalty: 4180.575684
	Iteration 4F: 3 clusters Score -589677.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -589971.812500 Penalty: 4180.575684
	Iteration 5F: 3 clusters Score -589971.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -590263.312500 Penalty: 4180.575684
	Iteration 6F: 3 clusters Score -590263.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -590532.437500 Penalty: 4180.575684
	Iteration 7F: 3 clusters Score -590532.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -590720.125000 Penalty: 4180.575684
	Iteration 8Q: 3 clusters Score -590720.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -590829.312500 Penalty: 4180.575684
	Iteration 9Q: 3 clusters Score -590829.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -590882.750000 Penalty: 4180.575684
	Iteration 10Q: 3 clusters Score -590882.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -590922.562500 Penalty: 4180.575684
	Iteration 11Q: 3 clusters Score -590922.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -590953.000000 Penalty: 4180.575684
	Iteration 12Q: 3 clusters Score -590953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -590969.500000 Penalty: 4180.575684
	Iteration 13Q: 3 clusters Score -590969.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -590976.375000 Penalty: 4180.575684
	Iteration 14Q: 3 clusters Score -590976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -590977.250000 Penalty: 4180.575684
	Iteration 15Q: 3 clusters Score -590977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -590980.375000 Penalty: 4180.575684
	Iteration 16Q: 3 clusters Score -590980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -590982.625000 Penalty: 4180.575684
	Iteration 17Q: 3 clusters Score -590982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -590984.500000 Penalty: 4180.575684
	Iteration 18Q: 3 clusters Score -590984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -590985.687500 Penalty: 4180.575684
	Iteration 19Q: 3 clusters Score -590985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -590987.375000 Penalty: 4180.575684
	Iteration 20F: 3 clusters Score -590987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -590988.750000 Penalty: 4180.575684
	Iteration 21Q: 3 clusters Score -590988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -590989.187500 Penalty: 4180.575684
	Iteration 22Q: 3 clusters Score -590989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -590989.312500 Penalty: 4180.575684
	Iteration 23Q: 3 clusters Score -590989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -590992.000000 Penalty: 4180.575684
	Iteration 24Q: 3 clusters Score -590992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -590993.250000 Penalty: 4180.575684
	Iteration 25Q: 3 clusters Score -590993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -590993.250000 Penalty: 4180.575684
	Iteration 26F: 3 clusters Score -590993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Entering Unmasked Estep 
Score: -718204.500000 Penalty: 2150.053711
	Iteration 0F: 2 clusters Score -718204.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -713097.000000 Penalty: 4300.107422
	Iteration 0F: 3 clusters Score -713097 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -714360.437500 Penalty: 4300.107422
	Iteration 1F: 3 clusters Score -714360.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -714598.375000 Penalty: 4300.107422
	Iteration 2F: 3 clusters Score -714598.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -714746.250000 Penalty: 4300.107422
	Iteration 3F: 3 clusters Score -714746.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -714850.000000 Penalty: 4300.107422
	Iteration 4Q: 3 clusters Score -714850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -714938.625000 Penalty: 4300.107422
	Iteration 5Q: 3 clusters Score -714938.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -715017.812500 Penalty: 4300.107422
	Iteration 6Q: 3 clusters Score -715017.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -715115.687500 Penalty: 4300.107422
	Iteration 7Q: 3 clusters Score -715115.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -715202.250000 Penalty: 4300.107422
	Iteration 8Q: 3 clusters Score -715202.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -715288.250000 Penalty: 4300.107422
	Iteration 9Q: 3 clusters Score -715288.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -715374.125000 Penalty: 4300.107422
	Iteration 10Q: 3 clusters Score -715374.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -715489.875000 Penalty: 4300.107422
	Iteration 11Q: 3 clusters Score -715489.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -715632.562500 Penalty: 4300.107422
	Iteration 12Q: 3 clusters Score -715632.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -715782.125000 Penalty: 4300.107422
	Iteration 13Q: 3 clusters Score -715782.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -715929.500000 Penalty: 4300.107422
	Iteration 14Q: 3 clusters Score -715929.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -716061.125000 Penalty: 4300.107422
	Iteration 15Q: 3 clusters Score -716061.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -716200.125000 Penalty: 4300.107422
	Iteration 16Q: 3 clusters Score -716200.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -716307.500000 Penalty: 4300.107422
	Iteration 17Q: 3 clusters Score -716307.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -716391.812500 Penalty: 4300.107422
	Iteration 18Q: 3 clusters Score -716391.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -716466.875000 Penalty: 4300.107422
	Iteration 19Q: 3 clusters Score -716466.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -716521.437500 Penalty: 4300.107422
	Iteration 20F: 3 clusters Score -716521.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -716580.062500 Penalty: 4300.107422
	Iteration 21Q: 3 clusters Score -716580.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -716619.812500 Penalty: 4300.107422
	Iteration 22Q: 3 clusters Score -716619.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -716649.125000 Penalty: 4300.107422
	Iteration 23Q: 3 clusters Score -716649.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -716677.812500 Penalty: 4300.107422
	Iteration 24Q: 3 clusters Score -716677.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -716702.875000 Penalty: 4300.107422
	Iteration 25Q: 3 clusters Score -716702.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -716724.500000 Penalty: 4300.107422
	Iteration 26Q: 3 clusters Score -716724.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -716740.625000 Penalty: 4300.107422
	Iteration 27Q: 3 clusters Score -716740.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -716756.625000 Penalty: 4300.107422
	Iteration 28Q: 3 clusters Score -716756.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -716768.000000 Penalty: 4300.107422
	Iteration 29Q: 3 clusters Score -716768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -716779.187500 Penalty: 4300.107422
	Iteration 30Q: 3 clusters Score -716779.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -716782.562500 Penalty: 4300.107422
	Iteration 31Q: 3 clusters Score -716782.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -716786.750000 Penalty: 4300.107422
	Iteration 32Q: 3 clusters Score -716786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -716787.062500 Penalty: 4300.107422
	Iteration 33Q: 3 clusters Score -716787.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -716788.750000 Penalty: 4300.107422
	Iteration 34Q: 3 clusters Score -716788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -716790.625000 Penalty: 4300.107422
	Iteration 35Q: 3 clusters Score -716790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -716791.812500 Penalty: 4300.107422
	Iteration 36Q: 3 clusters Score -716791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -716792.187500 Penalty: 4300.107422
	Iteration 37Q: 3 clusters Score -716792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -716795.062500 Penalty: 4300.107422
	Iteration 38Q: 3 clusters Score -716795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -716797.250000 Penalty: 4300.107422
	Iteration 39Q: 3 clusters Score -716797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -716796.875000 Penalty: 4300.107422
	Iteration 40F: 3 clusters Score -716796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -716797.562500 Penalty: 4300.107422
	Iteration 41Q: 3 clusters Score -716797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -716797.562500 Penalty: 4300.107422
	Iteration 42F: 3 clusters Score -716797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 86980 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 19751 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 36758 members 
Mstep: Class 10 contains 9816 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 48503 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 45753 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 5823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905936.000000 Penalty: 63116.312500
Iteration 79Q: 21 clusters Score -4.290594e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 24997 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 87302 members 
Mstep: Class 6 contains 12818 members 
Mstep: Class 7 contains 19744 members 
Mstep: Class 8 contains 4766 members 
Mstep: Class 9 contains 36384 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 7550 members 
Mstep: Class 14 contains 48474 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 3675 members 
Mstep: Class 17 contains 45754 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906052.000000 Penalty: 63116.312500
Iteration 80F: 21 clusters Score -4.290605e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 25009 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 10142 members 
Mstep: Class 5 contains 87603 members 
Mstep: Class 6 contains 12824 members 
Mstep: Class 7 contains 19734 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 36019 members 
Mstep: Class 10 contains 9798 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 48437 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 3688 members 
Mstep: Class 17 contains 45754 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906276.000000 Penalty: 63116.312500
Iteration 81Q: 21 clusters Score -4.290628e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 25005 members 
Mstep: Class 3 contains 3570 members 
Mstep: Class 4 contains 10143 members 
Mstep: Class 5 contains 87886 members 
Mstep: Class 6 contains 12827 members 
Mstep: Class 7 contains 19737 members 
Mstep: Class 8 contains 4751 members 
Mstep: Class 9 contains 35682 members 
Mstep: Class 10 contains 9792 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 7547 members 
Mstep: Class 14 contains 48411 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 45761 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 5799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906412.000000 Penalty: 63116.312500
Iteration 82Q: 21 clusters Score -4.290641e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 24998 members 
Mstep: Class 3 contains 3693 members 
Mstep: Class 4 contains 10143 members 
Mstep: Class 5 contains 88175 members 
Mstep: Class 6 contains 12826 members 
Mstep: Class 7 contains 19731 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 35342 members 
Mstep: Class 10 contains 9787 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 7547 members 
Mstep: Class 14 contains 48385 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 45768 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 4488 members 
Mstep: Class 20 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906508.000000 Penalty: 63116.312500
Iteration 83Q: 21 clusters Score -4.290651e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 24985 members 
Mstep: Class 3 contains 3832 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 88478 members 
Mstep: Class 6 contains 12829 members 
Mstep: Class 7 contains 19728 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 34969 members 
Mstep: Class 10 contains 9788 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 7547 members 
Mstep: Class 14 contains 48354 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 45790 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 20 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906652.000000 Penalty: 63116.312500
Iteration 84Q: 21 clusters Score -4.290665e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 24968 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 88771 members 
Mstep: Class 6 contains 12832 members 
Mstep: Class 7 contains 19725 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 34622 members 
Mstep: Class 10 contains 9783 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 7543 members 
Mstep: Class 14 contains 48323 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 3765 members 
Mstep: Class 17 contains 45792 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 4378 members 
Mstep: Class 20 contains 5768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906688.000000 Penalty: 63116.312500
Iteration 85Q: 21 clusters Score -4.290669e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 24934 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 89050 members 
Mstep: Class 6 contains 12831 members 
Mstep: Class 7 contains 19725 members 
Mstep: Class 8 contains 4710 members 
Mstep: Class 9 contains 34269 members 
Mstep: Class 10 contains 9781 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 13 contains 7543 members 
Mstep: Class 14 contains 48289 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 3791 members 
Mstep: Class 17 contains 45795 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 4342 members 
Mstep: Class 20 contains 5767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906904.000000 Penalty: 63116.312500
Iteration 86Q: 21 clusters Score -4.29069e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 24913 members 
Mstep: Class 3 contains 4342 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 89307 members 
Mstep: Class 6 contains 12835 members 
Mstep: Class 7 contains 19719 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 33935 members 
Mstep: Class 10 contains 9774 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1442 members 
Mstep: Class 13 contains 7539 members 
Mstep: Class 14 contains 48270 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 45780 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4323 members 
Mstep: Class 20 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906980.000000 Penalty: 63116.312500
Iteration 87Q: 21 clusters Score -4.290698e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 24899 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 89536 members 
Mstep: Class 6 contains 12836 members 
Mstep: Class 7 contains 19722 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 33633 members 
Mstep: Class 10 contains 9772 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 7535 members 
Mstep: Class 14 contains 48248 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3817 members 
Mstep: Class 17 contains 45765 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 5739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906992.000000 Penalty: 63116.312500
Iteration 88Q: 21 clusters Score -4.290699e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 24877 members 
Mstep: Class 3 contains 4679 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 89725 members 
Mstep: Class 6 contains 12835 members 
Mstep: Class 7 contains 19713 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 33368 members 
Mstep: Class 10 contains 9776 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 7531 members 
Mstep: Class 14 contains 48216 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 45734 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907088.000000 Penalty: 63116.312500
Iteration 89Q: 21 clusters Score -4.290709e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 24861 members 
Mstep: Class 3 contains 4825 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 89931 members 
Mstep: Class 6 contains 12838 members 
Mstep: Class 7 contains 19705 members 
Mstep: Class 8 contains 4650 members 
Mstep: Class 9 contains 33091 members 
Mstep: Class 10 contains 9775 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 7525 members 
Mstep: Class 14 contains 48174 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 45727 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 5714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907040.000000 Penalty: 63116.312500
Iteration 90Q: 21 clusters Score -4.290704e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 24858 members 
Mstep: Class 3 contains 4972 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 90122 members 
Mstep: Class 6 contains 12835 members 
Mstep: Class 7 contains 19696 members 
Mstep: Class 8 contains 4640 members 
Mstep: Class 9 contains 32826 members 
Mstep: Class 10 contains 9773 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 13 contains 7519 members 
Mstep: Class 14 contains 48147 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 45713 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 5703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42907108.000000 Penalty: 63116.312500
Iteration 91Q: 21 clusters Score -4.290711e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 24846 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 90313 members 
Mstep: Class 6 contains 12837 members 
Mstep: Class 7 contains 19691 members 
Mstep: Class 8 contains 4629 members 
Mstep: Class 9 contains 32583 members 
Mstep: Class 10 contains 9767 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1429 members 
Mstep: Class 13 contains 7513 members 
Mstep: Class 14 contains 48101 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 45714 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 21 clusters Score -4.290723e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 24830 members 
Mstep: Class 3 contains 5201 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 90515 members 
Mstep: Class 6 contains 12844 members 
Mstep: Class 7 contains 19683 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 32343 members 
Mstep: Class 10 contains 9766 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1425 members 
Mstep: Class 13 contains 7508 members 
Mstep: Class 14 contains 48054 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 45703 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 5674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 21 clusters Score -4.290727e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 24821 members 
Mstep: Class 3 contains 5295 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 90700 members 
Mstep: Class 6 contains 12847 members 
Mstep: Class 7 contains 19680 members 
Mstep: Class 8 contains 4608 members 
Mstep: Class 9 contains 32134 members 
Mstep: Class 10 contains 9764 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1424 members 
Mstep: Class 13 contains 7504 members 
Mstep: Class 14 contains 48021 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 45686 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4336 members 
Mstep: Class 20 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 21 clusters Score -4.290732e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 24822 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 90890 members 
Mstep: Class 6 contains 12850 members 
Mstep: Class 7 contains 19677 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 31909 members 
Mstep: Class 10 contains 9764 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 47986 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3943 members 
Mstep: Class 17 contains 45672 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 21 clusters Score -4.290733e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 24823 members 
Mstep: Class 3 contains 5463 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 91100 members 
Mstep: Class 6 contains 12853 members 
Mstep: Class 7 contains 19677 members 
Mstep: Class 8 contains 4596 members 
Mstep: Class 9 contains 31664 members 
Mstep: Class 10 contains 9767 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 7498 members 
Mstep: Class 14 contains 47950 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3957 members 
Mstep: Class 17 contains 45664 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 5631 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 21 clusters Score -4.290752e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 24814 members 
Mstep: Class 3 contains 5539 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 91306 members 
Mstep: Class 6 contains 12854 members 
Mstep: Class 7 contains 19678 members 
Mstep: Class 8 contains 4591 members 
Mstep: Class 9 contains 31430 members 
Mstep: Class 10 contains 9770 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 13 contains 7493 members 
Mstep: Class 14 contains 47916 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 3988 members 
Mstep: Class 17 contains 45653 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 5618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 21 clusters Score -4.290761e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 24814 members 
Mstep: Class 3 contains 5603 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 91536 members 
Mstep: Class 6 contains 12859 members 
Mstep: Class 7 contains 19676 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 31206 members 
Mstep: Class 10 contains 9767 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1393 members 
Mstep: Class 13 contains 7489 members 
Mstep: Class 14 contains 47873 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4011 members 
Mstep: Class 17 contains 45638 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 5599 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 21 clusters Score -4.290765e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 24816 members 
Mstep: Class 3 contains 5660 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 91743 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 19673 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 30986 members 
Mstep: Class 10 contains 9766 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 7489 members 
Mstep: Class 14 contains 47818 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 45629 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 21 clusters Score -4.290763e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 24812 members 
Mstep: Class 3 contains 5716 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 91949 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 19672 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 30777 members 
Mstep: Class 10 contains 9764 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1386 members 
Mstep: Class 13 contains 7487 members 
Mstep: Class 14 contains 47775 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4082 members 
Mstep: Class 17 contains 45626 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 21 clusters Score -4.29077e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 24801 members 
Mstep: Class 3 contains 5808 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 92147 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19666 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 30536 members 
Mstep: Class 10 contains 9761 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 13 contains 7484 members 
Mstep: Class 14 contains 47738 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4110 members 
Mstep: Class 17 contains 45626 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 21 clusters Score -4.290779e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 24794 members 
Mstep: Class 3 contains 5915 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 92372 members 
Mstep: Class 6 contains 12869 members 
Mstep: Class 7 contains 19665 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 30281 members 
Mstep: Class 10 contains 9753 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1381 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 47687 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4121 members 
Mstep: Class 17 contains 45613 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 21 clusters Score -4.290781e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 24793 members 
Mstep: Class 3 contains 6036 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 92575 members 
Mstep: Class 6 contains 12872 members 
Mstep: Class 7 contains 19663 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 30020 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 7481 members 
Mstep: Class 14 contains 47654 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 45600 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 21 clusters Score -4.290795e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 24779 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 92770 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 19660 members 
Mstep: Class 8 contains 4530 members 
Mstep: Class 9 contains 29768 members 
Mstep: Class 10 contains 9742 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1379 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 47628 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4164 members 
Mstep: Class 17 contains 45592 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 5514 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 21 clusters Score -4.2908e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 24772 members 
Mstep: Class 3 contains 6255 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 92971 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19663 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 29522 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 47589 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 45579 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4336 members 
Mstep: Class 20 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 21 clusters Score -4.290813e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 24770 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 93126 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 19663 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 29324 members 
Mstep: Class 10 contains 9740 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 47547 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 45553 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4336 members 
Mstep: Class 20 contains 5488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 21 clusters Score -4.290819e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 24765 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 93299 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 19660 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 29128 members 
Mstep: Class 10 contains 9738 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 13 contains 7481 members 
Mstep: Class 14 contains 47504 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4232 members 
Mstep: Class 17 contains 45531 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4341 members 
Mstep: Class 20 contains 5473 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 21 clusters Score -4.29083e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 24756 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 93471 members 
Mstep: Class 6 contains 12883 members 
Mstep: Class 7 contains 19657 members 
Mstep: Class 8 contains 4504 members 
Mstep: Class 9 contains 28942 members 
Mstep: Class 10 contains 9734 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 13 contains 7477 members 
Mstep: Class 14 contains 47450 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 45510 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 21 clusters Score -4.290825e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 24757 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 93643 members 
Mstep: Class 6 contains 12885 members 
Mstep: Class 7 contains 19656 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 28742 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 13 contains 7477 members 
Mstep: Class 14 contains 47397 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 45496 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 21 clusters Score -4.290838e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 24760 members 
Mstep: Class 3 contains 6687 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 93798 members 
Mstep: Class 6 contains 12885 members 
Mstep: Class 7 contains 19656 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 28540 members 
Mstep: Class 10 contains 9734 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1373 members 
Mstep: Class 13 contains 7476 members 
Mstep: Class 14 contains 47356 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4327 members 
Mstep: Class 17 contains 45482 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 4366 members 
Mstep: Class 20 contains 5420 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 21 clusters Score -4.290828e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 24765 members 
Mstep: Class 3 contains 6768 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 93950 members 
Mstep: Class 6 contains 12883 members 
Mstep: Class 7 contains 19659 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 28352 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1370 members 
Mstep: Class 13 contains 7474 members 
Mstep: Class 14 contains 47311 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4366 members 
Mstep: Class 17 contains 45466 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4371 members 
Mstep: Class 20 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 21 clusters Score -4.290841e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 24774 members 
Mstep: Class 3 contains 6840 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 94112 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 19653 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 9 contains 28165 members 
Mstep: Class 10 contains 9727 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1369 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 47269 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 45443 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 5370 members 
Entering Unmasked Estep 
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Iteration 112Q: 21 clusters Score -4.290843e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 94254 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19644 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 27986 members 
Mstep: Class 10 contains 9720 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 7474 members 
Mstep: Class 14 contains 47228 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 45422 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4383 members 
Mstep: Class 20 contains 5356 members 
Entering Unmasked Estep 
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Iteration 113Q: 21 clusters Score -4.290852e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 24781 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 94374 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 19639 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 27857 members 
Mstep: Class 10 contains 9721 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 47179 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4451 members 
Mstep: Class 17 contains 45408 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 5338 members 
Entering Unmasked Estep 
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Iteration 114Q: 21 clusters Score -4.290846e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 24775 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 94488 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 4460 members 
Mstep: Class 9 contains 27730 members 
Mstep: Class 10 contains 9717 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 7474 members 
Mstep: Class 14 contains 47135 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4475 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 5320 members 
Entering Unmasked Estep 
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Iteration 115Q: 21 clusters Score -4.290851e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 24775 members 
Mstep: Class 3 contains 7149 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 94586 members 
Mstep: Class 6 contains 12869 members 
Mstep: Class 7 contains 19637 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 27626 members 
Mstep: Class 10 contains 9714 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 7474 members 
Mstep: Class 14 contains 47097 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 45376 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 5301 members 
Entering Unmasked Estep 
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Iteration 116Q: 21 clusters Score -4.290861e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 24779 members 
Mstep: Class 3 contains 7204 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 94668 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19636 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 27537 members 
Mstep: Class 10 contains 9709 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 47061 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4519 members 
Mstep: Class 17 contains 45364 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 5279 members 
Entering Unmasked Estep 
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Iteration 117Q: 21 clusters Score -4.290863e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 24779 members 
Mstep: Class 3 contains 7262 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 94772 members 
Mstep: Class 6 contains 12861 members 
Mstep: Class 7 contains 19632 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 27446 members 
Mstep: Class 10 contains 9709 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 47026 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 45345 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 5258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908628.000000 Penalty: 63116.312500
Iteration 118Q: 21 clusters Score -4.290863e+07 nChanged 291
Entering ConstructFrom: 
Score: -42908628.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -828911.062500 Penalty: 2181.866943
	Iteration 0F: 2 clusters Score -828911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -823345.062500 Penalty: 4363.733887
	Iteration 0F: 3 clusters Score -823345.1 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -824780.625000 Penalty: 4363.733887
	Iteration 1F: 3 clusters Score -824780.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -825049.750000 Penalty: 4363.733887
	Iteration 2F: 3 clusters Score -825049.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -825221.437500 Penalty: 4363.733887
	Iteration 3F: 3 clusters Score -825221.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -825366.312500 Penalty: 4363.733887
	Iteration 4Q: 3 clusters Score -825366.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -825494.187500 Penalty: 4363.733887
	Iteration 5Q: 3 clusters Score -825494.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -825614.750000 Penalty: 4363.733887
	Iteration 6Q: 3 clusters Score -825614.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -825746.250000 Penalty: 4363.733887
	Iteration 7Q: 3 clusters Score -825746.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -825868.687500 Penalty: 4363.733887
	Iteration 8Q: 3 clusters Score -825868.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -825987.250000 Penalty: 4363.733887
	Iteration 9Q: 3 clusters Score -825987.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -826082.250000 Penalty: 4363.733887
	Iteration 10Q: 3 clusters Score -826082.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -826182.000000 Penalty: 4363.733887
	Iteration 11Q: 3 clusters Score -826182 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -826259.250000 Penalty: 4363.733887
	Iteration 12Q: 3 clusters Score -826259.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -826330.437500 Penalty: 4363.733887
	Iteration 13Q: 3 clusters Score -826330.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -826393.312500 Penalty: 4363.733887
	Iteration 14Q: 3 clusters Score -826393.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -826460.250000 Penalty: 4363.733887
	Iteration 15Q: 3 clusters Score -826460.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -826519.437500 Penalty: 4363.733887
	Iteration 16Q: 3 clusters Score -826519.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -826573.062500 Penalty: 4363.733887
	Iteration 17Q: 3 clusters Score -826573.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -826624.250000 Penalty: 4363.733887
	Iteration 18Q: 3 clusters Score -826624.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -826663.312500 Penalty: 4363.733887
	Iteration 19Q: 3 clusters Score -826663.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -826704.687500 Penalty: 4363.733887
	Iteration 20F: 3 clusters Score -826704.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -826751.125000 Penalty: 4363.733887
	Iteration 21Q: 3 clusters Score -826751.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -826789.375000 Penalty: 4363.733887
	Iteration 22Q: 3 clusters Score -826789.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -826820.687500 Penalty: 4363.733887
	Iteration 23Q: 3 clusters Score -826820.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -826852.250000 Penalty: 4363.733887
	Iteration 24Q: 3 clusters Score -826852.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -826877.312500 Penalty: 4363.733887
	Iteration 25Q: 3 clusters Score -826877.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -826907.937500 Penalty: 4363.733887
	Iteration 26Q: 3 clusters Score -826907.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -826946.312500 Penalty: 4363.733887
	Iteration 27Q: 3 clusters Score -826946.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -826978.562500 Penalty: 4363.733887
	Iteration 28Q: 3 clusters Score -826978.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -827012.937500 Penalty: 4363.733887
	Iteration 29Q: 3 clusters Score -827012.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -827038.687500 Penalty: 4363.733887
	Iteration 30Q: 3 clusters Score -827038.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -827056.375000 Penalty: 4363.733887
	Iteration 31Q: 3 clusters Score -827056.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -827077.500000 Penalty: 4363.733887
	Iteration 32Q: 3 clusters Score -827077.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -827107.750000 Penalty: 4363.733887
	Iteration 33Q: 3 clusters Score -827107.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -827140.625000 Penalty: 4363.733887
	Iteration 34Q: 3 clusters Score -827140.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -827166.437500 Penalty: 4363.733887
	Iteration 35Q: 3 clusters Score -827166.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -827193.312500 Penalty: 4363.733887
	Iteration 36Q: 3 clusters Score -827193.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -827226.500000 Penalty: 4363.733887
	Iteration 37Q: 3 clusters Score -827226.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -827253.062500 Penalty: 4363.733887
	Iteration 38Q: 3 clusters Score -827253.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -827267.375000 Penalty: 4363.733887
	Iteration 39Q: 3 clusters Score -827267.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -827274.562500 Penalty: 4363.733887
	Iteration 40F: 3 clusters Score -827274.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -827285.437500 Penalty: 4363.733887
	Iteration 41Q: 3 clusters Score -827285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -827291.750000 Penalty: 4363.733887
	Iteration 42Q: 3 clusters Score -827291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -827295.062500 Penalty: 4363.733887
	Iteration 43Q: 3 clusters Score -827295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -827299.000000 Penalty: 4363.733887
	Iteration 44Q: 3 clusters Score -827299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -827300.750000 Penalty: 4363.733887
	Iteration 45Q: 3 clusters Score -827300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -827305.000000 Penalty: 4363.733887
	Iteration 46Q: 3 clusters Score -827305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -827308.312500 Penalty: 4363.733887
	Iteration 47Q: 3 clusters Score -827308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -827311.187500 Penalty: 4363.733887
	Iteration 48Q: 3 clusters Score -827311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -827312.500000 Penalty: 4363.733887
	Iteration 49Q: 3 clusters Score -827312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -827315.187500 Penalty: 4363.733887
	Iteration 50Q: 3 clusters Score -827315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -827317.500000 Penalty: 4363.733887
	Iteration 51Q: 3 clusters Score -827317.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -827321.937500 Penalty: 4363.733887
	Iteration 52Q: 3 clusters Score -827321.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -827324.125000 Penalty: 4363.733887
	Iteration 53Q: 3 clusters Score -827324.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -827328.875000 Penalty: 4363.733887
	Iteration 54Q: 3 clusters Score -827328.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -827332.750000 Penalty: 4363.733887
	Iteration 55Q: 3 clusters Score -827332.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -827337.937500 Penalty: 4363.733887
	Iteration 56Q: 3 clusters Score -827337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -827344.812500 Penalty: 4363.733887
	Iteration 57Q: 3 clusters Score -827344.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -827355.000000 Penalty: 4363.733887
	Iteration 58Q: 3 clusters Score -827355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -827368.500000 Penalty: 4363.733887
	Iteration 59Q: 3 clusters Score -827368.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -827378.187500 Penalty: 4363.733887
	Iteration 60F: 3 clusters Score -827378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -827380.375000 Penalty: 4363.733887
	Iteration 61Q: 3 clusters Score -827380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -827383.375000 Penalty: 4363.733887
	Iteration 62Q: 3 clusters Score -827383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -827383.687500 Penalty: 4363.733887
	Iteration 63Q: 3 clusters Score -827383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -827383.750000 Penalty: 4363.733887
	Iteration 64Q: 3 clusters Score -827383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -827386.312500 Penalty: 4363.733887
	Iteration 65Q: 3 clusters Score -827386.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -827389.125000 Penalty: 4363.733887
	Iteration 66Q: 3 clusters Score -827389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -827390.437500 Penalty: 4363.733887
	Iteration 67Q: 3 clusters Score -827390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -827392.250000 Penalty: 4363.733887
	Iteration 68Q: 3 clusters Score -827392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -827393.562500 Penalty: 4363.733887
	Iteration 69Q: 3 clusters Score -827393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -827397.187500 Penalty: 4363.733887
	Iteration 70Q: 3 clusters Score -827397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -827401.062500 Penalty: 4363.733887
	Iteration 71Q: 3 clusters Score -827401.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -827405.875000 Penalty: 4363.733887
	Iteration 72Q: 3 clusters Score -827405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -827410.562500 Penalty: 4363.733887
	Iteration 73Q: 3 clusters Score -827410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -827412.312500 Penalty: 4363.733887
	Iteration 74Q: 3 clusters Score -827412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -827414.000000 Penalty: 4363.733887
	Iteration 75Q: 3 clusters Score -827414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -827416.062500 Penalty: 4363.733887
	Iteration 76Q: 3 clusters Score -827416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -827417.187500 Penalty: 4363.733887
	Iteration 77Q: 3 clusters Score -827417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -827418.000000 Penalty: 4363.733887
	Iteration 78Q: 3 clusters Score -827418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -827419.187500 Penalty: 4363.733887
	Iteration 79Q: 3 clusters Score -827419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -827419.187500 Penalty: 4363.733887
	Iteration 80F: 3 clusters Score -827419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Entering Unmasked Estep 
Score: -3229691.750000 Penalty: 2509.192383
	Iteration 0F: 2 clusters Score -3229692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3212427.500000 Penalty: 5018.384766
	Iteration 0F: 3 clusters Score -3212428 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3218346.500000 Penalty: 5018.384766
	Iteration 1F: 3 clusters Score -3218346 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3219010.000000 Penalty: 5018.384766
	Iteration 2F: 3 clusters Score -3219010 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3219829.250000 Penalty: 5018.384766
	Iteration 3F: 3 clusters Score -3219829 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3220969.000000 Penalty: 5018.384766
	Iteration 4F: 3 clusters Score -3220969 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3222499.250000 Penalty: 5018.384766
	Iteration 5F: 3 clusters Score -3222499 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3224065.750000 Penalty: 5018.384766
	Iteration 6F: 3 clusters Score -3224066 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3225530.500000 Penalty: 5018.384766
	Iteration 7F: 3 clusters Score -3225530 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3226684.500000 Penalty: 5018.384766
	Iteration 8F: 3 clusters Score -3226684 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3227281.000000 Penalty: 5018.384766
	Iteration 9Q: 3 clusters Score -3227281 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3227610.250000 Penalty: 5018.384766
	Iteration 10Q: 3 clusters Score -3227610 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3227841.000000 Penalty: 5018.384766
	Iteration 11Q: 3 clusters Score -3227841 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3228005.500000 Penalty: 5018.384766
	Iteration 12Q: 3 clusters Score -3228006 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3228187.500000 Penalty: 5018.384766
	Iteration 13Q: 3 clusters Score -3228188 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3228356.000000 Penalty: 5018.384766
	Iteration 14Q: 3 clusters Score -3228356 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3228509.250000 Penalty: 5018.384766
	Iteration 15Q: 3 clusters Score -3228509 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3228652.000000 Penalty: 5018.384766
	Iteration 16Q: 3 clusters Score -3228652 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3228784.500000 Penalty: 5018.384766
	Iteration 17Q: 3 clusters Score -3228784 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3228894.750000 Penalty: 5018.384766
	Iteration 18Q: 3 clusters Score -3228895 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3228999.250000 Penalty: 5018.384766
	Iteration 19Q: 3 clusters Score -3228999 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3229081.500000 Penalty: 5018.384766
	Iteration 20F: 3 clusters Score -3229082 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3229108.750000 Penalty: 5018.384766
	Iteration 21Q: 3 clusters Score -3229109 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3229132.000000 Penalty: 5018.384766
	Iteration 22Q: 3 clusters Score -3229132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3229180.500000 Penalty: 5018.384766
	Iteration 23Q: 3 clusters Score -3229180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3229198.750000 Penalty: 5018.384766
	Iteration 24Q: 3 clusters Score -3229199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3229217.250000 Penalty: 5018.384766
	Iteration 25Q: 3 clusters Score -3229217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3229224.000000 Penalty: 5018.384766
	Iteration 26Q: 3 clusters Score -3229224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3229237.500000 Penalty: 5018.384766
	Iteration 27Q: 3 clusters Score -3229238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3229237.000000 Penalty: 5018.384766
	Iteration 28Q: 3 clusters Score -3229237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3229242.500000 Penalty: 5018.384766
	Iteration 29Q: 3 clusters Score -3229242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3229245.500000 Penalty: 5018.384766
	Iteration 30Q: 3 clusters Score -3229246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3229242.500000 Penalty: 5018.384766
	Iteration 31Q: 3 clusters Score -3229242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3229243.750000 Penalty: 5018.384766
	Iteration 32Q: 3 clusters Score -3229244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3229245.750000 Penalty: 5018.384766
	Iteration 33Q: 3 clusters Score -3229246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3229243.500000 Penalty: 5018.384766
	Iteration 34Q: 3 clusters Score -3229244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3229246.750000 Penalty: 5018.384766
	Iteration 35Q: 3 clusters Score -3229247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3229246.750000 Penalty: 5018.384766
	Iteration 36F: 3 clusters Score -3229247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Entering Unmasked Estep 
Score: -960982.562500 Penalty: 2206.693115
	Iteration 0F: 2 clusters Score -960982.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -955008.062500 Penalty: 4413.386230
	Iteration 0F: 3 clusters Score -955008.1 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -956483.000000 Penalty: 4413.386230
	Iteration 1F: 3 clusters Score -956483 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -956689.375000 Penalty: 4413.386230
	Iteration 2F: 3 clusters Score -956689.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -956831.937500 Penalty: 4413.386230
	Iteration 3Q: 3 clusters Score -956831.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -956940.250000 Penalty: 4413.386230
	Iteration 4Q: 3 clusters Score -956940.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -957035.937500 Penalty: 4413.386230
	Iteration 5Q: 3 clusters Score -957035.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -957110.125000 Penalty: 4413.386230
	Iteration 6Q: 3 clusters Score -957110.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -957181.812500 Penalty: 4413.386230
	Iteration 7Q: 3 clusters Score -957181.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -957243.187500 Penalty: 4413.386230
	Iteration 8Q: 3 clusters Score -957243.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -957302.812500 Penalty: 4413.386230
	Iteration 9Q: 3 clusters Score -957302.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -957357.312500 Penalty: 4413.386230
	Iteration 10Q: 3 clusters Score -957357.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -957415.625000 Penalty: 4413.386230
	Iteration 11Q: 3 clusters Score -957415.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -957479.562500 Penalty: 4413.386230
	Iteration 12Q: 3 clusters Score -957479.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -957556.187500 Penalty: 4413.386230
	Iteration 13Q: 3 clusters Score -957556.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -957644.250000 Penalty: 4413.386230
	Iteration 14Q: 3 clusters Score -957644.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -957740.250000 Penalty: 4413.386230
	Iteration 15Q: 3 clusters Score -957740.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -957850.562500 Penalty: 4413.386230
	Iteration 16Q: 3 clusters Score -957850.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -957972.562500 Penalty: 4413.386230
	Iteration 17Q: 3 clusters Score -957972.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -958095.062500 Penalty: 4413.386230
	Iteration 18Q: 3 clusters Score -958095.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -958235.875000 Penalty: 4413.386230
	Iteration 19Q: 3 clusters Score -958235.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -958369.000000 Penalty: 4413.386230
	Iteration 20F: 3 clusters Score -958369 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -958483.187500 Penalty: 4413.386230
	Iteration 21Q: 3 clusters Score -958483.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -958601.062500 Penalty: 4413.386230
	Iteration 22Q: 3 clusters Score -958601.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -958706.250000 Penalty: 4413.386230
	Iteration 23Q: 3 clusters Score -958706.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -958784.187500 Penalty: 4413.386230
	Iteration 24Q: 3 clusters Score -958784.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -958853.562500 Penalty: 4413.386230
	Iteration 25Q: 3 clusters Score -958853.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -958917.250000 Penalty: 4413.386230
	Iteration 26Q: 3 clusters Score -958917.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -958956.750000 Penalty: 4413.386230
	Iteration 27Q: 3 clusters Score -958956.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -958985.562500 Penalty: 4413.386230
	Iteration 28Q: 3 clusters Score -958985.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -959006.125000 Penalty: 4413.386230
	Iteration 29Q: 3 clusters Score -959006.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -959026.875000 Penalty: 4413.386230
	Iteration 30Q: 3 clusters Score -959026.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -959041.500000 Penalty: 4413.386230
	Iteration 31Q: 3 clusters Score -959041.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -959045.875000 Penalty: 4413.386230
	Iteration 32Q: 3 clusters Score -959045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -959045.375000 Penalty: 4413.386230
	Iteration 33Q: 3 clusters Score -959045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -959047.000000 Penalty: 4413.386230
	Iteration 34Q: 3 clusters Score -959047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -959048.125000 Penalty: 4413.386230
	Iteration 35Q: 3 clusters Score -959048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -959048.562500 Penalty: 4413.386230
	Iteration 36Q: 3 clusters Score -959048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -959050.625000 Penalty: 4413.386230
	Iteration 37Q: 3 clusters Score -959050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -959054.250000 Penalty: 4413.386230
	Iteration 38Q: 3 clusters Score -959054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -959053.625000 Penalty: 4413.386230
	Iteration 39Q: 3 clusters Score -959053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -959057.625000 Penalty: 4413.386230
	Iteration 40F: 3 clusters Score -959057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -959059.375000 Penalty: 4413.386230
	Iteration 41Q: 3 clusters Score -959059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -959059.437500 Penalty: 4413.386230
	Iteration 42Q: 3 clusters Score -959059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -959060.312500 Penalty: 4413.386230
	Iteration 43Q: 3 clusters Score -959060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -959062.125000 Penalty: 4413.386230
	Iteration 44Q: 3 clusters Score -959062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -959063.312500 Penalty: 4413.386230
	Iteration 45Q: 3 clusters Score -959063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -959063.312500 Penalty: 4413.386230
	Iteration 46F: 3 clusters Score -959063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Entering Unmasked Estep 
Score: -1316969.750000 Penalty: 2287.392090
	Iteration 0F: 2 clusters Score -1316970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1309274.875000 Penalty: 4574.784180
	Iteration 0F: 3 clusters Score -1309275 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1311390.125000 Penalty: 4574.784180
	Iteration 1F: 3 clusters Score -1311390 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1311677.000000 Penalty: 4574.784180
	Iteration 2F: 3 clusters Score -1311677 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1311877.500000 Penalty: 4574.784180
	Iteration 3Q: 3 clusters Score -1311878 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1312039.875000 Penalty: 4574.784180
	Iteration 4Q: 3 clusters Score -1312040 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1312177.250000 Penalty: 4574.784180
	Iteration 5Q: 3 clusters Score -1312177 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1312321.375000 Penalty: 4574.784180
	Iteration 6Q: 3 clusters Score -1312321 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1312500.500000 Penalty: 4574.784180
	Iteration 7Q: 3 clusters Score -1312500 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1312718.625000 Penalty: 4574.784180
	Iteration 8Q: 3 clusters Score -1312719 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1312997.750000 Penalty: 4574.784180
	Iteration 9Q: 3 clusters Score -1312998 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1313335.125000 Penalty: 4574.784180
	Iteration 10Q: 3 clusters Score -1313335 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1313729.750000 Penalty: 4574.784180
	Iteration 11F: 3 clusters Score -1313730 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1314093.500000 Penalty: 4574.784180
	Iteration 12Q: 3 clusters Score -1314094 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1314411.375000 Penalty: 4574.784180
	Iteration 13Q: 3 clusters Score -1314411 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1314660.500000 Penalty: 4574.784180
	Iteration 14Q: 3 clusters Score -1314660 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1314825.750000 Penalty: 4574.784180
	Iteration 15Q: 3 clusters Score -1314826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1314961.750000 Penalty: 4574.784180
	Iteration 16Q: 3 clusters Score -1314962 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1315063.625000 Penalty: 4574.784180
	Iteration 17Q: 3 clusters Score -1315064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1315131.375000 Penalty: 4574.784180
	Iteration 18Q: 3 clusters Score -1315131 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1315190.000000 Penalty: 4574.784180
	Iteration 19Q: 3 clusters Score -1315190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1315235.375000 Penalty: 4574.784180
	Iteration 20F: 3 clusters Score -1315235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1315264.500000 Penalty: 4574.784180
	Iteration 21Q: 3 clusters Score -1315264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1315278.375000 Penalty: 4574.784180
	Iteration 22Q: 3 clusters Score -1315278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1315288.625000 Penalty: 4574.784180
	Iteration 23Q: 3 clusters Score -1315289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1315297.250000 Penalty: 4574.784180
	Iteration 24Q: 3 clusters Score -1315297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1315298.875000 Penalty: 4574.784180
	Iteration 25Q: 3 clusters Score -1315299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1315303.125000 Penalty: 4574.784180
	Iteration 26Q: 3 clusters Score -1315303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1315310.375000 Penalty: 4574.784180
	Iteration 27Q: 3 clusters Score -1315310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1315313.750000 Penalty: 4574.784180
	Iteration 28Q: 3 clusters Score -1315314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1315316.125000 Penalty: 4574.784180
	Iteration 29Q: 3 clusters Score -1315316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1315319.625000 Penalty: 4574.784180
	Iteration 30Q: 3 clusters Score -1315320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1315319.625000 Penalty: 4574.784180
	Iteration 31F: 3 clusters Score -1315320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Entering Unmasked Estep 
Score: -12495694.000000 Penalty: 2842.173828
	Iteration 0F: 2 clusters Score -1.249569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -12432381.000000 Penalty: 5684.347656
	Iteration 0F: 3 clusters Score -1.243238e+07 nChanged 44760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -12457882.000000 Penalty: 5684.347656
	Iteration 1F: 3 clusters Score -1.245788e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -12458615.000000 Penalty: 5684.347656
	Iteration 2Q: 3 clusters Score -1.245862e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -12459553.000000 Penalty: 5684.347656
	Iteration 3Q: 3 clusters Score -1.245955e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -12461075.000000 Penalty: 5684.347656
	Iteration 4Q: 3 clusters Score -1.246108e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -12463431.000000 Penalty: 5684.347656
	Iteration 5Q: 3 clusters Score -1.246343e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -12467276.000000 Penalty: 5684.347656
	Iteration 6F: 3 clusters Score -1.246728e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -12473530.000000 Penalty: 5684.347656
	Iteration 7F: 3 clusters Score -1.247353e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -12481164.000000 Penalty: 5684.347656
	Iteration 8F: 3 clusters Score -1.248116e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -12487748.000000 Penalty: 5684.347656
	Iteration 9F: 3 clusters Score -1.248775e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -12491214.000000 Penalty: 5684.347656
	Iteration 10Q: 3 clusters Score -1.249121e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12492401.000000 Penalty: 5684.347656
	Iteration 11Q: 3 clusters Score -1.24924e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94377 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12492905.000000 Penalty: 5684.347656
	Iteration 12Q: 3 clusters Score -1.24929e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12493096.000000 Penalty: 5684.347656
	Iteration 13Q: 3 clusters Score -1.24931e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94555 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12493166.000000 Penalty: 5684.347656
	Iteration 14Q: 3 clusters Score -1.249317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12493203.000000 Penalty: 5684.347656
	Iteration 15Q: 3 clusters Score -1.24932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12493227.000000 Penalty: 5684.347656
	Iteration 16Q: 3 clusters Score -1.249323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94595 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12493247.000000 Penalty: 5684.347656
	Iteration 17Q: 3 clusters Score -1.249325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12493263.000000 Penalty: 5684.347656
	Iteration 18Q: 3 clusters Score -1.249326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12493269.000000 Penalty: 5684.347656
	Iteration 19Q: 3 clusters Score -1.249327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12493268.000000 Penalty: 5684.347656
	Iteration 20F: 3 clusters Score -1.249327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12493285.000000 Penalty: 5684.347656
	Iteration 21Q: 3 clusters Score -1.249328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94598 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12493277.000000 Penalty: 5684.347656
	Iteration 22Q: 3 clusters Score -1.249328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12493276.000000 Penalty: 5684.347656
	Iteration 23Q: 3 clusters Score -1.249328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12493276.000000 Penalty: 5684.347656
	Iteration 24F: 3 clusters Score -1.249328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Entering Unmasked Estep 
Score: -1694714.125000 Penalty: 2346.506836
	Iteration 0F: 2 clusters Score -1694714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1685215.875000 Penalty: 4693.013672
	Iteration 0F: 3 clusters Score -1685216 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1688060.000000 Penalty: 4693.013672
	Iteration 1F: 3 clusters Score -1688060 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1688368.500000 Penalty: 4693.013672
	Iteration 2F: 3 clusters Score -1688368 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1688630.125000 Penalty: 4693.013672
	Iteration 3Q: 3 clusters Score -1688630 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1688861.750000 Penalty: 4693.013672
	Iteration 4Q: 3 clusters Score -1688862 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1689079.125000 Penalty: 4693.013672
	Iteration 5Q: 3 clusters Score -1689079 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1689365.875000 Penalty: 4693.013672
	Iteration 6Q: 3 clusters Score -1689366 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1689755.625000 Penalty: 4693.013672
	Iteration 7F: 3 clusters Score -1689756 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1690212.875000 Penalty: 4693.013672
	Iteration 8F: 3 clusters Score -1690213 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1690708.875000 Penalty: 4693.013672
	Iteration 9F: 3 clusters Score -1690709 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1691209.375000 Penalty: 4693.013672
	Iteration 10Q: 3 clusters Score -1691209 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1691606.625000 Penalty: 4693.013672
	Iteration 11Q: 3 clusters Score -1691607 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1691878.750000 Penalty: 4693.013672
	Iteration 12Q: 3 clusters Score -1691879 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1692061.625000 Penalty: 4693.013672
	Iteration 13Q: 3 clusters Score -1692062 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1692217.250000 Penalty: 4693.013672
	Iteration 14Q: 3 clusters Score -1692217 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1692334.250000 Penalty: 4693.013672
	Iteration 15Q: 3 clusters Score -1692334 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1692412.125000 Penalty: 4693.013672
	Iteration 16Q: 3 clusters Score -1692412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1692474.500000 Penalty: 4693.013672
	Iteration 17Q: 3 clusters Score -1692474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1692537.125000 Penalty: 4693.013672
	Iteration 18Q: 3 clusters Score -1692537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1692582.500000 Penalty: 4693.013672
	Iteration 19Q: 3 clusters Score -1692582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1692617.250000 Penalty: 4693.013672
	Iteration 20F: 3 clusters Score -1692617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1692637.250000 Penalty: 4693.013672
	Iteration 21Q: 3 clusters Score -1692637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1692648.125000 Penalty: 4693.013672
	Iteration 22Q: 3 clusters Score -1692648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1692657.125000 Penalty: 4693.013672
	Iteration 23Q: 3 clusters Score -1692657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1692662.625000 Penalty: 4693.013672
	Iteration 24Q: 3 clusters Score -1692663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1692666.750000 Penalty: 4693.013672
	Iteration 25Q: 3 clusters Score -1692667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1692671.000000 Penalty: 4693.013672
	Iteration 26Q: 3 clusters Score -1692671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1692672.625000 Penalty: 4693.013672
	Iteration 27Q: 3 clusters Score -1692673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1692672.625000 Penalty: 4693.013672
	Iteration 28F: 3 clusters Score -1692673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Entering Unmasked Estep 
Score: -2532264.750000 Penalty: 2451.459229
	Iteration 0F: 2 clusters Score -2532265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2518454.250000 Penalty: 4902.918457
	Iteration 0F: 3 clusters Score -2518454 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2523040.250000 Penalty: 4902.918457
	Iteration 1F: 3 clusters Score -2523040 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2523482.250000 Penalty: 4902.918457
	Iteration 2F: 3 clusters Score -2523482 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2523977.750000 Penalty: 4902.918457
	Iteration 3Q: 3 clusters Score -2523978 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2524712.500000 Penalty: 4902.918457
	Iteration 4F: 3 clusters Score -2524712 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2525738.000000 Penalty: 4902.918457
	Iteration 5F: 3 clusters Score -2525738 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2527074.000000 Penalty: 4902.918457
	Iteration 6F: 3 clusters Score -2527074 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2528437.750000 Penalty: 4902.918457
	Iteration 7F: 3 clusters Score -2528438 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2529389.250000 Penalty: 4902.918457
	Iteration 8F: 3 clusters Score -2529389 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2529923.000000 Penalty: 4902.918457
	Iteration 9F: 3 clusters Score -2529923 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2530229.750000 Penalty: 4902.918457
	Iteration 10Q: 3 clusters Score -2530230 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2530431.500000 Penalty: 4902.918457
	Iteration 11Q: 3 clusters Score -2530432 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2530589.250000 Penalty: 4902.918457
	Iteration 12Q: 3 clusters Score -2530589 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2530716.250000 Penalty: 4902.918457
	Iteration 13Q: 3 clusters Score -2530716 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2530836.000000 Penalty: 4902.918457
	Iteration 14Q: 3 clusters Score -2530836 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2530967.750000 Penalty: 4902.918457
	Iteration 15Q: 3 clusters Score -2530968 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2531100.500000 Penalty: 4902.918457
	Iteration 16Q: 3 clusters Score -2531100 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2531227.250000 Penalty: 4902.918457
	Iteration 17Q: 3 clusters Score -2531227 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2531388.500000 Penalty: 4902.918457
	Iteration 18Q: 3 clusters Score -2531388 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2531585.000000 Penalty: 4902.918457
	Iteration 19Q: 3 clusters Score -2531585 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2531835.750000 Penalty: 4902.918457
	Iteration 20F: 3 clusters Score -2531836 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2532144.500000 Penalty: 4902.918457
	Iteration 21Q: 3 clusters Score -2532144 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2532373.500000 Penalty: 4902.918457
	Iteration 22Q: 3 clusters Score -2532374 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2532513.750000 Penalty: 4902.918457
	Iteration 23Q: 3 clusters Score -2532514 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2532597.750000 Penalty: 4902.918457
	Iteration 24Q: 3 clusters Score -2532598 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2532634.250000 Penalty: 4902.918457
	Iteration 25Q: 3 clusters Score -2532634 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2532666.000000 Penalty: 4902.918457
	Iteration 26Q: 3 clusters Score -2532666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2532674.000000 Penalty: 4902.918457
	Iteration 27Q: 3 clusters Score -2532674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2532681.250000 Penalty: 4902.918457
	Iteration 28Q: 3 clusters Score -2532681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2532687.000000 Penalty: 4902.918457
	Iteration 29Q: 3 clusters Score -2532687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2532685.250000 Penalty: 4902.918457
	Iteration 30Q: 3 clusters Score -2532685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2532692.750000 Penalty: 4902.918457
	Iteration 31Q: 3 clusters Score -2532693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2532692.250000 Penalty: 4902.918457
	Iteration 32Q: 3 clusters Score -2532692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2532690.250000 Penalty: 4902.918457
	Iteration 33Q: 3 clusters Score -2532690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2532687.250000 Penalty: 4902.918457
	Iteration 34Q: 3 clusters Score -2532687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2532689.000000 Penalty: 4902.918457
	Iteration 35Q: 3 clusters Score -2532689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2532686.750000 Penalty: 4902.918457
	Iteration 36Q: 3 clusters Score -2532687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2532686.750000 Penalty: 4902.918457
	Iteration 37F: 3 clusters Score -2532687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 24778 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 94881 members 
Mstep: Class 6 contains 12858 members 
Mstep: Class 7 contains 5739 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 27346 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 46993 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4546 members 
Mstep: Class 17 contains 45331 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 5244 members 
Mstep: Class 21 contains 13893 members 
Entering Unmasked Estep 
Score: -42908584.000000 Penalty: 66272.132812
Splitting cluster 7 changes total score from -42908628.000000 to -42908584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -534560.937500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -534560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -530427.250000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -530427.2 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -531401.375000 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -531401.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -531600.312500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -531600.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -531724.875000 Penalty: 4167.729004
	Iteration 3Q: 3 clusters Score -531724.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -531809.187500 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -531809.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -531868.812500 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -531868.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -531906.312500 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -531906.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -531930.375000 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -531930.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -531952.187500 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -531952.2 nChanged 51
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: -531975.625000 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -531975.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -531999.250000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -531999.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -532015.812500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -532015.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -532033.250000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -532033.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -532051.875000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -532051.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -532067.062500 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -532067.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -532083.125000 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -532083.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -532095.375000 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -532095.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -532105.125000 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -532105.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -532114.187500 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -532114.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -532120.937500 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -532120.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -532127.500000 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -532127.5 nChanged 18
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: -532134.125000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -532134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -532140.750000 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -532140.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -532150.937500 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -532150.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -532159.437500 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -532159.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -532167.875000 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -532167.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -532176.562500 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -532176.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -532187.625000 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -532187.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -532198.562500 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -532198.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -532208.375000 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -532208.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -532213.562500 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -532213.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -532224.125000 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -532224.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -532230.875000 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -532230.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -532236.375000 Penalty: 4167.729004
	Iteration 33Q: 3 clusters Score -532236.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -532241.562500 Penalty: 4167.729004
	Iteration 34Q: 3 clusters Score -532241.6 nChanged 11
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: -532246.187500 Penalty: 4167.729004
	Iteration 35Q: 3 clusters Score -532246.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -532248.875000 Penalty: 4167.729004
	Iteration 36Q: 3 clusters Score -532248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -532251.312500 Penalty: 4167.729004
	Iteration 37Q: 3 clusters Score -532251.3 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: -532256.062500 Penalty: 4167.729004
	Iteration 38Q: 3 clusters Score -532256.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -532260.687500 Penalty: 4167.729004
	Iteration 39Q: 3 clusters Score -532260.7 nChanged 16
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: -532265.250000 Penalty: 4167.729004
	Iteration 40F: 3 clusters Score -532265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -532269.750000 Penalty: 4167.729004
	Iteration 41Q: 3 clusters Score -532269.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -532274.562500 Penalty: 4167.729004
	Iteration 42Q: 3 clusters Score -532274.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -532281.062500 Penalty: 4167.729004
	Iteration 43Q: 3 clusters Score -532281.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -532288.062500 Penalty: 4167.729004
	Iteration 44Q: 3 clusters Score -532288.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -532294.000000 Penalty: 4167.729004
	Iteration 45Q: 3 clusters Score -532294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -532301.875000 Penalty: 4167.729004
	Iteration 46Q: 3 clusters Score -532301.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -532307.875000 Penalty: 4167.729004
	Iteration 47Q: 3 clusters Score -532307.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -532310.875000 Penalty: 4167.729004
	Iteration 48Q: 3 clusters Score -532310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -532313.500000 Penalty: 4167.729004
	Iteration 49Q: 3 clusters Score -532313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -532317.625000 Penalty: 4167.729004
	Iteration 50Q: 3 clusters Score -532317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -532322.437500 Penalty: 4167.729004
	Iteration 51Q: 3 clusters Score -532322.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -532327.937500 Penalty: 4167.729004
	Iteration 52Q: 3 clusters Score -532327.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -532335.000000 Penalty: 4167.729004
	Iteration 53Q: 3 clusters Score -532335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -532340.062500 Penalty: 4167.729004
	Iteration 54Q: 3 clusters Score -532340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -532342.687500 Penalty: 4167.729004
	Iteration 55Q: 3 clusters Score -532342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -532344.312500 Penalty: 4167.729004
	Iteration 56Q: 3 clusters Score -532344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -532347.312500 Penalty: 4167.729004
	Iteration 57Q: 3 clusters Score -532347.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -532348.000000 Penalty: 4167.729004
	Iteration 58Q: 3 clusters Score -532348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -532348.562500 Penalty: 4167.729004
	Iteration 59Q: 3 clusters Score -532348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -532349.812500 Penalty: 4167.729004
	Iteration 60F: 3 clusters Score -532349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -532348.562500 Penalty: 4167.729004
	Iteration 61Q: 3 clusters Score -532348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -532350.875000 Penalty: 4167.729004
	Iteration 62Q: 3 clusters Score -532350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -532352.625000 Penalty: 4167.729004
	Iteration 63Q: 3 clusters Score -532352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -532352.625000 Penalty: 4167.729004
	Iteration 64Q: 3 clusters Score -532352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -532354.312500 Penalty: 4167.729004
	Iteration 65Q: 3 clusters Score -532354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -532354.625000 Penalty: 4167.729004
	Iteration 66Q: 3 clusters Score -532354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -532354.562500 Penalty: 4167.729004
	Iteration 67Q: 3 clusters Score -532354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -532354.937500 Penalty: 4167.729004
	Iteration 68Q: 3 clusters Score -532354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -532355.687500 Penalty: 4167.729004
	Iteration 69Q: 3 clusters Score -532355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -532357.750000 Penalty: 4167.729004
	Iteration 70Q: 3 clusters Score -532357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -532360.562500 Penalty: 4167.729004
	Iteration 71Q: 3 clusters Score -532360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -532362.000000 Penalty: 4167.729004
	Iteration 72Q: 3 clusters Score -532362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -532363.937500 Penalty: 4167.729004
	Iteration 73Q: 3 clusters Score -532363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -532365.562500 Penalty: 4167.729004
	Iteration 74Q: 3 clusters Score -532365.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -532367.312500 Penalty: 4167.729004
	Iteration 75Q: 3 clusters Score -532367.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -532371.812500 Penalty: 4167.729004
	Iteration 76Q: 3 clusters Score -532371.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -532375.687500 Penalty: 4167.729004
	Iteration 77Q: 3 clusters Score -532375.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -532384.187500 Penalty: 4167.729004
	Iteration 78Q: 3 clusters Score -532384.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -532395.687500 Penalty: 4167.729004
	Iteration 79Q: 3 clusters Score -532395.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -532403.562500 Penalty: 4167.729004
	Iteration 80F: 3 clusters Score -532403.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -532414.437500 Penalty: 4167.729004
	Iteration 81Q: 3 clusters Score -532414.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -532425.562500 Penalty: 4167.729004
	Iteration 82Q: 3 clusters Score -532425.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -532429.375000 Penalty: 4167.729004
	Iteration 83Q: 3 clusters Score -532429.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -532434.312500 Penalty: 4167.729004
	Iteration 84Q: 3 clusters Score -532434.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -532439.375000 Penalty: 4167.729004
	Iteration 85Q: 3 clusters Score -532439.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -532445.937500 Penalty: 4167.729004
	Iteration 86Q: 3 clusters Score -532445.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -532457.187500 Penalty: 4167.729004
	Iteration 87Q: 3 clusters Score -532457.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -532466.625000 Penalty: 4167.729004
	Iteration 88Q: 3 clusters Score -532466.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -532476.750000 Penalty: 4167.729004
	Iteration 89Q: 3 clusters Score -532476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -532485.062500 Penalty: 4167.729004
	Iteration 90Q: 3 clusters Score -532485.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -532492.750000 Penalty: 4167.729004
	Iteration 91Q: 3 clusters Score -532492.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -532500.437500 Penalty: 4167.729004
	Iteration 92Q: 3 clusters Score -532500.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -532509.750000 Penalty: 4167.729004
	Iteration 93Q: 3 clusters Score -532509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -532522.125000 Penalty: 4167.729004
	Iteration 94Q: 3 clusters Score -532522.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -532530.250000 Penalty: 4167.729004
	Iteration 95Q: 3 clusters Score -532530.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -532544.062500 Penalty: 4167.729004
	Iteration 96Q: 3 clusters Score -532544.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -532554.062500 Penalty: 4167.729004
	Iteration 97Q: 3 clusters Score -532554.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -532559.812500 Penalty: 4167.729004
	Iteration 98Q: 3 clusters Score -532559.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -532564.437500 Penalty: 4167.729004
	Iteration 99Q: 3 clusters Score -532564.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -532574.187500 Penalty: 4167.729004
	Iteration 100F: 3 clusters Score -532574.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -532582.562500 Penalty: 4167.729004
	Iteration 101Q: 3 clusters Score -532582.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -532591.937500 Penalty: 4167.729004
	Iteration 102Q: 3 clusters Score -532591.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -532599.875000 Penalty: 4167.729004
	Iteration 103Q: 3 clusters Score -532599.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -532610.375000 Penalty: 4167.729004
	Iteration 104Q: 3 clusters Score -532610.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -532618.187500 Penalty: 4167.729004
	Iteration 105Q: 3 clusters Score -532618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -532622.687500 Penalty: 4167.729004
	Iteration 106Q: 3 clusters Score -532622.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -532628.625000 Penalty: 4167.729004
	Iteration 107Q: 3 clusters Score -532628.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -532636.062500 Penalty: 4167.729004
	Iteration 108Q: 3 clusters Score -532636.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -532642.875000 Penalty: 4167.729004
	Iteration 109Q: 3 clusters Score -532642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -532645.937500 Penalty: 4167.729004
	Iteration 110Q: 3 clusters Score -532645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -532646.312500 Penalty: 4167.729004
	Iteration 111Q: 3 clusters Score -532646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -532650.062500 Penalty: 4167.729004
	Iteration 112Q: 3 clusters Score -532650.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -532653.500000 Penalty: 4167.729004
	Iteration 113Q: 3 clusters Score -532653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -532656.750000 Penalty: 4167.729004
	Iteration 114Q: 3 clusters Score -532656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -532660.937500 Penalty: 4167.729004
	Iteration 115Q: 3 clusters Score -532660.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -532665.875000 Penalty: 4167.729004
	Iteration 116Q: 3 clusters Score -532665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -532670.687500 Penalty: 4167.729004
	Iteration 117Q: 3 clusters Score -532670.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -532675.125000 Penalty: 4167.729004
	Iteration 118Q: 3 clusters Score -532675.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -532681.000000 Penalty: 4167.729004
	Iteration 119Q: 3 clusters Score -532681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -532686.562500 Penalty: 4167.729004
	Iteration 120F: 3 clusters Score -532686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -532687.375000 Penalty: 4167.729004
	Iteration 121Q: 3 clusters Score -532687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -532691.500000 Penalty: 4167.729004
	Iteration 122Q: 3 clusters Score -532691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -532692.125000 Penalty: 4167.729004
	Iteration 123Q: 3 clusters Score -532692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -532693.312500 Penalty: 4167.729004
	Iteration 124Q: 3 clusters Score -532693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -532697.875000 Penalty: 4167.729004
	Iteration 125Q: 3 clusters Score -532697.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -532703.062500 Penalty: 4167.729004
	Iteration 126Q: 3 clusters Score -532703.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -532707.250000 Penalty: 4167.729004
	Iteration 127Q: 3 clusters Score -532707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -532712.000000 Penalty: 4167.729004
	Iteration 128Q: 3 clusters Score -532712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -532717.250000 Penalty: 4167.729004
	Iteration 129Q: 3 clusters Score -532717.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -532721.812500 Penalty: 4167.729004
	Iteration 130Q: 3 clusters Score -532721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -532726.312500 Penalty: 4167.729004
	Iteration 131Q: 3 clusters Score -532726.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -532731.937500 Penalty: 4167.729004
	Iteration 132Q: 3 clusters Score -532731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -532735.187500 Penalty: 4167.729004
	Iteration 133Q: 3 clusters Score -532735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -532738.687500 Penalty: 4167.729004
	Iteration 134Q: 3 clusters Score -532738.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -532746.187500 Penalty: 4167.729004
	Iteration 135Q: 3 clusters Score -532746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -532750.312500 Penalty: 4167.729004
	Iteration 136Q: 3 clusters Score -532750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -532751.375000 Penalty: 4167.729004
	Iteration 137Q: 3 clusters Score -532751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -532753.250000 Penalty: 4167.729004
	Iteration 138Q: 3 clusters Score -532753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -532755.000000 Penalty: 4167.729004
	Iteration 139Q: 3 clusters Score -532755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -532757.375000 Penalty: 4167.729004
	Iteration 140F: 3 clusters Score -532757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -532757.562500 Penalty: 4167.729004
	Iteration 141Q: 3 clusters Score -532757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -532758.000000 Penalty: 4167.729004
	Iteration 142Q: 3 clusters Score -532758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -532759.750000 Penalty: 4167.729004
	Iteration 143Q: 3 clusters Score -532759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -532760.562500 Penalty: 4167.729004
	Iteration 144Q: 3 clusters Score -532760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -532761.687500 Penalty: 4167.729004
	Iteration 145Q: 3 clusters Score -532761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -532762.125000 Penalty: 4167.729004
	Iteration 146Q: 3 clusters Score -532762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -532762.125000 Penalty: 4167.729004
	Iteration 147F: 3 clusters Score -532762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Entering Unmasked Estep 
Score: -3409845.750000 Penalty: 2533.648682
	Iteration 0F: 2 clusters Score -3409846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3391057.750000 Penalty: 5067.297363
	Iteration 0F: 3 clusters Score -3391058 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3397583.500000 Penalty: 5067.297363
	Iteration 1F: 3 clusters Score -3397584 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3398096.750000 Penalty: 5067.297363
	Iteration 2Q: 3 clusters Score -3398097 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3398593.250000 Penalty: 5067.297363
	Iteration 3Q: 3 clusters Score -3398593 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3399097.250000 Penalty: 5067.297363
	Iteration 4Q: 3 clusters Score -3399097 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3399664.250000 Penalty: 5067.297363
	Iteration 5Q: 3 clusters Score -3399664 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3400357.000000 Penalty: 5067.297363
	Iteration 6Q: 3 clusters Score -3400357 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3401208.000000 Penalty: 5067.297363
	Iteration 7F: 3 clusters Score -3401208 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3402074.500000 Penalty: 5067.297363
	Iteration 8F: 3 clusters Score -3402074 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3403071.750000 Penalty: 5067.297363
	Iteration 9F: 3 clusters Score -3403072 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3404087.000000 Penalty: 5067.297363
	Iteration 10Q: 3 clusters Score -3404087 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3405027.000000 Penalty: 5067.297363
	Iteration 11Q: 3 clusters Score -3405027 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3405777.750000 Penalty: 5067.297363
	Iteration 12Q: 3 clusters Score -3405778 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3406280.250000 Penalty: 5067.297363
	Iteration 13Q: 3 clusters Score -3406280 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3406625.250000 Penalty: 5067.297363
	Iteration 14Q: 3 clusters Score -3406625 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3406874.250000 Penalty: 5067.297363
	Iteration 15Q: 3 clusters Score -3406874 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3407056.750000 Penalty: 5067.297363
	Iteration 16Q: 3 clusters Score -3407057 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3407206.750000 Penalty: 5067.297363
	Iteration 17Q: 3 clusters Score -3407207 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3407330.250000 Penalty: 5067.297363
	Iteration 18Q: 3 clusters Score -3407330 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3407420.000000 Penalty: 5067.297363
	Iteration 19Q: 3 clusters Score -3407420 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3407494.500000 Penalty: 5067.297363
	Iteration 20F: 3 clusters Score -3407494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3407546.500000 Penalty: 5067.297363
	Iteration 21Q: 3 clusters Score -3407546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3407588.000000 Penalty: 5067.297363
	Iteration 22Q: 3 clusters Score -3407588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3407599.500000 Penalty: 5067.297363
	Iteration 23Q: 3 clusters Score -3407600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3407629.500000 Penalty: 5067.297363
	Iteration 24Q: 3 clusters Score -3407630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3407660.750000 Penalty: 5067.297363
	Iteration 25Q: 3 clusters Score -3407661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3407682.750000 Penalty: 5067.297363
	Iteration 26Q: 3 clusters Score -3407683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3407704.250000 Penalty: 5067.297363
	Iteration 27Q: 3 clusters Score -3407704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3407720.750000 Penalty: 5067.297363
	Iteration 28Q: 3 clusters Score -3407721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3407738.750000 Penalty: 5067.297363
	Iteration 29Q: 3 clusters Score -3407739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3407752.750000 Penalty: 5067.297363
	Iteration 30Q: 3 clusters Score -3407753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3407767.500000 Penalty: 5067.297363
	Iteration 31Q: 3 clusters Score -3407768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3407784.250000 Penalty: 5067.297363
	Iteration 32Q: 3 clusters Score -3407784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3407789.500000 Penalty: 5067.297363
	Iteration 33Q: 3 clusters Score -3407790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3407805.750000 Penalty: 5067.297363
	Iteration 34Q: 3 clusters Score -3407806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3407817.000000 Penalty: 5067.297363
	Iteration 35Q: 3 clusters Score -3407817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3407830.500000 Penalty: 5067.297363
	Iteration 36Q: 3 clusters Score -3407830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3407834.000000 Penalty: 5067.297363
	Iteration 37Q: 3 clusters Score -3407834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3407840.250000 Penalty: 5067.297363
	Iteration 38Q: 3 clusters Score -3407840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3407844.750000 Penalty: 5067.297363
	Iteration 39Q: 3 clusters Score -3407845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3407853.750000 Penalty: 5067.297363
	Iteration 40F: 3 clusters Score -3407854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3407861.500000 Penalty: 5067.297363
	Iteration 41Q: 3 clusters Score -3407862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3407863.750000 Penalty: 5067.297363
	Iteration 42Q: 3 clusters Score -3407864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3407864.250000 Penalty: 5067.297363
	Iteration 43Q: 3 clusters Score -3407864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3407871.250000 Penalty: 5067.297363
	Iteration 44Q: 3 clusters Score -3407871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3407876.250000 Penalty: 5067.297363
	Iteration 45Q: 3 clusters Score -3407876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3407873.000000 Penalty: 5067.297363
	Iteration 46Q: 3 clusters Score -3407873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3407875.500000 Penalty: 5067.297363
	Iteration 47Q: 3 clusters Score -3407876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3407878.000000 Penalty: 5067.297363
	Iteration 48Q: 3 clusters Score -3407878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3407878.000000 Penalty: 5067.297363
	Iteration 49F: 3 clusters Score -3407878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Entering Unmasked Estep 
Score: -1309448.000000 Penalty: 2276.789551
	Iteration 0F: 2 clusters Score -1309448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1301914.625000 Penalty: 4553.579102
	Iteration 0F: 3 clusters Score -1301915 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1303962.000000 Penalty: 4553.579102
	Iteration 1F: 3 clusters Score -1303962 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1304200.125000 Penalty: 4553.579102
	Iteration 2F: 3 clusters Score -1304200 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1304357.625000 Penalty: 4553.579102
	Iteration 3Q: 3 clusters Score -1304358 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1304458.375000 Penalty: 4553.579102
	Iteration 4Q: 3 clusters Score -1304458 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1304533.000000 Penalty: 4553.579102
	Iteration 5Q: 3 clusters Score -1304533 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1304593.250000 Penalty: 4553.579102
	Iteration 6Q: 3 clusters Score -1304593 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1304637.375000 Penalty: 4553.579102
	Iteration 7Q: 3 clusters Score -1304637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1304687.250000 Penalty: 4553.579102
	Iteration 8Q: 3 clusters Score -1304687 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1304726.750000 Penalty: 4553.579102
	Iteration 9Q: 3 clusters Score -1304727 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1304773.375000 Penalty: 4553.579102
	Iteration 10Q: 3 clusters Score -1304773 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1304824.125000 Penalty: 4553.579102
	Iteration 11Q: 3 clusters Score -1304824 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1304876.250000 Penalty: 4553.579102
	Iteration 12Q: 3 clusters Score -1304876 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1304937.000000 Penalty: 4553.579102
	Iteration 13Q: 3 clusters Score -1304937 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1305018.500000 Penalty: 4553.579102
	Iteration 14Q: 3 clusters Score -1305018 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1305108.625000 Penalty: 4553.579102
	Iteration 15Q: 3 clusters Score -1305109 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1305217.250000 Penalty: 4553.579102
	Iteration 16Q: 3 clusters Score -1305217 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1305370.500000 Penalty: 4553.579102
	Iteration 17Q: 3 clusters Score -1305370 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1305570.250000 Penalty: 4553.579102
	Iteration 18Q: 3 clusters Score -1305570 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1305779.875000 Penalty: 4553.579102
	Iteration 19Q: 3 clusters Score -1305780 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1306043.750000 Penalty: 4553.579102
	Iteration 20F: 3 clusters Score -1306044 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1306339.500000 Penalty: 4553.579102
	Iteration 21Q: 3 clusters Score -1306340 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1306620.250000 Penalty: 4553.579102
	Iteration 22Q: 3 clusters Score -1306620 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1306838.250000 Penalty: 4553.579102
	Iteration 23Q: 3 clusters Score -1306838 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1307052.375000 Penalty: 4553.579102
	Iteration 24Q: 3 clusters Score -1307052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1307207.875000 Penalty: 4553.579102
	Iteration 25Q: 3 clusters Score -1307208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1307295.250000 Penalty: 4553.579102
	Iteration 26Q: 3 clusters Score -1307295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1307358.125000 Penalty: 4553.579102
	Iteration 27Q: 3 clusters Score -1307358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1307406.000000 Penalty: 4553.579102
	Iteration 28Q: 3 clusters Score -1307406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1307427.750000 Penalty: 4553.579102
	Iteration 29Q: 3 clusters Score -1307428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1307444.750000 Penalty: 4553.579102
	Iteration 30Q: 3 clusters Score -1307445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1307456.250000 Penalty: 4553.579102
	Iteration 31Q: 3 clusters Score -1307456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1307466.875000 Penalty: 4553.579102
	Iteration 32Q: 3 clusters Score -1307467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1307474.875000 Penalty: 4553.579102
	Iteration 33Q: 3 clusters Score -1307475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1307487.625000 Penalty: 4553.579102
	Iteration 34Q: 3 clusters Score -1307488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1307497.875000 Penalty: 4553.579102
	Iteration 35Q: 3 clusters Score -1307498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1307499.875000 Penalty: 4553.579102
	Iteration 36Q: 3 clusters Score -1307500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1307508.625000 Penalty: 4553.579102
	Iteration 37Q: 3 clusters Score -1307509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1307508.750000 Penalty: 4553.579102
	Iteration 38Q: 3 clusters Score -1307509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1307510.500000 Penalty: 4553.579102
	Iteration 39Q: 3 clusters Score -1307510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1307510.500000 Penalty: 4553.579102
	Iteration 40F: 3 clusters Score -1307510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -30340.015625 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -30340.02 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 134 members 
Entering Unmasked Estep 
Score: -29155.298828 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -29155.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29313.324219 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -29313.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29358.074219 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -29358.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29387.070312 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -29387.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29408.712891 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -29408.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29416.285156 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -29416.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -29425.931641 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -29425.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -29425.931641 Penalty: 2805.372070
	Iteration 7F: 3 clusters Score -29425.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -163647.984375 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -163648 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 658 members 
Entering Unmasked Estep 
Score: -161430.781250 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -161430.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161781.468750 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -161781.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -161875.625000 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -161875.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161968.140625 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -161968.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162123.890625 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -162123.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -162388.203125 Penalty: 3579.852051
	Iteration 5F: 3 clusters Score -162388.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -162787.609375 Penalty: 3579.852051
	Iteration 6F: 3 clusters Score -162787.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -163237.703125 Penalty: 3579.852051
	Iteration 7F: 3 clusters Score -163237.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -163466.375000 Penalty: 3579.852051
	Iteration 8F: 3 clusters Score -163466.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -163558.250000 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -163558.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -163615.625000 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -163615.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -163653.593750 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -163653.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -163667.468750 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -163667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -163673.062500 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -163673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -163675.609375 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -163675.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -163675.609375 Penalty: 3579.852051
	Iteration 15F: 3 clusters Score -163675.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 24778 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 94881 members 
Mstep: Class 6 contains 12858 members 
Mstep: Class 7 contains 19632 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 27346 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 46993 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4546 members 
Mstep: Class 17 contains 45331 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 5244 members 
Mstep: Class 21 contains 459 members 
Entering Unmasked Estep 
Score: -42907316.000000 Penalty: 66272.132812
Splitting cluster 12 changes total score from -42908628.000000 to -42907316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Entering Unmasked Estep 
Score: -976623.312500 Penalty: 2211.891602
	Iteration 0F: 2 clusters Score -976623.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -970512.750000 Penalty: 4423.783203
	Iteration 0F: 3 clusters Score -970512.8 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -972099.187500 Penalty: 4423.783203
	Iteration 1F: 3 clusters Score -972099.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -972341.000000 Penalty: 4423.783203
	Iteration 2F: 3 clusters Score -972341 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -972486.562500 Penalty: 4423.783203
	Iteration 3Q: 3 clusters Score -972486.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -972575.750000 Penalty: 4423.783203
	Iteration 4Q: 3 clusters Score -972575.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -972642.875000 Penalty: 4423.783203
	Iteration 5Q: 3 clusters Score -972642.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -972699.937500 Penalty: 4423.783203
	Iteration 6Q: 3 clusters Score -972699.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -972749.562500 Penalty: 4423.783203
	Iteration 7Q: 3 clusters Score -972749.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -972792.562500 Penalty: 4423.783203
	Iteration 8Q: 3 clusters Score -972792.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -972834.687500 Penalty: 4423.783203
	Iteration 9Q: 3 clusters Score -972834.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -972881.375000 Penalty: 4423.783203
	Iteration 10Q: 3 clusters Score -972881.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -972914.312500 Penalty: 4423.783203
	Iteration 11Q: 3 clusters Score -972914.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -972937.625000 Penalty: 4423.783203
	Iteration 12Q: 3 clusters Score -972937.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -972962.062500 Penalty: 4423.783203
	Iteration 13Q: 3 clusters Score -972962.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -972978.750000 Penalty: 4423.783203
	Iteration 14Q: 3 clusters Score -972978.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -972999.687500 Penalty: 4423.783203
	Iteration 15Q: 3 clusters Score -972999.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -973031.937500 Penalty: 4423.783203
	Iteration 16Q: 3 clusters Score -973031.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -973061.687500 Penalty: 4423.783203
	Iteration 17Q: 3 clusters Score -973061.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -973088.937500 Penalty: 4423.783203
	Iteration 18Q: 3 clusters Score -973088.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -973118.125000 Penalty: 4423.783203
	Iteration 19Q: 3 clusters Score -973118.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -973145.062500 Penalty: 4423.783203
	Iteration 20F: 3 clusters Score -973145.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -973168.562500 Penalty: 4423.783203
	Iteration 21Q: 3 clusters Score -973168.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -973201.125000 Penalty: 4423.783203
	Iteration 22Q: 3 clusters Score -973201.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -973241.750000 Penalty: 4423.783203
	Iteration 23Q: 3 clusters Score -973241.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -973291.812500 Penalty: 4423.783203
	Iteration 24Q: 3 clusters Score -973291.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -973353.125000 Penalty: 4423.783203
	Iteration 25Q: 3 clusters Score -973353.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -973416.437500 Penalty: 4423.783203
	Iteration 26Q: 3 clusters Score -973416.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -973494.375000 Penalty: 4423.783203
	Iteration 27Q: 3 clusters Score -973494.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -973582.125000 Penalty: 4423.783203
	Iteration 28Q: 3 clusters Score -973582.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -973675.562500 Penalty: 4423.783203
	Iteration 29Q: 3 clusters Score -973675.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -973803.625000 Penalty: 4423.783203
	Iteration 30Q: 3 clusters Score -973803.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -973924.562500 Penalty: 4423.783203
	Iteration 31Q: 3 clusters Score -973924.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -974036.000000 Penalty: 4423.783203
	Iteration 32Q: 3 clusters Score -974036 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -974113.687500 Penalty: 4423.783203
	Iteration 33Q: 3 clusters Score -974113.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -974195.500000 Penalty: 4423.783203
	Iteration 34Q: 3 clusters Score -974195.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -974259.062500 Penalty: 4423.783203
	Iteration 35Q: 3 clusters Score -974259.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -974315.437500 Penalty: 4423.783203
	Iteration 36Q: 3 clusters Score -974315.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -974365.500000 Penalty: 4423.783203
	Iteration 37Q: 3 clusters Score -974365.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -974419.687500 Penalty: 4423.783203
	Iteration 38Q: 3 clusters Score -974419.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -974460.437500 Penalty: 4423.783203
	Iteration 39Q: 3 clusters Score -974460.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -974501.000000 Penalty: 4423.783203
	Iteration 40F: 3 clusters Score -974501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -974533.062500 Penalty: 4423.783203
	Iteration 41Q: 3 clusters Score -974533.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -974570.875000 Penalty: 4423.783203
	Iteration 42Q: 3 clusters Score -974570.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -974597.062500 Penalty: 4423.783203
	Iteration 43Q: 3 clusters Score -974597.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -974618.500000 Penalty: 4423.783203
	Iteration 44Q: 3 clusters Score -974618.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -974636.687500 Penalty: 4423.783203
	Iteration 45Q: 3 clusters Score -974636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -974643.750000 Penalty: 4423.783203
	Iteration 46Q: 3 clusters Score -974643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -974652.500000 Penalty: 4423.783203
	Iteration 47Q: 3 clusters Score -974652.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -974658.187500 Penalty: 4423.783203
	Iteration 48Q: 3 clusters Score -974658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -974660.312500 Penalty: 4423.783203
	Iteration 49Q: 3 clusters Score -974660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -974662.062500 Penalty: 4423.783203
	Iteration 50Q: 3 clusters Score -974662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -974663.875000 Penalty: 4423.783203
	Iteration 51Q: 3 clusters Score -974663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -974668.187500 Penalty: 4423.783203
	Iteration 52Q: 3 clusters Score -974668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -974672.437500 Penalty: 4423.783203
	Iteration 53Q: 3 clusters Score -974672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -974675.312500 Penalty: 4423.783203
	Iteration 54Q: 3 clusters Score -974675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -974674.625000 Penalty: 4423.783203
	Iteration 55Q: 3 clusters Score -974674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -974676.687500 Penalty: 4423.783203
	Iteration 56Q: 3 clusters Score -974676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -974678.937500 Penalty: 4423.783203
	Iteration 57Q: 3 clusters Score -974678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -974680.750000 Penalty: 4423.783203
	Iteration 58Q: 3 clusters Score -974680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -974682.187500 Penalty: 4423.783203
	Iteration 59Q: 3 clusters Score -974682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -974682.187500 Penalty: 4423.783203
	Iteration 60F: 3 clusters Score -974682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Entering Unmasked Estep 
Score: -6219558.000000 Penalty: 2667.923096
	Iteration 0F: 2 clusters Score -6219558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -6187839.500000 Penalty: 5335.846191
	Iteration 0F: 3 clusters Score -6187840 nChanged 21599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6199870.500000 Penalty: 5335.846191
	Iteration 1F: 3 clusters Score -6199870 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -6200312.500000 Penalty: 5335.846191
	Iteration 2Q: 3 clusters Score -6200312 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -6200811.000000 Penalty: 5335.846191
	Iteration 3Q: 3 clusters Score -6200811 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -6201372.000000 Penalty: 5335.846191
	Iteration 4Q: 3 clusters Score -6201372 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -6202038.000000 Penalty: 5335.846191
	Iteration 5Q: 3 clusters Score -6202038 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -6202827.000000 Penalty: 5335.846191
	Iteration 6Q: 3 clusters Score -6202827 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -6203889.500000 Penalty: 5335.846191
	Iteration 7Q: 3 clusters Score -6203890 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -6205175.500000 Penalty: 5335.846191
	Iteration 8Q: 3 clusters Score -6205176 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -6206875.500000 Penalty: 5335.846191
	Iteration 9F: 3 clusters Score -6206876 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -6208897.500000 Penalty: 5335.846191
	Iteration 10F: 3 clusters Score -6208898 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -6210841.000000 Penalty: 5335.846191
	Iteration 11F: 3 clusters Score -6210841 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -6212535.500000 Penalty: 5335.846191
	Iteration 12Q: 3 clusters Score -6212536 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -6213822.500000 Penalty: 5335.846191
	Iteration 13Q: 3 clusters Score -6213822 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6214811.000000 Penalty: 5335.846191
	Iteration 14Q: 3 clusters Score -6214811 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6215515.000000 Penalty: 5335.846191
	Iteration 15Q: 3 clusters Score -6215515 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6216030.000000 Penalty: 5335.846191
	Iteration 16Q: 3 clusters Score -6216030 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6216420.500000 Penalty: 5335.846191
	Iteration 17Q: 3 clusters Score -6216420 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6216728.000000 Penalty: 5335.846191
	Iteration 18Q: 3 clusters Score -6216728 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6216886.500000 Penalty: 5335.846191
	Iteration 19Q: 3 clusters Score -6216886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6216972.000000 Penalty: 5335.846191
	Iteration 20F: 3 clusters Score -6216972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6217044.000000 Penalty: 5335.846191
	Iteration 21Q: 3 clusters Score -6217044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6217079.500000 Penalty: 5335.846191
	Iteration 22Q: 3 clusters Score -6217080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6217108.000000 Penalty: 5335.846191
	Iteration 23Q: 3 clusters Score -6217108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6217138.000000 Penalty: 5335.846191
	Iteration 24Q: 3 clusters Score -6217138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6217155.500000 Penalty: 5335.846191
	Iteration 25Q: 3 clusters Score -6217156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6217180.000000 Penalty: 5335.846191
	Iteration 26Q: 3 clusters Score -6217180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6217192.000000 Penalty: 5335.846191
	Iteration 27Q: 3 clusters Score -6217192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6217210.500000 Penalty: 5335.846191
	Iteration 28Q: 3 clusters Score -6217210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6217221.500000 Penalty: 5335.846191
	Iteration 29Q: 3 clusters Score -6217222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6217226.000000 Penalty: 5335.846191
	Iteration 30Q: 3 clusters Score -6217226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6217235.000000 Penalty: 5335.846191
	Iteration 31Q: 3 clusters Score -6217235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6217257.500000 Penalty: 5335.846191
	Iteration 32Q: 3 clusters Score -6217258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6217268.000000 Penalty: 5335.846191
	Iteration 33Q: 3 clusters Score -6217268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6217265.500000 Penalty: 5335.846191
	Iteration 34Q: 3 clusters Score -6217266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6217266.500000 Penalty: 5335.846191
	Iteration 35Q: 3 clusters Score -6217266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6217265.500000 Penalty: 5335.846191
	Iteration 36Q: 3 clusters Score -6217266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6217269.500000 Penalty: 5335.846191
	Iteration 37Q: 3 clusters Score -6217270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6217272.000000 Penalty: 5335.846191
	Iteration 38Q: 3 clusters Score -6217272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6217271.000000 Penalty: 5335.846191
	Iteration 39Q: 3 clusters Score -6217271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6217271.500000 Penalty: 5335.846191
	Iteration 40F: 3 clusters Score -6217272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -162766.609375 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -162766.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -160650.890625 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -160650.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -161278.671875 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -161278.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161690.890625 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -161690.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -162151.671875 Penalty: 3594.198486
	Iteration 3F: 3 clusters Score -162151.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -162645.406250 Penalty: 3594.198486
	Iteration 4F: 3 clusters Score -162645.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163126.515625 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -163126.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -163325.906250 Penalty: 3594.198486
	Iteration 6F: 3 clusters Score -163325.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -163443.109375 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -163443.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163520.015625 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -163520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -163597.234375 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -163597.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -163664.453125 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -163664.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -163714.656250 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -163714.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -163740.156250 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -163740.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163762.281250 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -163762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -163777.109375 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -163777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -163798.531250 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -163798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -163814.750000 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -163814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -163832.843750 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -163832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -163835.828125 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -163835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -163835.828125 Penalty: 3594.198486
	Iteration 19F: 3 clusters Score -163835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 24778 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 94881 members 
Mstep: Class 6 contains 12858 members 
Mstep: Class 7 contains 19632 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 27346 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 46993 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 4546 members 
Mstep: Class 17 contains 45331 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 5244 members 
Mstep: Class 21 contains 465 members 
Entering Unmasked Estep 
Score: -42908372.000000 Penalty: 66272.132812
Splitting cluster 15 changes total score from -42908628.000000 to -42908372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -594607.625000 Penalty: 2088.656738
	Iteration 0F: 2 clusters Score -594607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -590343.687500 Penalty: 4177.313477
	Iteration 0F: 3 clusters Score -590343.7 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -591348.062500 Penalty: 4177.313477
	Iteration 1F: 3 clusters Score -591348.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -591544.937500 Penalty: 4177.313477
	Iteration 2F: 3 clusters Score -591544.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -591694.375000 Penalty: 4177.313477
	Iteration 3F: 3 clusters Score -591694.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -591848.062500 Penalty: 4177.313477
	Iteration 4Q: 3 clusters Score -591848.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -591986.250000 Penalty: 4177.313477
	Iteration 5Q: 3 clusters Score -591986.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -592091.750000 Penalty: 4177.313477
	Iteration 6Q: 3 clusters Score -592091.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -592174.250000 Penalty: 4177.313477
	Iteration 7Q: 3 clusters Score -592174.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -592243.312500 Penalty: 4177.313477
	Iteration 8Q: 3 clusters Score -592243.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -592302.750000 Penalty: 4177.313477
	Iteration 9Q: 3 clusters Score -592302.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -592365.500000 Penalty: 4177.313477
	Iteration 10Q: 3 clusters Score -592365.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -592424.500000 Penalty: 4177.313477
	Iteration 11Q: 3 clusters Score -592424.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -592494.187500 Penalty: 4177.313477
	Iteration 12Q: 3 clusters Score -592494.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -592561.312500 Penalty: 4177.313477
	Iteration 13Q: 3 clusters Score -592561.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -592641.625000 Penalty: 4177.313477
	Iteration 14Q: 3 clusters Score -592641.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -592703.375000 Penalty: 4177.313477
	Iteration 15Q: 3 clusters Score -592703.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -592764.812500 Penalty: 4177.313477
	Iteration 16Q: 3 clusters Score -592764.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -592829.312500 Penalty: 4177.313477
	Iteration 17Q: 3 clusters Score -592829.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -592889.687500 Penalty: 4177.313477
	Iteration 18Q: 3 clusters Score -592889.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -592946.500000 Penalty: 4177.313477
	Iteration 19Q: 3 clusters Score -592946.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -592995.500000 Penalty: 4177.313477
	Iteration 20F: 3 clusters Score -592995.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -593035.687500 Penalty: 4177.313477
	Iteration 21Q: 3 clusters Score -593035.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -593081.875000 Penalty: 4177.313477
	Iteration 22Q: 3 clusters Score -593081.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -593113.250000 Penalty: 4177.313477
	Iteration 23Q: 3 clusters Score -593113.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -593144.687500 Penalty: 4177.313477
	Iteration 24Q: 3 clusters Score -593144.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -593185.312500 Penalty: 4177.313477
	Iteration 25Q: 3 clusters Score -593185.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -593230.000000 Penalty: 4177.313477
	Iteration 26Q: 3 clusters Score -593230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -593268.937500 Penalty: 4177.313477
	Iteration 27Q: 3 clusters Score -593268.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -593304.812500 Penalty: 4177.313477
	Iteration 28Q: 3 clusters Score -593304.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -593340.625000 Penalty: 4177.313477
	Iteration 29Q: 3 clusters Score -593340.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -593375.375000 Penalty: 4177.313477
	Iteration 30Q: 3 clusters Score -593375.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -593406.250000 Penalty: 4177.313477
	Iteration 31Q: 3 clusters Score -593406.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -593430.375000 Penalty: 4177.313477
	Iteration 32Q: 3 clusters Score -593430.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -593448.250000 Penalty: 4177.313477
	Iteration 33Q: 3 clusters Score -593448.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -593458.187500 Penalty: 4177.313477
	Iteration 34Q: 3 clusters Score -593458.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -593466.312500 Penalty: 4177.313477
	Iteration 35Q: 3 clusters Score -593466.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -593470.562500 Penalty: 4177.313477
	Iteration 36Q: 3 clusters Score -593470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -593474.312500 Penalty: 4177.313477
	Iteration 37Q: 3 clusters Score -593474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -593476.625000 Penalty: 4177.313477
	Iteration 38Q: 3 clusters Score -593476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -593481.625000 Penalty: 4177.313477
	Iteration 39Q: 3 clusters Score -593481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -593483.187500 Penalty: 4177.313477
	Iteration 40F: 3 clusters Score -593483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -593487.000000 Penalty: 4177.313477
	Iteration 41Q: 3 clusters Score -593487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -593491.000000 Penalty: 4177.313477
	Iteration 42Q: 3 clusters Score -593491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -593499.562500 Penalty: 4177.313477
	Iteration 43Q: 3 clusters Score -593499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -593507.750000 Penalty: 4177.313477
	Iteration 44Q: 3 clusters Score -593507.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -593514.687500 Penalty: 4177.313477
	Iteration 45Q: 3 clusters Score -593514.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -593519.937500 Penalty: 4177.313477
	Iteration 46Q: 3 clusters Score -593519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -593523.625000 Penalty: 4177.313477
	Iteration 47Q: 3 clusters Score -593523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -593526.437500 Penalty: 4177.313477
	Iteration 48Q: 3 clusters Score -593526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -593529.250000 Penalty: 4177.313477
	Iteration 49Q: 3 clusters Score -593529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -593532.562500 Penalty: 4177.313477
	Iteration 50Q: 3 clusters Score -593532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -593532.562500 Penalty: 4177.313477
	Iteration 51F: 3 clusters Score -593532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Entering Unmasked Estep 
Score: -5887692.000000 Penalty: 2658.993164
	Iteration 0F: 2 clusters Score -5887692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5857007.500000 Penalty: 5317.986328
	Iteration 0F: 3 clusters Score -5857008 nChanged 20784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5868333.000000 Penalty: 5317.986328
	Iteration 1F: 3 clusters Score -5868333 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5868837.500000 Penalty: 5317.986328
	Iteration 2Q: 3 clusters Score -5868838 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5869369.500000 Penalty: 5317.986328
	Iteration 3Q: 3 clusters Score -5869370 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -5869957.000000 Penalty: 5317.986328
	Iteration 4Q: 3 clusters Score -5869957 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -5870680.500000 Penalty: 5317.986328
	Iteration 5Q: 3 clusters Score -5870680 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -5871528.500000 Penalty: 5317.986328
	Iteration 6Q: 3 clusters Score -5871528 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5872588.500000 Penalty: 5317.986328
	Iteration 7Q: 3 clusters Score -5872588 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -5874199.500000 Penalty: 5317.986328
	Iteration 8F: 3 clusters Score -5874200 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -5876206.000000 Penalty: 5317.986328
	Iteration 9F: 3 clusters Score -5876206 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5878484.000000 Penalty: 5317.986328
	Iteration 10F: 3 clusters Score -5878484 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -5880748.000000 Penalty: 5317.986328
	Iteration 11F: 3 clusters Score -5880748 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5882610.000000 Penalty: 5317.986328
	Iteration 12Q: 3 clusters Score -5882610 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5883783.500000 Penalty: 5317.986328
	Iteration 13Q: 3 clusters Score -5883784 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5884465.500000 Penalty: 5317.986328
	Iteration 14Q: 3 clusters Score -5884466 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -5884892.500000 Penalty: 5317.986328
	Iteration 15Q: 3 clusters Score -5884892 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5885162.500000 Penalty: 5317.986328
	Iteration 16Q: 3 clusters Score -5885162 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -5885341.000000 Penalty: 5317.986328
	Iteration 17Q: 3 clusters Score -5885341 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -5885420.000000 Penalty: 5317.986328
	Iteration 18Q: 3 clusters Score -5885420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -5885497.500000 Penalty: 5317.986328
	Iteration 19Q: 3 clusters Score -5885498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -5885546.500000 Penalty: 5317.986328
	Iteration 20F: 3 clusters Score -5885546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -5885589.000000 Penalty: 5317.986328
	Iteration 21Q: 3 clusters Score -5885589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -5885626.000000 Penalty: 5317.986328
	Iteration 22Q: 3 clusters Score -5885626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -5885659.000000 Penalty: 5317.986328
	Iteration 23Q: 3 clusters Score -5885659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -5885689.000000 Penalty: 5317.986328
	Iteration 24Q: 3 clusters Score -5885689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -5885729.500000 Penalty: 5317.986328
	Iteration 25Q: 3 clusters Score -5885730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5885749.000000 Penalty: 5317.986328
	Iteration 26Q: 3 clusters Score -5885749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -5885761.500000 Penalty: 5317.986328
	Iteration 27Q: 3 clusters Score -5885762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -5885784.000000 Penalty: 5317.986328
	Iteration 28Q: 3 clusters Score -5885784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -5885818.000000 Penalty: 5317.986328
	Iteration 29Q: 3 clusters Score -5885818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -5885831.500000 Penalty: 5317.986328
	Iteration 30Q: 3 clusters Score -5885832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -5885850.500000 Penalty: 5317.986328
	Iteration 31Q: 3 clusters Score -5885850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5885852.500000 Penalty: 5317.986328
	Iteration 32Q: 3 clusters Score -5885852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -5885870.000000 Penalty: 5317.986328
	Iteration 33Q: 3 clusters Score -5885870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5885882.500000 Penalty: 5317.986328
	Iteration 34Q: 3 clusters Score -5885882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -5885899.000000 Penalty: 5317.986328
	Iteration 35Q: 3 clusters Score -5885899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5885910.000000 Penalty: 5317.986328
	Iteration 36Q: 3 clusters Score -5885910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -5885923.500000 Penalty: 5317.986328
	Iteration 37Q: 3 clusters Score -5885924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5885939.500000 Penalty: 5317.986328
	Iteration 38Q: 3 clusters Score -5885940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -5885942.500000 Penalty: 5317.986328
	Iteration 39Q: 3 clusters Score -5885942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -5885958.500000 Penalty: 5317.986328
	Iteration 40F: 3 clusters Score -5885958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -5885966.500000 Penalty: 5317.986328
	Iteration 41Q: 3 clusters Score -5885966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -5885979.000000 Penalty: 5317.986328
	Iteration 42Q: 3 clusters Score -5885979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -5885979.500000 Penalty: 5317.986328
	Iteration 43Q: 3 clusters Score -5885980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -5885977.500000 Penalty: 5317.986328
	Iteration 44Q: 3 clusters Score -5885978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -5885991.000000 Penalty: 5317.986328
	Iteration 45Q: 3 clusters Score -5885991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5885994.500000 Penalty: 5317.986328
	Iteration 46Q: 3 clusters Score -5885994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -5885998.500000 Penalty: 5317.986328
	Iteration 47Q: 3 clusters Score -5885998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5885998.000000 Penalty: 5317.986328
	Iteration 48Q: 3 clusters Score -5885998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -5885996.500000 Penalty: 5317.986328
	Iteration 49Q: 3 clusters Score -5885996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -5885998.000000 Penalty: 5317.986328
	Iteration 50Q: 3 clusters Score -5885998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -5885999.500000 Penalty: 5317.986328
	Iteration 51Q: 3 clusters Score -5886000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5886002.000000 Penalty: 5317.986328
	Iteration 52Q: 3 clusters Score -5886002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5886003.000000 Penalty: 5317.986328
	Iteration 53Q: 3 clusters Score -5886003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -5886006.500000 Penalty: 5317.986328
	Iteration 54Q: 3 clusters Score -5886006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -5886008.000000 Penalty: 5317.986328
	Iteration 55Q: 3 clusters Score -5886008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -5886011.000000 Penalty: 5317.986328
	Iteration 56Q: 3 clusters Score -5886011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -5886014.500000 Penalty: 5317.986328
	Iteration 57Q: 3 clusters Score -5886014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -5886010.500000 Penalty: 5317.986328
	Iteration 58Q: 3 clusters Score -5886010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -5886009.000000 Penalty: 5317.986328
	Iteration 59Q: 3 clusters Score -5886009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -5886008.500000 Penalty: 5317.986328
	Iteration 60F: 3 clusters Score -5886008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -5886007.500000 Penalty: 5317.986328
	Iteration 61Q: 3 clusters Score -5886008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -5886010.000000 Penalty: 5317.986328
	Iteration 62Q: 3 clusters Score -5886010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -5886026.000000 Penalty: 5317.986328
	Iteration 63Q: 3 clusters Score -5886026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -5886025.500000 Penalty: 5317.986328
	Iteration 64Q: 3 clusters Score -5886026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -5886033.500000 Penalty: 5317.986328
	Iteration 65Q: 3 clusters Score -5886034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -5886036.000000 Penalty: 5317.986328
	Iteration 66Q: 3 clusters Score -5886036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -5886032.000000 Penalty: 5317.986328
	Iteration 67Q: 3 clusters Score -5886032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -5886033.500000 Penalty: 5317.986328
	Iteration 68Q: 3 clusters Score -5886034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -5886035.000000 Penalty: 5317.986328
	Iteration 69Q: 3 clusters Score -5886035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -5886033.500000 Penalty: 5317.986328
	Iteration 70Q: 3 clusters Score -5886034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -5886037.000000 Penalty: 5317.986328
	Iteration 71Q: 3 clusters Score -5886037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -5886036.000000 Penalty: 5317.986328
	Iteration 72Q: 3 clusters Score -5886036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -5886038.500000 Penalty: 5317.986328
	Iteration 73Q: 3 clusters Score -5886038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -5886036.500000 Penalty: 5317.986328
	Iteration 74Q: 3 clusters Score -5886036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -5886041.500000 Penalty: 5317.986328
	Iteration 75Q: 3 clusters Score -5886042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -5886044.500000 Penalty: 5317.986328
	Iteration 76Q: 3 clusters Score -5886044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -5886044.500000 Penalty: 5317.986328
	Iteration 77Q: 3 clusters Score -5886044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -5886052.500000 Penalty: 5317.986328
	Iteration 78Q: 3 clusters Score -5886052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -5886049.500000 Penalty: 5317.986328
	Iteration 79Q: 3 clusters Score -5886050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -5886048.000000 Penalty: 5317.986328
	Iteration 80F: 3 clusters Score -5886048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -151749.968750 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -151750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -149629.140625 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -149629.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -150069.734375 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -150069.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -150560.375000 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -150560.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -150821.500000 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -150821.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -151035.578125 Penalty: 3544.408447
	Iteration 4F: 3 clusters Score -151035.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -151283.593750 Penalty: 3544.408447
	Iteration 5F: 3 clusters Score -151283.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -151435.375000 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -151435.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -151541.453125 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -151541.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -151625.203125 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -151625.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -151673.484375 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -151673.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -151704.390625 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -151704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -151730.406250 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -151730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -151737.281250 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -151737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -151739.078125 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -151739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -151741.671875 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -151741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -151742.281250 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -151742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -151742.281250 Penalty: 3544.408447
	Iteration 16F: 3 clusters Score -151742.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -569873.687500 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -569873.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -565755.312500 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -565755.3 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -566722.750000 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -566722.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -566990.812500 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -566990.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -567163.875000 Penalty: 4160.445801
	Iteration 3F: 3 clusters Score -567163.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -567314.187500 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -567314.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -567461.250000 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -567461.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -567615.375000 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -567615.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -567755.625000 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -567755.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -567866.750000 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -567866.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -567969.812500 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -567969.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -568039.125000 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -568039.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -568088.625000 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -568088.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -568131.125000 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -568131.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -568172.937500 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -568172.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -568200.312500 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -568200.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -568220.375000 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -568220.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -568238.875000 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -568238.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -568249.500000 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -568249.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -568256.625000 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -568256.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -568262.500000 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -568262.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -568268.875000 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -568268.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -568274.437500 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -568274.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -568278.125000 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -568278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -568281.125000 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -568281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -568281.562500 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -568281.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -568284.437500 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -568284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -568285.687500 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -568285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -568287.062500 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -568287.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -568288.062500 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -568288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -568290.312500 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -568290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -568293.250000 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -568293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -568293.500000 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -568293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -568293.312500 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -568293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -568294.000000 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -568294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -568294.000000 Penalty: 4160.445801
	Iteration 34F: 3 clusters Score -568294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -648110.500000 Penalty: 2124.080322
	Iteration 0F: 2 clusters Score -648110.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -643454.062500 Penalty: 4248.160645
	Iteration 0F: 3 clusters Score -643454.1 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -644582.562500 Penalty: 4248.160645
	Iteration 1F: 3 clusters Score -644582.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -644843.625000 Penalty: 4248.160645
	Iteration 2F: 3 clusters Score -644843.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -645048.437500 Penalty: 4248.160645
	Iteration 3F: 3 clusters Score -645048.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -645219.562500 Penalty: 4248.160645
	Iteration 4Q: 3 clusters Score -645219.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -645400.812500 Penalty: 4248.160645
	Iteration 5Q: 3 clusters Score -645400.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -645572.000000 Penalty: 4248.160645
	Iteration 6Q: 3 clusters Score -645572 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -645697.750000 Penalty: 4248.160645
	Iteration 7Q: 3 clusters Score -645697.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -645835.000000 Penalty: 4248.160645
	Iteration 8Q: 3 clusters Score -645835 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -645963.812500 Penalty: 4248.160645
	Iteration 9Q: 3 clusters Score -645963.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -646063.937500 Penalty: 4248.160645
	Iteration 10Q: 3 clusters Score -646063.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -646140.125000 Penalty: 4248.160645
	Iteration 11Q: 3 clusters Score -646140.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -646193.500000 Penalty: 4248.160645
	Iteration 12Q: 3 clusters Score -646193.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -646225.750000 Penalty: 4248.160645
	Iteration 13Q: 3 clusters Score -646225.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -646244.875000 Penalty: 4248.160645
	Iteration 14Q: 3 clusters Score -646244.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -646259.937500 Penalty: 4248.160645
	Iteration 15Q: 3 clusters Score -646259.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -646268.875000 Penalty: 4248.160645
	Iteration 16Q: 3 clusters Score -646268.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -646276.375000 Penalty: 4248.160645
	Iteration 17Q: 3 clusters Score -646276.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -646282.000000 Penalty: 4248.160645
	Iteration 18Q: 3 clusters Score -646282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -646293.687500 Penalty: 4248.160645
	Iteration 19Q: 3 clusters Score -646293.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -646302.687500 Penalty: 4248.160645
	Iteration 20F: 3 clusters Score -646302.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -646315.250000 Penalty: 4248.160645
	Iteration 21Q: 3 clusters Score -646315.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -646326.125000 Penalty: 4248.160645
	Iteration 22Q: 3 clusters Score -646326.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -646331.437500 Penalty: 4248.160645
	Iteration 23Q: 3 clusters Score -646331.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -646338.187500 Penalty: 4248.160645
	Iteration 24Q: 3 clusters Score -646338.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -646343.062500 Penalty: 4248.160645
	Iteration 25Q: 3 clusters Score -646343.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -646352.062500 Penalty: 4248.160645
	Iteration 26Q: 3 clusters Score -646352.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -646366.312500 Penalty: 4248.160645
	Iteration 27Q: 3 clusters Score -646366.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -646383.500000 Penalty: 4248.160645
	Iteration 28Q: 3 clusters Score -646383.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -646400.875000 Penalty: 4248.160645
	Iteration 29Q: 3 clusters Score -646400.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -646418.500000 Penalty: 4248.160645
	Iteration 30Q: 3 clusters Score -646418.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -646432.937500 Penalty: 4248.160645
	Iteration 31Q: 3 clusters Score -646432.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -646454.437500 Penalty: 4248.160645
	Iteration 32Q: 3 clusters Score -646454.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -646472.875000 Penalty: 4248.160645
	Iteration 33Q: 3 clusters Score -646472.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -646494.125000 Penalty: 4248.160645
	Iteration 34Q: 3 clusters Score -646494.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -646517.187500 Penalty: 4248.160645
	Iteration 35Q: 3 clusters Score -646517.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -646532.562500 Penalty: 4248.160645
	Iteration 36Q: 3 clusters Score -646532.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -646541.375000 Penalty: 4248.160645
	Iteration 37Q: 3 clusters Score -646541.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -646548.187500 Penalty: 4248.160645
	Iteration 38Q: 3 clusters Score -646548.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -646555.062500 Penalty: 4248.160645
	Iteration 39Q: 3 clusters Score -646555.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -646564.062500 Penalty: 4248.160645
	Iteration 40F: 3 clusters Score -646564.1 nChanged 23
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: -646575.062500 Penalty: 4248.160645
	Iteration 41Q: 3 clusters Score -646575.1 nChanged 30
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: -646584.437500 Penalty: 4248.160645
	Iteration 42Q: 3 clusters Score -646584.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -646592.125000 Penalty: 4248.160645
	Iteration 43Q: 3 clusters Score -646592.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -646597.187500 Penalty: 4248.160645
	Iteration 44Q: 3 clusters Score -646597.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -646603.062500 Penalty: 4248.160645
	Iteration 45Q: 3 clusters Score -646603.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -646607.000000 Penalty: 4248.160645
	Iteration 46Q: 3 clusters Score -646607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -646613.625000 Penalty: 4248.160645
	Iteration 47Q: 3 clusters Score -646613.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -646615.937500 Penalty: 4248.160645
	Iteration 48Q: 3 clusters Score -646615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -646622.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -646626.562500 Penalty: 4248.160645
	Iteration 50Q: 3 clusters Score -646626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -646630.562500 Penalty: 4248.160645
	Iteration 51Q: 3 clusters Score -646630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -646634.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -646636.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -646639.125000 Penalty: 4248.160645
	Iteration 54Q: 3 clusters Score -646639.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -646640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -646645.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -646645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -646646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -646648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -646650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -646651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -646652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -646652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -646654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -646653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -646655.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -646658.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -646657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -646659.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -646660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -646660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
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	Iteration 72F: 3 clusters Score -646660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 24778 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 94881 members 
Mstep: Class 6 contains 12858 members 
Mstep: Class 7 contains 19632 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 27346 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 46993 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4546 members 
Mstep: Class 17 contains 45331 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 5244 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 21 clusters Score -4.290868e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 24788 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 94976 members 
Mstep: Class 6 contains 12861 members 
Mstep: Class 7 contains 19625 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 27258 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 46958 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 45324 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 21 clusters Score -4.29086e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 24789 members 
Mstep: Class 3 contains 7414 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 95093 members 
Mstep: Class 6 contains 12861 members 
Mstep: Class 7 contains 19623 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 27172 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 46918 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 45313 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 21 clusters Score -4.290859e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 24795 members 
Mstep: Class 3 contains 7452 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 95202 members 
Mstep: Class 6 contains 12861 members 
Mstep: Class 7 contains 19622 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 27081 members 
Mstep: Class 10 contains 9691 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1361 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 46888 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4555 members 
Mstep: Class 17 contains 45297 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 5197 members 
Entering Unmasked Estep 
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Iteration 122Q: 21 clusters Score -4.290856e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 24790 members 
Mstep: Class 3 contains 7501 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 95308 members 
Mstep: Class 6 contains 12860 members 
Mstep: Class 7 contains 19620 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 26985 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1360 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 46853 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4563 members 
Mstep: Class 17 contains 45285 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5191 members 
Entering Unmasked Estep 
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Iteration 123Q: 21 clusters Score -4.290858e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 24783 members 
Mstep: Class 3 contains 7545 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 95423 members 
Mstep: Class 6 contains 12860 members 
Mstep: Class 7 contains 19616 members 
Mstep: Class 8 contains 4449 members 
Mstep: Class 9 contains 26892 members 
Mstep: Class 10 contains 9683 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 46812 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4569 members 
Mstep: Class 17 contains 45277 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5180 members 
Entering Unmasked Estep 
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Iteration 124Q: 21 clusters Score -4.290858e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 24784 members 
Mstep: Class 3 contains 7595 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 95525 members 
Mstep: Class 6 contains 12858 members 
Mstep: Class 7 contains 19611 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 26811 members 
Mstep: Class 10 contains 9681 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1357 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 46772 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4578 members 
Mstep: Class 17 contains 45265 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 5162 members 
Entering Unmasked Estep 
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Iteration 125Q: 21 clusters Score -4.290861e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 24784 members 
Mstep: Class 3 contains 7636 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 95625 members 
Mstep: Class 6 contains 12857 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 8 contains 4445 members 
Mstep: Class 9 contains 26738 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1357 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 46731 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4586 members 
Mstep: Class 17 contains 45257 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 21 clusters Score -4.29086e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 24780 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 95695 members 
Mstep: Class 6 contains 12857 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 26668 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 46714 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4594 members 
Mstep: Class 17 contains 45245 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 5148 members 
Entering Unmasked Estep 
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Iteration 127Q: 21 clusters Score -4.290857e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 24774 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 95771 members 
Mstep: Class 6 contains 12859 members 
Mstep: Class 7 contains 19597 members 
Mstep: Class 8 contains 4446 members 
Mstep: Class 9 contains 26586 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7470 members 
Mstep: Class 14 contains 46688 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4600 members 
Mstep: Class 17 contains 45232 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 5144 members 
Entering Unmasked Estep 
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Iteration 128Q: 21 clusters Score -4.290863e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 24771 members 
Mstep: Class 3 contains 7745 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 95854 members 
Mstep: Class 6 contains 12859 members 
Mstep: Class 7 contains 19596 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 26508 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 46663 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4605 members 
Mstep: Class 17 contains 45227 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 21 clusters Score -4.29086e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 24764 members 
Mstep: Class 3 contains 7774 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 95946 members 
Mstep: Class 6 contains 12859 members 
Mstep: Class 7 contains 19593 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 26440 members 
Mstep: Class 10 contains 9668 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7469 members 
Mstep: Class 14 contains 46640 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 45218 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 5128 members 
Entering Unmasked Estep 
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Iteration 130Q: 21 clusters Score -4.290868e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 24760 members 
Mstep: Class 3 contains 7810 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 96004 members 
Mstep: Class 6 contains 12860 members 
Mstep: Class 7 contains 19590 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 26388 members 
Mstep: Class 10 contains 9665 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 46621 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4614 members 
Mstep: Class 17 contains 45211 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 21 clusters Score -4.290866e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 24757 members 
Mstep: Class 3 contains 7849 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 96061 members 
Mstep: Class 6 contains 12860 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 26324 members 
Mstep: Class 10 contains 9665 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7468 members 
Mstep: Class 14 contains 46602 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 45200 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 21 clusters Score -4.290867e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 24758 members 
Mstep: Class 3 contains 7892 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 96112 members 
Mstep: Class 6 contains 12859 members 
Mstep: Class 7 contains 19590 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 26275 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7464 members 
Mstep: Class 14 contains 46588 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 45187 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908692.000000 Penalty: 63116.312500
Iteration 133Q: 21 clusters Score -4.290869e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 24765 members 
Mstep: Class 3 contains 7931 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 96154 members 
Mstep: Class 6 contains 12860 members 
Mstep: Class 7 contains 19590 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 26217 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7463 members 
Mstep: Class 14 contains 46572 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 45179 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 5088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908680.000000 Penalty: 63116.312500
Iteration 134Q: 21 clusters Score -4.290868e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 24771 members 
Mstep: Class 3 contains 7956 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 96197 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 26165 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7462 members 
Mstep: Class 14 contains 46551 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908680.000000 Penalty: 63116.312500
Iteration 135Q: 21 clusters Score -4.290868e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 24765 members 
Mstep: Class 3 contains 7992 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 96225 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 19587 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 26122 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7463 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4635 members 
Mstep: Class 17 contains 45164 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908664.000000 Penalty: 63116.312500
Iteration 136Q: 21 clusters Score -4.290866e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 24771 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 10127 members 
Mstep: Class 5 contains 96240 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 19587 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 26096 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7461 members 
Mstep: Class 14 contains 46534 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 45157 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908716.000000 Penalty: 63116.312500
Iteration 137Q: 21 clusters Score -4.290872e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 24771 members 
Mstep: Class 3 contains 8050 members 
Mstep: Class 4 contains 10127 members 
Mstep: Class 5 contains 96257 members 
Mstep: Class 6 contains 12860 members 
Mstep: Class 7 contains 19587 members 
Mstep: Class 8 contains 4469 members 
Mstep: Class 9 contains 26068 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 46525 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 45152 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908732.000000 Penalty: 63116.312500
Iteration 138Q: 21 clusters Score -4.290873e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 24770 members 
Mstep: Class 3 contains 8084 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 96276 members 
Mstep: Class 6 contains 12859 members 
Mstep: Class 7 contains 19584 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 26043 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 46514 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 45146 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 5044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908712.000000 Penalty: 63116.312500
Iteration 139Q: 21 clusters Score -4.290871e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 24772 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 96300 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 19583 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 26021 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 46504 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 45140 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908800.000000 Penalty: 63116.312500
Iteration 140F: 21 clusters Score -4.29088e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 24775 members 
Mstep: Class 3 contains 8136 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 96327 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 19586 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 26006 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 46492 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 17 contains 45134 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4415 members 
Mstep: Class 20 contains 5004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908804.000000 Penalty: 63116.312500
Iteration 141Q: 21 clusters Score -4.29088e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 24778 members 
Mstep: Class 3 contains 8163 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 96355 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19584 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 25971 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46483 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 45128 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908756.000000 Penalty: 63116.312500
Iteration 142Q: 21 clusters Score -4.290876e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 96372 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 19580 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 9 contains 25939 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 46480 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 45122 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908728.000000 Penalty: 63116.312500
Iteration 143Q: 21 clusters Score -4.290873e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 96392 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19574 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 25899 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1351 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 46474 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4652 members 
Mstep: Class 17 contains 45116 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908700.000000 Penalty: 63116.312500
Iteration 144Q: 21 clusters Score -4.29087e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 8262 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 96407 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19572 members 
Mstep: Class 8 contains 4484 members 
Mstep: Class 9 contains 25863 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1348 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 46472 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4654 members 
Mstep: Class 17 contains 45117 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 4964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908820.000000 Penalty: 63116.312500
Iteration 145Q: 21 clusters Score -4.290882e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 96426 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19569 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 9 contains 25830 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1347 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 46466 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 45109 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4418 members 
Mstep: Class 20 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908816.000000 Penalty: 63116.312500
Iteration 146Q: 21 clusters Score -4.290882e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 24782 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 96456 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19567 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 25791 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1345 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 46455 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 45102 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 4950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908836.000000 Penalty: 63116.312500
Iteration 147Q: 21 clusters Score -4.290884e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 24781 members 
Mstep: Class 3 contains 8355 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 96483 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19566 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 25755 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1343 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 46451 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4655 members 
Mstep: Class 17 contains 45096 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908840.000000 Penalty: 63116.312500
Iteration 148Q: 21 clusters Score -4.290884e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 24779 members 
Mstep: Class 3 contains 8394 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96496 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19567 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 25729 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46447 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 45086 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908880.000000 Penalty: 63116.312500
Iteration 149Q: 21 clusters Score -4.290888e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 24775 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96510 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19566 members 
Mstep: Class 8 contains 4484 members 
Mstep: Class 9 contains 25698 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46444 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 45080 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908956.000000 Penalty: 63116.312500
Iteration 150Q: 21 clusters Score -4.290896e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96526 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19563 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 25678 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46438 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 45068 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908860.000000 Penalty: 63116.312500
Iteration 151Q: 21 clusters Score -4.290886e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 24773 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96543 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19561 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 25652 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46438 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 45060 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908844.000000 Penalty: 63116.312500
Iteration 152Q: 21 clusters Score -4.290884e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96559 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19561 members 
Mstep: Class 8 contains 4491 members 
Mstep: Class 9 contains 25619 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46437 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 45052 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908912.000000 Penalty: 63116.312500
Iteration 153Q: 21 clusters Score -4.290891e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 24777 members 
Mstep: Class 3 contains 8522 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96565 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19562 members 
Mstep: Class 8 contains 4491 members 
Mstep: Class 9 contains 25598 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46435 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4655 members 
Mstep: Class 17 contains 45045 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908880.000000 Penalty: 63116.312500
Iteration 154Q: 21 clusters Score -4.290888e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24778 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96572 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19561 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 25585 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46432 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 45034 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908932.000000 Penalty: 63116.312500
Iteration 155Q: 21 clusters Score -4.290893e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 24781 members 
Mstep: Class 3 contains 8565 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96582 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19561 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 25564 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46429 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4652 members 
Mstep: Class 17 contains 45025 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908920.000000 Penalty: 63116.312500
Iteration 156Q: 21 clusters Score -4.290892e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24785 members 
Mstep: Class 3 contains 8578 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96594 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19562 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 25547 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46427 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 45018 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908940.000000 Penalty: 63116.312500
Iteration 157Q: 21 clusters Score -4.290894e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 24790 members 
Mstep: Class 3 contains 8602 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96613 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 4482 members 
Mstep: Class 9 contains 25522 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46422 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 17 contains 45010 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908864.000000 Penalty: 63116.312500
Iteration 158Q: 21 clusters Score -4.290886e+07 nChanged 68
Entering ConstructFrom: 
Score: -42908864.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (6631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Entering Unmasked Estep 
Score: -829992.500000 Penalty: 2182.278809
	Iteration 0F: 2 clusters Score -829992.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -824479.125000 Penalty: 4364.557617
	Iteration 0F: 3 clusters Score -824479.1 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -825973.500000 Penalty: 4364.557617
	Iteration 1F: 3 clusters Score -825973.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -826251.000000 Penalty: 4364.557617
	Iteration 2F: 3 clusters Score -826251 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -826427.875000 Penalty: 4364.557617
	Iteration 3F: 3 clusters Score -826427.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -826552.812500 Penalty: 4364.557617
	Iteration 4Q: 3 clusters Score -826552.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -826676.125000 Penalty: 4364.557617
	Iteration 5Q: 3 clusters Score -826676.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -826791.375000 Penalty: 4364.557617
	Iteration 6Q: 3 clusters Score -826791.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -826910.937500 Penalty: 4364.557617
	Iteration 7Q: 3 clusters Score -826910.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -827038.812500 Penalty: 4364.557617
	Iteration 8Q: 3 clusters Score -827038.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -827187.625000 Penalty: 4364.557617
	Iteration 9Q: 3 clusters Score -827187.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -827310.187500 Penalty: 4364.557617
	Iteration 10Q: 3 clusters Score -827310.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -827411.000000 Penalty: 4364.557617
	Iteration 11Q: 3 clusters Score -827411 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -827488.812500 Penalty: 4364.557617
	Iteration 12Q: 3 clusters Score -827488.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -827559.500000 Penalty: 4364.557617
	Iteration 13Q: 3 clusters Score -827559.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -827622.375000 Penalty: 4364.557617
	Iteration 14Q: 3 clusters Score -827622.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -827689.187500 Penalty: 4364.557617
	Iteration 15Q: 3 clusters Score -827689.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -827748.812500 Penalty: 4364.557617
	Iteration 16Q: 3 clusters Score -827748.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -827800.437500 Penalty: 4364.557617
	Iteration 17Q: 3 clusters Score -827800.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -827831.250000 Penalty: 4364.557617
	Iteration 18Q: 3 clusters Score -827831.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -827862.562500 Penalty: 4364.557617
	Iteration 19Q: 3 clusters Score -827862.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -827883.500000 Penalty: 4364.557617
	Iteration 20F: 3 clusters Score -827883.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -827900.312500 Penalty: 4364.557617
	Iteration 21Q: 3 clusters Score -827900.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -827915.062500 Penalty: 4364.557617
	Iteration 22Q: 3 clusters Score -827915.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -827931.687500 Penalty: 4364.557617
	Iteration 23Q: 3 clusters Score -827931.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -827947.250000 Penalty: 4364.557617
	Iteration 24Q: 3 clusters Score -827947.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -827959.250000 Penalty: 4364.557617
	Iteration 25Q: 3 clusters Score -827959.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -827967.062500 Penalty: 4364.557617
	Iteration 26Q: 3 clusters Score -827967.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -827977.375000 Penalty: 4364.557617
	Iteration 27Q: 3 clusters Score -827977.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -827988.312500 Penalty: 4364.557617
	Iteration 28Q: 3 clusters Score -827988.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -827999.187500 Penalty: 4364.557617
	Iteration 29Q: 3 clusters Score -827999.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -828009.500000 Penalty: 4364.557617
	Iteration 30Q: 3 clusters Score -828009.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -828014.500000 Penalty: 4364.557617
	Iteration 31Q: 3 clusters Score -828014.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -828022.187500 Penalty: 4364.557617
	Iteration 32Q: 3 clusters Score -828022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -828025.625000 Penalty: 4364.557617
	Iteration 33Q: 3 clusters Score -828025.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -828033.500000 Penalty: 4364.557617
	Iteration 34Q: 3 clusters Score -828033.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -828036.562500 Penalty: 4364.557617
	Iteration 35Q: 3 clusters Score -828036.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -828040.375000 Penalty: 4364.557617
	Iteration 36Q: 3 clusters Score -828040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -828042.187500 Penalty: 4364.557617
	Iteration 37Q: 3 clusters Score -828042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -828044.062500 Penalty: 4364.557617
	Iteration 38Q: 3 clusters Score -828044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -828043.125000 Penalty: 4364.557617
	Iteration 39Q: 3 clusters Score -828043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -828046.500000 Penalty: 4364.557617
	Iteration 40F: 3 clusters Score -828046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -828048.000000 Penalty: 4364.557617
	Iteration 41Q: 3 clusters Score -828048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -828050.250000 Penalty: 4364.557617
	Iteration 42Q: 3 clusters Score -828050.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -828052.062500 Penalty: 4364.557617
	Iteration 43Q: 3 clusters Score -828052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -828053.812500 Penalty: 4364.557617
	Iteration 44Q: 3 clusters Score -828053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -828054.750000 Penalty: 4364.557617
	Iteration 45Q: 3 clusters Score -828054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -828056.937500 Penalty: 4364.557617
	Iteration 46Q: 3 clusters Score -828056.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -828056.625000 Penalty: 4364.557617
	Iteration 47Q: 3 clusters Score -828056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -828056.687500 Penalty: 4364.557617
	Iteration 48Q: 3 clusters Score -828056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -828056.687500 Penalty: 4364.557617
	Iteration 49F: 3 clusters Score -828056.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Entering Unmasked Estep 
Score: -3231567.750000 Penalty: 2509.332520
	Iteration 0F: 2 clusters Score -3231568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3214419.500000 Penalty: 5018.665039
	Iteration 0F: 3 clusters Score -3214420 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3220322.750000 Penalty: 5018.665039
	Iteration 1F: 3 clusters Score -3220323 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3220923.500000 Penalty: 5018.665039
	Iteration 2F: 3 clusters Score -3220924 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3221649.500000 Penalty: 5018.665039
	Iteration 3F: 3 clusters Score -3221650 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3222623.750000 Penalty: 5018.665039
	Iteration 4F: 3 clusters Score -3222624 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3223806.250000 Penalty: 5018.665039
	Iteration 5F: 3 clusters Score -3223806 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3225163.500000 Penalty: 5018.665039
	Iteration 6F: 3 clusters Score -3225164 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3226523.250000 Penalty: 5018.665039
	Iteration 7F: 3 clusters Score -3226523 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3227697.750000 Penalty: 5018.665039
	Iteration 8F: 3 clusters Score -3227698 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3228403.250000 Penalty: 5018.665039
	Iteration 9Q: 3 clusters Score -3228403 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3228853.750000 Penalty: 5018.665039
	Iteration 10Q: 3 clusters Score -3228854 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3229232.750000 Penalty: 5018.665039
	Iteration 11Q: 3 clusters Score -3229233 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3229524.000000 Penalty: 5018.665039
	Iteration 12Q: 3 clusters Score -3229524 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3229809.250000 Penalty: 5018.665039
	Iteration 13Q: 3 clusters Score -3229809 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3230000.500000 Penalty: 5018.665039
	Iteration 14Q: 3 clusters Score -3230000 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3230138.750000 Penalty: 5018.665039
	Iteration 15Q: 3 clusters Score -3230139 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3230239.750000 Penalty: 5018.665039
	Iteration 16Q: 3 clusters Score -3230240 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3230314.500000 Penalty: 5018.665039
	Iteration 17Q: 3 clusters Score -3230314 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3230401.750000 Penalty: 5018.665039
	Iteration 18Q: 3 clusters Score -3230402 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3230461.000000 Penalty: 5018.665039
	Iteration 19Q: 3 clusters Score -3230461 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3230519.750000 Penalty: 5018.665039
	Iteration 20F: 3 clusters Score -3230520 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3230580.250000 Penalty: 5018.665039
	Iteration 21Q: 3 clusters Score -3230580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3230647.500000 Penalty: 5018.665039
	Iteration 22Q: 3 clusters Score -3230648 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3230705.000000 Penalty: 5018.665039
	Iteration 23Q: 3 clusters Score -3230705 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3230779.750000 Penalty: 5018.665039
	Iteration 24Q: 3 clusters Score -3230780 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3230822.500000 Penalty: 5018.665039
	Iteration 25Q: 3 clusters Score -3230822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3230861.750000 Penalty: 5018.665039
	Iteration 26Q: 3 clusters Score -3230862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3230892.250000 Penalty: 5018.665039
	Iteration 27Q: 3 clusters Score -3230892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3230902.500000 Penalty: 5018.665039
	Iteration 28Q: 3 clusters Score -3230902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3230923.500000 Penalty: 5018.665039
	Iteration 29Q: 3 clusters Score -3230924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3230937.000000 Penalty: 5018.665039
	Iteration 30Q: 3 clusters Score -3230937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3230950.750000 Penalty: 5018.665039
	Iteration 31Q: 3 clusters Score -3230951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3230953.750000 Penalty: 5018.665039
	Iteration 32Q: 3 clusters Score -3230954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3230965.000000 Penalty: 5018.665039
	Iteration 33Q: 3 clusters Score -3230965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3230968.750000 Penalty: 5018.665039
	Iteration 34Q: 3 clusters Score -3230969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3230972.000000 Penalty: 5018.665039
	Iteration 35Q: 3 clusters Score -3230972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3230971.500000 Penalty: 5018.665039
	Iteration 36Q: 3 clusters Score -3230972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3230980.250000 Penalty: 5018.665039
	Iteration 37Q: 3 clusters Score -3230980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3230975.750000 Penalty: 5018.665039
	Iteration 38Q: 3 clusters Score -3230976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3230974.250000 Penalty: 5018.665039
	Iteration 39Q: 3 clusters Score -3230974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3230978.500000 Penalty: 5018.665039
	Iteration 40F: 3 clusters Score -3230978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3230984.500000 Penalty: 5018.665039
	Iteration 41Q: 3 clusters Score -3230984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3230984.250000 Penalty: 5018.665039
	Iteration 42Q: 3 clusters Score -3230984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3230981.250000 Penalty: 5018.665039
	Iteration 43Q: 3 clusters Score -3230981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3230981.750000 Penalty: 5018.665039
	Iteration 44Q: 3 clusters Score -3230982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3230980.000000 Penalty: 5018.665039
	Iteration 45Q: 3 clusters Score -3230980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3230978.000000 Penalty: 5018.665039
	Iteration 46Q: 3 clusters Score -3230978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3230982.750000 Penalty: 5018.665039
	Iteration 47Q: 3 clusters Score -3230983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3230982.000000 Penalty: 5018.665039
	Iteration 48Q: 3 clusters Score -3230982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3230983.000000 Penalty: 5018.665039
	Iteration 49Q: 3 clusters Score -3230983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3230982.750000 Penalty: 5018.665039
	Iteration 50Q: 3 clusters Score -3230983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3230990.000000 Penalty: 5018.665039
	Iteration 51Q: 3 clusters Score -3230990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3230989.000000 Penalty: 5018.665039
	Iteration 52Q: 3 clusters Score -3230989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3230989.000000 Penalty: 5018.665039
	Iteration 53F: 3 clusters Score -3230989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Entering Unmasked Estep 
Score: -1129513.500000 Penalty: 2247.509033
	Iteration 0F: 2 clusters Score -1129514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1122662.375000 Penalty: 4495.018066
	Iteration 0F: 3 clusters Score -1122662 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1124455.875000 Penalty: 4495.018066
	Iteration 1F: 3 clusters Score -1124456 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1124727.625000 Penalty: 4495.018066
	Iteration 2F: 3 clusters Score -1124728 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1124915.875000 Penalty: 4495.018066
	Iteration 3Q: 3 clusters Score -1124916 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1125053.000000 Penalty: 4495.018066
	Iteration 4Q: 3 clusters Score -1125053 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1125157.125000 Penalty: 4495.018066
	Iteration 5Q: 3 clusters Score -1125157 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1125256.000000 Penalty: 4495.018066
	Iteration 6Q: 3 clusters Score -1125256 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1125355.000000 Penalty: 4495.018066
	Iteration 7Q: 3 clusters Score -1125355 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1125466.000000 Penalty: 4495.018066
	Iteration 8Q: 3 clusters Score -1125466 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1125589.500000 Penalty: 4495.018066
	Iteration 9Q: 3 clusters Score -1125590 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1125731.375000 Penalty: 4495.018066
	Iteration 10Q: 3 clusters Score -1125731 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1125893.625000 Penalty: 4495.018066
	Iteration 11Q: 3 clusters Score -1125894 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1126069.000000 Penalty: 4495.018066
	Iteration 12Q: 3 clusters Score -1126069 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1126247.625000 Penalty: 4495.018066
	Iteration 13Q: 3 clusters Score -1126248 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1126455.125000 Penalty: 4495.018066
	Iteration 14Q: 3 clusters Score -1126455 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1126678.000000 Penalty: 4495.018066
	Iteration 15Q: 3 clusters Score -1126678 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1126878.125000 Penalty: 4495.018066
	Iteration 16Q: 3 clusters Score -1126878 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1127063.500000 Penalty: 4495.018066
	Iteration 17Q: 3 clusters Score -1127064 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1127207.375000 Penalty: 4495.018066
	Iteration 18Q: 3 clusters Score -1127207 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1127296.125000 Penalty: 4495.018066
	Iteration 19Q: 3 clusters Score -1127296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1127377.375000 Penalty: 4495.018066
	Iteration 20F: 3 clusters Score -1127377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1127431.875000 Penalty: 4495.018066
	Iteration 21Q: 3 clusters Score -1127432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1127459.250000 Penalty: 4495.018066
	Iteration 22Q: 3 clusters Score -1127459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1127476.250000 Penalty: 4495.018066
	Iteration 23Q: 3 clusters Score -1127476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1127491.375000 Penalty: 4495.018066
	Iteration 24Q: 3 clusters Score -1127491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1127499.250000 Penalty: 4495.018066
	Iteration 25Q: 3 clusters Score -1127499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1127503.375000 Penalty: 4495.018066
	Iteration 26Q: 3 clusters Score -1127503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1127506.875000 Penalty: 4495.018066
	Iteration 27Q: 3 clusters Score -1127507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1127512.750000 Penalty: 4495.018066
	Iteration 28Q: 3 clusters Score -1127513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1127520.250000 Penalty: 4495.018066
	Iteration 29Q: 3 clusters Score -1127520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1127527.000000 Penalty: 4495.018066
	Iteration 30Q: 3 clusters Score -1127527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1127529.125000 Penalty: 4495.018066
	Iteration 31Q: 3 clusters Score -1127529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1127534.000000 Penalty: 4495.018066
	Iteration 32Q: 3 clusters Score -1127534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1127540.875000 Penalty: 4495.018066
	Iteration 33Q: 3 clusters Score -1127541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1127545.750000 Penalty: 4495.018066
	Iteration 34Q: 3 clusters Score -1127546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1127546.625000 Penalty: 4495.018066
	Iteration 35Q: 3 clusters Score -1127547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1127548.125000 Penalty: 4495.018066
	Iteration 36Q: 3 clusters Score -1127548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1127548.125000 Penalty: 4495.018066
	Iteration 37F: 3 clusters Score -1127548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Entering Unmasked Estep 
Score: -1317362.625000 Penalty: 2287.465332
	Iteration 0F: 2 clusters Score -1317363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1309593.625000 Penalty: 4574.930664
	Iteration 0F: 3 clusters Score -1309594 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1311847.250000 Penalty: 4574.930664
	Iteration 1F: 3 clusters Score -1311847 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1312139.000000 Penalty: 4574.930664
	Iteration 2F: 3 clusters Score -1312139 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1312360.250000 Penalty: 4574.930664
	Iteration 3Q: 3 clusters Score -1312360 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1312530.875000 Penalty: 4574.930664
	Iteration 4Q: 3 clusters Score -1312531 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1312688.875000 Penalty: 4574.930664
	Iteration 5Q: 3 clusters Score -1312689 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1312845.500000 Penalty: 4574.930664
	Iteration 6Q: 3 clusters Score -1312846 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1313004.250000 Penalty: 4574.930664
	Iteration 7Q: 3 clusters Score -1313004 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1313171.625000 Penalty: 4574.930664
	Iteration 8Q: 3 clusters Score -1313172 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1313331.000000 Penalty: 4574.930664
	Iteration 9Q: 3 clusters Score -1313331 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1313515.875000 Penalty: 4574.930664
	Iteration 10Q: 3 clusters Score -1313516 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1313740.000000 Penalty: 4574.930664
	Iteration 11Q: 3 clusters Score -1313740 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1313982.250000 Penalty: 4574.930664
	Iteration 12Q: 3 clusters Score -1313982 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1314229.125000 Penalty: 4574.930664
	Iteration 13Q: 3 clusters Score -1314229 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1314433.875000 Penalty: 4574.930664
	Iteration 14Q: 3 clusters Score -1314434 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1314591.875000 Penalty: 4574.930664
	Iteration 15Q: 3 clusters Score -1314592 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1314703.625000 Penalty: 4574.930664
	Iteration 16Q: 3 clusters Score -1314704 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1314798.875000 Penalty: 4574.930664
	Iteration 17Q: 3 clusters Score -1314799 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1314878.625000 Penalty: 4574.930664
	Iteration 18Q: 3 clusters Score -1314879 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1314951.500000 Penalty: 4574.930664
	Iteration 19Q: 3 clusters Score -1314952 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1315029.500000 Penalty: 4574.930664
	Iteration 20F: 3 clusters Score -1315030 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1315104.250000 Penalty: 4574.930664
	Iteration 21Q: 3 clusters Score -1315104 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1315167.625000 Penalty: 4574.930664
	Iteration 22Q: 3 clusters Score -1315168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1315222.250000 Penalty: 4574.930664
	Iteration 23Q: 3 clusters Score -1315222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1315268.750000 Penalty: 4574.930664
	Iteration 24Q: 3 clusters Score -1315269 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1315311.625000 Penalty: 4574.930664
	Iteration 25Q: 3 clusters Score -1315312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1315346.750000 Penalty: 4574.930664
	Iteration 26Q: 3 clusters Score -1315347 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1315377.625000 Penalty: 4574.930664
	Iteration 27Q: 3 clusters Score -1315378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1315400.625000 Penalty: 4574.930664
	Iteration 28Q: 3 clusters Score -1315401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1315431.250000 Penalty: 4574.930664
	Iteration 29Q: 3 clusters Score -1315431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1315456.500000 Penalty: 4574.930664
	Iteration 30Q: 3 clusters Score -1315456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1315481.750000 Penalty: 4574.930664
	Iteration 31Q: 3 clusters Score -1315482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1315499.625000 Penalty: 4574.930664
	Iteration 32Q: 3 clusters Score -1315500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1315516.125000 Penalty: 4574.930664
	Iteration 33Q: 3 clusters Score -1315516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1315539.500000 Penalty: 4574.930664
	Iteration 34Q: 3 clusters Score -1315540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1315547.000000 Penalty: 4574.930664
	Iteration 35Q: 3 clusters Score -1315547 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1315565.375000 Penalty: 4574.930664
	Iteration 36Q: 3 clusters Score -1315565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1315578.125000 Penalty: 4574.930664
	Iteration 37Q: 3 clusters Score -1315578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1315592.875000 Penalty: 4574.930664
	Iteration 38Q: 3 clusters Score -1315593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1315608.375000 Penalty: 4574.930664
	Iteration 39Q: 3 clusters Score -1315608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1315619.750000 Penalty: 4574.930664
	Iteration 40F: 3 clusters Score -1315620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1315633.125000 Penalty: 4574.930664
	Iteration 41Q: 3 clusters Score -1315633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1315641.375000 Penalty: 4574.930664
	Iteration 42Q: 3 clusters Score -1315641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1315645.500000 Penalty: 4574.930664
	Iteration 43Q: 3 clusters Score -1315646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1315650.125000 Penalty: 4574.930664
	Iteration 44Q: 3 clusters Score -1315650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1315659.000000 Penalty: 4574.930664
	Iteration 45Q: 3 clusters Score -1315659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1315659.125000 Penalty: 4574.930664
	Iteration 46Q: 3 clusters Score -1315659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1315666.000000 Penalty: 4574.930664
	Iteration 47Q: 3 clusters Score -1315666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1315668.500000 Penalty: 4574.930664
	Iteration 48Q: 3 clusters Score -1315668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1315674.875000 Penalty: 4574.930664
	Iteration 49Q: 3 clusters Score -1315675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1315678.000000 Penalty: 4574.930664
	Iteration 50Q: 3 clusters Score -1315678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1315679.125000 Penalty: 4574.930664
	Iteration 51Q: 3 clusters Score -1315679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1315682.375000 Penalty: 4574.930664
	Iteration 52Q: 3 clusters Score -1315682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1315684.750000 Penalty: 4574.930664
	Iteration 53Q: 3 clusters Score -1315685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1315690.750000 Penalty: 4574.930664
	Iteration 54Q: 3 clusters Score -1315691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1315690.750000 Penalty: 4574.930664
	Iteration 55Q: 3 clusters Score -1315691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1315693.875000 Penalty: 4574.930664
	Iteration 56Q: 3 clusters Score -1315694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1315694.875000 Penalty: 4574.930664
	Iteration 57Q: 3 clusters Score -1315695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1315694.375000 Penalty: 4574.930664
	Iteration 58Q: 3 clusters Score -1315694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1315695.375000 Penalty: 4574.930664
	Iteration 59Q: 3 clusters Score -1315695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1315695.625000 Penalty: 4574.930664
	Iteration 60F: 3 clusters Score -1315696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1315693.750000 Penalty: 4574.930664
	Iteration 61Q: 3 clusters Score -1315694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1315694.250000 Penalty: 4574.930664
	Iteration 62Q: 3 clusters Score -1315694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1315695.625000 Penalty: 4574.930664
	Iteration 63Q: 3 clusters Score -1315696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1315696.250000 Penalty: 4574.930664
	Iteration 64Q: 3 clusters Score -1315696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1315697.875000 Penalty: 4574.930664
	Iteration 65Q: 3 clusters Score -1315698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1315697.750000 Penalty: 4574.930664
	Iteration 66Q: 3 clusters Score -1315698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1315697.750000 Penalty: 4574.930664
	Iteration 67F: 3 clusters Score -1315698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Entering Unmasked Estep 
Score: -12716578.000000 Penalty: 2846.693604
	Iteration 0F: 2 clusters Score -1.271658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -12651994.000000 Penalty: 5693.387207
	Iteration 0F: 3 clusters Score -1.265199e+07 nChanged 45561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -12678044.000000 Penalty: 5693.387207
	Iteration 1F: 3 clusters Score -1.267804e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -12678699.000000 Penalty: 5693.387207
	Iteration 2Q: 3 clusters Score -1.26787e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -12679447.000000 Penalty: 5693.387207
	Iteration 3Q: 3 clusters Score -1.267945e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -12680329.000000 Penalty: 5693.387207
	Iteration 4Q: 3 clusters Score -1.268033e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -12681633.000000 Penalty: 5693.387207
	Iteration 5Q: 3 clusters Score -1.268163e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -12683733.000000 Penalty: 5693.387207
	Iteration 6Q: 3 clusters Score -1.268373e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -12686901.000000 Penalty: 5693.387207
	Iteration 7F: 3 clusters Score -1.26869e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -12692200.000000 Penalty: 5693.387207
	Iteration 8F: 3 clusters Score -1.26922e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -12699126.000000 Penalty: 5693.387207
	Iteration 9F: 3 clusters Score -1.269913e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -12705906.000000 Penalty: 5693.387207
	Iteration 10F: 3 clusters Score -1.270591e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -12710404.000000 Penalty: 5693.387207
	Iteration 11Q: 3 clusters Score -1.27104e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -12712609.000000 Penalty: 5693.387207
	Iteration 12Q: 3 clusters Score -1.271261e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -12713546.000000 Penalty: 5693.387207
	Iteration 13Q: 3 clusters Score -1.271355e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -12714004.000000 Penalty: 5693.387207
	Iteration 14Q: 3 clusters Score -1.2714e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -12714234.000000 Penalty: 5693.387207
	Iteration 15Q: 3 clusters Score -1.271423e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -12714349.000000 Penalty: 5693.387207
	Iteration 16Q: 3 clusters Score -1.271435e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -12714425.000000 Penalty: 5693.387207
	Iteration 17Q: 3 clusters Score -1.271442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -12714455.000000 Penalty: 5693.387207
	Iteration 18Q: 3 clusters Score -1.271446e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -12714490.000000 Penalty: 5693.387207
	Iteration 19Q: 3 clusters Score -1.271449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -12714524.000000 Penalty: 5693.387207
	Iteration 20F: 3 clusters Score -1.271452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -12714532.000000 Penalty: 5693.387207
	Iteration 21Q: 3 clusters Score -1.271453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -12714559.000000 Penalty: 5693.387207
	Iteration 22Q: 3 clusters Score -1.271456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -12714545.000000 Penalty: 5693.387207
	Iteration 23Q: 3 clusters Score -1.271454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -12714566.000000 Penalty: 5693.387207
	Iteration 24Q: 3 clusters Score -1.271457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -12714578.000000 Penalty: 5693.387207
	Iteration 25Q: 3 clusters Score -1.271458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -12714588.000000 Penalty: 5693.387207
	Iteration 26Q: 3 clusters Score -1.271459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -12714587.000000 Penalty: 5693.387207
	Iteration 27Q: 3 clusters Score -1.271459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -12714590.000000 Penalty: 5693.387207
	Iteration 28Q: 3 clusters Score -1.271459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -12714599.000000 Penalty: 5693.387207
	Iteration 29Q: 3 clusters Score -1.27146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -12714609.000000 Penalty: 5693.387207
	Iteration 30Q: 3 clusters Score -1.271461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -12714602.000000 Penalty: 5693.387207
	Iteration 31Q: 3 clusters Score -1.27146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -12714619.000000 Penalty: 5693.387207
	Iteration 32Q: 3 clusters Score -1.271462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -12714623.000000 Penalty: 5693.387207
	Iteration 33Q: 3 clusters Score -1.271462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -12714630.000000 Penalty: 5693.387207
	Iteration 34Q: 3 clusters Score -1.271463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -12714635.000000 Penalty: 5693.387207
	Iteration 35Q: 3 clusters Score -1.271464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -12714632.000000 Penalty: 5693.387207
	Iteration 36Q: 3 clusters Score -1.271463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -12714632.000000 Penalty: 5693.387207
	Iteration 37F: 3 clusters Score -1.271463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1695671.750000 Penalty: 2346.661133
	Iteration 0F: 2 clusters Score -1695672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1686208.125000 Penalty: 4693.322266
	Iteration 0F: 3 clusters Score -1686208 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1689117.000000 Penalty: 4693.322266
	Iteration 1F: 3 clusters Score -1689117 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1689553.875000 Penalty: 4693.322266
	Iteration 2F: 3 clusters Score -1689554 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1689893.625000 Penalty: 4693.322266
	Iteration 3F: 3 clusters Score -1689894 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1690229.875000 Penalty: 4693.322266
	Iteration 4F: 3 clusters Score -1690230 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1690570.875000 Penalty: 4693.322266
	Iteration 5Q: 3 clusters Score -1690571 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1690891.750000 Penalty: 4693.322266
	Iteration 6Q: 3 clusters Score -1690892 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1691205.125000 Penalty: 4693.322266
	Iteration 7Q: 3 clusters Score -1691205 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1691477.625000 Penalty: 4693.322266
	Iteration 8Q: 3 clusters Score -1691478 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1691723.250000 Penalty: 4693.322266
	Iteration 9Q: 3 clusters Score -1691723 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1691961.750000 Penalty: 4693.322266
	Iteration 10Q: 3 clusters Score -1691962 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1692114.125000 Penalty: 4693.322266
	Iteration 11Q: 3 clusters Score -1692114 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1692219.500000 Penalty: 4693.322266
	Iteration 12Q: 3 clusters Score -1692220 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1692291.500000 Penalty: 4693.322266
	Iteration 13Q: 3 clusters Score -1692292 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1692331.750000 Penalty: 4693.322266
	Iteration 14Q: 3 clusters Score -1692332 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1692369.125000 Penalty: 4693.322266
	Iteration 15Q: 3 clusters Score -1692369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1692392.625000 Penalty: 4693.322266
	Iteration 16Q: 3 clusters Score -1692393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1692419.125000 Penalty: 4693.322266
	Iteration 17Q: 3 clusters Score -1692419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1692447.500000 Penalty: 4693.322266
	Iteration 18Q: 3 clusters Score -1692448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1692473.875000 Penalty: 4693.322266
	Iteration 19Q: 3 clusters Score -1692474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1692493.625000 Penalty: 4693.322266
	Iteration 20F: 3 clusters Score -1692494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1692515.250000 Penalty: 4693.322266
	Iteration 21Q: 3 clusters Score -1692515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1692530.125000 Penalty: 4693.322266
	Iteration 22Q: 3 clusters Score -1692530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1692548.250000 Penalty: 4693.322266
	Iteration 23Q: 3 clusters Score -1692548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1692571.625000 Penalty: 4693.322266
	Iteration 24Q: 3 clusters Score -1692572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1692593.750000 Penalty: 4693.322266
	Iteration 25Q: 3 clusters Score -1692594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1692615.500000 Penalty: 4693.322266
	Iteration 26Q: 3 clusters Score -1692616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1692635.125000 Penalty: 4693.322266
	Iteration 27Q: 3 clusters Score -1692635 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1692655.875000 Penalty: 4693.322266
	Iteration 28Q: 3 clusters Score -1692656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1692678.375000 Penalty: 4693.322266
	Iteration 29Q: 3 clusters Score -1692678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1692703.625000 Penalty: 4693.322266
	Iteration 30Q: 3 clusters Score -1692704 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1692724.625000 Penalty: 4693.322266
	Iteration 31Q: 3 clusters Score -1692725 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1692765.375000 Penalty: 4693.322266
	Iteration 32Q: 3 clusters Score -1692765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1692804.125000 Penalty: 4693.322266
	Iteration 33Q: 3 clusters Score -1692804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1692854.750000 Penalty: 4693.322266
	Iteration 34Q: 3 clusters Score -1692855 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1692921.500000 Penalty: 4693.322266
	Iteration 35Q: 3 clusters Score -1692922 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1692984.750000 Penalty: 4693.322266
	Iteration 36Q: 3 clusters Score -1692985 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1693050.500000 Penalty: 4693.322266
	Iteration 37Q: 3 clusters Score -1693050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1693105.375000 Penalty: 4693.322266
	Iteration 38Q: 3 clusters Score -1693105 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1693144.125000 Penalty: 4693.322266
	Iteration 39Q: 3 clusters Score -1693144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1693179.000000 Penalty: 4693.322266
	Iteration 40F: 3 clusters Score -1693179 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1693226.250000 Penalty: 4693.322266
	Iteration 41Q: 3 clusters Score -1693226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1693256.375000 Penalty: 4693.322266
	Iteration 42Q: 3 clusters Score -1693256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1693282.875000 Penalty: 4693.322266
	Iteration 43Q: 3 clusters Score -1693283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1693306.000000 Penalty: 4693.322266
	Iteration 44Q: 3 clusters Score -1693306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1693328.875000 Penalty: 4693.322266
	Iteration 45Q: 3 clusters Score -1693329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1693344.000000 Penalty: 4693.322266
	Iteration 46Q: 3 clusters Score -1693344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1693356.625000 Penalty: 4693.322266
	Iteration 47Q: 3 clusters Score -1693357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1693366.000000 Penalty: 4693.322266
	Iteration 48Q: 3 clusters Score -1693366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1693383.000000 Penalty: 4693.322266
	Iteration 49Q: 3 clusters Score -1693383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1693386.125000 Penalty: 4693.322266
	Iteration 50Q: 3 clusters Score -1693386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1693392.750000 Penalty: 4693.322266
	Iteration 51Q: 3 clusters Score -1693393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1693406.625000 Penalty: 4693.322266
	Iteration 52Q: 3 clusters Score -1693407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1693416.000000 Penalty: 4693.322266
	Iteration 53Q: 3 clusters Score -1693416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1693423.750000 Penalty: 4693.322266
	Iteration 54Q: 3 clusters Score -1693424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1693428.625000 Penalty: 4693.322266
	Iteration 55Q: 3 clusters Score -1693429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1693432.500000 Penalty: 4693.322266
	Iteration 56Q: 3 clusters Score -1693432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1693438.500000 Penalty: 4693.322266
	Iteration 57Q: 3 clusters Score -1693438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1693436.750000 Penalty: 4693.322266
	Iteration 58Q: 3 clusters Score -1693437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1693437.250000 Penalty: 4693.322266
	Iteration 59Q: 3 clusters Score -1693437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1693438.875000 Penalty: 4693.322266
	Iteration 60F: 3 clusters Score -1693439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1693438.375000 Penalty: 4693.322266
	Iteration 61Q: 3 clusters Score -1693438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1693437.125000 Penalty: 4693.322266
	Iteration 62Q: 3 clusters Score -1693437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1693439.500000 Penalty: 4693.322266
	Iteration 63Q: 3 clusters Score -1693440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1693439.750000 Penalty: 4693.322266
	Iteration 64Q: 3 clusters Score -1693440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1693441.000000 Penalty: 4693.322266
	Iteration 65Q: 3 clusters Score -1693441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1693439.750000 Penalty: 4693.322266
	Iteration 66Q: 3 clusters Score -1693440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1693439.750000 Penalty: 4693.322266
	Iteration 67F: 3 clusters Score -1693440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Entering Unmasked Estep 
Score: -2523120.000000 Penalty: 2450.509766
	Iteration 0F: 2 clusters Score -2523120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2509415.500000 Penalty: 4901.019531
	Iteration 0F: 3 clusters Score -2509416 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2513942.250000 Penalty: 4901.019531
	Iteration 1F: 3 clusters Score -2513942 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2514327.750000 Penalty: 4901.019531
	Iteration 2F: 3 clusters Score -2514328 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2514665.500000 Penalty: 4901.019531
	Iteration 3Q: 3 clusters Score -2514666 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2514976.500000 Penalty: 4901.019531
	Iteration 4Q: 3 clusters Score -2514976 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2515288.500000 Penalty: 4901.019531
	Iteration 5Q: 3 clusters Score -2515288 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2515594.500000 Penalty: 4901.019531
	Iteration 6Q: 3 clusters Score -2515594 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2515976.500000 Penalty: 4901.019531
	Iteration 7Q: 3 clusters Score -2515976 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2516433.750000 Penalty: 4901.019531
	Iteration 8Q: 3 clusters Score -2516434 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2516993.250000 Penalty: 4901.019531
	Iteration 9Q: 3 clusters Score -2516993 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2517743.250000 Penalty: 4901.019531
	Iteration 10F: 3 clusters Score -2517743 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2518551.250000 Penalty: 4901.019531
	Iteration 11F: 3 clusters Score -2518551 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2519344.750000 Penalty: 4901.019531
	Iteration 12Q: 3 clusters Score -2519345 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2520031.500000 Penalty: 4901.019531
	Iteration 13Q: 3 clusters Score -2520032 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2520520.000000 Penalty: 4901.019531
	Iteration 14Q: 3 clusters Score -2520520 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2520799.500000 Penalty: 4901.019531
	Iteration 15Q: 3 clusters Score -2520800 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2521002.250000 Penalty: 4901.019531
	Iteration 16Q: 3 clusters Score -2521002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2521107.000000 Penalty: 4901.019531
	Iteration 17Q: 3 clusters Score -2521107 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2521162.000000 Penalty: 4901.019531
	Iteration 18Q: 3 clusters Score -2521162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2521191.750000 Penalty: 4901.019531
	Iteration 19Q: 3 clusters Score -2521192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2521205.000000 Penalty: 4901.019531
	Iteration 20F: 3 clusters Score -2521205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2521224.250000 Penalty: 4901.019531
	Iteration 21Q: 3 clusters Score -2521224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2521246.000000 Penalty: 4901.019531
	Iteration 22Q: 3 clusters Score -2521246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2521270.500000 Penalty: 4901.019531
	Iteration 23Q: 3 clusters Score -2521270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2521283.500000 Penalty: 4901.019531
	Iteration 24Q: 3 clusters Score -2521284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2521293.750000 Penalty: 4901.019531
	Iteration 25Q: 3 clusters Score -2521294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2521301.000000 Penalty: 4901.019531
	Iteration 26Q: 3 clusters Score -2521301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2521302.500000 Penalty: 4901.019531
	Iteration 27Q: 3 clusters Score -2521302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2521307.250000 Penalty: 4901.019531
	Iteration 28Q: 3 clusters Score -2521307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2521309.500000 Penalty: 4901.019531
	Iteration 29Q: 3 clusters Score -2521310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2521309.250000 Penalty: 4901.019531
	Iteration 30Q: 3 clusters Score -2521309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2521310.000000 Penalty: 4901.019531
	Iteration 31Q: 3 clusters Score -2521310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2521311.500000 Penalty: 4901.019531
	Iteration 32Q: 3 clusters Score -2521312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2521311.500000 Penalty: 4901.019531
	Iteration 33Q: 3 clusters Score -2521312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2521312.000000 Penalty: 4901.019531
	Iteration 34Q: 3 clusters Score -2521312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2521315.750000 Penalty: 4901.019531
	Iteration 35Q: 3 clusters Score -2521316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2521315.500000 Penalty: 4901.019531
	Iteration 36Q: 3 clusters Score -2521316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2521322.000000 Penalty: 4901.019531
	Iteration 37Q: 3 clusters Score -2521322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2521323.250000 Penalty: 4901.019531
	Iteration 38Q: 3 clusters Score -2521323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2521319.500000 Penalty: 4901.019531
	Iteration 39Q: 3 clusters Score -2521320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2521319.500000 Penalty: 4901.019531
	Iteration 40F: 3 clusters Score -2521320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -536893.687500 Penalty: 2084.863770
	Iteration 0F: 2 clusters Score -536893.7 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 2217 members 
Entering Unmasked Estep 
Score: -532704.312500 Penalty: 4169.727539
	Iteration 0F: 3 clusters Score -532704.3 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -533737.812500 Penalty: 4169.727539
	Iteration 1F: 3 clusters Score -533737.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -533940.687500 Penalty: 4169.727539
	Iteration 2F: 3 clusters Score -533940.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -534079.437500 Penalty: 4169.727539
	Iteration 3F: 3 clusters Score -534079.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -534186.437500 Penalty: 4169.727539
	Iteration 4Q: 3 clusters Score -534186.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -534268.000000 Penalty: 4169.727539
	Iteration 5Q: 3 clusters Score -534268 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -534351.937500 Penalty: 4169.727539
	Iteration 6Q: 3 clusters Score -534351.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -534422.000000 Penalty: 4169.727539
	Iteration 7Q: 3 clusters Score -534422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -534485.187500 Penalty: 4169.727539
	Iteration 8Q: 3 clusters Score -534485.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -534540.000000 Penalty: 4169.727539
	Iteration 9Q: 3 clusters Score -534540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -534585.062500 Penalty: 4169.727539
	Iteration 10Q: 3 clusters Score -534585.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -534623.687500 Penalty: 4169.727539
	Iteration 11Q: 3 clusters Score -534623.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -534653.125000 Penalty: 4169.727539
	Iteration 12Q: 3 clusters Score -534653.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -534693.187500 Penalty: 4169.727539
	Iteration 13Q: 3 clusters Score -534693.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -534724.312500 Penalty: 4169.727539
	Iteration 14Q: 3 clusters Score -534724.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -534749.812500 Penalty: 4169.727539
	Iteration 15Q: 3 clusters Score -534749.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -534779.500000 Penalty: 4169.727539
	Iteration 16Q: 3 clusters Score -534779.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -534808.687500 Penalty: 4169.727539
	Iteration 17Q: 3 clusters Score -534808.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -534839.937500 Penalty: 4169.727539
	Iteration 18Q: 3 clusters Score -534839.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -534861.000000 Penalty: 4169.727539
	Iteration 19Q: 3 clusters Score -534861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -534883.187500 Penalty: 4169.727539
	Iteration 20F: 3 clusters Score -534883.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -534902.562500 Penalty: 4169.727539
	Iteration 21Q: 3 clusters Score -534902.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -534920.500000 Penalty: 4169.727539
	Iteration 22Q: 3 clusters Score -534920.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -534937.937500 Penalty: 4169.727539
	Iteration 23Q: 3 clusters Score -534937.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -534955.500000 Penalty: 4169.727539
	Iteration 24Q: 3 clusters Score -534955.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -534971.000000 Penalty: 4169.727539
	Iteration 25Q: 3 clusters Score -534971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -534983.375000 Penalty: 4169.727539
	Iteration 26Q: 3 clusters Score -534983.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -534997.562500 Penalty: 4169.727539
	Iteration 27Q: 3 clusters Score -534997.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -535011.437500 Penalty: 4169.727539
	Iteration 28Q: 3 clusters Score -535011.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -535026.750000 Penalty: 4169.727539
	Iteration 29Q: 3 clusters Score -535026.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -535036.250000 Penalty: 4169.727539
	Iteration 30Q: 3 clusters Score -535036.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -535046.375000 Penalty: 4169.727539
	Iteration 31Q: 3 clusters Score -535046.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -535058.500000 Penalty: 4169.727539
	Iteration 32Q: 3 clusters Score -535058.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -535065.687500 Penalty: 4169.727539
	Iteration 33Q: 3 clusters Score -535065.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -535074.437500 Penalty: 4169.727539
	Iteration 34Q: 3 clusters Score -535074.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -535080.375000 Penalty: 4169.727539
	Iteration 35Q: 3 clusters Score -535080.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -535088.375000 Penalty: 4169.727539
	Iteration 36Q: 3 clusters Score -535088.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -535099.187500 Penalty: 4169.727539
	Iteration 37Q: 3 clusters Score -535099.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -535105.687500 Penalty: 4169.727539
	Iteration 38Q: 3 clusters Score -535105.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -535116.000000 Penalty: 4169.727539
	Iteration 39Q: 3 clusters Score -535116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -535125.937500 Penalty: 4169.727539
	Iteration 40F: 3 clusters Score -535125.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -535133.000000 Penalty: 4169.727539
	Iteration 41Q: 3 clusters Score -535133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -535140.500000 Penalty: 4169.727539
	Iteration 42Q: 3 clusters Score -535140.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -535145.250000 Penalty: 4169.727539
	Iteration 43Q: 3 clusters Score -535145.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -535148.125000 Penalty: 4169.727539
	Iteration 44Q: 3 clusters Score -535148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -535149.187500 Penalty: 4169.727539
	Iteration 45Q: 3 clusters Score -535149.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -535152.562500 Penalty: 4169.727539
	Iteration 46Q: 3 clusters Score -535152.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -535155.812500 Penalty: 4169.727539
	Iteration 47Q: 3 clusters Score -535155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -535156.500000 Penalty: 4169.727539
	Iteration 48Q: 3 clusters Score -535156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -535158.500000 Penalty: 4169.727539
	Iteration 49Q: 3 clusters Score -535158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -535160.312500 Penalty: 4169.727539
	Iteration 50Q: 3 clusters Score -535160.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -535161.375000 Penalty: 4169.727539
	Iteration 51Q: 3 clusters Score -535161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -535160.812500 Penalty: 4169.727539
	Iteration 52Q: 3 clusters Score -535160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -535163.125000 Penalty: 4169.727539
	Iteration 53Q: 3 clusters Score -535163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -535164.250000 Penalty: 4169.727539
	Iteration 54Q: 3 clusters Score -535164.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -535166.937500 Penalty: 4169.727539
	Iteration 55Q: 3 clusters Score -535166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -535171.562500 Penalty: 4169.727539
	Iteration 56Q: 3 clusters Score -535171.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -535174.937500 Penalty: 4169.727539
	Iteration 57Q: 3 clusters Score -535174.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -535180.937500 Penalty: 4169.727539
	Iteration 58Q: 3 clusters Score -535180.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -535185.125000 Penalty: 4169.727539
	Iteration 59Q: 3 clusters Score -535185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -535187.687500 Penalty: 4169.727539
	Iteration 60F: 3 clusters Score -535187.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -535193.625000 Penalty: 4169.727539
	Iteration 61Q: 3 clusters Score -535193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -535193.187500 Penalty: 4169.727539
	Iteration 62Q: 3 clusters Score -535193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -535194.687500 Penalty: 4169.727539
	Iteration 63Q: 3 clusters Score -535194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -535196.062500 Penalty: 4169.727539
	Iteration 64Q: 3 clusters Score -535196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -535196.500000 Penalty: 4169.727539
	Iteration 65Q: 3 clusters Score -535196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -535197.187500 Penalty: 4169.727539
	Iteration 66Q: 3 clusters Score -535197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -535197.312500 Penalty: 4169.727539
	Iteration 67Q: 3 clusters Score -535197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -535197.250000 Penalty: 4169.727539
	Iteration 68Q: 3 clusters Score -535197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -535197.250000 Penalty: 4169.727539
	Iteration 69F: 3 clusters Score -535197.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Entering Unmasked Estep 
Score: -3173266.750000 Penalty: 2516.364014
	Iteration 0F: 2 clusters Score -3173267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3155778.000000 Penalty: 5032.728027
	Iteration 0F: 3 clusters Score -3155778 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3161854.500000 Penalty: 5032.728027
	Iteration 1F: 3 clusters Score -3161854 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3162283.250000 Penalty: 5032.728027
	Iteration 2Q: 3 clusters Score -3162283 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3162629.000000 Penalty: 5032.728027
	Iteration 3Q: 3 clusters Score -3162629 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3162950.750000 Penalty: 5032.728027
	Iteration 4Q: 3 clusters Score -3162951 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3163266.000000 Penalty: 5032.728027
	Iteration 5Q: 3 clusters Score -3163266 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3163608.000000 Penalty: 5032.728027
	Iteration 6Q: 3 clusters Score -3163608 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3163939.750000 Penalty: 5032.728027
	Iteration 7Q: 3 clusters Score -3163940 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3164296.500000 Penalty: 5032.728027
	Iteration 8Q: 3 clusters Score -3164296 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3164683.750000 Penalty: 5032.728027
	Iteration 9Q: 3 clusters Score -3164684 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3165127.000000 Penalty: 5032.728027
	Iteration 10Q: 3 clusters Score -3165127 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3165607.500000 Penalty: 5032.728027
	Iteration 11Q: 3 clusters Score -3165608 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3166212.250000 Penalty: 5032.728027
	Iteration 12Q: 3 clusters Score -3166212 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3166846.000000 Penalty: 5032.728027
	Iteration 13Q: 3 clusters Score -3166846 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3167567.250000 Penalty: 5032.728027
	Iteration 14Q: 3 clusters Score -3167567 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3168303.250000 Penalty: 5032.728027
	Iteration 15Q: 3 clusters Score -3168303 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3168906.500000 Penalty: 5032.728027
	Iteration 16Q: 3 clusters Score -3168906 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3169400.500000 Penalty: 5032.728027
	Iteration 17Q: 3 clusters Score -3169400 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3169783.750000 Penalty: 5032.728027
	Iteration 18Q: 3 clusters Score -3169784 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3170095.500000 Penalty: 5032.728027
	Iteration 19Q: 3 clusters Score -3170096 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3170293.750000 Penalty: 5032.728027
	Iteration 20F: 3 clusters Score -3170294 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3170469.500000 Penalty: 5032.728027
	Iteration 21Q: 3 clusters Score -3170470 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3170590.500000 Penalty: 5032.728027
	Iteration 22Q: 3 clusters Score -3170590 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3170665.750000 Penalty: 5032.728027
	Iteration 23Q: 3 clusters Score -3170666 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3170742.000000 Penalty: 5032.728027
	Iteration 24Q: 3 clusters Score -3170742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3170812.500000 Penalty: 5032.728027
	Iteration 25Q: 3 clusters Score -3170812 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3170886.250000 Penalty: 5032.728027
	Iteration 26Q: 3 clusters Score -3170886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3170979.250000 Penalty: 5032.728027
	Iteration 27Q: 3 clusters Score -3170979 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3171074.000000 Penalty: 5032.728027
	Iteration 28Q: 3 clusters Score -3171074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3171143.750000 Penalty: 5032.728027
	Iteration 29Q: 3 clusters Score -3171144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3171184.750000 Penalty: 5032.728027
	Iteration 30Q: 3 clusters Score -3171185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3171227.250000 Penalty: 5032.728027
	Iteration 31Q: 3 clusters Score -3171227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3171269.750000 Penalty: 5032.728027
	Iteration 32Q: 3 clusters Score -3171270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3171298.750000 Penalty: 5032.728027
	Iteration 33Q: 3 clusters Score -3171299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3171333.750000 Penalty: 5032.728027
	Iteration 34Q: 3 clusters Score -3171334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3171366.000000 Penalty: 5032.728027
	Iteration 35Q: 3 clusters Score -3171366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3171387.500000 Penalty: 5032.728027
	Iteration 36Q: 3 clusters Score -3171388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3171404.500000 Penalty: 5032.728027
	Iteration 37Q: 3 clusters Score -3171404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3171409.750000 Penalty: 5032.728027
	Iteration 38Q: 3 clusters Score -3171410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3171419.000000 Penalty: 5032.728027
	Iteration 39Q: 3 clusters Score -3171419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3171418.750000 Penalty: 5032.728027
	Iteration 40F: 3 clusters Score -3171419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3171425.500000 Penalty: 5032.728027
	Iteration 41Q: 3 clusters Score -3171426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3171435.750000 Penalty: 5032.728027
	Iteration 42Q: 3 clusters Score -3171436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3171440.500000 Penalty: 5032.728027
	Iteration 43Q: 3 clusters Score -3171440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3171466.500000 Penalty: 5032.728027
	Iteration 44Q: 3 clusters Score -3171466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3171467.000000 Penalty: 5032.728027
	Iteration 45Q: 3 clusters Score -3171467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3171471.750000 Penalty: 5032.728027
	Iteration 46Q: 3 clusters Score -3171472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3171476.750000 Penalty: 5032.728027
	Iteration 47Q: 3 clusters Score -3171477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3171480.250000 Penalty: 5032.728027
	Iteration 48Q: 3 clusters Score -3171480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3171481.500000 Penalty: 5032.728027
	Iteration 49Q: 3 clusters Score -3171482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3171479.750000 Penalty: 5032.728027
	Iteration 50Q: 3 clusters Score -3171480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3171482.500000 Penalty: 5032.728027
	Iteration 51Q: 3 clusters Score -3171482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3171480.250000 Penalty: 5032.728027
	Iteration 52Q: 3 clusters Score -3171480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3171479.500000 Penalty: 5032.728027
	Iteration 53Q: 3 clusters Score -3171480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3171482.500000 Penalty: 5032.728027
	Iteration 54Q: 3 clusters Score -3171482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3171482.500000 Penalty: 5032.728027
	Iteration 55F: 3 clusters Score -3171482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Entering Unmasked Estep 
Score: -1303226.500000 Penalty: 2275.585693
	Iteration 0F: 2 clusters Score -1303226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1295713.250000 Penalty: 4551.171387
	Iteration 0F: 3 clusters Score -1295713 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1297890.125000 Penalty: 4551.171387
	Iteration 1F: 3 clusters Score -1297890 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1298181.250000 Penalty: 4551.171387
	Iteration 2F: 3 clusters Score -1298181 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1298364.125000 Penalty: 4551.171387
	Iteration 3Q: 3 clusters Score -1298364 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1298494.625000 Penalty: 4551.171387
	Iteration 4Q: 3 clusters Score -1298495 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1298590.000000 Penalty: 4551.171387
	Iteration 5Q: 3 clusters Score -1298590 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1298678.125000 Penalty: 4551.171387
	Iteration 6Q: 3 clusters Score -1298678 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1298763.875000 Penalty: 4551.171387
	Iteration 7Q: 3 clusters Score -1298764 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1298849.875000 Penalty: 4551.171387
	Iteration 8Q: 3 clusters Score -1298850 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1298941.625000 Penalty: 4551.171387
	Iteration 9Q: 3 clusters Score -1298942 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1299029.750000 Penalty: 4551.171387
	Iteration 10Q: 3 clusters Score -1299030 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1299115.250000 Penalty: 4551.171387
	Iteration 11Q: 3 clusters Score -1299115 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1299200.625000 Penalty: 4551.171387
	Iteration 12Q: 3 clusters Score -1299201 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1299322.500000 Penalty: 4551.171387
	Iteration 13Q: 3 clusters Score -1299322 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1299455.250000 Penalty: 4551.171387
	Iteration 14Q: 3 clusters Score -1299455 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1299623.625000 Penalty: 4551.171387
	Iteration 15Q: 3 clusters Score -1299624 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1299846.375000 Penalty: 4551.171387
	Iteration 16Q: 3 clusters Score -1299846 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1300091.000000 Penalty: 4551.171387
	Iteration 17Q: 3 clusters Score -1300091 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1300324.875000 Penalty: 4551.171387
	Iteration 18Q: 3 clusters Score -1300325 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1300553.875000 Penalty: 4551.171387
	Iteration 19Q: 3 clusters Score -1300554 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1300765.250000 Penalty: 4551.171387
	Iteration 20F: 3 clusters Score -1300765 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1300911.875000 Penalty: 4551.171387
	Iteration 21Q: 3 clusters Score -1300912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1301014.125000 Penalty: 4551.171387
	Iteration 22Q: 3 clusters Score -1301014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1301087.250000 Penalty: 4551.171387
	Iteration 23Q: 3 clusters Score -1301087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1301128.500000 Penalty: 4551.171387
	Iteration 24Q: 3 clusters Score -1301128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1301164.125000 Penalty: 4551.171387
	Iteration 25Q: 3 clusters Score -1301164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1301184.000000 Penalty: 4551.171387
	Iteration 26Q: 3 clusters Score -1301184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1301200.375000 Penalty: 4551.171387
	Iteration 27Q: 3 clusters Score -1301200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1301213.250000 Penalty: 4551.171387
	Iteration 28Q: 3 clusters Score -1301213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1301223.000000 Penalty: 4551.171387
	Iteration 29Q: 3 clusters Score -1301223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1301227.250000 Penalty: 4551.171387
	Iteration 30Q: 3 clusters Score -1301227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1301232.375000 Penalty: 4551.171387
	Iteration 31Q: 3 clusters Score -1301232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1301240.375000 Penalty: 4551.171387
	Iteration 32Q: 3 clusters Score -1301240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1301243.250000 Penalty: 4551.171387
	Iteration 33Q: 3 clusters Score -1301243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1301242.000000 Penalty: 4551.171387
	Iteration 34Q: 3 clusters Score -1301242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1301242.000000 Penalty: 4551.171387
	Iteration 35F: 3 clusters Score -1301242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -30340.015625 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -30340.02 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 150 members 
Entering Unmasked Estep 
Score: -29172.609375 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -29172.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29292.511719 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -29292.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29371.791016 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -29371.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29401.376953 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -29401.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29411.125000 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -29411.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29425.033203 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -29425.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29437.011719 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -29437.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29445.769531 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -29445.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29458.615234 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -29458.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29480.873047 Penalty: 2805.372070
	Iteration 9Q: 3 clusters Score -29480.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29495.107422 Penalty: 2805.372070
	Iteration 10Q: 3 clusters Score -29495.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29507.132812 Penalty: 2805.372070
	Iteration 11Q: 3 clusters Score -29507.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29515.150391 Penalty: 2805.372070
	Iteration 12Q: 3 clusters Score -29515.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29515.150391 Penalty: 2805.372070
	Iteration 13F: 3 clusters Score -29515.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -160897.234375 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -160897.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158729.078125 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -158729.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159143.234375 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -159143.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159283.546875 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -159283.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -159424.734375 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -159424.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -159613.578125 Penalty: 3571.410645
	Iteration 4F: 3 clusters Score -159613.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160011.265625 Penalty: 3571.410645
	Iteration 5F: 3 clusters Score -160011.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -160481.234375 Penalty: 3571.410645
	Iteration 6F: 3 clusters Score -160481.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -160703.734375 Penalty: 3571.410645
	Iteration 7F: 3 clusters Score -160703.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -160789.843750 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -160789.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -160847.734375 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -160847.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -160879.375000 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -160879.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -160896.625000 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -160896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -160901.609375 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -160901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -160904.796875 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -160904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160906.031250 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -160906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160906.718750 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -160906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160907.703125 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -160907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160908.828125 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -160908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160908.828125 Penalty: 3571.410645
	Iteration 18F: 3 clusters Score -160908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24792 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96626 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 25505 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 857 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 46420 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 17 contains 45001 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4925 members 
Mstep: Class 21 contains 483 members 
Entering Unmasked Estep 
Score: -42907620.000000 Penalty: 66272.132812
Splitting cluster 12 changes total score from -42908864.000000 to -42907620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Entering Unmasked Estep 
Score: -974322.750000 Penalty: 2211.293457
	Iteration 0F: 2 clusters Score -974322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -968296.625000 Penalty: 4422.586914
	Iteration 0F: 3 clusters Score -968296.6 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -969902.812500 Penalty: 4422.586914
	Iteration 1F: 3 clusters Score -969902.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -970160.562500 Penalty: 4422.586914
	Iteration 2F: 3 clusters Score -970160.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -970326.187500 Penalty: 4422.586914
	Iteration 3Q: 3 clusters Score -970326.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -970454.687500 Penalty: 4422.586914
	Iteration 4Q: 3 clusters Score -970454.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -970562.437500 Penalty: 4422.586914
	Iteration 5Q: 3 clusters Score -970562.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -970656.875000 Penalty: 4422.586914
	Iteration 6Q: 3 clusters Score -970656.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -970758.812500 Penalty: 4422.586914
	Iteration 7Q: 3 clusters Score -970758.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -970875.875000 Penalty: 4422.586914
	Iteration 8Q: 3 clusters Score -970875.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -971023.750000 Penalty: 4422.586914
	Iteration 9Q: 3 clusters Score -971023.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -971195.062500 Penalty: 4422.586914
	Iteration 10Q: 3 clusters Score -971195.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -971338.062500 Penalty: 4422.586914
	Iteration 11Q: 3 clusters Score -971338.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -971493.750000 Penalty: 4422.586914
	Iteration 12Q: 3 clusters Score -971493.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -971665.562500 Penalty: 4422.586914
	Iteration 13Q: 3 clusters Score -971665.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -971828.000000 Penalty: 4422.586914
	Iteration 14Q: 3 clusters Score -971828 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -971949.500000 Penalty: 4422.586914
	Iteration 15Q: 3 clusters Score -971949.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -972057.125000 Penalty: 4422.586914
	Iteration 16Q: 3 clusters Score -972057.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -972137.687500 Penalty: 4422.586914
	Iteration 17Q: 3 clusters Score -972137.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -972204.625000 Penalty: 4422.586914
	Iteration 18Q: 3 clusters Score -972204.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -972261.250000 Penalty: 4422.586914
	Iteration 19Q: 3 clusters Score -972261.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -972292.125000 Penalty: 4422.586914
	Iteration 20F: 3 clusters Score -972292.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -972329.687500 Penalty: 4422.586914
	Iteration 21Q: 3 clusters Score -972329.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -972356.000000 Penalty: 4422.586914
	Iteration 22Q: 3 clusters Score -972356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -972369.062500 Penalty: 4422.586914
	Iteration 23Q: 3 clusters Score -972369.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -972385.187500 Penalty: 4422.586914
	Iteration 24Q: 3 clusters Score -972385.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -972390.625000 Penalty: 4422.586914
	Iteration 25Q: 3 clusters Score -972390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -972401.875000 Penalty: 4422.586914
	Iteration 26Q: 3 clusters Score -972401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -972405.937500 Penalty: 4422.586914
	Iteration 27Q: 3 clusters Score -972405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -972408.812500 Penalty: 4422.586914
	Iteration 28Q: 3 clusters Score -972408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -972410.500000 Penalty: 4422.586914
	Iteration 29Q: 3 clusters Score -972410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -972412.812500 Penalty: 4422.586914
	Iteration 30Q: 3 clusters Score -972412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -972412.437500 Penalty: 4422.586914
	Iteration 31Q: 3 clusters Score -972412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -972413.687500 Penalty: 4422.586914
	Iteration 32Q: 3 clusters Score -972413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -972416.000000 Penalty: 4422.586914
	Iteration 33Q: 3 clusters Score -972416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -972416.000000 Penalty: 4422.586914
	Iteration 34F: 3 clusters Score -972416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Entering Unmasked Estep 
Score: -6145621.000000 Penalty: 2664.880371
	Iteration 0F: 2 clusters Score -6145621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6114251.000000 Penalty: 5329.760742
	Iteration 0F: 3 clusters Score -6114251 nChanged 21361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -6126200.000000 Penalty: 5329.760742
	Iteration 1F: 3 clusters Score -6126200 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6126729.000000 Penalty: 5329.760742
	Iteration 2Q: 3 clusters Score -6126729 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -6127286.500000 Penalty: 5329.760742
	Iteration 3Q: 3 clusters Score -6127286 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -6127864.000000 Penalty: 5329.760742
	Iteration 4Q: 3 clusters Score -6127864 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -6128507.000000 Penalty: 5329.760742
	Iteration 5Q: 3 clusters Score -6128507 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -6129310.000000 Penalty: 5329.760742
	Iteration 6Q: 3 clusters Score -6129310 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -6130362.000000 Penalty: 5329.760742
	Iteration 7Q: 3 clusters Score -6130362 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -6131693.500000 Penalty: 5329.760742
	Iteration 8Q: 3 clusters Score -6131694 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -6133329.500000 Penalty: 5329.760742
	Iteration 9F: 3 clusters Score -6133330 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -6135057.500000 Penalty: 5329.760742
	Iteration 10F: 3 clusters Score -6135058 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -6136358.000000 Penalty: 5329.760742
	Iteration 11Q: 3 clusters Score -6136358 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -6137136.000000 Penalty: 5329.760742
	Iteration 12Q: 3 clusters Score -6137136 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -6137571.000000 Penalty: 5329.760742
	Iteration 13Q: 3 clusters Score -6137571 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -6137931.500000 Penalty: 5329.760742
	Iteration 14Q: 3 clusters Score -6137932 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -6138172.500000 Penalty: 5329.760742
	Iteration 15Q: 3 clusters Score -6138172 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -6138450.500000 Penalty: 5329.760742
	Iteration 16Q: 3 clusters Score -6138450 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -6138689.500000 Penalty: 5329.760742
	Iteration 17Q: 3 clusters Score -6138690 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -6138869.000000 Penalty: 5329.760742
	Iteration 18Q: 3 clusters Score -6138869 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -6139120.000000 Penalty: 5329.760742
	Iteration 19Q: 3 clusters Score -6139120 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -6139360.000000 Penalty: 5329.760742
	Iteration 20F: 3 clusters Score -6139360 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -6139614.000000 Penalty: 5329.760742
	Iteration 21Q: 3 clusters Score -6139614 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -6139856.000000 Penalty: 5329.760742
	Iteration 22Q: 3 clusters Score -6139856 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6140095.000000 Penalty: 5329.760742
	Iteration 23Q: 3 clusters Score -6140095 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -6140406.000000 Penalty: 5329.760742
	Iteration 24Q: 3 clusters Score -6140406 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -6140690.000000 Penalty: 5329.760742
	Iteration 25Q: 3 clusters Score -6140690 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -6141017.000000 Penalty: 5329.760742
	Iteration 26Q: 3 clusters Score -6141017 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6141305.000000 Penalty: 5329.760742
	Iteration 27Q: 3 clusters Score -6141305 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6141570.500000 Penalty: 5329.760742
	Iteration 28Q: 3 clusters Score -6141570 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6141841.000000 Penalty: 5329.760742
	Iteration 29Q: 3 clusters Score -6141841 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6142062.500000 Penalty: 5329.760742
	Iteration 30Q: 3 clusters Score -6142062 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6142268.500000 Penalty: 5329.760742
	Iteration 31Q: 3 clusters Score -6142268 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6142469.500000 Penalty: 5329.760742
	Iteration 32Q: 3 clusters Score -6142470 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6142653.000000 Penalty: 5329.760742
	Iteration 33Q: 3 clusters Score -6142653 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6142808.000000 Penalty: 5329.760742
	Iteration 34Q: 3 clusters Score -6142808 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6142931.000000 Penalty: 5329.760742
	Iteration 35Q: 3 clusters Score -6142931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6143008.500000 Penalty: 5329.760742
	Iteration 36Q: 3 clusters Score -6143008 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6143082.500000 Penalty: 5329.760742
	Iteration 37Q: 3 clusters Score -6143082 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6143115.500000 Penalty: 5329.760742
	Iteration 38Q: 3 clusters Score -6143116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6143155.000000 Penalty: 5329.760742
	Iteration 39Q: 3 clusters Score -6143155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6143187.500000 Penalty: 5329.760742
	Iteration 40F: 3 clusters Score -6143188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6143212.500000 Penalty: 5329.760742
	Iteration 41Q: 3 clusters Score -6143212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6143247.500000 Penalty: 5329.760742
	Iteration 42Q: 3 clusters Score -6143248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6143272.000000 Penalty: 5329.760742
	Iteration 43Q: 3 clusters Score -6143272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6143290.500000 Penalty: 5329.760742
	Iteration 44Q: 3 clusters Score -6143290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6143301.500000 Penalty: 5329.760742
	Iteration 45Q: 3 clusters Score -6143302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6143307.000000 Penalty: 5329.760742
	Iteration 46Q: 3 clusters Score -6143307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6143309.000000 Penalty: 5329.760742
	Iteration 47Q: 3 clusters Score -6143309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6143315.500000 Penalty: 5329.760742
	Iteration 48Q: 3 clusters Score -6143316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6143327.000000 Penalty: 5329.760742
	Iteration 49Q: 3 clusters Score -6143327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6143328.000000 Penalty: 5329.760742
	Iteration 50Q: 3 clusters Score -6143328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6143332.000000 Penalty: 5329.760742
	Iteration 51Q: 3 clusters Score -6143332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6143338.500000 Penalty: 5329.760742
	Iteration 52Q: 3 clusters Score -6143338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6143342.000000 Penalty: 5329.760742
	Iteration 53Q: 3 clusters Score -6143342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6143352.000000 Penalty: 5329.760742
	Iteration 54Q: 3 clusters Score -6143352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6143353.500000 Penalty: 5329.760742
	Iteration 55Q: 3 clusters Score -6143354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6143360.500000 Penalty: 5329.760742
	Iteration 56Q: 3 clusters Score -6143360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6143365.500000 Penalty: 5329.760742
	Iteration 57Q: 3 clusters Score -6143366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6143365.000000 Penalty: 5329.760742
	Iteration 58Q: 3 clusters Score -6143365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6143368.500000 Penalty: 5329.760742
	Iteration 59Q: 3 clusters Score -6143368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6143367.000000 Penalty: 5329.760742
	Iteration 60F: 3 clusters Score -6143367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6143368.000000 Penalty: 5329.760742
	Iteration 61Q: 3 clusters Score -6143368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6143368.000000 Penalty: 5329.760742
	Iteration 62F: 3 clusters Score -6143368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -162766.609375 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -162766.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -160610.312500 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -160610.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -161098.953125 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -161099 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -161312.375000 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -161312.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161453.828125 Penalty: 3594.198486
	Iteration 3F: 3 clusters Score -161453.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -161579.468750 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -161579.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161778.796875 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -161778.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -162060.875000 Penalty: 3594.198486
	Iteration 6F: 3 clusters Score -162060.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162565.187500 Penalty: 3594.198486
	Iteration 7F: 3 clusters Score -162565.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -163105.968750 Penalty: 3594.198486
	Iteration 8F: 3 clusters Score -163106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -163260.453125 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -163260.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -163376.109375 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -163376.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -163447.218750 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -163447.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -163490.484375 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -163490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -163497.453125 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -163497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -163507.156250 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -163507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -163518.921875 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -163518.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -163538.093750 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -163538.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163574.765625 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -163574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -163639.390625 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -163639.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -163676.171875 Penalty: 3594.198486
	Iteration 19Q: 3 clusters Score -163676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -163680.812500 Penalty: 3594.198486
	Iteration 20F: 3 clusters Score -163680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24792 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96626 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 25505 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 46420 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 17 contains 45001 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4925 members 
Mstep: Class 21 contains 486 members 
Entering Unmasked Estep 
Score: -42908524.000000 Penalty: 66272.132812
Splitting cluster 15 changes total score from -42908864.000000 to -42908524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -607693.625000 Penalty: 2094.213135
	Iteration 0F: 2 clusters Score -607693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -603401.875000 Penalty: 4188.426270
	Iteration 0F: 3 clusters Score -603401.9 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -604407.437500 Penalty: 4188.426270
	Iteration 1F: 3 clusters Score -604407.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -604591.250000 Penalty: 4188.426270
	Iteration 2F: 3 clusters Score -604591.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -604691.250000 Penalty: 4188.426270
	Iteration 3Q: 3 clusters Score -604691.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -604760.437500 Penalty: 4188.426270
	Iteration 4Q: 3 clusters Score -604760.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -604811.437500 Penalty: 4188.426270
	Iteration 5Q: 3 clusters Score -604811.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -604857.687500 Penalty: 4188.426270
	Iteration 6Q: 3 clusters Score -604857.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -604904.500000 Penalty: 4188.426270
	Iteration 7Q: 3 clusters Score -604904.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -604951.062500 Penalty: 4188.426270
	Iteration 8Q: 3 clusters Score -604951.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -605011.375000 Penalty: 4188.426270
	Iteration 9Q: 3 clusters Score -605011.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -605096.875000 Penalty: 4188.426270
	Iteration 10Q: 3 clusters Score -605096.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -605183.250000 Penalty: 4188.426270
	Iteration 11Q: 3 clusters Score -605183.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -605265.500000 Penalty: 4188.426270
	Iteration 12Q: 3 clusters Score -605265.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -605353.625000 Penalty: 4188.426270
	Iteration 13Q: 3 clusters Score -605353.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -605452.500000 Penalty: 4188.426270
	Iteration 14Q: 3 clusters Score -605452.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -605541.000000 Penalty: 4188.426270
	Iteration 15Q: 3 clusters Score -605541 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -605653.500000 Penalty: 4188.426270
	Iteration 16Q: 3 clusters Score -605653.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -605776.437500 Penalty: 4188.426270
	Iteration 17Q: 3 clusters Score -605776.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -605880.000000 Penalty: 4188.426270
	Iteration 18Q: 3 clusters Score -605880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -605957.687500 Penalty: 4188.426270
	Iteration 19Q: 3 clusters Score -605957.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -606021.875000 Penalty: 4188.426270
	Iteration 20F: 3 clusters Score -606021.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -606076.812500 Penalty: 4188.426270
	Iteration 21Q: 3 clusters Score -606076.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -606121.875000 Penalty: 4188.426270
	Iteration 22Q: 3 clusters Score -606121.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -606180.250000 Penalty: 4188.426270
	Iteration 23Q: 3 clusters Score -606180.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -606235.687500 Penalty: 4188.426270
	Iteration 24Q: 3 clusters Score -606235.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -606269.000000 Penalty: 4188.426270
	Iteration 25Q: 3 clusters Score -606269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -606305.000000 Penalty: 4188.426270
	Iteration 26Q: 3 clusters Score -606305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -606332.937500 Penalty: 4188.426270
	Iteration 27Q: 3 clusters Score -606332.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -606365.437500 Penalty: 4188.426270
	Iteration 28Q: 3 clusters Score -606365.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -606392.625000 Penalty: 4188.426270
	Iteration 29Q: 3 clusters Score -606392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -606420.250000 Penalty: 4188.426270
	Iteration 30Q: 3 clusters Score -606420.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -606448.687500 Penalty: 4188.426270
	Iteration 31Q: 3 clusters Score -606448.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -606485.812500 Penalty: 4188.426270
	Iteration 32Q: 3 clusters Score -606485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -606505.375000 Penalty: 4188.426270
	Iteration 33Q: 3 clusters Score -606505.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -606521.687500 Penalty: 4188.426270
	Iteration 34Q: 3 clusters Score -606521.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -606530.687500 Penalty: 4188.426270
	Iteration 35Q: 3 clusters Score -606530.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -606537.312500 Penalty: 4188.426270
	Iteration 36Q: 3 clusters Score -606537.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -606543.687500 Penalty: 4188.426270
	Iteration 37Q: 3 clusters Score -606543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -606549.437500 Penalty: 4188.426270
	Iteration 38Q: 3 clusters Score -606549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -606552.500000 Penalty: 4188.426270
	Iteration 39Q: 3 clusters Score -606552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -606552.500000 Penalty: 4188.426270
	Iteration 40F: 3 clusters Score -606552.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Entering Unmasked Estep 
Score: -5845388.000000 Penalty: 2657.181152
	Iteration 0F: 2 clusters Score -5845388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -5814987.500000 Penalty: 5314.362305
	Iteration 0F: 3 clusters Score -5814988 nChanged 20688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5826373.500000 Penalty: 5314.362305
	Iteration 1F: 3 clusters Score -5826374 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -5826986.500000 Penalty: 5314.362305
	Iteration 2Q: 3 clusters Score -5826986 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -5827722.500000 Penalty: 5314.362305
	Iteration 3Q: 3 clusters Score -5827722 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5828680.500000 Penalty: 5314.362305
	Iteration 4Q: 3 clusters Score -5828680 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -5830092.500000 Penalty: 5314.362305
	Iteration 5Q: 3 clusters Score -5830092 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5831752.500000 Penalty: 5314.362305
	Iteration 6F: 3 clusters Score -5831752 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -5833488.000000 Penalty: 5314.362305
	Iteration 7F: 3 clusters Score -5833488 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -5835160.000000 Penalty: 5314.362305
	Iteration 8F: 3 clusters Score -5835160 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -5836576.000000 Penalty: 5314.362305
	Iteration 9F: 3 clusters Score -5836576 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -5837778.000000 Penalty: 5314.362305
	Iteration 10Q: 3 clusters Score -5837778 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -5838726.500000 Penalty: 5314.362305
	Iteration 11Q: 3 clusters Score -5838726 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5839508.000000 Penalty: 5314.362305
	Iteration 12Q: 3 clusters Score -5839508 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -5840217.500000 Penalty: 5314.362305
	Iteration 13Q: 3 clusters Score -5840218 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5840797.000000 Penalty: 5314.362305
	Iteration 14Q: 3 clusters Score -5840797 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -5841378.500000 Penalty: 5314.362305
	Iteration 15Q: 3 clusters Score -5841378 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5841857.000000 Penalty: 5314.362305
	Iteration 16Q: 3 clusters Score -5841857 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5842249.000000 Penalty: 5314.362305
	Iteration 17Q: 3 clusters Score -5842249 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -5842540.500000 Penalty: 5314.362305
	Iteration 18Q: 3 clusters Score -5842540 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -5842753.500000 Penalty: 5314.362305
	Iteration 19Q: 3 clusters Score -5842754 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -5842895.000000 Penalty: 5314.362305
	Iteration 20F: 3 clusters Score -5842895 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -5843027.000000 Penalty: 5314.362305
	Iteration 21Q: 3 clusters Score -5843027 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -5843119.000000 Penalty: 5314.362305
	Iteration 22Q: 3 clusters Score -5843119 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -5843209.500000 Penalty: 5314.362305
	Iteration 23Q: 3 clusters Score -5843210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -5843273.000000 Penalty: 5314.362305
	Iteration 24Q: 3 clusters Score -5843273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5843326.500000 Penalty: 5314.362305
	Iteration 25Q: 3 clusters Score -5843326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -5843363.000000 Penalty: 5314.362305
	Iteration 26Q: 3 clusters Score -5843363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -5843394.000000 Penalty: 5314.362305
	Iteration 27Q: 3 clusters Score -5843394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -5843416.500000 Penalty: 5314.362305
	Iteration 28Q: 3 clusters Score -5843416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -5843434.000000 Penalty: 5314.362305
	Iteration 29Q: 3 clusters Score -5843434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5843458.000000 Penalty: 5314.362305
	Iteration 30Q: 3 clusters Score -5843458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -5843480.500000 Penalty: 5314.362305
	Iteration 31Q: 3 clusters Score -5843480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5843494.000000 Penalty: 5314.362305
	Iteration 32Q: 3 clusters Score -5843494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5843504.500000 Penalty: 5314.362305
	Iteration 33Q: 3 clusters Score -5843504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5843510.500000 Penalty: 5314.362305
	Iteration 34Q: 3 clusters Score -5843510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -5843526.500000 Penalty: 5314.362305
	Iteration 35Q: 3 clusters Score -5843526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5843526.500000 Penalty: 5314.362305
	Iteration 36Q: 3 clusters Score -5843526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -5843535.500000 Penalty: 5314.362305
	Iteration 37Q: 3 clusters Score -5843536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -5843538.500000 Penalty: 5314.362305
	Iteration 38Q: 3 clusters Score -5843538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5843548.500000 Penalty: 5314.362305
	Iteration 39Q: 3 clusters Score -5843548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5843564.500000 Penalty: 5314.362305
	Iteration 40F: 3 clusters Score -5843564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5843568.000000 Penalty: 5314.362305
	Iteration 41Q: 3 clusters Score -5843568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -5843568.500000 Penalty: 5314.362305
	Iteration 42Q: 3 clusters Score -5843568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5843575.500000 Penalty: 5314.362305
	Iteration 43Q: 3 clusters Score -5843576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -5843577.000000 Penalty: 5314.362305
	Iteration 44Q: 3 clusters Score -5843577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -5843575.000000 Penalty: 5314.362305
	Iteration 45Q: 3 clusters Score -5843575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5843589.000000 Penalty: 5314.362305
	Iteration 46Q: 3 clusters Score -5843589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -5843595.000000 Penalty: 5314.362305
	Iteration 47Q: 3 clusters Score -5843595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -5843605.500000 Penalty: 5314.362305
	Iteration 48Q: 3 clusters Score -5843606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -5843603.500000 Penalty: 5314.362305
	Iteration 49Q: 3 clusters Score -5843604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5843609.500000 Penalty: 5314.362305
	Iteration 50Q: 3 clusters Score -5843610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5843609.500000 Penalty: 5314.362305
	Iteration 51Q: 3 clusters Score -5843610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -5843620.500000 Penalty: 5314.362305
	Iteration 52Q: 3 clusters Score -5843620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -5843613.500000 Penalty: 5314.362305
	Iteration 53Q: 3 clusters Score -5843614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -5843613.500000 Penalty: 5314.362305
	Iteration 54Q: 3 clusters Score -5843614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -5843613.000000 Penalty: 5314.362305
	Iteration 55Q: 3 clusters Score -5843613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -5843620.000000 Penalty: 5314.362305
	Iteration 56Q: 3 clusters Score -5843620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -5843629.000000 Penalty: 5314.362305
	Iteration 57Q: 3 clusters Score -5843629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -5843630.000000 Penalty: 5314.362305
	Iteration 58Q: 3 clusters Score -5843630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -5843636.000000 Penalty: 5314.362305
	Iteration 59Q: 3 clusters Score -5843636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5843632.500000 Penalty: 5314.362305
	Iteration 60F: 3 clusters Score -5843632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -5843630.500000 Penalty: 5314.362305
	Iteration 61Q: 3 clusters Score -5843630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -5843636.500000 Penalty: 5314.362305
	Iteration 62Q: 3 clusters Score -5843636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -5843636.500000 Penalty: 5314.362305
	Iteration 63F: 3 clusters Score -5843636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -151874.406250 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -151874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -149832.203125 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -149832.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -150667.109375 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -150667.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -151106.765625 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -151106.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151384.734375 Penalty: 3544.799072
	Iteration 3F: 3 clusters Score -151384.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -151578.781250 Penalty: 3544.799072
	Iteration 4F: 3 clusters Score -151578.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -151706.093750 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -151706.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -151832.156250 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -151832.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -151908.843750 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -151908.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -151942.218750 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -151942.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -151964.984375 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -151965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -151971.625000 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -151971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -151972.453125 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -151972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -151972.453125 Penalty: 3544.799072
	Iteration 12F: 3 clusters Score -151972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24792 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96626 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 25505 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 46420 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 17 contains 45001 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4925 members 
Mstep: Class 21 contains 398 members 
Entering Unmasked Estep 
Score: -42907672.000000 Penalty: 66272.132812
Splitting cluster 18 changes total score from -42908864.000000 to -42907672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Entering Unmasked Estep 
Score: -571597.937500 Penalty: 2081.011719
	Iteration 0F: 2 clusters Score -571597.9 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 2161 members 
Entering Unmasked Estep 
Score: -567413.000000 Penalty: 4162.023438
	Iteration 0F: 3 clusters Score -567413 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -568340.250000 Penalty: 4162.023438
	Iteration 1F: 3 clusters Score -568340.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -568553.625000 Penalty: 4162.023438
	Iteration 2F: 3 clusters Score -568553.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -568732.812500 Penalty: 4162.023438
	Iteration 3F: 3 clusters Score -568732.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -568901.062500 Penalty: 4162.023438
	Iteration 4Q: 3 clusters Score -568901.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -569050.750000 Penalty: 4162.023438
	Iteration 5Q: 3 clusters Score -569050.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -569191.500000 Penalty: 4162.023438
	Iteration 6Q: 3 clusters Score -569191.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -569330.875000 Penalty: 4162.023438
	Iteration 7Q: 3 clusters Score -569330.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -569463.875000 Penalty: 4162.023438
	Iteration 8Q: 3 clusters Score -569463.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -569577.500000 Penalty: 4162.023438
	Iteration 9Q: 3 clusters Score -569577.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -569683.000000 Penalty: 4162.023438
	Iteration 10Q: 3 clusters Score -569683 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -569788.375000 Penalty: 4162.023438
	Iteration 11Q: 3 clusters Score -569788.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -569883.750000 Penalty: 4162.023438
	Iteration 12Q: 3 clusters Score -569883.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -569952.000000 Penalty: 4162.023438
	Iteration 13Q: 3 clusters Score -569952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -570001.000000 Penalty: 4162.023438
	Iteration 14Q: 3 clusters Score -570001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -570042.250000 Penalty: 4162.023438
	Iteration 15Q: 3 clusters Score -570042.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -570076.687500 Penalty: 4162.023438
	Iteration 16Q: 3 clusters Score -570076.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -570104.625000 Penalty: 4162.023438
	Iteration 17Q: 3 clusters Score -570104.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -570120.187500 Penalty: 4162.023438
	Iteration 18Q: 3 clusters Score -570120.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -570138.500000 Penalty: 4162.023438
	Iteration 19Q: 3 clusters Score -570138.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -570155.062500 Penalty: 4162.023438
	Iteration 20F: 3 clusters Score -570155.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -570171.125000 Penalty: 4162.023438
	Iteration 21Q: 3 clusters Score -570171.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -570184.687500 Penalty: 4162.023438
	Iteration 22Q: 3 clusters Score -570184.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -570199.375000 Penalty: 4162.023438
	Iteration 23Q: 3 clusters Score -570199.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -570207.937500 Penalty: 4162.023438
	Iteration 24Q: 3 clusters Score -570207.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -570217.500000 Penalty: 4162.023438
	Iteration 25Q: 3 clusters Score -570217.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -570231.187500 Penalty: 4162.023438
	Iteration 26Q: 3 clusters Score -570231.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -570242.562500 Penalty: 4162.023438
	Iteration 27Q: 3 clusters Score -570242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -570247.812500 Penalty: 4162.023438
	Iteration 28Q: 3 clusters Score -570247.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -570257.437500 Penalty: 4162.023438
	Iteration 29Q: 3 clusters Score -570257.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -570268.562500 Penalty: 4162.023438
	Iteration 30Q: 3 clusters Score -570268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -570272.062500 Penalty: 4162.023438
	Iteration 31Q: 3 clusters Score -570272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -570275.000000 Penalty: 4162.023438
	Iteration 32Q: 3 clusters Score -570275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -570275.125000 Penalty: 4162.023438
	Iteration 33Q: 3 clusters Score -570275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -570275.250000 Penalty: 4162.023438
	Iteration 34Q: 3 clusters Score -570275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -570275.250000 Penalty: 4162.023438
	Iteration 35F: 3 clusters Score -570275.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -610198.625000 Penalty: 2108.515869
	Iteration 0F: 2 clusters Score -610198.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -605733.062500 Penalty: 4217.031738
	Iteration 0F: 3 clusters Score -605733.1 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -606784.312500 Penalty: 4217.031738
	Iteration 1F: 3 clusters Score -606784.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -606953.375000 Penalty: 4217.031738
	Iteration 2F: 3 clusters Score -606953.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -607069.687500 Penalty: 4217.031738
	Iteration 3Q: 3 clusters Score -607069.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -607158.312500 Penalty: 4217.031738
	Iteration 4Q: 3 clusters Score -607158.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -607215.875000 Penalty: 4217.031738
	Iteration 5Q: 3 clusters Score -607215.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -607262.125000 Penalty: 4217.031738
	Iteration 6Q: 3 clusters Score -607262.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -607294.750000 Penalty: 4217.031738
	Iteration 7Q: 3 clusters Score -607294.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -607320.500000 Penalty: 4217.031738
	Iteration 8Q: 3 clusters Score -607320.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -607343.125000 Penalty: 4217.031738
	Iteration 9Q: 3 clusters Score -607343.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -607365.375000 Penalty: 4217.031738
	Iteration 10Q: 3 clusters Score -607365.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -607380.187500 Penalty: 4217.031738
	Iteration 11Q: 3 clusters Score -607380.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -607394.062500 Penalty: 4217.031738
	Iteration 12Q: 3 clusters Score -607394.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -607404.437500 Penalty: 4217.031738
	Iteration 13Q: 3 clusters Score -607404.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -607416.312500 Penalty: 4217.031738
	Iteration 14Q: 3 clusters Score -607416.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -607429.500000 Penalty: 4217.031738
	Iteration 15Q: 3 clusters Score -607429.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -607442.500000 Penalty: 4217.031738
	Iteration 16Q: 3 clusters Score -607442.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -607454.750000 Penalty: 4217.031738
	Iteration 17Q: 3 clusters Score -607454.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -607465.937500 Penalty: 4217.031738
	Iteration 18Q: 3 clusters Score -607465.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -607474.187500 Penalty: 4217.031738
	Iteration 19Q: 3 clusters Score -607474.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -607488.500000 Penalty: 4217.031738
	Iteration 20F: 3 clusters Score -607488.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -607497.312500 Penalty: 4217.031738
	Iteration 21Q: 3 clusters Score -607497.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -607506.062500 Penalty: 4217.031738
	Iteration 22Q: 3 clusters Score -607506.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -607515.562500 Penalty: 4217.031738
	Iteration 23Q: 3 clusters Score -607515.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -607525.250000 Penalty: 4217.031738
	Iteration 24Q: 3 clusters Score -607525.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -607539.437500 Penalty: 4217.031738
	Iteration 25Q: 3 clusters Score -607539.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -607551.562500 Penalty: 4217.031738
	Iteration 26Q: 3 clusters Score -607551.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -607560.875000 Penalty: 4217.031738
	Iteration 27Q: 3 clusters Score -607560.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -607572.187500 Penalty: 4217.031738
	Iteration 28Q: 3 clusters Score -607572.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -607584.125000 Penalty: 4217.031738
	Iteration 29Q: 3 clusters Score -607584.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -607603.000000 Penalty: 4217.031738
	Iteration 30Q: 3 clusters Score -607603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -607620.687500 Penalty: 4217.031738
	Iteration 31Q: 3 clusters Score -607620.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -607640.687500 Penalty: 4217.031738
	Iteration 32Q: 3 clusters Score -607640.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -607665.687500 Penalty: 4217.031738
	Iteration 33Q: 3 clusters Score -607665.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -607695.500000 Penalty: 4217.031738
	Iteration 34Q: 3 clusters Score -607695.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -607719.750000 Penalty: 4217.031738
	Iteration 35Q: 3 clusters Score -607719.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -607747.562500 Penalty: 4217.031738
	Iteration 36Q: 3 clusters Score -607747.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -607773.875000 Penalty: 4217.031738
	Iteration 37Q: 3 clusters Score -607773.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -607811.312500 Penalty: 4217.031738
	Iteration 38Q: 3 clusters Score -607811.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -607837.562500 Penalty: 4217.031738
	Iteration 39Q: 3 clusters Score -607837.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -607852.687500 Penalty: 4217.031738
	Iteration 40F: 3 clusters Score -607852.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -607867.125000 Penalty: 4217.031738
	Iteration 41Q: 3 clusters Score -607867.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -607876.375000 Penalty: 4217.031738
	Iteration 42Q: 3 clusters Score -607876.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -607885.437500 Penalty: 4217.031738
	Iteration 43Q: 3 clusters Score -607885.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -607896.875000 Penalty: 4217.031738
	Iteration 44Q: 3 clusters Score -607896.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -607906.750000 Penalty: 4217.031738
	Iteration 45Q: 3 clusters Score -607906.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -607912.687500 Penalty: 4217.031738
	Iteration 46Q: 3 clusters Score -607912.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -607918.250000 Penalty: 4217.031738
	Iteration 47Q: 3 clusters Score -607918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -607919.312500 Penalty: 4217.031738
	Iteration 48Q: 3 clusters Score -607919.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -607922.000000 Penalty: 4217.031738
	Iteration 49Q: 3 clusters Score -607922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -607928.687500 Penalty: 4217.031738
	Iteration 50Q: 3 clusters Score -607928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -607931.000000 Penalty: 4217.031738
	Iteration 51Q: 3 clusters Score -607931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -607934.750000 Penalty: 4217.031738
	Iteration 52Q: 3 clusters Score -607934.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -607939.125000 Penalty: 4217.031738
	Iteration 53Q: 3 clusters Score -607939.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -607944.500000 Penalty: 4217.031738
	Iteration 54Q: 3 clusters Score -607944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -607950.687500 Penalty: 4217.031738
	Iteration 55Q: 3 clusters Score -607950.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -607954.625000 Penalty: 4217.031738
	Iteration 56Q: 3 clusters Score -607954.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -607959.562500 Penalty: 4217.031738
	Iteration 57Q: 3 clusters Score -607959.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -607966.937500 Penalty: 4217.031738
	Iteration 58Q: 3 clusters Score -607966.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -607975.937500 Penalty: 4217.031738
	Iteration 59Q: 3 clusters Score -607975.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -607987.500000 Penalty: 4217.031738
	Iteration 60F: 3 clusters Score -607987.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -607993.437500 Penalty: 4217.031738
	Iteration 61Q: 3 clusters Score -607993.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -607999.812500 Penalty: 4217.031738
	Iteration 62Q: 3 clusters Score -607999.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -608003.562500 Penalty: 4217.031738
	Iteration 63Q: 3 clusters Score -608003.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -608010.937500 Penalty: 4217.031738
	Iteration 64Q: 3 clusters Score -608010.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -608016.062500 Penalty: 4217.031738
	Iteration 65Q: 3 clusters Score -608016.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -608019.250000 Penalty: 4217.031738
	Iteration 66Q: 3 clusters Score -608019.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -608024.875000 Penalty: 4217.031738
	Iteration 67Q: 3 clusters Score -608024.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -608030.687500 Penalty: 4217.031738
	Iteration 68Q: 3 clusters Score -608030.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -608036.500000 Penalty: 4217.031738
	Iteration 69Q: 3 clusters Score -608036.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -608042.750000 Penalty: 4217.031738
	Iteration 70Q: 3 clusters Score -608042.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -608052.125000 Penalty: 4217.031738
	Iteration 71Q: 3 clusters Score -608052.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -608058.375000 Penalty: 4217.031738
	Iteration 72Q: 3 clusters Score -608058.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -608064.062500 Penalty: 4217.031738
	Iteration 73Q: 3 clusters Score -608064.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -608073.312500 Penalty: 4217.031738
	Iteration 74Q: 3 clusters Score -608073.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -608086.125000 Penalty: 4217.031738
	Iteration 75Q: 3 clusters Score -608086.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -608096.250000 Penalty: 4217.031738
	Iteration 76Q: 3 clusters Score -608096.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -608104.687500 Penalty: 4217.031738
	Iteration 77Q: 3 clusters Score -608104.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -608114.562500 Penalty: 4217.031738
	Iteration 78Q: 3 clusters Score -608114.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -608128.437500 Penalty: 4217.031738
	Iteration 79Q: 3 clusters Score -608128.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -608140.687500 Penalty: 4217.031738
	Iteration 80F: 3 clusters Score -608140.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -608155.750000 Penalty: 4217.031738
	Iteration 81Q: 3 clusters Score -608155.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -608171.875000 Penalty: 4217.031738
	Iteration 82Q: 3 clusters Score -608171.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -608188.500000 Penalty: 4217.031738
	Iteration 83Q: 3 clusters Score -608188.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -608202.187500 Penalty: 4217.031738
	Iteration 84Q: 3 clusters Score -608202.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -608212.000000 Penalty: 4217.031738
	Iteration 85Q: 3 clusters Score -608212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -608227.562500 Penalty: 4217.031738
	Iteration 86Q: 3 clusters Score -608227.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -608248.562500 Penalty: 4217.031738
	Iteration 87Q: 3 clusters Score -608248.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -608263.562500 Penalty: 4217.031738
	Iteration 88Q: 3 clusters Score -608263.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -608280.500000 Penalty: 4217.031738
	Iteration 89Q: 3 clusters Score -608280.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -608292.312500 Penalty: 4217.031738
	Iteration 90Q: 3 clusters Score -608292.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -608299.750000 Penalty: 4217.031738
	Iteration 91Q: 3 clusters Score -608299.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -608311.000000 Penalty: 4217.031738
	Iteration 92Q: 3 clusters Score -608311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -608321.125000 Penalty: 4217.031738
	Iteration 93Q: 3 clusters Score -608321.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -608330.187500 Penalty: 4217.031738
	Iteration 94Q: 3 clusters Score -608330.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -608338.000000 Penalty: 4217.031738
	Iteration 95Q: 3 clusters Score -608338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -608344.062500 Penalty: 4217.031738
	Iteration 96Q: 3 clusters Score -608344.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -608353.000000 Penalty: 4217.031738
	Iteration 97Q: 3 clusters Score -608353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -608359.937500 Penalty: 4217.031738
	Iteration 98Q: 3 clusters Score -608359.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -608367.750000 Penalty: 4217.031738
	Iteration 99Q: 3 clusters Score -608367.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -608376.187500 Penalty: 4217.031738
	Iteration 100F: 3 clusters Score -608376.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -608386.312500 Penalty: 4217.031738
	Iteration 101Q: 3 clusters Score -608386.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -608400.250000 Penalty: 4217.031738
	Iteration 102Q: 3 clusters Score -608400.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -608405.187500 Penalty: 4217.031738
	Iteration 103Q: 3 clusters Score -608405.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -608411.187500 Penalty: 4217.031738
	Iteration 104Q: 3 clusters Score -608411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -608414.000000 Penalty: 4217.031738
	Iteration 105Q: 3 clusters Score -608414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -608416.375000 Penalty: 4217.031738
	Iteration 106Q: 3 clusters Score -608416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -608418.312500 Penalty: 4217.031738
	Iteration 107Q: 3 clusters Score -608418.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -608417.937500 Penalty: 4217.031738
	Iteration 108Q: 3 clusters Score -608417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -608417.937500 Penalty: 4217.031738
	Iteration 109F: 3 clusters Score -608417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24792 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96626 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 25505 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 46420 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 17 contains 45001 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908980.000000 Penalty: 63116.312500
Iteration 159Q: 21 clusters Score -4.290898e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 24795 members 
Mstep: Class 3 contains 8649 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96639 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 25485 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7453 members 
Mstep: Class 14 contains 46416 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 44998 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908972.000000 Penalty: 63116.312500
Iteration 160F: 21 clusters Score -4.290897e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 24794 members 
Mstep: Class 3 contains 8675 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96654 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 4473 members 
Mstep: Class 9 contains 25450 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 46415 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 17 contains 44994 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908924.000000 Penalty: 63116.312500
Iteration 161Q: 21 clusters Score -4.290892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 24794 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96676 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 25426 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46411 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 17 contains 44988 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908948.000000 Penalty: 63116.312500
Iteration 162Q: 21 clusters Score -4.290895e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 24795 members 
Mstep: Class 3 contains 8692 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96699 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 9 contains 25415 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46398 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 44984 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909032.000000 Penalty: 63116.312500
Iteration 163Q: 21 clusters Score -4.290903e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24799 members 
Mstep: Class 3 contains 8705 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96716 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 25394 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46390 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 44981 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909004.000000 Penalty: 63116.312500
Iteration 164Q: 21 clusters Score -4.2909e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 24801 members 
Mstep: Class 3 contains 8722 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96727 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 4469 members 
Mstep: Class 9 contains 25381 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46386 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 44976 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 4911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908952.000000 Penalty: 63116.312500
Iteration 165Q: 21 clusters Score -4.290895e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 24806 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96740 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 25363 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46379 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 44973 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908936.000000 Penalty: 63116.312500
Iteration 166Q: 21 clusters Score -4.290894e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 24806 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96753 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 25350 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46372 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44970 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 4909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908920.000000 Penalty: 63116.312500
Iteration 167Q: 21 clusters Score -4.290892e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 24809 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 96772 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 25327 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46366 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 44964 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908944.000000 Penalty: 63116.312500
Iteration 168Q: 21 clusters Score -4.290894e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 24814 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96780 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 25305 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44961 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908924.000000 Penalty: 63116.312500
Iteration 169Q: 21 clusters Score -4.290892e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 24820 members 
Mstep: Class 3 contains 8801 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96792 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 25285 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46357 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 44960 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908968.000000 Penalty: 63116.312500
Iteration 170Q: 21 clusters Score -4.290897e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 24830 members 
Mstep: Class 3 contains 8815 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96805 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 4460 members 
Mstep: Class 9 contains 25269 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46347 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 44953 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908956.000000 Penalty: 63116.312500
Iteration 171Q: 21 clusters Score -4.290896e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 24840 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96824 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 25244 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46333 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 44952 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908936.000000 Penalty: 63116.312500
Iteration 172Q: 21 clusters Score -4.290894e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 24848 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96847 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19553 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 25209 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1339 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46316 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 44944 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908964.000000 Penalty: 63116.312500
Iteration 173Q: 21 clusters Score -4.290896e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 24855 members 
Mstep: Class 3 contains 8871 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96865 members 
Mstep: Class 6 contains 12868 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 25184 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46305 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4652 members 
Mstep: Class 17 contains 44939 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909000.000000 Penalty: 63116.312500
Iteration 174Q: 21 clusters Score -4.2909e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 24857 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96879 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19559 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 25149 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 46299 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 44936 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908992.000000 Penalty: 63116.312500
Iteration 175Q: 21 clusters Score -4.290899e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 24864 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96897 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19559 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 25120 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 46288 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 44926 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 4890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908916.000000 Penalty: 63116.312500
Iteration 176Q: 21 clusters Score -4.290892e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 24865 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96916 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19558 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 25084 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 44916 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908892.000000 Penalty: 63116.312500
Iteration 177Q: 21 clusters Score -4.290889e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 24870 members 
Mstep: Class 3 contains 8956 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96934 members 
Mstep: Class 6 contains 12868 members 
Mstep: Class 7 contains 19560 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 25057 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 46274 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 44909 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908912.000000 Penalty: 63116.312500
Iteration 178Q: 21 clusters Score -4.290891e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 24875 members 
Mstep: Class 3 contains 8972 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96953 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19560 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 25030 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 46261 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4673 members 
Mstep: Class 17 contains 44903 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908972.000000 Penalty: 63116.312500
Iteration 179Q: 21 clusters Score -4.290897e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 24879 members 
Mstep: Class 3 contains 8992 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96968 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19558 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 25010 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 46255 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 44889 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909024.000000 Penalty: 63116.312500
Iteration 180F: 21 clusters Score -4.290902e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 24884 members 
Mstep: Class 3 contains 9015 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 96991 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19556 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 24989 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 46246 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4675 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909016.000000 Penalty: 63116.312500
Iteration 181Q: 21 clusters Score -4.290902e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 24888 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 4469 members 
Mstep: Class 9 contains 24970 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 46240 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 4674 members 
Mstep: Class 17 contains 44871 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909060.000000 Penalty: 63116.312500
Iteration 182Q: 21 clusters Score -4.290906e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 24891 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 97020 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19553 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 24953 members 
Mstep: Class 10 contains 9657 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 46231 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 44857 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908980.000000 Penalty: 63116.312500
Iteration 183Q: 21 clusters Score -4.290898e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 24892 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 97040 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 9 contains 24926 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 46224 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 44848 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909028.000000 Penalty: 63116.312500
Iteration 184Q: 21 clusters Score -4.290903e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 24897 members 
Mstep: Class 3 contains 9113 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97052 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 24909 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 46214 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4668 members 
Mstep: Class 17 contains 44842 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909040.000000 Penalty: 63116.312500
Iteration 185Q: 21 clusters Score -4.290904e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 24902 members 
Mstep: Class 3 contains 9141 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97072 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19553 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 24892 members 
Mstep: Class 10 contains 9652 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 44831 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909072.000000 Penalty: 63116.312500
Iteration 186Q: 21 clusters Score -4.290907e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 24906 members 
Mstep: Class 3 contains 9173 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97091 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 9 contains 24872 members 
Mstep: Class 10 contains 9651 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 46188 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4666 members 
Mstep: Class 17 contains 44811 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909024.000000 Penalty: 63116.312500
Iteration 187Q: 21 clusters Score -4.290902e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 24908 members 
Mstep: Class 3 contains 9211 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97107 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 24849 members 
Mstep: Class 10 contains 9651 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 46180 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 17 contains 44796 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 4820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908968.000000 Penalty: 63116.312500
Iteration 188Q: 21 clusters Score -4.290897e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 24910 members 
Mstep: Class 3 contains 9250 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97132 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19550 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 24816 members 
Mstep: Class 10 contains 9649 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4662 members 
Mstep: Class 17 contains 44775 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908956.000000 Penalty: 63116.312500
Iteration 189Q: 21 clusters Score -4.290896e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 24916 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 97143 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 9 contains 24775 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 46170 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 44755 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908948.000000 Penalty: 63116.312500
Iteration 190Q: 21 clusters Score -4.290895e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 24923 members 
Mstep: Class 3 contains 9356 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97149 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 19550 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 24746 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7455 members 
Mstep: Class 14 contains 46164 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 44723 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909036.000000 Penalty: 63116.312500
Iteration 191Q: 21 clusters Score -4.290904e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 24927 members 
Mstep: Class 3 contains 9407 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97162 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 19549 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7453 members 
Mstep: Class 14 contains 46159 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 44696 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 4798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908988.000000 Penalty: 63116.312500
Iteration 192Q: 21 clusters Score -4.290899e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 24932 members 
Mstep: Class 3 contains 9456 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97175 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 19548 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7453 members 
Mstep: Class 14 contains 46150 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 44675 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4423 members 
Mstep: Class 20 contains 4787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909012.000000 Penalty: 63116.312500
Iteration 193Q: 21 clusters Score -4.290901e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 24935 members 
Mstep: Class 3 contains 9510 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97188 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 19544 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7451 members 
Mstep: Class 14 contains 46141 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 44651 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 4784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908976.000000 Penalty: 63116.312500
Iteration 194Q: 21 clusters Score -4.290898e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 24940 members 
Mstep: Class 3 contains 9552 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97202 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 19541 members 
Mstep: Class 8 contains 4473 members 
Mstep: Class 9 contains 24629 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7450 members 
Mstep: Class 14 contains 46136 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 44623 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 4777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909016.000000 Penalty: 63116.312500
Iteration 195Q: 21 clusters Score -4.290902e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 24939 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97222 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 19539 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 24595 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7450 members 
Mstep: Class 14 contains 46131 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 44600 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909008.000000 Penalty: 63116.312500
Iteration 196Q: 21 clusters Score -4.290901e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 24942 members 
Mstep: Class 3 contains 9638 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 97234 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 19539 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 24566 members 
Mstep: Class 10 contains 9646 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 46123 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4672 members 
Mstep: Class 17 contains 44578 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908984.000000 Penalty: 63116.312500
Iteration 197Q: 21 clusters Score -4.290898e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 24945 members 
Mstep: Class 3 contains 9681 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 97246 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 19537 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 24546 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 46118 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 44556 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42908996.000000 Penalty: 63116.312500
Iteration 198Q: 21 clusters Score -4.2909e+07 nChanged 141
Entering ConstructFrom: 
Score: -42908996.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (6682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Entering Unmasked Estep 
Score: -836297.687500 Penalty: 2184.178955
	Iteration 0F: 2 clusters Score -836297.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -830754.062500 Penalty: 4368.357910
	Iteration 0F: 3 clusters Score -830754.1 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -832253.187500 Penalty: 4368.357910
	Iteration 1F: 3 clusters Score -832253.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -832563.000000 Penalty: 4368.357910
	Iteration 2F: 3 clusters Score -832563 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -832815.750000 Penalty: 4368.357910
	Iteration 3F: 3 clusters Score -832815.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -832995.437500 Penalty: 4368.357910
	Iteration 4Q: 3 clusters Score -832995.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -833134.312500 Penalty: 4368.357910
	Iteration 5Q: 3 clusters Score -833134.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -833268.187500 Penalty: 4368.357910
	Iteration 6Q: 3 clusters Score -833268.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -833409.312500 Penalty: 4368.357910
	Iteration 7Q: 3 clusters Score -833409.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -833566.562500 Penalty: 4368.357910
	Iteration 8Q: 3 clusters Score -833566.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -833715.687500 Penalty: 4368.357910
	Iteration 9Q: 3 clusters Score -833715.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -833823.500000 Penalty: 4368.357910
	Iteration 10Q: 3 clusters Score -833823.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -833939.562500 Penalty: 4368.357910
	Iteration 11Q: 3 clusters Score -833939.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -834043.625000 Penalty: 4368.357910
	Iteration 12Q: 3 clusters Score -834043.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -834156.937500 Penalty: 4368.357910
	Iteration 13Q: 3 clusters Score -834156.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -834260.937500 Penalty: 4368.357910
	Iteration 14Q: 3 clusters Score -834260.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -834350.625000 Penalty: 4368.357910
	Iteration 15Q: 3 clusters Score -834350.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -834433.937500 Penalty: 4368.357910
	Iteration 16Q: 3 clusters Score -834433.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -834489.250000 Penalty: 4368.357910
	Iteration 17Q: 3 clusters Score -834489.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -834543.937500 Penalty: 4368.357910
	Iteration 18Q: 3 clusters Score -834543.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -834584.312500 Penalty: 4368.357910
	Iteration 19Q: 3 clusters Score -834584.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -834627.875000 Penalty: 4368.357910
	Iteration 20F: 3 clusters Score -834627.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -834662.312500 Penalty: 4368.357910
	Iteration 21Q: 3 clusters Score -834662.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -834682.687500 Penalty: 4368.357910
	Iteration 22Q: 3 clusters Score -834682.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -834703.875000 Penalty: 4368.357910
	Iteration 23Q: 3 clusters Score -834703.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -834725.187500 Penalty: 4368.357910
	Iteration 24Q: 3 clusters Score -834725.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -834752.937500 Penalty: 4368.357910
	Iteration 25Q: 3 clusters Score -834752.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -834771.500000 Penalty: 4368.357910
	Iteration 26Q: 3 clusters Score -834771.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -834784.875000 Penalty: 4368.357910
	Iteration 27Q: 3 clusters Score -834784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -834789.625000 Penalty: 4368.357910
	Iteration 28Q: 3 clusters Score -834789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -834793.875000 Penalty: 4368.357910
	Iteration 29Q: 3 clusters Score -834793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -834799.562500 Penalty: 4368.357910
	Iteration 30Q: 3 clusters Score -834799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -834802.625000 Penalty: 4368.357910
	Iteration 31Q: 3 clusters Score -834802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -834805.000000 Penalty: 4368.357910
	Iteration 32Q: 3 clusters Score -834805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -834807.875000 Penalty: 4368.357910
	Iteration 33Q: 3 clusters Score -834807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -834807.875000 Penalty: 4368.357910
	Iteration 34Q: 3 clusters Score -834807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -834811.625000 Penalty: 4368.357910
	Iteration 35Q: 3 clusters Score -834811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -834812.312500 Penalty: 4368.357910
	Iteration 36Q: 3 clusters Score -834812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -834816.437500 Penalty: 4368.357910
	Iteration 37Q: 3 clusters Score -834816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -834818.562500 Penalty: 4368.357910
	Iteration 38Q: 3 clusters Score -834818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -834819.062500 Penalty: 4368.357910
	Iteration 39Q: 3 clusters Score -834819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -834819.062500 Penalty: 4368.357910
	Iteration 40F: 3 clusters Score -834819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Entering Unmasked Estep 
Score: -3251610.000000 Penalty: 2510.878174
	Iteration 0F: 2 clusters Score -3251610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3234447.000000 Penalty: 5021.756348
	Iteration 0F: 3 clusters Score -3234447 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3240375.250000 Penalty: 5021.756348
	Iteration 1F: 3 clusters Score -3240375 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3240860.500000 Penalty: 5021.756348
	Iteration 2F: 3 clusters Score -3240860 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3241455.000000 Penalty: 5021.756348
	Iteration 3Q: 3 clusters Score -3241455 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3242192.000000 Penalty: 5021.756348
	Iteration 4F: 3 clusters Score -3242192 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3243123.500000 Penalty: 5021.756348
	Iteration 5F: 3 clusters Score -3243124 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3244116.250000 Penalty: 5021.756348
	Iteration 6F: 3 clusters Score -3244116 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3245157.250000 Penalty: 5021.756348
	Iteration 7F: 3 clusters Score -3245157 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3246355.750000 Penalty: 5021.756348
	Iteration 8F: 3 clusters Score -3246356 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3247516.250000 Penalty: 5021.756348
	Iteration 9F: 3 clusters Score -3247516 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3248503.250000 Penalty: 5021.756348
	Iteration 10Q: 3 clusters Score -3248503 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3249163.250000 Penalty: 5021.756348
	Iteration 11Q: 3 clusters Score -3249163 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3249546.000000 Penalty: 5021.756348
	Iteration 12Q: 3 clusters Score -3249546 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3249799.750000 Penalty: 5021.756348
	Iteration 13Q: 3 clusters Score -3249800 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3250000.500000 Penalty: 5021.756348
	Iteration 14Q: 3 clusters Score -3250000 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3250167.250000 Penalty: 5021.756348
	Iteration 15Q: 3 clusters Score -3250167 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3250317.750000 Penalty: 5021.756348
	Iteration 16Q: 3 clusters Score -3250318 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3250468.250000 Penalty: 5021.756348
	Iteration 17Q: 3 clusters Score -3250468 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3250581.750000 Penalty: 5021.756348
	Iteration 18Q: 3 clusters Score -3250582 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3250674.000000 Penalty: 5021.756348
	Iteration 19Q: 3 clusters Score -3250674 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3250751.250000 Penalty: 5021.756348
	Iteration 20F: 3 clusters Score -3250751 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3250793.500000 Penalty: 5021.756348
	Iteration 21Q: 3 clusters Score -3250794 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3250826.000000 Penalty: 5021.756348
	Iteration 22Q: 3 clusters Score -3250826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3250870.000000 Penalty: 5021.756348
	Iteration 23Q: 3 clusters Score -3250870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3250892.750000 Penalty: 5021.756348
	Iteration 24Q: 3 clusters Score -3250893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3250899.000000 Penalty: 5021.756348
	Iteration 25Q: 3 clusters Score -3250899 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3250913.250000 Penalty: 5021.756348
	Iteration 26Q: 3 clusters Score -3250913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3250915.000000 Penalty: 5021.756348
	Iteration 27Q: 3 clusters Score -3250915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3250934.250000 Penalty: 5021.756348
	Iteration 28Q: 3 clusters Score -3250934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3250939.750000 Penalty: 5021.756348
	Iteration 29Q: 3 clusters Score -3250940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3250947.750000 Penalty: 5021.756348
	Iteration 30Q: 3 clusters Score -3250948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3250943.500000 Penalty: 5021.756348
	Iteration 31Q: 3 clusters Score -3250944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3250946.250000 Penalty: 5021.756348
	Iteration 32Q: 3 clusters Score -3250946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3250953.000000 Penalty: 5021.756348
	Iteration 33Q: 3 clusters Score -3250953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3250955.000000 Penalty: 5021.756348
	Iteration 34Q: 3 clusters Score -3250955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3250955.250000 Penalty: 5021.756348
	Iteration 35Q: 3 clusters Score -3250955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3250952.750000 Penalty: 5021.756348
	Iteration 36Q: 3 clusters Score -3250953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3250949.250000 Penalty: 5021.756348
	Iteration 37Q: 3 clusters Score -3250949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3250950.000000 Penalty: 5021.756348
	Iteration 38Q: 3 clusters Score -3250950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3250951.000000 Penalty: 5021.756348
	Iteration 39Q: 3 clusters Score -3250951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3250954.000000 Penalty: 5021.756348
	Iteration 40F: 3 clusters Score -3250954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3250955.000000 Penalty: 5021.756348
	Iteration 41Q: 3 clusters Score -3250955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3250954.250000 Penalty: 5021.756348
	Iteration 42Q: 3 clusters Score -3250954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3250955.250000 Penalty: 5021.756348
	Iteration 43Q: 3 clusters Score -3250955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3250955.250000 Penalty: 5021.756348
	Iteration 44F: 3 clusters Score -3250955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Entering Unmasked Estep 
Score: -1271781.250000 Penalty: 2277.325439
	Iteration 0F: 2 clusters Score -1271781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1264239.750000 Penalty: 4554.650879
	Iteration 0F: 3 clusters Score -1264240 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1266371.000000 Penalty: 4554.650879
	Iteration 1F: 3 clusters Score -1266371 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1266748.500000 Penalty: 4554.650879
	Iteration 2F: 3 clusters Score -1266748 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1267024.875000 Penalty: 4554.650879
	Iteration 3F: 3 clusters Score -1267025 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1267205.750000 Penalty: 4554.650879
	Iteration 4Q: 3 clusters Score -1267206 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1267354.750000 Penalty: 4554.650879
	Iteration 5Q: 3 clusters Score -1267355 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1267462.375000 Penalty: 4554.650879
	Iteration 6Q: 3 clusters Score -1267462 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1267546.875000 Penalty: 4554.650879
	Iteration 7Q: 3 clusters Score -1267547 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1267630.375000 Penalty: 4554.650879
	Iteration 8Q: 3 clusters Score -1267630 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1267727.625000 Penalty: 4554.650879
	Iteration 9Q: 3 clusters Score -1267728 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1267840.000000 Penalty: 4554.650879
	Iteration 10Q: 3 clusters Score -1267840 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1267971.000000 Penalty: 4554.650879
	Iteration 11Q: 3 clusters Score -1267971 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1268107.875000 Penalty: 4554.650879
	Iteration 12Q: 3 clusters Score -1268108 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1268238.250000 Penalty: 4554.650879
	Iteration 13Q: 3 clusters Score -1268238 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1268389.750000 Penalty: 4554.650879
	Iteration 14Q: 3 clusters Score -1268390 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1268530.000000 Penalty: 4554.650879
	Iteration 15Q: 3 clusters Score -1268530 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1268654.125000 Penalty: 4554.650879
	Iteration 16Q: 3 clusters Score -1268654 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1268779.500000 Penalty: 4554.650879
	Iteration 17Q: 3 clusters Score -1268780 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1268869.875000 Penalty: 4554.650879
	Iteration 18Q: 3 clusters Score -1268870 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1268947.250000 Penalty: 4554.650879
	Iteration 19Q: 3 clusters Score -1268947 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1269018.500000 Penalty: 4554.650879
	Iteration 20F: 3 clusters Score -1269018 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1269081.250000 Penalty: 4554.650879
	Iteration 21Q: 3 clusters Score -1269081 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1269145.125000 Penalty: 4554.650879
	Iteration 22Q: 3 clusters Score -1269145 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1269190.375000 Penalty: 4554.650879
	Iteration 23Q: 3 clusters Score -1269190 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1269229.250000 Penalty: 4554.650879
	Iteration 24Q: 3 clusters Score -1269229 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1269260.125000 Penalty: 4554.650879
	Iteration 25Q: 3 clusters Score -1269260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1269292.875000 Penalty: 4554.650879
	Iteration 26Q: 3 clusters Score -1269293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1269318.125000 Penalty: 4554.650879
	Iteration 27Q: 3 clusters Score -1269318 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1269343.875000 Penalty: 4554.650879
	Iteration 28Q: 3 clusters Score -1269344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1269367.000000 Penalty: 4554.650879
	Iteration 29Q: 3 clusters Score -1269367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1269384.000000 Penalty: 4554.650879
	Iteration 30Q: 3 clusters Score -1269384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1269397.000000 Penalty: 4554.650879
	Iteration 31Q: 3 clusters Score -1269397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1269415.250000 Penalty: 4554.650879
	Iteration 32Q: 3 clusters Score -1269415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1269425.375000 Penalty: 4554.650879
	Iteration 33Q: 3 clusters Score -1269425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1269433.750000 Penalty: 4554.650879
	Iteration 34Q: 3 clusters Score -1269434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1269448.000000 Penalty: 4554.650879
	Iteration 35Q: 3 clusters Score -1269448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1269458.875000 Penalty: 4554.650879
	Iteration 36Q: 3 clusters Score -1269459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1269461.250000 Penalty: 4554.650879
	Iteration 37Q: 3 clusters Score -1269461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1269466.750000 Penalty: 4554.650879
	Iteration 38Q: 3 clusters Score -1269467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1269476.375000 Penalty: 4554.650879
	Iteration 39Q: 3 clusters Score -1269476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1269483.500000 Penalty: 4554.650879
	Iteration 40F: 3 clusters Score -1269484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1269487.875000 Penalty: 4554.650879
	Iteration 41Q: 3 clusters Score -1269488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1269500.875000 Penalty: 4554.650879
	Iteration 42Q: 3 clusters Score -1269501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1269507.750000 Penalty: 4554.650879
	Iteration 43Q: 3 clusters Score -1269508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1269518.000000 Penalty: 4554.650879
	Iteration 44Q: 3 clusters Score -1269518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1269528.875000 Penalty: 4554.650879
	Iteration 45Q: 3 clusters Score -1269529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1269538.625000 Penalty: 4554.650879
	Iteration 46Q: 3 clusters Score -1269539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1269548.750000 Penalty: 4554.650879
	Iteration 47Q: 3 clusters Score -1269549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1269561.500000 Penalty: 4554.650879
	Iteration 48Q: 3 clusters Score -1269562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1269573.250000 Penalty: 4554.650879
	Iteration 49Q: 3 clusters Score -1269573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1269581.625000 Penalty: 4554.650879
	Iteration 50Q: 3 clusters Score -1269582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1269594.125000 Penalty: 4554.650879
	Iteration 51Q: 3 clusters Score -1269594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1269612.250000 Penalty: 4554.650879
	Iteration 52Q: 3 clusters Score -1269612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1269625.000000 Penalty: 4554.650879
	Iteration 53Q: 3 clusters Score -1269625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1269636.625000 Penalty: 4554.650879
	Iteration 54Q: 3 clusters Score -1269637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1269650.250000 Penalty: 4554.650879
	Iteration 55Q: 3 clusters Score -1269650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1269660.875000 Penalty: 4554.650879
	Iteration 56Q: 3 clusters Score -1269661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1269677.375000 Penalty: 4554.650879
	Iteration 57Q: 3 clusters Score -1269677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1269694.875000 Penalty: 4554.650879
	Iteration 58Q: 3 clusters Score -1269695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1269714.750000 Penalty: 4554.650879
	Iteration 59Q: 3 clusters Score -1269715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1269740.375000 Penalty: 4554.650879
	Iteration 60F: 3 clusters Score -1269740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1269769.750000 Penalty: 4554.650879
	Iteration 61Q: 3 clusters Score -1269770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1269803.125000 Penalty: 4554.650879
	Iteration 62Q: 3 clusters Score -1269803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1269831.875000 Penalty: 4554.650879
	Iteration 63Q: 3 clusters Score -1269832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1269849.625000 Penalty: 4554.650879
	Iteration 64Q: 3 clusters Score -1269850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1269877.875000 Penalty: 4554.650879
	Iteration 65Q: 3 clusters Score -1269878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1269913.000000 Penalty: 4554.650879
	Iteration 66Q: 3 clusters Score -1269913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1269949.125000 Penalty: 4554.650879
	Iteration 67Q: 3 clusters Score -1269949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1269974.000000 Penalty: 4554.650879
	Iteration 68Q: 3 clusters Score -1269974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1269995.750000 Penalty: 4554.650879
	Iteration 69Q: 3 clusters Score -1269996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1270009.000000 Penalty: 4554.650879
	Iteration 70Q: 3 clusters Score -1270009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1270016.875000 Penalty: 4554.650879
	Iteration 71Q: 3 clusters Score -1270017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1270027.625000 Penalty: 4554.650879
	Iteration 72Q: 3 clusters Score -1270028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1270043.000000 Penalty: 4554.650879
	Iteration 73Q: 3 clusters Score -1270043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1270049.625000 Penalty: 4554.650879
	Iteration 74Q: 3 clusters Score -1270050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1270056.875000 Penalty: 4554.650879
	Iteration 75Q: 3 clusters Score -1270057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1270063.500000 Penalty: 4554.650879
	Iteration 76Q: 3 clusters Score -1270064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1270071.875000 Penalty: 4554.650879
	Iteration 77Q: 3 clusters Score -1270072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1270080.375000 Penalty: 4554.650879
	Iteration 78Q: 3 clusters Score -1270080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1270081.875000 Penalty: 4554.650879
	Iteration 79Q: 3 clusters Score -1270082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1270085.125000 Penalty: 4554.650879
	Iteration 80F: 3 clusters Score -1270085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1270086.625000 Penalty: 4554.650879
	Iteration 81Q: 3 clusters Score -1270087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1270087.500000 Penalty: 4554.650879
	Iteration 82Q: 3 clusters Score -1270088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1270088.500000 Penalty: 4554.650879
	Iteration 83Q: 3 clusters Score -1270088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1270091.250000 Penalty: 4554.650879
	Iteration 84Q: 3 clusters Score -1270091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1270091.625000 Penalty: 4554.650879
	Iteration 85Q: 3 clusters Score -1270092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1270091.625000 Penalty: 4554.650879
	Iteration 86F: 3 clusters Score -1270092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Entering Unmasked Estep 
Score: -1317132.500000 Penalty: 2287.416748
	Iteration 0F: 2 clusters Score -1317132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1309395.500000 Penalty: 4574.833496
	Iteration 0F: 3 clusters Score -1309396 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1311746.875000 Penalty: 4574.833496
	Iteration 1F: 3 clusters Score -1311747 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1312190.875000 Penalty: 4574.833496
	Iteration 2F: 3 clusters Score -1312191 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1312634.375000 Penalty: 4574.833496
	Iteration 3F: 3 clusters Score -1312634 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1313096.875000 Penalty: 4574.833496
	Iteration 4F: 3 clusters Score -1313097 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1313513.000000 Penalty: 4574.833496
	Iteration 5F: 3 clusters Score -1313513 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1313892.625000 Penalty: 4574.833496
	Iteration 6F: 3 clusters Score -1313893 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1314182.125000 Penalty: 4574.833496
	Iteration 7F: 3 clusters Score -1314182 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1314396.875000 Penalty: 4574.833496
	Iteration 8Q: 3 clusters Score -1314397 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1314543.000000 Penalty: 4574.833496
	Iteration 9Q: 3 clusters Score -1314543 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1314633.375000 Penalty: 4574.833496
	Iteration 10Q: 3 clusters Score -1314633 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1314691.000000 Penalty: 4574.833496
	Iteration 11Q: 3 clusters Score -1314691 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1314730.500000 Penalty: 4574.833496
	Iteration 12Q: 3 clusters Score -1314730 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1314753.375000 Penalty: 4574.833496
	Iteration 13Q: 3 clusters Score -1314753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1314775.125000 Penalty: 4574.833496
	Iteration 14Q: 3 clusters Score -1314775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1314791.250000 Penalty: 4574.833496
	Iteration 15Q: 3 clusters Score -1314791 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1314810.125000 Penalty: 4574.833496
	Iteration 16Q: 3 clusters Score -1314810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1314817.000000 Penalty: 4574.833496
	Iteration 17Q: 3 clusters Score -1314817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1314830.500000 Penalty: 4574.833496
	Iteration 18Q: 3 clusters Score -1314830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1314834.500000 Penalty: 4574.833496
	Iteration 19Q: 3 clusters Score -1314834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1314840.250000 Penalty: 4574.833496
	Iteration 20F: 3 clusters Score -1314840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1314842.000000 Penalty: 4574.833496
	Iteration 21Q: 3 clusters Score -1314842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1314845.750000 Penalty: 4574.833496
	Iteration 22Q: 3 clusters Score -1314846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1314850.875000 Penalty: 4574.833496
	Iteration 23Q: 3 clusters Score -1314851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1314855.250000 Penalty: 4574.833496
	Iteration 24Q: 3 clusters Score -1314855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1314857.375000 Penalty: 4574.833496
	Iteration 25Q: 3 clusters Score -1314857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1314863.875000 Penalty: 4574.833496
	Iteration 26Q: 3 clusters Score -1314864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1314861.375000 Penalty: 4574.833496
	Iteration 27Q: 3 clusters Score -1314861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1314872.125000 Penalty: 4574.833496
	Iteration 28Q: 3 clusters Score -1314872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1314876.250000 Penalty: 4574.833496
	Iteration 29Q: 3 clusters Score -1314876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1314877.625000 Penalty: 4574.833496
	Iteration 30Q: 3 clusters Score -1314878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1314881.125000 Penalty: 4574.833496
	Iteration 31Q: 3 clusters Score -1314881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1314884.125000 Penalty: 4574.833496
	Iteration 32Q: 3 clusters Score -1314884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1314888.250000 Penalty: 4574.833496
	Iteration 33Q: 3 clusters Score -1314888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1314889.875000 Penalty: 4574.833496
	Iteration 34Q: 3 clusters Score -1314890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1314887.500000 Penalty: 4574.833496
	Iteration 35Q: 3 clusters Score -1314888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1314891.750000 Penalty: 4574.833496
	Iteration 36Q: 3 clusters Score -1314892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1314890.625000 Penalty: 4574.833496
	Iteration 37Q: 3 clusters Score -1314891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1314891.875000 Penalty: 4574.833496
	Iteration 38Q: 3 clusters Score -1314892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1314891.375000 Penalty: 4574.833496
	Iteration 39Q: 3 clusters Score -1314891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1314890.875000 Penalty: 4574.833496
	Iteration 40F: 3 clusters Score -1314891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1314895.375000 Penalty: 4574.833496
	Iteration 41Q: 3 clusters Score -1314895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1314893.500000 Penalty: 4574.833496
	Iteration 42Q: 3 clusters Score -1314894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1314893.500000 Penalty: 4574.833496
	Iteration 43F: 3 clusters Score -1314894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Entering Unmasked Estep 
Score: -12794888.000000 Penalty: 2848.287598
	Iteration 0F: 2 clusters Score -1.279489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -12729443.000000 Penalty: 5696.575195
	Iteration 0F: 3 clusters Score -1.272944e+07 nChanged 46269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -12756387.000000 Penalty: 5696.575195
	Iteration 1F: 3 clusters Score -1.275639e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -12757201.000000 Penalty: 5696.575195
	Iteration 2Q: 3 clusters Score -1.27572e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -12758157.000000 Penalty: 5696.575195
	Iteration 3Q: 3 clusters Score -1.275816e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -12759584.000000 Penalty: 5696.575195
	Iteration 4Q: 3 clusters Score -1.275958e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 61468 members 
Entering Unmasked Estep 
Score: -12761815.000000 Penalty: 5696.575195
	Iteration 5Q: 3 clusters Score -1.276182e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -12765459.000000 Penalty: 5696.575195
	Iteration 6F: 3 clusters Score -1.276546e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -12771040.000000 Penalty: 5696.575195
	Iteration 7F: 3 clusters Score -1.277104e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -12778267.000000 Penalty: 5696.575195
	Iteration 8F: 3 clusters Score -1.277827e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -12785044.000000 Penalty: 5696.575195
	Iteration 9F: 3 clusters Score -1.278504e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 94324 members 
Entering Unmasked Estep 
Score: -12789536.000000 Penalty: 5696.575195
	Iteration 10Q: 3 clusters Score -1.278954e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -12791380.000000 Penalty: 5696.575195
	Iteration 11Q: 3 clusters Score -1.279138e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -12791947.000000 Penalty: 5696.575195
	Iteration 12Q: 3 clusters Score -1.279195e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -12792133.000000 Penalty: 5696.575195
	Iteration 13Q: 3 clusters Score -1.279213e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 96999 members 
Entering Unmasked Estep 
Score: -12792208.000000 Penalty: 5696.575195
	Iteration 14Q: 3 clusters Score -1.279221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -12792247.000000 Penalty: 5696.575195
	Iteration 15Q: 3 clusters Score -1.279225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -12792270.000000 Penalty: 5696.575195
	Iteration 16Q: 3 clusters Score -1.279227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -12792276.000000 Penalty: 5696.575195
	Iteration 17Q: 3 clusters Score -1.279228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -12792284.000000 Penalty: 5696.575195
	Iteration 18Q: 3 clusters Score -1.279228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -12792287.000000 Penalty: 5696.575195
	Iteration 19Q: 3 clusters Score -1.279229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -12792297.000000 Penalty: 5696.575195
	Iteration 20F: 3 clusters Score -1.27923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 97050 members 
Entering Unmasked Estep 
Score: -12792297.000000 Penalty: 5696.575195
	Iteration 21Q: 3 clusters Score -1.27923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -12792298.000000 Penalty: 5696.575195
	Iteration 22Q: 3 clusters Score -1.27923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -12792294.000000 Penalty: 5696.575195
	Iteration 23Q: 3 clusters Score -1.279229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -12792305.000000 Penalty: 5696.575195
	Iteration 24Q: 3 clusters Score -1.27923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -12792300.000000 Penalty: 5696.575195
	Iteration 25Q: 3 clusters Score -1.27923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -12792300.000000 Penalty: 5696.575195
	Iteration 26F: 3 clusters Score -1.27923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Entering Unmasked Estep 
Score: -1695487.750000 Penalty: 2346.641846
	Iteration 0F: 2 clusters Score -1695488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1686015.625000 Penalty: 4693.283691
	Iteration 0F: 3 clusters Score -1686016 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1688928.750000 Penalty: 4693.283691
	Iteration 1F: 3 clusters Score -1688929 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1689247.125000 Penalty: 4693.283691
	Iteration 2F: 3 clusters Score -1689247 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1689474.125000 Penalty: 4693.283691
	Iteration 3Q: 3 clusters Score -1689474 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1689644.000000 Penalty: 4693.283691
	Iteration 4Q: 3 clusters Score -1689644 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1689793.500000 Penalty: 4693.283691
	Iteration 5Q: 3 clusters Score -1689794 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1689935.750000 Penalty: 4693.283691
	Iteration 6Q: 3 clusters Score -1689936 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1690068.375000 Penalty: 4693.283691
	Iteration 7Q: 3 clusters Score -1690068 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1690189.625000 Penalty: 4693.283691
	Iteration 8Q: 3 clusters Score -1690190 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1690326.125000 Penalty: 4693.283691
	Iteration 9Q: 3 clusters Score -1690326 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1690468.000000 Penalty: 4693.283691
	Iteration 10Q: 3 clusters Score -1690468 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1690657.625000 Penalty: 4693.283691
	Iteration 11Q: 3 clusters Score -1690658 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1690884.125000 Penalty: 4693.283691
	Iteration 12Q: 3 clusters Score -1690884 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1691143.625000 Penalty: 4693.283691
	Iteration 13Q: 3 clusters Score -1691144 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1691434.500000 Penalty: 4693.283691
	Iteration 14Q: 3 clusters Score -1691434 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1691706.000000 Penalty: 4693.283691
	Iteration 15Q: 3 clusters Score -1691706 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1691967.250000 Penalty: 4693.283691
	Iteration 16Q: 3 clusters Score -1691967 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1692205.125000 Penalty: 4693.283691
	Iteration 17Q: 3 clusters Score -1692205 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1692432.125000 Penalty: 4693.283691
	Iteration 18Q: 3 clusters Score -1692432 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1692620.125000 Penalty: 4693.283691
	Iteration 19Q: 3 clusters Score -1692620 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1692777.625000 Penalty: 4693.283691
	Iteration 20F: 3 clusters Score -1692778 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1692908.750000 Penalty: 4693.283691
	Iteration 21Q: 3 clusters Score -1692909 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1693009.875000 Penalty: 4693.283691
	Iteration 22Q: 3 clusters Score -1693010 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1693089.625000 Penalty: 4693.283691
	Iteration 23Q: 3 clusters Score -1693090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1693151.500000 Penalty: 4693.283691
	Iteration 24Q: 3 clusters Score -1693152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1693209.250000 Penalty: 4693.283691
	Iteration 25Q: 3 clusters Score -1693209 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1693242.875000 Penalty: 4693.283691
	Iteration 26Q: 3 clusters Score -1693243 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1693282.625000 Penalty: 4693.283691
	Iteration 27Q: 3 clusters Score -1693283 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1693320.875000 Penalty: 4693.283691
	Iteration 28Q: 3 clusters Score -1693321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1693363.625000 Penalty: 4693.283691
	Iteration 29Q: 3 clusters Score -1693364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1693397.125000 Penalty: 4693.283691
	Iteration 30Q: 3 clusters Score -1693397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1693422.750000 Penalty: 4693.283691
	Iteration 31Q: 3 clusters Score -1693423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1693449.750000 Penalty: 4693.283691
	Iteration 32Q: 3 clusters Score -1693450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1693481.000000 Penalty: 4693.283691
	Iteration 33Q: 3 clusters Score -1693481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1693505.875000 Penalty: 4693.283691
	Iteration 34Q: 3 clusters Score -1693506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1693533.000000 Penalty: 4693.283691
	Iteration 35Q: 3 clusters Score -1693533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1693543.875000 Penalty: 4693.283691
	Iteration 36Q: 3 clusters Score -1693544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1693560.750000 Penalty: 4693.283691
	Iteration 37Q: 3 clusters Score -1693561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1693568.375000 Penalty: 4693.283691
	Iteration 38Q: 3 clusters Score -1693568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1693572.750000 Penalty: 4693.283691
	Iteration 39Q: 3 clusters Score -1693573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1693581.000000 Penalty: 4693.283691
	Iteration 40F: 3 clusters Score -1693581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1693587.500000 Penalty: 4693.283691
	Iteration 41Q: 3 clusters Score -1693588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1693598.875000 Penalty: 4693.283691
	Iteration 42Q: 3 clusters Score -1693599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1693611.750000 Penalty: 4693.283691
	Iteration 43Q: 3 clusters Score -1693612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1693616.250000 Penalty: 4693.283691
	Iteration 44Q: 3 clusters Score -1693616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1693620.875000 Penalty: 4693.283691
	Iteration 45Q: 3 clusters Score -1693621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1693622.875000 Penalty: 4693.283691
	Iteration 46Q: 3 clusters Score -1693623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1693625.125000 Penalty: 4693.283691
	Iteration 47Q: 3 clusters Score -1693625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1693629.375000 Penalty: 4693.283691
	Iteration 48Q: 3 clusters Score -1693629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1693634.500000 Penalty: 4693.283691
	Iteration 49Q: 3 clusters Score -1693634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1693641.375000 Penalty: 4693.283691
	Iteration 50Q: 3 clusters Score -1693641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1693641.625000 Penalty: 4693.283691
	Iteration 51Q: 3 clusters Score -1693642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1693648.250000 Penalty: 4693.283691
	Iteration 52Q: 3 clusters Score -1693648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1693650.875000 Penalty: 4693.283691
	Iteration 53Q: 3 clusters Score -1693651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1693654.875000 Penalty: 4693.283691
	Iteration 54Q: 3 clusters Score -1693655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1693656.375000 Penalty: 4693.283691
	Iteration 55Q: 3 clusters Score -1693656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1693656.375000 Penalty: 4693.283691
	Iteration 56F: 3 clusters Score -1693656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Entering Unmasked Estep 
Score: -2520704.000000 Penalty: 2450.243652
	Iteration 0F: 2 clusters Score -2520704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2506921.250000 Penalty: 4900.487305
	Iteration 0F: 3 clusters Score -2506921 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2511619.000000 Penalty: 4900.487305
	Iteration 1F: 3 clusters Score -2511619 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2512134.750000 Penalty: 4900.487305
	Iteration 2F: 3 clusters Score -2512135 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2512715.250000 Penalty: 4900.487305
	Iteration 3F: 3 clusters Score -2512715 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2513432.750000 Penalty: 4900.487305
	Iteration 4F: 3 clusters Score -2513433 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2514282.000000 Penalty: 4900.487305
	Iteration 5F: 3 clusters Score -2514282 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2515363.250000 Penalty: 4900.487305
	Iteration 6F: 3 clusters Score -2515363 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2516579.000000 Penalty: 4900.487305
	Iteration 7F: 3 clusters Score -2516579 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2517819.000000 Penalty: 4900.487305
	Iteration 8F: 3 clusters Score -2517819 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2518851.750000 Penalty: 4900.487305
	Iteration 9F: 3 clusters Score -2518852 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2519526.750000 Penalty: 4900.487305
	Iteration 10Q: 3 clusters Score -2519527 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2519956.750000 Penalty: 4900.487305
	Iteration 11Q: 3 clusters Score -2519957 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2520347.000000 Penalty: 4900.487305
	Iteration 12Q: 3 clusters Score -2520347 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2520681.750000 Penalty: 4900.487305
	Iteration 13Q: 3 clusters Score -2520682 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2520886.000000 Penalty: 4900.487305
	Iteration 14Q: 3 clusters Score -2520886 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2521010.500000 Penalty: 4900.487305
	Iteration 15Q: 3 clusters Score -2521010 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2521066.000000 Penalty: 4900.487305
	Iteration 16Q: 3 clusters Score -2521066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2521097.250000 Penalty: 4900.487305
	Iteration 17Q: 3 clusters Score -2521097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2521108.500000 Penalty: 4900.487305
	Iteration 18Q: 3 clusters Score -2521108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2521116.500000 Penalty: 4900.487305
	Iteration 19Q: 3 clusters Score -2521116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2521125.000000 Penalty: 4900.487305
	Iteration 20F: 3 clusters Score -2521125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2521121.500000 Penalty: 4900.487305
	Iteration 21Q: 3 clusters Score -2521122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2521126.000000 Penalty: 4900.487305
	Iteration 22Q: 3 clusters Score -2521126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2521122.500000 Penalty: 4900.487305
	Iteration 23Q: 3 clusters Score -2521122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2521125.000000 Penalty: 4900.487305
	Iteration 24Q: 3 clusters Score -2521125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2521125.250000 Penalty: 4900.487305
	Iteration 25Q: 3 clusters Score -2521125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2521125.000000 Penalty: 4900.487305
	Iteration 26Q: 3 clusters Score -2521125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2521125.000000 Penalty: 4900.487305
	Iteration 27F: 3 clusters Score -2521125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 24947 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97249 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 5695 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 24534 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46113 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4666 members 
Mstep: Class 17 contains 44533 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 13841 members 
Entering Unmasked Estep 
Score: -42908940.000000 Penalty: 66272.132812
Splitting cluster 7 changes total score from -42908996.000000 to -42908940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -538044.250000 Penalty: 2085.416992
	Iteration 0F: 2 clusters Score -538044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -533814.812500 Penalty: 4170.833984
	Iteration 0F: 3 clusters Score -533814.8 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -534844.250000 Penalty: 4170.833984
	Iteration 1F: 3 clusters Score -534844.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -535089.125000 Penalty: 4170.833984
	Iteration 2F: 3 clusters Score -535089.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -535259.125000 Penalty: 4170.833984
	Iteration 3F: 3 clusters Score -535259.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -535379.625000 Penalty: 4170.833984
	Iteration 4Q: 3 clusters Score -535379.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -535509.437500 Penalty: 4170.833984
	Iteration 5Q: 3 clusters Score -535509.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -535641.625000 Penalty: 4170.833984
	Iteration 6Q: 3 clusters Score -535641.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -535754.562500 Penalty: 4170.833984
	Iteration 7Q: 3 clusters Score -535754.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -535878.312500 Penalty: 4170.833984
	Iteration 8Q: 3 clusters Score -535878.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -535985.312500 Penalty: 4170.833984
	Iteration 9Q: 3 clusters Score -535985.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -536072.937500 Penalty: 4170.833984
	Iteration 10Q: 3 clusters Score -536072.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -536145.000000 Penalty: 4170.833984
	Iteration 11Q: 3 clusters Score -536145 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -536201.875000 Penalty: 4170.833984
	Iteration 12Q: 3 clusters Score -536201.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -536247.250000 Penalty: 4170.833984
	Iteration 13Q: 3 clusters Score -536247.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -536285.250000 Penalty: 4170.833984
	Iteration 14Q: 3 clusters Score -536285.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -536316.750000 Penalty: 4170.833984
	Iteration 15Q: 3 clusters Score -536316.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -536334.125000 Penalty: 4170.833984
	Iteration 16Q: 3 clusters Score -536334.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -536350.500000 Penalty: 4170.833984
	Iteration 17Q: 3 clusters Score -536350.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -536369.375000 Penalty: 4170.833984
	Iteration 18Q: 3 clusters Score -536369.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -536385.062500 Penalty: 4170.833984
	Iteration 19Q: 3 clusters Score -536385.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -536400.187500 Penalty: 4170.833984
	Iteration 20F: 3 clusters Score -536400.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -536413.500000 Penalty: 4170.833984
	Iteration 21Q: 3 clusters Score -536413.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -536421.750000 Penalty: 4170.833984
	Iteration 22Q: 3 clusters Score -536421.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -536433.437500 Penalty: 4170.833984
	Iteration 23Q: 3 clusters Score -536433.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -536447.937500 Penalty: 4170.833984
	Iteration 24Q: 3 clusters Score -536447.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -536462.312500 Penalty: 4170.833984
	Iteration 25Q: 3 clusters Score -536462.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -536475.312500 Penalty: 4170.833984
	Iteration 26Q: 3 clusters Score -536475.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -536482.187500 Penalty: 4170.833984
	Iteration 27Q: 3 clusters Score -536482.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -536487.750000 Penalty: 4170.833984
	Iteration 28Q: 3 clusters Score -536487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -536491.625000 Penalty: 4170.833984
	Iteration 29Q: 3 clusters Score -536491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -536493.312500 Penalty: 4170.833984
	Iteration 30Q: 3 clusters Score -536493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -536495.750000 Penalty: 4170.833984
	Iteration 31Q: 3 clusters Score -536495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -536499.250000 Penalty: 4170.833984
	Iteration 32Q: 3 clusters Score -536499.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -536503.062500 Penalty: 4170.833984
	Iteration 33Q: 3 clusters Score -536503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -536506.062500 Penalty: 4170.833984
	Iteration 34Q: 3 clusters Score -536506.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -536508.812500 Penalty: 4170.833984
	Iteration 35Q: 3 clusters Score -536508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -536510.812500 Penalty: 4170.833984
	Iteration 36Q: 3 clusters Score -536510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -536511.187500 Penalty: 4170.833984
	Iteration 37Q: 3 clusters Score -536511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -536511.187500 Penalty: 4170.833984
	Iteration 38F: 3 clusters Score -536511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Entering Unmasked Estep 
Score: -3049157.750000 Penalty: 2506.738037
	Iteration 0F: 2 clusters Score -3049158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3032089.250000 Penalty: 5013.476074
	Iteration 0F: 3 clusters Score -3032089 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3037928.500000 Penalty: 5013.476074
	Iteration 1F: 3 clusters Score -3037928 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3038341.750000 Penalty: 5013.476074
	Iteration 2Q: 3 clusters Score -3038342 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -3038693.750000 Penalty: 5013.476074
	Iteration 3Q: 3 clusters Score -3038694 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3038987.500000 Penalty: 5013.476074
	Iteration 4Q: 3 clusters Score -3038988 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3039269.250000 Penalty: 5013.476074
	Iteration 5Q: 3 clusters Score -3039269 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3039502.250000 Penalty: 5013.476074
	Iteration 6Q: 3 clusters Score -3039502 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3039761.500000 Penalty: 5013.476074
	Iteration 7Q: 3 clusters Score -3039762 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3040011.250000 Penalty: 5013.476074
	Iteration 8Q: 3 clusters Score -3040011 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3040298.750000 Penalty: 5013.476074
	Iteration 9Q: 3 clusters Score -3040299 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3040650.000000 Penalty: 5013.476074
	Iteration 10Q: 3 clusters Score -3040650 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3041137.500000 Penalty: 5013.476074
	Iteration 11Q: 3 clusters Score -3041138 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3041728.750000 Penalty: 5013.476074
	Iteration 12Q: 3 clusters Score -3041729 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3042457.000000 Penalty: 5013.476074
	Iteration 13Q: 3 clusters Score -3042457 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3043348.750000 Penalty: 5013.476074
	Iteration 14F: 3 clusters Score -3043349 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3044315.500000 Penalty: 5013.476074
	Iteration 15F: 3 clusters Score -3044316 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3045127.250000 Penalty: 5013.476074
	Iteration 16Q: 3 clusters Score -3045127 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3045773.250000 Penalty: 5013.476074
	Iteration 17Q: 3 clusters Score -3045773 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3046271.500000 Penalty: 5013.476074
	Iteration 18Q: 3 clusters Score -3046272 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3046618.500000 Penalty: 5013.476074
	Iteration 19Q: 3 clusters Score -3046618 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3046836.250000 Penalty: 5013.476074
	Iteration 20F: 3 clusters Score -3046836 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3046965.750000 Penalty: 5013.476074
	Iteration 21Q: 3 clusters Score -3046966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3047045.000000 Penalty: 5013.476074
	Iteration 22Q: 3 clusters Score -3047045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3047088.000000 Penalty: 5013.476074
	Iteration 23Q: 3 clusters Score -3047088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3047110.250000 Penalty: 5013.476074
	Iteration 24Q: 3 clusters Score -3047110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3047131.000000 Penalty: 5013.476074
	Iteration 25Q: 3 clusters Score -3047131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3047139.750000 Penalty: 5013.476074
	Iteration 26Q: 3 clusters Score -3047140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3047151.250000 Penalty: 5013.476074
	Iteration 27Q: 3 clusters Score -3047151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3047152.500000 Penalty: 5013.476074
	Iteration 28Q: 3 clusters Score -3047152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3047160.250000 Penalty: 5013.476074
	Iteration 29Q: 3 clusters Score -3047160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3047163.250000 Penalty: 5013.476074
	Iteration 30Q: 3 clusters Score -3047163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3047167.000000 Penalty: 5013.476074
	Iteration 31Q: 3 clusters Score -3047167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3047168.000000 Penalty: 5013.476074
	Iteration 32Q: 3 clusters Score -3047168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3047170.000000 Penalty: 5013.476074
	Iteration 33Q: 3 clusters Score -3047170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3047170.000000 Penalty: 5013.476074
	Iteration 34F: 3 clusters Score -3047170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Entering Unmasked Estep 
Score: -1301279.500000 Penalty: 2275.200439
	Iteration 0F: 2 clusters Score -1301280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1293764.750000 Penalty: 4550.400879
	Iteration 0F: 3 clusters Score -1293765 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1295801.625000 Penalty: 4550.400879
	Iteration 1F: 3 clusters Score -1295802 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1296074.000000 Penalty: 4550.400879
	Iteration 2F: 3 clusters Score -1296074 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1296269.750000 Penalty: 4550.400879
	Iteration 3Q: 3 clusters Score -1296270 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1296410.875000 Penalty: 4550.400879
	Iteration 4Q: 3 clusters Score -1296411 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1296498.875000 Penalty: 4550.400879
	Iteration 5Q: 3 clusters Score -1296499 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1296581.125000 Penalty: 4550.400879
	Iteration 6Q: 3 clusters Score -1296581 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1296652.500000 Penalty: 4550.400879
	Iteration 7Q: 3 clusters Score -1296652 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1296710.125000 Penalty: 4550.400879
	Iteration 8Q: 3 clusters Score -1296710 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1296767.625000 Penalty: 4550.400879
	Iteration 9Q: 3 clusters Score -1296768 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1296822.375000 Penalty: 4550.400879
	Iteration 10Q: 3 clusters Score -1296822 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1296888.375000 Penalty: 4550.400879
	Iteration 11Q: 3 clusters Score -1296888 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1296960.625000 Penalty: 4550.400879
	Iteration 12Q: 3 clusters Score -1296961 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1297027.375000 Penalty: 4550.400879
	Iteration 13Q: 3 clusters Score -1297027 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1297115.000000 Penalty: 4550.400879
	Iteration 14Q: 3 clusters Score -1297115 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1297202.375000 Penalty: 4550.400879
	Iteration 15Q: 3 clusters Score -1297202 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1297294.750000 Penalty: 4550.400879
	Iteration 16Q: 3 clusters Score -1297295 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1297411.625000 Penalty: 4550.400879
	Iteration 17Q: 3 clusters Score -1297412 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1297565.375000 Penalty: 4550.400879
	Iteration 18Q: 3 clusters Score -1297565 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1297712.000000 Penalty: 4550.400879
	Iteration 19Q: 3 clusters Score -1297712 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1297906.625000 Penalty: 4550.400879
	Iteration 20F: 3 clusters Score -1297907 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1298137.875000 Penalty: 4550.400879
	Iteration 21Q: 3 clusters Score -1298138 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1298382.000000 Penalty: 4550.400879
	Iteration 22Q: 3 clusters Score -1298382 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1298587.875000 Penalty: 4550.400879
	Iteration 23Q: 3 clusters Score -1298588 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1298781.125000 Penalty: 4550.400879
	Iteration 24Q: 3 clusters Score -1298781 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1298947.250000 Penalty: 4550.400879
	Iteration 25Q: 3 clusters Score -1298947 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1299074.750000 Penalty: 4550.400879
	Iteration 26Q: 3 clusters Score -1299075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1299146.875000 Penalty: 4550.400879
	Iteration 27Q: 3 clusters Score -1299147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1299193.625000 Penalty: 4550.400879
	Iteration 28Q: 3 clusters Score -1299194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1299209.625000 Penalty: 4550.400879
	Iteration 29Q: 3 clusters Score -1299210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1299221.375000 Penalty: 4550.400879
	Iteration 30Q: 3 clusters Score -1299221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1299229.125000 Penalty: 4550.400879
	Iteration 31Q: 3 clusters Score -1299229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1299235.125000 Penalty: 4550.400879
	Iteration 32Q: 3 clusters Score -1299235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1299237.000000 Penalty: 4550.400879
	Iteration 33Q: 3 clusters Score -1299237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1299241.500000 Penalty: 4550.400879
	Iteration 34Q: 3 clusters Score -1299242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1299241.375000 Penalty: 4550.400879
	Iteration 35Q: 3 clusters Score -1299241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1299246.625000 Penalty: 4550.400879
	Iteration 36Q: 3 clusters Score -1299247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1299249.500000 Penalty: 4550.400879
	Iteration 37Q: 3 clusters Score -1299250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1299249.375000 Penalty: 4550.400879
	Iteration 38Q: 3 clusters Score -1299249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1299249.375000 Penalty: 4550.400879
	Iteration 39F: 3 clusters Score -1299249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -30340.015625 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -30340.02 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 129 members 
Entering Unmasked Estep 
Score: -29125.949219 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -29125.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29284.171875 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -29284.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29397.931641 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -29397.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29457.851562 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -29457.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29569.667969 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -29569.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29606.046875 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -29606.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29619.744141 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -29619.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29624.900391 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -29624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29636.076172 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -29636.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29640.742188 Penalty: 2805.372070
	Iteration 9Q: 3 clusters Score -29640.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29661.341797 Penalty: 2805.372070
	Iteration 10Q: 3 clusters Score -29661.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29661.341797 Penalty: 2805.372070
	Iteration 11F: 3 clusters Score -29661.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -160218.718750 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -160218.7 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 638 members 
Entering Unmasked Estep 
Score: -158045.421875 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -158045.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -158498.812500 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -158498.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -158803.390625 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -158803.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -159240.281250 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -159240.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -159698.109375 Penalty: 3569.184814
	Iteration 4F: 3 clusters Score -159698.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -159952.437500 Penalty: 3569.184814
	Iteration 5F: 3 clusters Score -159952.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -160075.281250 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -160075.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160133.890625 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -160133.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -160158.968750 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -160159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -160178.937500 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -160178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160193.265625 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -160193.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -160198.859375 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -160198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160200.687500 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -160200.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160200.687500 Penalty: 3569.184814
	Iteration 13F: 3 clusters Score -160200.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Entering Unmasked Estep 
Score: -973459.750000 Penalty: 2211.060547
	Iteration 0F: 2 clusters Score -973459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -967432.500000 Penalty: 4422.121094
	Iteration 0F: 3 clusters Score -967432.5 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -969077.750000 Penalty: 4422.121094
	Iteration 1F: 3 clusters Score -969077.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -969328.562500 Penalty: 4422.121094
	Iteration 2F: 3 clusters Score -969328.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -969526.812500 Penalty: 4422.121094
	Iteration 3F: 3 clusters Score -969526.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -969676.500000 Penalty: 4422.121094
	Iteration 4Q: 3 clusters Score -969676.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -969784.937500 Penalty: 4422.121094
	Iteration 5Q: 3 clusters Score -969784.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -969905.625000 Penalty: 4422.121094
	Iteration 6Q: 3 clusters Score -969905.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -970023.500000 Penalty: 4422.121094
	Iteration 7Q: 3 clusters Score -970023.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -970153.000000 Penalty: 4422.121094
	Iteration 8Q: 3 clusters Score -970153 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -970295.687500 Penalty: 4422.121094
	Iteration 9Q: 3 clusters Score -970295.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -970436.687500 Penalty: 4422.121094
	Iteration 10Q: 3 clusters Score -970436.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -970601.125000 Penalty: 4422.121094
	Iteration 11Q: 3 clusters Score -970601.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -970744.437500 Penalty: 4422.121094
	Iteration 12Q: 3 clusters Score -970744.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -970848.187500 Penalty: 4422.121094
	Iteration 13Q: 3 clusters Score -970848.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -970943.187500 Penalty: 4422.121094
	Iteration 14Q: 3 clusters Score -970943.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -971031.000000 Penalty: 4422.121094
	Iteration 15Q: 3 clusters Score -971031 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -971113.187500 Penalty: 4422.121094
	Iteration 16Q: 3 clusters Score -971113.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -971175.562500 Penalty: 4422.121094
	Iteration 17Q: 3 clusters Score -971175.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -971219.375000 Penalty: 4422.121094
	Iteration 18Q: 3 clusters Score -971219.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -971252.062500 Penalty: 4422.121094
	Iteration 19Q: 3 clusters Score -971252.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -971276.375000 Penalty: 4422.121094
	Iteration 20F: 3 clusters Score -971276.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -971298.062500 Penalty: 4422.121094
	Iteration 21Q: 3 clusters Score -971298.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -971314.875000 Penalty: 4422.121094
	Iteration 22Q: 3 clusters Score -971314.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -971349.875000 Penalty: 4422.121094
	Iteration 23Q: 3 clusters Score -971349.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -971384.875000 Penalty: 4422.121094
	Iteration 24Q: 3 clusters Score -971384.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -971418.437500 Penalty: 4422.121094
	Iteration 25Q: 3 clusters Score -971418.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -971444.937500 Penalty: 4422.121094
	Iteration 26Q: 3 clusters Score -971444.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -971458.250000 Penalty: 4422.121094
	Iteration 27Q: 3 clusters Score -971458.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -971472.562500 Penalty: 4422.121094
	Iteration 28Q: 3 clusters Score -971472.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -971484.250000 Penalty: 4422.121094
	Iteration 29Q: 3 clusters Score -971484.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -971492.750000 Penalty: 4422.121094
	Iteration 30Q: 3 clusters Score -971492.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -971500.000000 Penalty: 4422.121094
	Iteration 31Q: 3 clusters Score -971500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -971502.937500 Penalty: 4422.121094
	Iteration 32Q: 3 clusters Score -971502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -971504.125000 Penalty: 4422.121094
	Iteration 33Q: 3 clusters Score -971504.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -971504.125000 Penalty: 4422.121094
	Iteration 34F: 3 clusters Score -971504.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Entering Unmasked Estep 
Score: -6105869.500000 Penalty: 2663.234863
	Iteration 0F: 2 clusters Score -6105870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -6074675.500000 Penalty: 5326.469727
	Iteration 0F: 3 clusters Score -6074676 nChanged 21111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -6086186.000000 Penalty: 5326.469727
	Iteration 1F: 3 clusters Score -6086186 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -6086713.500000 Penalty: 5326.469727
	Iteration 2Q: 3 clusters Score -6086714 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -6087283.500000 Penalty: 5326.469727
	Iteration 3Q: 3 clusters Score -6087284 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -6088072.500000 Penalty: 5326.469727
	Iteration 4Q: 3 clusters Score -6088072 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -6089123.000000 Penalty: 5326.469727
	Iteration 5Q: 3 clusters Score -6089123 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -6090645.500000 Penalty: 5326.469727
	Iteration 6F: 3 clusters Score -6090646 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -6092635.000000 Penalty: 5326.469727
	Iteration 7F: 3 clusters Score -6092635 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -6095193.500000 Penalty: 5326.469727
	Iteration 8F: 3 clusters Score -6095194 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -6097997.000000 Penalty: 5326.469727
	Iteration 9F: 3 clusters Score -6097997 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6100297.000000 Penalty: 5326.469727
	Iteration 10F: 3 clusters Score -6100297 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6101714.000000 Penalty: 5326.469727
	Iteration 11Q: 3 clusters Score -6101714 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6102466.500000 Penalty: 5326.469727
	Iteration 12Q: 3 clusters Score -6102466 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6102958.500000 Penalty: 5326.469727
	Iteration 13Q: 3 clusters Score -6102958 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6103185.000000 Penalty: 5326.469727
	Iteration 14Q: 3 clusters Score -6103185 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6103352.000000 Penalty: 5326.469727
	Iteration 15Q: 3 clusters Score -6103352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6103437.000000 Penalty: 5326.469727
	Iteration 16Q: 3 clusters Score -6103437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6103486.500000 Penalty: 5326.469727
	Iteration 17Q: 3 clusters Score -6103486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6103515.000000 Penalty: 5326.469727
	Iteration 18Q: 3 clusters Score -6103515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6103542.500000 Penalty: 5326.469727
	Iteration 19Q: 3 clusters Score -6103542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6103556.500000 Penalty: 5326.469727
	Iteration 20F: 3 clusters Score -6103556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6103568.500000 Penalty: 5326.469727
	Iteration 21Q: 3 clusters Score -6103568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6103585.000000 Penalty: 5326.469727
	Iteration 22Q: 3 clusters Score -6103585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6103591.000000 Penalty: 5326.469727
	Iteration 23Q: 3 clusters Score -6103591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6103607.000000 Penalty: 5326.469727
	Iteration 24Q: 3 clusters Score -6103607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6103619.000000 Penalty: 5326.469727
	Iteration 25Q: 3 clusters Score -6103619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6103624.000000 Penalty: 5326.469727
	Iteration 26Q: 3 clusters Score -6103624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6103629.000000 Penalty: 5326.469727
	Iteration 27Q: 3 clusters Score -6103629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6103634.000000 Penalty: 5326.469727
	Iteration 28Q: 3 clusters Score -6103634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6103637.500000 Penalty: 5326.469727
	Iteration 29Q: 3 clusters Score -6103638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6103630.000000 Penalty: 5326.469727
	Iteration 30Q: 3 clusters Score -6103630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6103639.500000 Penalty: 5326.469727
	Iteration 31Q: 3 clusters Score -6103640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6103641.500000 Penalty: 5326.469727
	Iteration 32Q: 3 clusters Score -6103642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6103656.000000 Penalty: 5326.469727
	Iteration 33Q: 3 clusters Score -6103656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6103656.500000 Penalty: 5326.469727
	Iteration 34Q: 3 clusters Score -6103656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6103658.000000 Penalty: 5326.469727
	Iteration 35Q: 3 clusters Score -6103658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6103658.500000 Penalty: 5326.469727
	Iteration 36Q: 3 clusters Score -6103658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6103663.500000 Penalty: 5326.469727
	Iteration 37Q: 3 clusters Score -6103664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6103663.500000 Penalty: 5326.469727
	Iteration 38F: 3 clusters Score -6103664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -162649.890625 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -162649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160554.265625 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -160554.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -161263.218750 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -161263.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -161636.890625 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -161636.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -161863.546875 Penalty: 3593.844971
	Iteration 3F: 3 clusters Score -161863.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162047.671875 Penalty: 3593.844971
	Iteration 4F: 3 clusters Score -162047.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -162255.515625 Penalty: 3593.844971
	Iteration 5F: 3 clusters Score -162255.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162472.734375 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -162472.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162729.531250 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -162729.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -163225.171875 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -163225.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -163484.125000 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -163484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -163490.625000 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -163490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -163491.281250 Penalty: 3593.844971
	Iteration 11Q: 3 clusters Score -163491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -163491.281250 Penalty: 3593.844971
	Iteration 12F: 3 clusters Score -163491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 24947 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97249 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19536 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 24534 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46113 members 
Mstep: Class 15 contains 676 members 
Mstep: Class 16 contains 4666 members 
Mstep: Class 17 contains 44533 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 726 members 
Entering Unmasked Estep 
Score: -42908580.000000 Penalty: 66272.132812
Splitting cluster 15 changes total score from -42908996.000000 to -42908580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -609627.125000 Penalty: 2095.118164
	Iteration 0F: 2 clusters Score -609627.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -605289.875000 Penalty: 4190.236328
	Iteration 0F: 3 clusters Score -605289.9 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -606309.937500 Penalty: 4190.236328
	Iteration 1F: 3 clusters Score -606309.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -606543.625000 Penalty: 4190.236328
	Iteration 2F: 3 clusters Score -606543.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -606715.687500 Penalty: 4190.236328
	Iteration 3F: 3 clusters Score -606715.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -606824.250000 Penalty: 4190.236328
	Iteration 4Q: 3 clusters Score -606824.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -606916.000000 Penalty: 4190.236328
	Iteration 5Q: 3 clusters Score -606916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -606982.000000 Penalty: 4190.236328
	Iteration 6Q: 3 clusters Score -606982 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -607047.375000 Penalty: 4190.236328
	Iteration 7Q: 3 clusters Score -607047.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -607096.812500 Penalty: 4190.236328
	Iteration 8Q: 3 clusters Score -607096.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -607144.062500 Penalty: 4190.236328
	Iteration 9Q: 3 clusters Score -607144.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -607183.500000 Penalty: 4190.236328
	Iteration 10Q: 3 clusters Score -607183.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -607214.875000 Penalty: 4190.236328
	Iteration 11Q: 3 clusters Score -607214.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -607239.437500 Penalty: 4190.236328
	Iteration 12Q: 3 clusters Score -607239.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -607262.250000 Penalty: 4190.236328
	Iteration 13Q: 3 clusters Score -607262.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -607287.187500 Penalty: 4190.236328
	Iteration 14Q: 3 clusters Score -607287.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -607306.750000 Penalty: 4190.236328
	Iteration 15Q: 3 clusters Score -607306.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -607319.375000 Penalty: 4190.236328
	Iteration 16Q: 3 clusters Score -607319.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -607331.312500 Penalty: 4190.236328
	Iteration 17Q: 3 clusters Score -607331.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -607352.500000 Penalty: 4190.236328
	Iteration 18Q: 3 clusters Score -607352.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -607375.250000 Penalty: 4190.236328
	Iteration 19Q: 3 clusters Score -607375.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -607394.062500 Penalty: 4190.236328
	Iteration 20F: 3 clusters Score -607394.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -607407.625000 Penalty: 4190.236328
	Iteration 21Q: 3 clusters Score -607407.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -607420.937500 Penalty: 4190.236328
	Iteration 22Q: 3 clusters Score -607420.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -607430.062500 Penalty: 4190.236328
	Iteration 23Q: 3 clusters Score -607430.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -607438.062500 Penalty: 4190.236328
	Iteration 24Q: 3 clusters Score -607438.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -607446.062500 Penalty: 4190.236328
	Iteration 25Q: 3 clusters Score -607446.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -607452.750000 Penalty: 4190.236328
	Iteration 26Q: 3 clusters Score -607452.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -607456.937500 Penalty: 4190.236328
	Iteration 27Q: 3 clusters Score -607456.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -607463.312500 Penalty: 4190.236328
	Iteration 28Q: 3 clusters Score -607463.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -607470.375000 Penalty: 4190.236328
	Iteration 29Q: 3 clusters Score -607470.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -607478.062500 Penalty: 4190.236328
	Iteration 30Q: 3 clusters Score -607478.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -607488.125000 Penalty: 4190.236328
	Iteration 31Q: 3 clusters Score -607488.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -607498.812500 Penalty: 4190.236328
	Iteration 32Q: 3 clusters Score -607498.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -607506.062500 Penalty: 4190.236328
	Iteration 33Q: 3 clusters Score -607506.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -607519.812500 Penalty: 4190.236328
	Iteration 34Q: 3 clusters Score -607519.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -607535.437500 Penalty: 4190.236328
	Iteration 35Q: 3 clusters Score -607535.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -607549.937500 Penalty: 4190.236328
	Iteration 36Q: 3 clusters Score -607549.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -607560.562500 Penalty: 4190.236328
	Iteration 37Q: 3 clusters Score -607560.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -607572.812500 Penalty: 4190.236328
	Iteration 38Q: 3 clusters Score -607572.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -607588.937500 Penalty: 4190.236328
	Iteration 39Q: 3 clusters Score -607588.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -607608.125000 Penalty: 4190.236328
	Iteration 40F: 3 clusters Score -607608.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -607626.312500 Penalty: 4190.236328
	Iteration 41Q: 3 clusters Score -607626.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -607647.937500 Penalty: 4190.236328
	Iteration 42Q: 3 clusters Score -607647.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -607669.562500 Penalty: 4190.236328
	Iteration 43Q: 3 clusters Score -607669.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -607690.500000 Penalty: 4190.236328
	Iteration 44Q: 3 clusters Score -607690.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -607718.437500 Penalty: 4190.236328
	Iteration 45Q: 3 clusters Score -607718.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -607755.250000 Penalty: 4190.236328
	Iteration 46Q: 3 clusters Score -607755.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -607794.125000 Penalty: 4190.236328
	Iteration 47Q: 3 clusters Score -607794.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -607832.750000 Penalty: 4190.236328
	Iteration 48Q: 3 clusters Score -607832.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -607881.125000 Penalty: 4190.236328
	Iteration 49Q: 3 clusters Score -607881.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -607933.125000 Penalty: 4190.236328
	Iteration 50Q: 3 clusters Score -607933.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -607998.687500 Penalty: 4190.236328
	Iteration 51Q: 3 clusters Score -607998.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -608058.875000 Penalty: 4190.236328
	Iteration 52Q: 3 clusters Score -608058.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -608116.500000 Penalty: 4190.236328
	Iteration 53Q: 3 clusters Score -608116.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -608161.687500 Penalty: 4190.236328
	Iteration 54Q: 3 clusters Score -608161.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -608207.375000 Penalty: 4190.236328
	Iteration 55Q: 3 clusters Score -608207.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -608252.500000 Penalty: 4190.236328
	Iteration 56Q: 3 clusters Score -608252.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -608284.187500 Penalty: 4190.236328
	Iteration 57Q: 3 clusters Score -608284.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -608308.000000 Penalty: 4190.236328
	Iteration 58Q: 3 clusters Score -608308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -608332.125000 Penalty: 4190.236328
	Iteration 59Q: 3 clusters Score -608332.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -608349.312500 Penalty: 4190.236328
	Iteration 60F: 3 clusters Score -608349.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -608361.812500 Penalty: 4190.236328
	Iteration 61Q: 3 clusters Score -608361.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -608369.562500 Penalty: 4190.236328
	Iteration 62Q: 3 clusters Score -608369.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -608379.250000 Penalty: 4190.236328
	Iteration 63Q: 3 clusters Score -608379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -608382.312500 Penalty: 4190.236328
	Iteration 64Q: 3 clusters Score -608382.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -608387.062500 Penalty: 4190.236328
	Iteration 65Q: 3 clusters Score -608387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -608391.375000 Penalty: 4190.236328
	Iteration 66Q: 3 clusters Score -608391.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -608399.437500 Penalty: 4190.236328
	Iteration 67Q: 3 clusters Score -608399.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -608401.875000 Penalty: 4190.236328
	Iteration 68Q: 3 clusters Score -608401.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -608408.687500 Penalty: 4190.236328
	Iteration 69Q: 3 clusters Score -608408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -608412.250000 Penalty: 4190.236328
	Iteration 70Q: 3 clusters Score -608412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -608413.000000 Penalty: 4190.236328
	Iteration 71Q: 3 clusters Score -608413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -608416.187500 Penalty: 4190.236328
	Iteration 72Q: 3 clusters Score -608416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -608418.812500 Penalty: 4190.236328
	Iteration 73Q: 3 clusters Score -608418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -608421.875000 Penalty: 4190.236328
	Iteration 74Q: 3 clusters Score -608421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -608424.875000 Penalty: 4190.236328
	Iteration 75Q: 3 clusters Score -608424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -608426.562500 Penalty: 4190.236328
	Iteration 76Q: 3 clusters Score -608426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -608431.000000 Penalty: 4190.236328
	Iteration 77Q: 3 clusters Score -608431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -608432.562500 Penalty: 4190.236328
	Iteration 78Q: 3 clusters Score -608432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -608435.625000 Penalty: 4190.236328
	Iteration 79Q: 3 clusters Score -608435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -608435.625000 Penalty: 4190.236328
	Iteration 80F: 3 clusters Score -608435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Entering Unmasked Estep 
Score: -5785320.000000 Penalty: 2654.588623
	Iteration 0F: 2 clusters Score -5785320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -5755097.000000 Penalty: 5309.177246
	Iteration 0F: 3 clusters Score -5755097 nChanged 20517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -5766820.500000 Penalty: 5309.177246
	Iteration 1F: 3 clusters Score -5766820 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5767708.000000 Penalty: 5309.177246
	Iteration 2Q: 3 clusters Score -5767708 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -5768888.500000 Penalty: 5309.177246
	Iteration 3Q: 3 clusters Score -5768888 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5770372.500000 Penalty: 5309.177246
	Iteration 4F: 3 clusters Score -5770372 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -5772083.500000 Penalty: 5309.177246
	Iteration 5F: 3 clusters Score -5772084 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -5773504.000000 Penalty: 5309.177246
	Iteration 6F: 3 clusters Score -5773504 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -5774582.000000 Penalty: 5309.177246
	Iteration 7F: 3 clusters Score -5774582 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -5775356.000000 Penalty: 5309.177246
	Iteration 8Q: 3 clusters Score -5775356 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -5775865.000000 Penalty: 5309.177246
	Iteration 9Q: 3 clusters Score -5775865 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5776404.500000 Penalty: 5309.177246
	Iteration 10Q: 3 clusters Score -5776404 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -5776835.000000 Penalty: 5309.177246
	Iteration 11Q: 3 clusters Score -5776835 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -5777223.500000 Penalty: 5309.177246
	Iteration 12Q: 3 clusters Score -5777224 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -5777539.500000 Penalty: 5309.177246
	Iteration 13Q: 3 clusters Score -5777540 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -5777897.000000 Penalty: 5309.177246
	Iteration 14Q: 3 clusters Score -5777897 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -5778227.000000 Penalty: 5309.177246
	Iteration 15Q: 3 clusters Score -5778227 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5778596.500000 Penalty: 5309.177246
	Iteration 16Q: 3 clusters Score -5778596 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -5778959.500000 Penalty: 5309.177246
	Iteration 17Q: 3 clusters Score -5778960 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -5779388.000000 Penalty: 5309.177246
	Iteration 18Q: 3 clusters Score -5779388 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -5779859.000000 Penalty: 5309.177246
	Iteration 19Q: 3 clusters Score -5779859 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5780309.000000 Penalty: 5309.177246
	Iteration 20F: 3 clusters Score -5780309 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5780736.000000 Penalty: 5309.177246
	Iteration 21Q: 3 clusters Score -5780736 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5781152.000000 Penalty: 5309.177246
	Iteration 22Q: 3 clusters Score -5781152 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5781570.500000 Penalty: 5309.177246
	Iteration 23Q: 3 clusters Score -5781570 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -5781960.000000 Penalty: 5309.177246
	Iteration 24Q: 3 clusters Score -5781960 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5782306.000000 Penalty: 5309.177246
	Iteration 25Q: 3 clusters Score -5782306 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5782560.500000 Penalty: 5309.177246
	Iteration 26Q: 3 clusters Score -5782560 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -5782759.500000 Penalty: 5309.177246
	Iteration 27Q: 3 clusters Score -5782760 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5782886.000000 Penalty: 5309.177246
	Iteration 28Q: 3 clusters Score -5782886 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5783018.500000 Penalty: 5309.177246
	Iteration 29Q: 3 clusters Score -5783018 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -5783107.500000 Penalty: 5309.177246
	Iteration 30Q: 3 clusters Score -5783108 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5783167.500000 Penalty: 5309.177246
	Iteration 31Q: 3 clusters Score -5783168 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -5783223.000000 Penalty: 5309.177246
	Iteration 32Q: 3 clusters Score -5783223 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5783262.500000 Penalty: 5309.177246
	Iteration 33Q: 3 clusters Score -5783262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -5783286.500000 Penalty: 5309.177246
	Iteration 34Q: 3 clusters Score -5783286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5783303.500000 Penalty: 5309.177246
	Iteration 35Q: 3 clusters Score -5783304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -5783332.000000 Penalty: 5309.177246
	Iteration 36Q: 3 clusters Score -5783332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5783364.000000 Penalty: 5309.177246
	Iteration 37Q: 3 clusters Score -5783364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5783367.500000 Penalty: 5309.177246
	Iteration 38Q: 3 clusters Score -5783368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -5783385.000000 Penalty: 5309.177246
	Iteration 39Q: 3 clusters Score -5783385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -5783394.000000 Penalty: 5309.177246
	Iteration 40F: 3 clusters Score -5783394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5783388.000000 Penalty: 5309.177246
	Iteration 41Q: 3 clusters Score -5783388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5783396.500000 Penalty: 5309.177246
	Iteration 42Q: 3 clusters Score -5783396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -5783404.000000 Penalty: 5309.177246
	Iteration 43Q: 3 clusters Score -5783404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5783412.000000 Penalty: 5309.177246
	Iteration 44Q: 3 clusters Score -5783412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5783422.000000 Penalty: 5309.177246
	Iteration 45Q: 3 clusters Score -5783422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5783414.500000 Penalty: 5309.177246
	Iteration 46Q: 3 clusters Score -5783414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -5783422.500000 Penalty: 5309.177246
	Iteration 47Q: 3 clusters Score -5783422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5783430.500000 Penalty: 5309.177246
	Iteration 48Q: 3 clusters Score -5783430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -5783430.500000 Penalty: 5309.177246
	Iteration 49Q: 3 clusters Score -5783430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -5783441.500000 Penalty: 5309.177246
	Iteration 50Q: 3 clusters Score -5783442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -5783439.000000 Penalty: 5309.177246
	Iteration 51Q: 3 clusters Score -5783439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -5783436.000000 Penalty: 5309.177246
	Iteration 52Q: 3 clusters Score -5783436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -5783438.500000 Penalty: 5309.177246
	Iteration 53Q: 3 clusters Score -5783438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5783444.000000 Penalty: 5309.177246
	Iteration 54Q: 3 clusters Score -5783444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5783445.500000 Penalty: 5309.177246
	Iteration 55Q: 3 clusters Score -5783446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5783444.500000 Penalty: 5309.177246
	Iteration 56Q: 3 clusters Score -5783444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -5783443.500000 Penalty: 5309.177246
	Iteration 57Q: 3 clusters Score -5783444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -5783448.500000 Penalty: 5309.177246
	Iteration 58Q: 3 clusters Score -5783448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -5783446.000000 Penalty: 5309.177246
	Iteration 59Q: 3 clusters Score -5783446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5783453.000000 Penalty: 5309.177246
	Iteration 60F: 3 clusters Score -5783453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -5783453.000000 Penalty: 5309.177246
	Iteration 61Q: 3 clusters Score -5783453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -5783451.000000 Penalty: 5309.177246
	Iteration 62Q: 3 clusters Score -5783451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -5783451.000000 Penalty: 5309.177246
	Iteration 63Q: 3 clusters Score -5783451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -5783452.000000 Penalty: 5309.177246
	Iteration 64Q: 3 clusters Score -5783452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -5783452.500000 Penalty: 5309.177246
	Iteration 65Q: 3 clusters Score -5783452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -5783452.000000 Penalty: 5309.177246
	Iteration 66Q: 3 clusters Score -5783452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5783455.000000 Penalty: 5309.177246
	Iteration 67Q: 3 clusters Score -5783455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5783455.000000 Penalty: 5309.177246
	Iteration 68F: 3 clusters Score -5783455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -152229.828125 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -152229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -150299.703125 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -150299.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151002.968750 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -151003 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -151314.265625 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -151314.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -151607.468750 Penalty: 3545.969238
	Iteration 3F: 3 clusters Score -151607.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -151840.250000 Penalty: 3545.969238
	Iteration 4F: 3 clusters Score -151840.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -152041.171875 Penalty: 3545.969238
	Iteration 5F: 3 clusters Score -152041.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -152182.890625 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -152182.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -152330.890625 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -152330.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -152413.171875 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -152413.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -152463.781250 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -152463.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -152483.328125 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -152483.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -152499.109375 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -152499.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -152509.515625 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -152509.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -152513.406250 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -152513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -152517.218750 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -152517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -152518.562500 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -152518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -152519.453125 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -152519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -152519.453125 Penalty: 3545.969238
	Iteration 17F: 3 clusters Score -152519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 24947 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97249 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19536 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 24534 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46113 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4666 members 
Mstep: Class 17 contains 44533 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
Score: -42907980.000000 Penalty: 66272.132812
Splitting cluster 18 changes total score from -42908996.000000 to -42907980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -573981.000000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -573981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -569837.812500 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -569837.8 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -570811.750000 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -570811.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -571131.937500 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -571131.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -571391.937500 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -571391.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -571629.187500 Penalty: 4164.156738
	Iteration 4F: 3 clusters Score -571629.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -571849.125000 Penalty: 4164.156738
	Iteration 5F: 3 clusters Score -571849.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -572000.437500 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -572000.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -572128.312500 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -572128.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -572233.562500 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -572233.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -572290.187500 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -572290.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -572319.750000 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -572319.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -572341.250000 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -572341.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -572352.125000 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -572352.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -572359.625000 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -572359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -572365.500000 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -572365.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -572368.750000 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -572368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -572371.687500 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -572371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -572373.000000 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -572373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -572375.062500 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -572375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -572377.375000 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -572377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -572377.125000 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -572377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -572375.750000 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -572375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -572375.812500 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -572375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -572376.687500 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -572376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -572376.687500 Penalty: 4164.156738
	Iteration 24F: 3 clusters Score -572376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -588609.625000 Penalty: 2099.229736
	Iteration 0F: 2 clusters Score -588609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -584254.000000 Penalty: 4198.459473
	Iteration 0F: 3 clusters Score -584254 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -585326.062500 Penalty: 4198.459473
	Iteration 1F: 3 clusters Score -585326.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -585553.500000 Penalty: 4198.459473
	Iteration 2F: 3 clusters Score -585553.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -585723.250000 Penalty: 4198.459473
	Iteration 3F: 3 clusters Score -585723.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -585855.062500 Penalty: 4198.459473
	Iteration 4Q: 3 clusters Score -585855.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -585961.375000 Penalty: 4198.459473
	Iteration 5Q: 3 clusters Score -585961.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -586059.875000 Penalty: 4198.459473
	Iteration 6Q: 3 clusters Score -586059.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -586146.812500 Penalty: 4198.459473
	Iteration 7Q: 3 clusters Score -586146.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -586244.250000 Penalty: 4198.459473
	Iteration 8Q: 3 clusters Score -586244.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -586346.687500 Penalty: 4198.459473
	Iteration 9Q: 3 clusters Score -586346.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -586467.500000 Penalty: 4198.459473
	Iteration 10Q: 3 clusters Score -586467.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -586588.250000 Penalty: 4198.459473
	Iteration 11Q: 3 clusters Score -586588.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -586686.312500 Penalty: 4198.459473
	Iteration 12Q: 3 clusters Score -586686.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -586773.875000 Penalty: 4198.459473
	Iteration 13Q: 3 clusters Score -586773.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -586853.312500 Penalty: 4198.459473
	Iteration 14Q: 3 clusters Score -586853.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -586906.562500 Penalty: 4198.459473
	Iteration 15Q: 3 clusters Score -586906.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -586965.562500 Penalty: 4198.459473
	Iteration 16Q: 3 clusters Score -586965.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -587028.312500 Penalty: 4198.459473
	Iteration 17Q: 3 clusters Score -587028.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -587088.125000 Penalty: 4198.459473
	Iteration 18Q: 3 clusters Score -587088.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -587129.000000 Penalty: 4198.459473
	Iteration 19Q: 3 clusters Score -587129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -587164.625000 Penalty: 4198.459473
	Iteration 20F: 3 clusters Score -587164.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -587203.687500 Penalty: 4198.459473
	Iteration 21Q: 3 clusters Score -587203.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -587244.562500 Penalty: 4198.459473
	Iteration 22Q: 3 clusters Score -587244.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -587275.937500 Penalty: 4198.459473
	Iteration 23Q: 3 clusters Score -587275.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -587299.687500 Penalty: 4198.459473
	Iteration 24Q: 3 clusters Score -587299.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -587315.875000 Penalty: 4198.459473
	Iteration 25Q: 3 clusters Score -587315.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -587329.625000 Penalty: 4198.459473
	Iteration 26Q: 3 clusters Score -587329.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -587335.875000 Penalty: 4198.459473
	Iteration 27Q: 3 clusters Score -587335.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -587345.625000 Penalty: 4198.459473
	Iteration 28Q: 3 clusters Score -587345.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -587354.875000 Penalty: 4198.459473
	Iteration 29Q: 3 clusters Score -587354.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -587359.437500 Penalty: 4198.459473
	Iteration 30Q: 3 clusters Score -587359.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -587363.375000 Penalty: 4198.459473
	Iteration 31Q: 3 clusters Score -587363.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -587365.187500 Penalty: 4198.459473
	Iteration 32Q: 3 clusters Score -587365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -587365.437500 Penalty: 4198.459473
	Iteration 33Q: 3 clusters Score -587365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -587366.125000 Penalty: 4198.459473
	Iteration 34Q: 3 clusters Score -587366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -587366.875000 Penalty: 4198.459473
	Iteration 35Q: 3 clusters Score -587366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -587367.500000 Penalty: 4198.459473
	Iteration 36Q: 3 clusters Score -587367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -587367.500000 Penalty: 4198.459473
	Iteration 37F: 3 clusters Score -587367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 24947 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97249 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19536 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 24534 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46113 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4666 members 
Mstep: Class 17 contains 44533 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909084.000000 Penalty: 63116.312500
Iteration 199Q: 21 clusters Score -4.290908e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 24942 members 
Mstep: Class 3 contains 9761 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 97254 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 19535 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 24518 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 14 contains 46110 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 44517 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909104.000000 Penalty: 63116.312500
Iteration 200F: 21 clusters Score -4.29091e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 24940 members 
Mstep: Class 3 contains 9781 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 97262 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19532 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 24511 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46108 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4666 members 
Mstep: Class 17 contains 44505 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 4716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909128.000000 Penalty: 63116.312500
Iteration 201Q: 21 clusters Score -4.290913e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 24938 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 97264 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19528 members 
Mstep: Class 8 contains 4514 members 
Mstep: Class 9 contains 24503 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46109 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 44498 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909092.000000 Penalty: 63116.312500
Iteration 202Q: 21 clusters Score -4.290909e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 24941 members 
Mstep: Class 3 contains 9833 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 97265 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19527 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 24490 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46103 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 44484 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909096.000000 Penalty: 63116.312500
Iteration 203Q: 21 clusters Score -4.29091e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 24940 members 
Mstep: Class 3 contains 9863 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 97277 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19525 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 24470 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46099 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 44470 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909040.000000 Penalty: 63116.312500
Iteration 204Q: 21 clusters Score -4.290904e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 24940 members 
Mstep: Class 3 contains 9885 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 97294 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 24459 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7445 members 
Mstep: Class 14 contains 46090 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 44464 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 4702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909040.000000 Penalty: 63116.312500
Iteration 205Q: 21 clusters Score -4.290904e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 24941 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 97312 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19521 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 24452 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7444 members 
Mstep: Class 14 contains 46084 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4650 members 
Mstep: Class 17 contains 44454 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909076.000000 Penalty: 63116.312500
Iteration 206Q: 21 clusters Score -4.290908e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 24940 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 97319 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19520 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 9 contains 24445 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 7445 members 
Mstep: Class 14 contains 46080 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 44444 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909120.000000 Penalty: 63116.312500
Iteration 207Q: 21 clusters Score -4.290912e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 24934 members 
Mstep: Class 3 contains 9925 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 97333 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 19520 members 
Mstep: Class 8 contains 4530 members 
Mstep: Class 9 contains 24439 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7445 members 
Mstep: Class 14 contains 46077 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 44436 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909164.000000 Penalty: 63116.312500
Iteration 208Q: 21 clusters Score -4.290916e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 24935 members 
Mstep: Class 3 contains 9937 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 97340 members 
Mstep: Class 6 contains 12868 members 
Mstep: Class 7 contains 19521 members 
Mstep: Class 8 contains 4533 members 
Mstep: Class 9 contains 24433 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7445 members 
Mstep: Class 14 contains 46073 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44430 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 4686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909168.000000 Penalty: 63116.312500
Iteration 209Q: 21 clusters Score -4.290917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 24931 members 
Mstep: Class 3 contains 9949 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97340 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 19520 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 24433 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46070 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 44423 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 4680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909176.000000 Penalty: 63116.312500
Iteration 210Q: 21 clusters Score -4.290918e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 24930 members 
Mstep: Class 3 contains 9961 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97340 members 
Mstep: Class 6 contains 12869 members 
Mstep: Class 7 contains 19520 members 
Mstep: Class 8 contains 4542 members 
Mstep: Class 9 contains 24429 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46067 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 44418 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909132.000000 Penalty: 63116.312500
Iteration 211Q: 21 clusters Score -4.290913e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 24927 members 
Mstep: Class 3 contains 9974 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97340 members 
Mstep: Class 6 contains 12872 members 
Mstep: Class 7 contains 19518 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 24428 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 14 contains 46062 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44418 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909140.000000 Penalty: 63116.312500
Iteration 212Q: 21 clusters Score -4.290914e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 24928 members 
Mstep: Class 3 contains 9991 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97339 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 19516 members 
Mstep: Class 8 contains 4544 members 
Mstep: Class 9 contains 24421 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46061 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 44415 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909140.000000 Penalty: 63116.312500
Iteration 213Q: 21 clusters Score -4.290914e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 24926 members 
Mstep: Class 3 contains 10010 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97343 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19513 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 24410 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 14 contains 46060 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 44410 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909124.000000 Penalty: 63116.312500
Iteration 214Q: 21 clusters Score -4.290912e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 24928 members 
Mstep: Class 3 contains 10021 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97350 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19514 members 
Mstep: Class 8 contains 4544 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 14 contains 46059 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 44403 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909092.000000 Penalty: 63116.312500
Iteration 215Q: 21 clusters Score -4.290909e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 24925 members 
Mstep: Class 3 contains 10037 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97351 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 19515 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 24397 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 46055 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 17 contains 44401 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4426 members 
Mstep: Class 20 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909172.000000 Penalty: 63116.312500
Iteration 216Q: 21 clusters Score -4.290917e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 24922 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97359 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 19516 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 24380 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 14 contains 46054 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 44396 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909256.000000 Penalty: 63116.312500
Iteration 217Q: 21 clusters Score -4.290926e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 24921 members 
Mstep: Class 3 contains 10078 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97365 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 19517 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 24369 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 46053 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 44385 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4423 members 
Mstep: Class 20 contains 4647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909236.000000 Penalty: 63116.312500
Iteration 218Q: 21 clusters Score -4.290924e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 24917 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 97372 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 19518 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 24353 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46054 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44379 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4422 members 
Mstep: Class 20 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909228.000000 Penalty: 63116.312500
Iteration 219Q: 21 clusters Score -4.290923e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 24917 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97376 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 19516 members 
Mstep: Class 8 contains 4542 members 
Mstep: Class 9 contains 24341 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46053 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 44370 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909216.000000 Penalty: 63116.312500
Iteration 220F: 21 clusters Score -4.290922e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 24918 members 
Mstep: Class 3 contains 10137 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97372 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 19516 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 24334 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46051 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 44361 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909192.000000 Penalty: 63116.312500
Iteration 221Q: 21 clusters Score -4.290919e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 24917 members 
Mstep: Class 3 contains 10151 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97369 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 19515 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 24328 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46051 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44357 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909224.000000 Penalty: 63116.312500
Iteration 222Q: 21 clusters Score -4.290922e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 24918 members 
Mstep: Class 3 contains 10169 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97367 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 19515 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 24323 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46048 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44349 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909152.000000 Penalty: 63116.312500
Iteration 223Q: 21 clusters Score -4.290915e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 24914 members 
Mstep: Class 3 contains 10184 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97369 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19515 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 24319 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46047 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 44340 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909144.000000 Penalty: 63116.312500
Iteration 224Q: 21 clusters Score -4.290914e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 24906 members 
Mstep: Class 3 contains 10212 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97366 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 19514 members 
Mstep: Class 8 contains 4561 members 
Mstep: Class 9 contains 24316 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46047 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 17 contains 44322 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909160.000000 Penalty: 63116.312500
Iteration 225Q: 21 clusters Score -4.290916e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 24907 members 
Mstep: Class 3 contains 10232 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97369 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 19513 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 9 contains 24303 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46046 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 44310 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909168.000000 Penalty: 63116.312500
Iteration 226Q: 21 clusters Score -4.290917e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 24910 members 
Mstep: Class 3 contains 10254 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97373 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 19511 members 
Mstep: Class 8 contains 4575 members 
Mstep: Class 9 contains 24291 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46045 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 44294 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909140.000000 Penalty: 63116.312500
Iteration 227Q: 21 clusters Score -4.290914e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 24907 members 
Mstep: Class 3 contains 10261 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97379 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 19510 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 24290 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46041 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 44287 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909148.000000 Penalty: 63116.312500
Iteration 228Q: 21 clusters Score -4.290915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 24909 members 
Mstep: Class 3 contains 10266 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97381 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 19509 members 
Mstep: Class 8 contains 4587 members 
Mstep: Class 9 contains 24290 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 46036 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44283 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909140.000000 Penalty: 63116.312500
Iteration 229Q: 21 clusters Score -4.290914e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24911 members 
Mstep: Class 3 contains 10273 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97385 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 19508 members 
Mstep: Class 8 contains 4590 members 
Mstep: Class 9 contains 24286 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7444 members 
Mstep: Class 14 contains 46030 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 44281 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909176.000000 Penalty: 63116.312500
Iteration 230Q: 21 clusters Score -4.290918e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24915 members 
Mstep: Class 3 contains 10273 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97390 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 19509 members 
Mstep: Class 8 contains 4596 members 
Mstep: Class 9 contains 24286 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 7442 members 
Mstep: Class 14 contains 46026 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 44280 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909152.000000 Penalty: 63116.312500
Iteration 231Q: 21 clusters Score -4.290915e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24909 members 
Mstep: Class 3 contains 10280 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97401 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 19511 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 24275 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7442 members 
Mstep: Class 14 contains 46023 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 44278 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909140.000000 Penalty: 63116.312500
Iteration 232Q: 21 clusters Score -4.290914e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24911 members 
Mstep: Class 3 contains 10286 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97410 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19511 members 
Mstep: Class 8 contains 4606 members 
Mstep: Class 9 contains 24272 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7444 members 
Mstep: Class 14 contains 46016 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 44273 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909248.000000 Penalty: 63116.312500
Iteration 233Q: 21 clusters Score -4.290925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24910 members 
Mstep: Class 3 contains 10292 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 97416 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19511 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 24271 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7442 members 
Mstep: Class 14 contains 46011 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 44271 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909232.000000 Penalty: 63116.312500
Iteration 234Q: 21 clusters Score -4.290923e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24902 members 
Mstep: Class 3 contains 10294 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97425 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19513 members 
Mstep: Class 8 contains 4621 members 
Mstep: Class 9 contains 24264 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7442 members 
Mstep: Class 14 contains 46006 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 44270 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909256.000000 Penalty: 63116.312500
Iteration 235Q: 21 clusters Score -4.290926e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24899 members 
Mstep: Class 3 contains 10296 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97435 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19512 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 9 contains 24259 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7440 members 
Mstep: Class 14 contains 46005 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44271 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909296.000000 Penalty: 63116.312500
Iteration 236Q: 21 clusters Score -4.29093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24899 members 
Mstep: Class 3 contains 10298 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97439 members 
Mstep: Class 6 contains 12875 members 
Mstep: Class 7 contains 19510 members 
Mstep: Class 8 contains 4637 members 
Mstep: Class 9 contains 24261 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7438 members 
Mstep: Class 14 contains 46003 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44269 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909268.000000 Penalty: 63116.312500
Iteration 237Q: 21 clusters Score -4.290927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24901 members 
Mstep: Class 3 contains 10299 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97442 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19508 members 
Mstep: Class 8 contains 4642 members 
Mstep: Class 9 contains 24262 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7437 members 
Mstep: Class 14 contains 46001 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44267 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909228.000000 Penalty: 63116.312500
Iteration 238Q: 21 clusters Score -4.290923e+07 nChanged 27
Entering ConstructFrom: 
Score: -42909228.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (6701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Entering Unmasked Estep 
Score: -838642.000000 Penalty: 2184.883057
	Iteration 0F: 2 clusters Score -838642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -833077.062500 Penalty: 4369.766113
	Iteration 0F: 3 clusters Score -833077.1 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -834521.250000 Penalty: 4369.766113
	Iteration 1F: 3 clusters Score -834521.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -834802.687500 Penalty: 4369.766113
	Iteration 2F: 3 clusters Score -834802.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -834960.812500 Penalty: 4369.766113
	Iteration 3F: 3 clusters Score -834960.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -835084.312500 Penalty: 4369.766113
	Iteration 4Q: 3 clusters Score -835084.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -835202.937500 Penalty: 4369.766113
	Iteration 5Q: 3 clusters Score -835202.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -835312.312500 Penalty: 4369.766113
	Iteration 6Q: 3 clusters Score -835312.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -835431.062500 Penalty: 4369.766113
	Iteration 7Q: 3 clusters Score -835431.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -835541.875000 Penalty: 4369.766113
	Iteration 8Q: 3 clusters Score -835541.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -835679.125000 Penalty: 4369.766113
	Iteration 9Q: 3 clusters Score -835679.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -835832.250000 Penalty: 4369.766113
	Iteration 10Q: 3 clusters Score -835832.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -835992.687500 Penalty: 4369.766113
	Iteration 11Q: 3 clusters Score -835992.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -836162.187500 Penalty: 4369.766113
	Iteration 12Q: 3 clusters Score -836162.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -836309.687500 Penalty: 4369.766113
	Iteration 13Q: 3 clusters Score -836309.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -836450.437500 Penalty: 4369.766113
	Iteration 14Q: 3 clusters Score -836450.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -836557.625000 Penalty: 4369.766113
	Iteration 15Q: 3 clusters Score -836557.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -836635.562500 Penalty: 4369.766113
	Iteration 16Q: 3 clusters Score -836635.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -836688.375000 Penalty: 4369.766113
	Iteration 17Q: 3 clusters Score -836688.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -836739.500000 Penalty: 4369.766113
	Iteration 18Q: 3 clusters Score -836739.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -836771.875000 Penalty: 4369.766113
	Iteration 19Q: 3 clusters Score -836771.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -836800.000000 Penalty: 4369.766113
	Iteration 20F: 3 clusters Score -836800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -836825.875000 Penalty: 4369.766113
	Iteration 21Q: 3 clusters Score -836825.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -836854.062500 Penalty: 4369.766113
	Iteration 22Q: 3 clusters Score -836854.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -836880.625000 Penalty: 4369.766113
	Iteration 23Q: 3 clusters Score -836880.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -836901.062500 Penalty: 4369.766113
	Iteration 24Q: 3 clusters Score -836901.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -836920.062500 Penalty: 4369.766113
	Iteration 25Q: 3 clusters Score -836920.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -836924.125000 Penalty: 4369.766113
	Iteration 26Q: 3 clusters Score -836924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -836931.000000 Penalty: 4369.766113
	Iteration 27Q: 3 clusters Score -836931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -836936.750000 Penalty: 4369.766113
	Iteration 28Q: 3 clusters Score -836936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -836938.375000 Penalty: 4369.766113
	Iteration 29Q: 3 clusters Score -836938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -836939.187500 Penalty: 4369.766113
	Iteration 30Q: 3 clusters Score -836939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -836940.312500 Penalty: 4369.766113
	Iteration 31Q: 3 clusters Score -836940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -836941.562500 Penalty: 4369.766113
	Iteration 32Q: 3 clusters Score -836941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -836941.875000 Penalty: 4369.766113
	Iteration 33Q: 3 clusters Score -836941.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -836943.125000 Penalty: 4369.766113
	Iteration 34Q: 3 clusters Score -836943.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -836944.375000 Penalty: 4369.766113
	Iteration 35Q: 3 clusters Score -836944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -836944.375000 Penalty: 4369.766113
	Iteration 36F: 3 clusters Score -836944.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Entering Unmasked Estep 
Score: -3245113.000000 Penalty: 2510.380615
	Iteration 0F: 2 clusters Score -3245113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3227907.000000 Penalty: 5020.761230
	Iteration 0F: 3 clusters Score -3227907 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3233965.750000 Penalty: 5020.761230
	Iteration 1F: 3 clusters Score -3233966 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3234491.750000 Penalty: 5020.761230
	Iteration 2F: 3 clusters Score -3234492 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3235059.250000 Penalty: 5020.761230
	Iteration 3F: 3 clusters Score -3235059 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3235667.250000 Penalty: 5020.761230
	Iteration 4F: 3 clusters Score -3235667 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3236438.750000 Penalty: 5020.761230
	Iteration 5F: 3 clusters Score -3236439 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3237371.250000 Penalty: 5020.761230
	Iteration 6F: 3 clusters Score -3237371 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3238586.500000 Penalty: 5020.761230
	Iteration 7F: 3 clusters Score -3238586 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3239955.750000 Penalty: 5020.761230
	Iteration 8F: 3 clusters Score -3239956 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3241245.250000 Penalty: 5020.761230
	Iteration 9F: 3 clusters Score -3241245 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3242138.000000 Penalty: 5020.761230
	Iteration 10Q: 3 clusters Score -3242138 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3242612.000000 Penalty: 5020.761230
	Iteration 11Q: 3 clusters Score -3242612 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -3242799.250000 Penalty: 5020.761230
	Iteration 12Q: 3 clusters Score -3242799 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3242899.500000 Penalty: 5020.761230
	Iteration 13Q: 3 clusters Score -3242900 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3242967.250000 Penalty: 5020.761230
	Iteration 14Q: 3 clusters Score -3242967 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3243017.500000 Penalty: 5020.761230
	Iteration 15Q: 3 clusters Score -3243018 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3243047.000000 Penalty: 5020.761230
	Iteration 16Q: 3 clusters Score -3243047 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3243084.750000 Penalty: 5020.761230
	Iteration 17Q: 3 clusters Score -3243085 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3243127.750000 Penalty: 5020.761230
	Iteration 18Q: 3 clusters Score -3243128 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3243146.000000 Penalty: 5020.761230
	Iteration 19Q: 3 clusters Score -3243146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3243174.250000 Penalty: 5020.761230
	Iteration 20F: 3 clusters Score -3243174 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3243206.750000 Penalty: 5020.761230
	Iteration 21Q: 3 clusters Score -3243207 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3243223.250000 Penalty: 5020.761230
	Iteration 22Q: 3 clusters Score -3243223 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3243232.750000 Penalty: 5020.761230
	Iteration 23Q: 3 clusters Score -3243233 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3243243.500000 Penalty: 5020.761230
	Iteration 24Q: 3 clusters Score -3243244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3243266.500000 Penalty: 5020.761230
	Iteration 25Q: 3 clusters Score -3243266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3243273.250000 Penalty: 5020.761230
	Iteration 26Q: 3 clusters Score -3243273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3243300.250000 Penalty: 5020.761230
	Iteration 27Q: 3 clusters Score -3243300 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3243304.000000 Penalty: 5020.761230
	Iteration 28Q: 3 clusters Score -3243304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3243339.750000 Penalty: 5020.761230
	Iteration 29Q: 3 clusters Score -3243340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -3243355.750000 Penalty: 5020.761230
	Iteration 30Q: 3 clusters Score -3243356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3243371.750000 Penalty: 5020.761230
	Iteration 31Q: 3 clusters Score -3243372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3243382.000000 Penalty: 5020.761230
	Iteration 32Q: 3 clusters Score -3243382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3243394.000000 Penalty: 5020.761230
	Iteration 33Q: 3 clusters Score -3243394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3243404.000000 Penalty: 5020.761230
	Iteration 34Q: 3 clusters Score -3243404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3243415.250000 Penalty: 5020.761230
	Iteration 35Q: 3 clusters Score -3243415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3243430.500000 Penalty: 5020.761230
	Iteration 36Q: 3 clusters Score -3243430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3243430.250000 Penalty: 5020.761230
	Iteration 37Q: 3 clusters Score -3243430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3243439.250000 Penalty: 5020.761230
	Iteration 38Q: 3 clusters Score -3243439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3243453.250000 Penalty: 5020.761230
	Iteration 39Q: 3 clusters Score -3243453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3243467.250000 Penalty: 5020.761230
	Iteration 40F: 3 clusters Score -3243467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3243481.250000 Penalty: 5020.761230
	Iteration 41Q: 3 clusters Score -3243481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3243499.500000 Penalty: 5020.761230
	Iteration 42Q: 3 clusters Score -3243500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3243515.500000 Penalty: 5020.761230
	Iteration 43Q: 3 clusters Score -3243516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3243527.000000 Penalty: 5020.761230
	Iteration 44Q: 3 clusters Score -3243527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3243542.000000 Penalty: 5020.761230
	Iteration 45Q: 3 clusters Score -3243542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3243556.000000 Penalty: 5020.761230
	Iteration 46Q: 3 clusters Score -3243556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3243573.250000 Penalty: 5020.761230
	Iteration 47Q: 3 clusters Score -3243573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3243591.000000 Penalty: 5020.761230
	Iteration 48Q: 3 clusters Score -3243591 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3243618.500000 Penalty: 5020.761230
	Iteration 49Q: 3 clusters Score -3243618 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3243642.750000 Penalty: 5020.761230
	Iteration 50Q: 3 clusters Score -3243643 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3243683.000000 Penalty: 5020.761230
	Iteration 51Q: 3 clusters Score -3243683 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3243712.500000 Penalty: 5020.761230
	Iteration 52Q: 3 clusters Score -3243712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3243744.500000 Penalty: 5020.761230
	Iteration 53Q: 3 clusters Score -3243744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3243773.250000 Penalty: 5020.761230
	Iteration 54Q: 3 clusters Score -3243773 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3243824.500000 Penalty: 5020.761230
	Iteration 55Q: 3 clusters Score -3243824 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3243899.750000 Penalty: 5020.761230
	Iteration 56Q: 3 clusters Score -3243900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3243958.000000 Penalty: 5020.761230
	Iteration 57Q: 3 clusters Score -3243958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3244011.500000 Penalty: 5020.761230
	Iteration 58Q: 3 clusters Score -3244012 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3244054.000000 Penalty: 5020.761230
	Iteration 59Q: 3 clusters Score -3244054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3244101.000000 Penalty: 5020.761230
	Iteration 60F: 3 clusters Score -3244101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3244140.250000 Penalty: 5020.761230
	Iteration 61Q: 3 clusters Score -3244140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3244183.000000 Penalty: 5020.761230
	Iteration 62Q: 3 clusters Score -3244183 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3244212.500000 Penalty: 5020.761230
	Iteration 63Q: 3 clusters Score -3244212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3244225.000000 Penalty: 5020.761230
	Iteration 64Q: 3 clusters Score -3244225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3244243.750000 Penalty: 5020.761230
	Iteration 65Q: 3 clusters Score -3244244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3244246.250000 Penalty: 5020.761230
	Iteration 66Q: 3 clusters Score -3244246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3244252.500000 Penalty: 5020.761230
	Iteration 67Q: 3 clusters Score -3244252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3244253.750000 Penalty: 5020.761230
	Iteration 68Q: 3 clusters Score -3244254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3244254.250000 Penalty: 5020.761230
	Iteration 69Q: 3 clusters Score -3244254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3244258.000000 Penalty: 5020.761230
	Iteration 70Q: 3 clusters Score -3244258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3244269.000000 Penalty: 5020.761230
	Iteration 71Q: 3 clusters Score -3244269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3244271.500000 Penalty: 5020.761230
	Iteration 72Q: 3 clusters Score -3244272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3244274.500000 Penalty: 5020.761230
	Iteration 73Q: 3 clusters Score -3244274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3244280.500000 Penalty: 5020.761230
	Iteration 74Q: 3 clusters Score -3244280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3244280.750000 Penalty: 5020.761230
	Iteration 75Q: 3 clusters Score -3244281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3244275.500000 Penalty: 5020.761230
	Iteration 76Q: 3 clusters Score -3244276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3244276.500000 Penalty: 5020.761230
	Iteration 77Q: 3 clusters Score -3244276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3244286.500000 Penalty: 5020.761230
	Iteration 78Q: 3 clusters Score -3244286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3244290.750000 Penalty: 5020.761230
	Iteration 79Q: 3 clusters Score -3244291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3244290.250000 Penalty: 5020.761230
	Iteration 80F: 3 clusters Score -3244290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3244284.250000 Penalty: 5020.761230
	Iteration 81Q: 3 clusters Score -3244284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3244285.750000 Penalty: 5020.761230
	Iteration 82Q: 3 clusters Score -3244286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3244291.500000 Penalty: 5020.761230
	Iteration 83Q: 3 clusters Score -3244292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3244286.500000 Penalty: 5020.761230
	Iteration 84Q: 3 clusters Score -3244286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3244287.500000 Penalty: 5020.761230
	Iteration 85Q: 3 clusters Score -3244288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3244289.500000 Penalty: 5020.761230
	Iteration 86Q: 3 clusters Score -3244290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3244290.500000 Penalty: 5020.761230
	Iteration 87Q: 3 clusters Score -3244290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3244285.750000 Penalty: 5020.761230
	Iteration 88Q: 3 clusters Score -3244286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3244290.250000 Penalty: 5020.761230
	Iteration 89Q: 3 clusters Score -3244290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3244291.750000 Penalty: 5020.761230
	Iteration 90Q: 3 clusters Score -3244292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3244294.500000 Penalty: 5020.761230
	Iteration 91Q: 3 clusters Score -3244294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3244291.500000 Penalty: 5020.761230
	Iteration 92Q: 3 clusters Score -3244292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3244293.000000 Penalty: 5020.761230
	Iteration 93Q: 3 clusters Score -3244293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3244293.000000 Penalty: 5020.761230
	Iteration 94F: 3 clusters Score -3244293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Entering Unmasked Estep 
Score: -1345943.125000 Penalty: 2291.495117
	Iteration 0F: 2 clusters Score -1345943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1338030.250000 Penalty: 4582.990234
	Iteration 0F: 3 clusters Score -1338030 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1340348.125000 Penalty: 4582.990234
	Iteration 1F: 3 clusters Score -1340348 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1340631.375000 Penalty: 4582.990234
	Iteration 2F: 3 clusters Score -1340631 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1340823.000000 Penalty: 4582.990234
	Iteration 3Q: 3 clusters Score -1340823 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1340966.500000 Penalty: 4582.990234
	Iteration 4Q: 3 clusters Score -1340966 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1341111.750000 Penalty: 4582.990234
	Iteration 5Q: 3 clusters Score -1341112 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1341244.750000 Penalty: 4582.990234
	Iteration 6Q: 3 clusters Score -1341245 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1341358.500000 Penalty: 4582.990234
	Iteration 7Q: 3 clusters Score -1341358 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1341474.375000 Penalty: 4582.990234
	Iteration 8Q: 3 clusters Score -1341474 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1341575.625000 Penalty: 4582.990234
	Iteration 9Q: 3 clusters Score -1341576 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1341672.750000 Penalty: 4582.990234
	Iteration 10Q: 3 clusters Score -1341673 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1341772.625000 Penalty: 4582.990234
	Iteration 11Q: 3 clusters Score -1341773 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1341875.750000 Penalty: 4582.990234
	Iteration 12Q: 3 clusters Score -1341876 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1341984.500000 Penalty: 4582.990234
	Iteration 13Q: 3 clusters Score -1341984 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1342097.625000 Penalty: 4582.990234
	Iteration 14Q: 3 clusters Score -1342098 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1342214.250000 Penalty: 4582.990234
	Iteration 15Q: 3 clusters Score -1342214 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1342330.250000 Penalty: 4582.990234
	Iteration 16Q: 3 clusters Score -1342330 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1342456.750000 Penalty: 4582.990234
	Iteration 17Q: 3 clusters Score -1342457 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1342617.500000 Penalty: 4582.990234
	Iteration 18Q: 3 clusters Score -1342618 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1342780.750000 Penalty: 4582.990234
	Iteration 19Q: 3 clusters Score -1342781 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1342937.750000 Penalty: 4582.990234
	Iteration 20F: 3 clusters Score -1342938 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1343107.125000 Penalty: 4582.990234
	Iteration 21Q: 3 clusters Score -1343107 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1343253.250000 Penalty: 4582.990234
	Iteration 22Q: 3 clusters Score -1343253 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1343368.625000 Penalty: 4582.990234
	Iteration 23Q: 3 clusters Score -1343369 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1343456.500000 Penalty: 4582.990234
	Iteration 24Q: 3 clusters Score -1343456 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1343547.750000 Penalty: 4582.990234
	Iteration 25Q: 3 clusters Score -1343548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1343617.375000 Penalty: 4582.990234
	Iteration 26Q: 3 clusters Score -1343617 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1343664.625000 Penalty: 4582.990234
	Iteration 27Q: 3 clusters Score -1343665 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1343722.750000 Penalty: 4582.990234
	Iteration 28Q: 3 clusters Score -1343723 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1343775.625000 Penalty: 4582.990234
	Iteration 29Q: 3 clusters Score -1343776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1343821.875000 Penalty: 4582.990234
	Iteration 30Q: 3 clusters Score -1343822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1343854.875000 Penalty: 4582.990234
	Iteration 31Q: 3 clusters Score -1343855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1343894.000000 Penalty: 4582.990234
	Iteration 32Q: 3 clusters Score -1343894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1343920.250000 Penalty: 4582.990234
	Iteration 33Q: 3 clusters Score -1343920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1343951.875000 Penalty: 4582.990234
	Iteration 34Q: 3 clusters Score -1343952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1343973.000000 Penalty: 4582.990234
	Iteration 35Q: 3 clusters Score -1343973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1343994.750000 Penalty: 4582.990234
	Iteration 36Q: 3 clusters Score -1343995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1344006.875000 Penalty: 4582.990234
	Iteration 37Q: 3 clusters Score -1344007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1344019.750000 Penalty: 4582.990234
	Iteration 38Q: 3 clusters Score -1344020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1344032.625000 Penalty: 4582.990234
	Iteration 39Q: 3 clusters Score -1344033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1344044.750000 Penalty: 4582.990234
	Iteration 40F: 3 clusters Score -1344045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1344073.000000 Penalty: 4582.990234
	Iteration 41Q: 3 clusters Score -1344073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1344090.125000 Penalty: 4582.990234
	Iteration 42Q: 3 clusters Score -1344090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1344107.625000 Penalty: 4582.990234
	Iteration 43Q: 3 clusters Score -1344108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1344118.625000 Penalty: 4582.990234
	Iteration 44Q: 3 clusters Score -1344119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1344140.250000 Penalty: 4582.990234
	Iteration 45Q: 3 clusters Score -1344140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1344158.125000 Penalty: 4582.990234
	Iteration 46Q: 3 clusters Score -1344158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1344168.375000 Penalty: 4582.990234
	Iteration 47Q: 3 clusters Score -1344168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1344179.250000 Penalty: 4582.990234
	Iteration 48Q: 3 clusters Score -1344179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1344194.750000 Penalty: 4582.990234
	Iteration 49Q: 3 clusters Score -1344195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1344202.500000 Penalty: 4582.990234
	Iteration 50Q: 3 clusters Score -1344202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1344219.500000 Penalty: 4582.990234
	Iteration 51Q: 3 clusters Score -1344220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1344231.625000 Penalty: 4582.990234
	Iteration 52Q: 3 clusters Score -1344232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1344242.500000 Penalty: 4582.990234
	Iteration 53Q: 3 clusters Score -1344242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1344253.750000 Penalty: 4582.990234
	Iteration 54Q: 3 clusters Score -1344254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1344257.375000 Penalty: 4582.990234
	Iteration 55Q: 3 clusters Score -1344257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1344261.250000 Penalty: 4582.990234
	Iteration 56Q: 3 clusters Score -1344261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1344265.000000 Penalty: 4582.990234
	Iteration 57Q: 3 clusters Score -1344265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1344274.000000 Penalty: 4582.990234
	Iteration 58Q: 3 clusters Score -1344274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1344279.500000 Penalty: 4582.990234
	Iteration 59Q: 3 clusters Score -1344280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1344284.500000 Penalty: 4582.990234
	Iteration 60F: 3 clusters Score -1344284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1344288.000000 Penalty: 4582.990234
	Iteration 61Q: 3 clusters Score -1344288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1344295.875000 Penalty: 4582.990234
	Iteration 62Q: 3 clusters Score -1344296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1344298.750000 Penalty: 4582.990234
	Iteration 63Q: 3 clusters Score -1344299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1344303.125000 Penalty: 4582.990234
	Iteration 64Q: 3 clusters Score -1344303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1344305.875000 Penalty: 4582.990234
	Iteration 65Q: 3 clusters Score -1344306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1344310.250000 Penalty: 4582.990234
	Iteration 66Q: 3 clusters Score -1344310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1344311.750000 Penalty: 4582.990234
	Iteration 67Q: 3 clusters Score -1344312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1344313.125000 Penalty: 4582.990234
	Iteration 68Q: 3 clusters Score -1344313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1344314.125000 Penalty: 4582.990234
	Iteration 69Q: 3 clusters Score -1344314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1344314.125000 Penalty: 4582.990234
	Iteration 70F: 3 clusters Score -1344314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Entering Unmasked Estep 
Score: -1317767.750000 Penalty: 2287.539062
	Iteration 0F: 2 clusters Score -1317768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1309980.500000 Penalty: 4575.078125
	Iteration 0F: 3 clusters Score -1309980 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1312197.375000 Penalty: 4575.078125
	Iteration 1F: 3 clusters Score -1312197 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1312547.375000 Penalty: 4575.078125
	Iteration 2F: 3 clusters Score -1312547 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1312832.250000 Penalty: 4575.078125
	Iteration 3F: 3 clusters Score -1312832 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1313104.875000 Penalty: 4575.078125
	Iteration 4Q: 3 clusters Score -1313105 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1313417.250000 Penalty: 4575.078125
	Iteration 5F: 3 clusters Score -1313417 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1313772.875000 Penalty: 4575.078125
	Iteration 6Q: 3 clusters Score -1313773 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1314137.250000 Penalty: 4575.078125
	Iteration 7F: 3 clusters Score -1314137 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1314483.500000 Penalty: 4575.078125
	Iteration 8Q: 3 clusters Score -1314484 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1314761.375000 Penalty: 4575.078125
	Iteration 9Q: 3 clusters Score -1314761 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1314979.125000 Penalty: 4575.078125
	Iteration 10Q: 3 clusters Score -1314979 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1315137.500000 Penalty: 4575.078125
	Iteration 11Q: 3 clusters Score -1315138 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1315251.375000 Penalty: 4575.078125
	Iteration 12Q: 3 clusters Score -1315251 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1315338.000000 Penalty: 4575.078125
	Iteration 13Q: 3 clusters Score -1315338 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1315397.250000 Penalty: 4575.078125
	Iteration 14Q: 3 clusters Score -1315397 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1315439.750000 Penalty: 4575.078125
	Iteration 15Q: 3 clusters Score -1315440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1315474.625000 Penalty: 4575.078125
	Iteration 16Q: 3 clusters Score -1315475 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1315503.625000 Penalty: 4575.078125
	Iteration 17Q: 3 clusters Score -1315504 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1315528.625000 Penalty: 4575.078125
	Iteration 18Q: 3 clusters Score -1315529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1315545.375000 Penalty: 4575.078125
	Iteration 19Q: 3 clusters Score -1315545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1315567.000000 Penalty: 4575.078125
	Iteration 20F: 3 clusters Score -1315567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1315587.000000 Penalty: 4575.078125
	Iteration 21Q: 3 clusters Score -1315587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1315605.000000 Penalty: 4575.078125
	Iteration 22Q: 3 clusters Score -1315605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1315620.875000 Penalty: 4575.078125
	Iteration 23Q: 3 clusters Score -1315621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1315635.125000 Penalty: 4575.078125
	Iteration 24Q: 3 clusters Score -1315635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1315647.000000 Penalty: 4575.078125
	Iteration 25Q: 3 clusters Score -1315647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1315665.375000 Penalty: 4575.078125
	Iteration 26Q: 3 clusters Score -1315665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1315687.875000 Penalty: 4575.078125
	Iteration 27Q: 3 clusters Score -1315688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1315700.250000 Penalty: 4575.078125
	Iteration 28Q: 3 clusters Score -1315700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1315722.750000 Penalty: 4575.078125
	Iteration 29Q: 3 clusters Score -1315723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1315741.500000 Penalty: 4575.078125
	Iteration 30Q: 3 clusters Score -1315742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1315769.625000 Penalty: 4575.078125
	Iteration 31Q: 3 clusters Score -1315770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1315787.875000 Penalty: 4575.078125
	Iteration 32Q: 3 clusters Score -1315788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1315810.625000 Penalty: 4575.078125
	Iteration 33Q: 3 clusters Score -1315811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1315819.875000 Penalty: 4575.078125
	Iteration 34Q: 3 clusters Score -1315820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1315827.250000 Penalty: 4575.078125
	Iteration 35Q: 3 clusters Score -1315827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1315835.250000 Penalty: 4575.078125
	Iteration 36Q: 3 clusters Score -1315835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1315843.500000 Penalty: 4575.078125
	Iteration 37Q: 3 clusters Score -1315844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1315850.625000 Penalty: 4575.078125
	Iteration 38Q: 3 clusters Score -1315851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1315865.375000 Penalty: 4575.078125
	Iteration 39Q: 3 clusters Score -1315865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1315872.750000 Penalty: 4575.078125
	Iteration 40F: 3 clusters Score -1315873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1315884.125000 Penalty: 4575.078125
	Iteration 41Q: 3 clusters Score -1315884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1315889.625000 Penalty: 4575.078125
	Iteration 42Q: 3 clusters Score -1315890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1315897.875000 Penalty: 4575.078125
	Iteration 43Q: 3 clusters Score -1315898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1315911.125000 Penalty: 4575.078125
	Iteration 44Q: 3 clusters Score -1315911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1315919.125000 Penalty: 4575.078125
	Iteration 45Q: 3 clusters Score -1315919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1315930.250000 Penalty: 4575.078125
	Iteration 46Q: 3 clusters Score -1315930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1315931.875000 Penalty: 4575.078125
	Iteration 47Q: 3 clusters Score -1315932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1315944.000000 Penalty: 4575.078125
	Iteration 48Q: 3 clusters Score -1315944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1315950.000000 Penalty: 4575.078125
	Iteration 49Q: 3 clusters Score -1315950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1315957.750000 Penalty: 4575.078125
	Iteration 50Q: 3 clusters Score -1315958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1315966.625000 Penalty: 4575.078125
	Iteration 51Q: 3 clusters Score -1315967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1315972.125000 Penalty: 4575.078125
	Iteration 52Q: 3 clusters Score -1315972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1315974.500000 Penalty: 4575.078125
	Iteration 53Q: 3 clusters Score -1315974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1315978.000000 Penalty: 4575.078125
	Iteration 54Q: 3 clusters Score -1315978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1315976.500000 Penalty: 4575.078125
	Iteration 55Q: 3 clusters Score -1315976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1315977.375000 Penalty: 4575.078125
	Iteration 56Q: 3 clusters Score -1315977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1315976.875000 Penalty: 4575.078125
	Iteration 57Q: 3 clusters Score -1315977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1315974.250000 Penalty: 4575.078125
	Iteration 58Q: 3 clusters Score -1315974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1315974.250000 Penalty: 4575.078125
	Iteration 59F: 3 clusters Score -1315974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Entering Unmasked Estep 
Score: -12819335.000000 Penalty: 2848.786865
	Iteration 0F: 2 clusters Score -1.281934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -12754328.000000 Penalty: 5697.573730
	Iteration 0F: 3 clusters Score -1.275433e+07 nChanged 46000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -12780653.000000 Penalty: 5697.573730
	Iteration 1F: 3 clusters Score -1.278065e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -12781974.000000 Penalty: 5697.573730
	Iteration 2Q: 3 clusters Score -1.278197e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -12784049.000000 Penalty: 5697.573730
	Iteration 3Q: 3 clusters Score -1.278405e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -12787752.000000 Penalty: 5697.573730
	Iteration 4F: 3 clusters Score -1.278775e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -12793970.000000 Penalty: 5697.573730
	Iteration 5F: 3 clusters Score -1.279397e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -12802153.000000 Penalty: 5697.573730
	Iteration 6F: 3 clusters Score -1.280215e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 90167 members 
Entering Unmasked Estep 
Score: -12809848.000000 Penalty: 5697.573730
	Iteration 7F: 3 clusters Score -1.280985e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 94697 members 
Entering Unmasked Estep 
Score: -12814276.000000 Penalty: 5697.573730
	Iteration 8Q: 3 clusters Score -1.281428e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -12815898.000000 Penalty: 5697.573730
	Iteration 9Q: 3 clusters Score -1.28159e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -12816435.000000 Penalty: 5697.573730
	Iteration 10Q: 3 clusters Score -1.281644e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -12816618.000000 Penalty: 5697.573730
	Iteration 11Q: 3 clusters Score -1.281662e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -12816722.000000 Penalty: 5697.573730
	Iteration 12Q: 3 clusters Score -1.281672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -12816778.000000 Penalty: 5697.573730
	Iteration 13Q: 3 clusters Score -1.281678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -12816794.000000 Penalty: 5697.573730
	Iteration 14Q: 3 clusters Score -1.281679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
Score: -12816814.000000 Penalty: 5697.573730
	Iteration 15Q: 3 clusters Score -1.281681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -12816822.000000 Penalty: 5697.573730
	Iteration 16Q: 3 clusters Score -1.281682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 97184 members 
Entering Unmasked Estep 
Score: -12816831.000000 Penalty: 5697.573730
	Iteration 17Q: 3 clusters Score -1.281683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -12816840.000000 Penalty: 5697.573730
	Iteration 18Q: 3 clusters Score -1.281684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 97189 members 
Entering Unmasked Estep 
Score: -12816835.000000 Penalty: 5697.573730
	Iteration 19Q: 3 clusters Score -1.281684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 97189 members 
Entering Unmasked Estep 
Score: -12816847.000000 Penalty: 5697.573730
	Iteration 20F: 3 clusters Score -1.281685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -12816849.000000 Penalty: 5697.573730
	Iteration 21Q: 3 clusters Score -1.281685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -12816849.000000 Penalty: 5697.573730
	Iteration 22Q: 3 clusters Score -1.281685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -12816855.000000 Penalty: 5697.573730
	Iteration 23Q: 3 clusters Score -1.281686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -12816855.000000 Penalty: 5697.573730
	Iteration 24Q: 3 clusters Score -1.281686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -12816867.000000 Penalty: 5697.573730
	Iteration 25Q: 3 clusters Score -1.281687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -12816863.000000 Penalty: 5697.573730
	Iteration 26Q: 3 clusters Score -1.281686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -12816864.000000 Penalty: 5697.573730
	Iteration 27Q: 3 clusters Score -1.281686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -12816864.000000 Penalty: 5697.573730
	Iteration 28F: 3 clusters Score -1.281686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Entering Unmasked Estep 
Score: -1696768.875000 Penalty: 2346.853760
	Iteration 0F: 2 clusters Score -1696769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1687250.500000 Penalty: 4693.707520
	Iteration 0F: 3 clusters Score -1687250 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1690222.250000 Penalty: 4693.707520
	Iteration 1F: 3 clusters Score -1690222 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1690544.500000 Penalty: 4693.707520
	Iteration 2F: 3 clusters Score -1690544 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1690795.375000 Penalty: 4693.707520
	Iteration 3Q: 3 clusters Score -1690795 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1691022.250000 Penalty: 4693.707520
	Iteration 4Q: 3 clusters Score -1691022 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1691218.375000 Penalty: 4693.707520
	Iteration 5Q: 3 clusters Score -1691218 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1691436.375000 Penalty: 4693.707520
	Iteration 6Q: 3 clusters Score -1691436 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1691671.750000 Penalty: 4693.707520
	Iteration 7Q: 3 clusters Score -1691672 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1691933.750000 Penalty: 4693.707520
	Iteration 8Q: 3 clusters Score -1691934 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1692211.750000 Penalty: 4693.707520
	Iteration 9Q: 3 clusters Score -1692212 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1692495.750000 Penalty: 4693.707520
	Iteration 10Q: 3 clusters Score -1692496 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1692810.625000 Penalty: 4693.707520
	Iteration 11Q: 3 clusters Score -1692811 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1693143.625000 Penalty: 4693.707520
	Iteration 12Q: 3 clusters Score -1693144 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1693465.750000 Penalty: 4693.707520
	Iteration 13Q: 3 clusters Score -1693466 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1693757.125000 Penalty: 4693.707520
	Iteration 14Q: 3 clusters Score -1693757 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1693983.875000 Penalty: 4693.707520
	Iteration 15Q: 3 clusters Score -1693984 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1694167.000000 Penalty: 4693.707520
	Iteration 16Q: 3 clusters Score -1694167 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1694308.250000 Penalty: 4693.707520
	Iteration 17Q: 3 clusters Score -1694308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1694424.250000 Penalty: 4693.707520
	Iteration 18Q: 3 clusters Score -1694424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1694489.375000 Penalty: 4693.707520
	Iteration 19Q: 3 clusters Score -1694489 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1694541.375000 Penalty: 4693.707520
	Iteration 20F: 3 clusters Score -1694541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1694579.000000 Penalty: 4693.707520
	Iteration 21Q: 3 clusters Score -1694579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1694626.000000 Penalty: 4693.707520
	Iteration 22Q: 3 clusters Score -1694626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1694650.250000 Penalty: 4693.707520
	Iteration 23Q: 3 clusters Score -1694650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1694667.875000 Penalty: 4693.707520
	Iteration 24Q: 3 clusters Score -1694668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1694677.625000 Penalty: 4693.707520
	Iteration 25Q: 3 clusters Score -1694678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1694693.875000 Penalty: 4693.707520
	Iteration 26Q: 3 clusters Score -1694694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1694703.250000 Penalty: 4693.707520
	Iteration 27Q: 3 clusters Score -1694703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1694712.125000 Penalty: 4693.707520
	Iteration 28Q: 3 clusters Score -1694712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1694717.375000 Penalty: 4693.707520
	Iteration 29Q: 3 clusters Score -1694717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1694719.500000 Penalty: 4693.707520
	Iteration 30Q: 3 clusters Score -1694720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1694722.875000 Penalty: 4693.707520
	Iteration 31Q: 3 clusters Score -1694723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1694731.000000 Penalty: 4693.707520
	Iteration 32Q: 3 clusters Score -1694731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1694737.625000 Penalty: 4693.707520
	Iteration 33Q: 3 clusters Score -1694738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1694740.625000 Penalty: 4693.707520
	Iteration 34Q: 3 clusters Score -1694741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1694743.375000 Penalty: 4693.707520
	Iteration 35Q: 3 clusters Score -1694743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1694745.875000 Penalty: 4693.707520
	Iteration 36Q: 3 clusters Score -1694746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1694747.750000 Penalty: 4693.707520
	Iteration 37Q: 3 clusters Score -1694748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1694751.250000 Penalty: 4693.707520
	Iteration 38Q: 3 clusters Score -1694751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1694751.875000 Penalty: 4693.707520
	Iteration 39Q: 3 clusters Score -1694752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1694751.875000 Penalty: 4693.707520
	Iteration 40F: 3 clusters Score -1694752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Entering Unmasked Estep 
Score: -2517059.750000 Penalty: 2449.862305
	Iteration 0F: 2 clusters Score -2517060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2503320.000000 Penalty: 4899.724609
	Iteration 0F: 3 clusters Score -2503320 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2508131.500000 Penalty: 4899.724609
	Iteration 1F: 3 clusters Score -2508132 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2508827.000000 Penalty: 4899.724609
	Iteration 2F: 3 clusters Score -2508827 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2509648.500000 Penalty: 4899.724609
	Iteration 3F: 3 clusters Score -2509648 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2510573.250000 Penalty: 4899.724609
	Iteration 4F: 3 clusters Score -2510573 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2511640.250000 Penalty: 4899.724609
	Iteration 5F: 3 clusters Score -2511640 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2512776.500000 Penalty: 4899.724609
	Iteration 6F: 3 clusters Score -2512776 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2513972.750000 Penalty: 4899.724609
	Iteration 7F: 3 clusters Score -2513973 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2515143.250000 Penalty: 4899.724609
	Iteration 8F: 3 clusters Score -2515143 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2516015.750000 Penalty: 4899.724609
	Iteration 9Q: 3 clusters Score -2516016 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2516586.250000 Penalty: 4899.724609
	Iteration 10Q: 3 clusters Score -2516586 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2516949.000000 Penalty: 4899.724609
	Iteration 11Q: 3 clusters Score -2516949 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2517158.000000 Penalty: 4899.724609
	Iteration 12Q: 3 clusters Score -2517158 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2517268.500000 Penalty: 4899.724609
	Iteration 13Q: 3 clusters Score -2517268 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2517333.250000 Penalty: 4899.724609
	Iteration 14Q: 3 clusters Score -2517333 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2517393.500000 Penalty: 4899.724609
	Iteration 15Q: 3 clusters Score -2517394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2517404.750000 Penalty: 4899.724609
	Iteration 16Q: 3 clusters Score -2517405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2517422.000000 Penalty: 4899.724609
	Iteration 17Q: 3 clusters Score -2517422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2517435.000000 Penalty: 4899.724609
	Iteration 18Q: 3 clusters Score -2517435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2517435.750000 Penalty: 4899.724609
	Iteration 19Q: 3 clusters Score -2517436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2517435.250000 Penalty: 4899.724609
	Iteration 20F: 3 clusters Score -2517435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2517440.000000 Penalty: 4899.724609
	Iteration 21Q: 3 clusters Score -2517440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2517438.250000 Penalty: 4899.724609
	Iteration 22Q: 3 clusters Score -2517438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2517443.750000 Penalty: 4899.724609
	Iteration 23Q: 3 clusters Score -2517444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2517449.000000 Penalty: 4899.724609
	Iteration 24Q: 3 clusters Score -2517449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2517446.250000 Penalty: 4899.724609
	Iteration 25Q: 3 clusters Score -2517446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2517448.500000 Penalty: 4899.724609
	Iteration 26Q: 3 clusters Score -2517448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2517447.750000 Penalty: 4899.724609
	Iteration 27Q: 3 clusters Score -2517448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2517447.000000 Penalty: 4899.724609
	Iteration 28Q: 3 clusters Score -2517447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2517447.000000 Penalty: 4899.724609
	Iteration 29F: 3 clusters Score -2517447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24897 members 
Mstep: Class 3 contains 10300 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97445 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 5381 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 24262 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7437 members 
Mstep: Class 14 contains 46000 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44267 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4564 members 
Mstep: Class 21 contains 14125 members 
Entering Unmasked Estep 
Score: -42909132.000000 Penalty: 66272.132812
Splitting cluster 7 changes total score from -42909228.000000 to -42909132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Entering Unmasked Estep 
Score: -556700.125000 Penalty: 2093.892822
	Iteration 0F: 2 clusters Score -556700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -552356.125000 Penalty: 4187.785645
	Iteration 0F: 3 clusters Score -552356.1 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -553373.562500 Penalty: 4187.785645
	Iteration 1F: 3 clusters Score -553373.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -553587.500000 Penalty: 4187.785645
	Iteration 2F: 3 clusters Score -553587.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -553730.562500 Penalty: 4187.785645
	Iteration 3F: 3 clusters Score -553730.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -553843.812500 Penalty: 4187.785645
	Iteration 4Q: 3 clusters Score -553843.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -553962.312500 Penalty: 4187.785645
	Iteration 5Q: 3 clusters Score -553962.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -554063.125000 Penalty: 4187.785645
	Iteration 6Q: 3 clusters Score -554063.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -554158.062500 Penalty: 4187.785645
	Iteration 7Q: 3 clusters Score -554158.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -554233.500000 Penalty: 4187.785645
	Iteration 8Q: 3 clusters Score -554233.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -554323.500000 Penalty: 4187.785645
	Iteration 9Q: 3 clusters Score -554323.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -554411.687500 Penalty: 4187.785645
	Iteration 10Q: 3 clusters Score -554411.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -554491.375000 Penalty: 4187.785645
	Iteration 11Q: 3 clusters Score -554491.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -554572.437500 Penalty: 4187.785645
	Iteration 12Q: 3 clusters Score -554572.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -554614.375000 Penalty: 4187.785645
	Iteration 13Q: 3 clusters Score -554614.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -554667.437500 Penalty: 4187.785645
	Iteration 14Q: 3 clusters Score -554667.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -554725.187500 Penalty: 4187.785645
	Iteration 15Q: 3 clusters Score -554725.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -554768.500000 Penalty: 4187.785645
	Iteration 16Q: 3 clusters Score -554768.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -554798.437500 Penalty: 4187.785645
	Iteration 17Q: 3 clusters Score -554798.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -554824.687500 Penalty: 4187.785645
	Iteration 18Q: 3 clusters Score -554824.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -554854.312500 Penalty: 4187.785645
	Iteration 19Q: 3 clusters Score -554854.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -554884.250000 Penalty: 4187.785645
	Iteration 20F: 3 clusters Score -554884.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -554913.062500 Penalty: 4187.785645
	Iteration 21Q: 3 clusters Score -554913.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -554939.500000 Penalty: 4187.785645
	Iteration 22Q: 3 clusters Score -554939.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -554955.312500 Penalty: 4187.785645
	Iteration 23Q: 3 clusters Score -554955.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -554973.625000 Penalty: 4187.785645
	Iteration 24Q: 3 clusters Score -554973.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -554983.750000 Penalty: 4187.785645
	Iteration 25Q: 3 clusters Score -554983.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -554991.312500 Penalty: 4187.785645
	Iteration 26Q: 3 clusters Score -554991.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -554997.750000 Penalty: 4187.785645
	Iteration 27Q: 3 clusters Score -554997.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -555006.812500 Penalty: 4187.785645
	Iteration 28Q: 3 clusters Score -555006.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -555011.937500 Penalty: 4187.785645
	Iteration 29Q: 3 clusters Score -555011.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -555017.375000 Penalty: 4187.785645
	Iteration 30Q: 3 clusters Score -555017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -555023.500000 Penalty: 4187.785645
	Iteration 31Q: 3 clusters Score -555023.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -555027.750000 Penalty: 4187.785645
	Iteration 32Q: 3 clusters Score -555027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -555033.250000 Penalty: 4187.785645
	Iteration 33Q: 3 clusters Score -555033.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -555036.250000 Penalty: 4187.785645
	Iteration 34Q: 3 clusters Score -555036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -555039.000000 Penalty: 4187.785645
	Iteration 35Q: 3 clusters Score -555039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -555041.875000 Penalty: 4187.785645
	Iteration 36Q: 3 clusters Score -555041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -555043.375000 Penalty: 4187.785645
	Iteration 37Q: 3 clusters Score -555043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -555044.437500 Penalty: 4187.785645
	Iteration 38Q: 3 clusters Score -555044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -555048.687500 Penalty: 4187.785645
	Iteration 39Q: 3 clusters Score -555048.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -555049.437500 Penalty: 4187.785645
	Iteration 40F: 3 clusters Score -555049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -555051.312500 Penalty: 4187.785645
	Iteration 41Q: 3 clusters Score -555051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -555051.312500 Penalty: 4187.785645
	Iteration 42F: 3 clusters Score -555051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Entering Unmasked Estep 
Score: -3013633.250000 Penalty: 2503.973145
	Iteration 0F: 2 clusters Score -3013633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2996788.000000 Penalty: 5007.946289
	Iteration 0F: 3 clusters Score -2996788 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3002498.250000 Penalty: 5007.946289
	Iteration 1F: 3 clusters Score -3002498 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3002869.250000 Penalty: 5007.946289
	Iteration 2Q: 3 clusters Score -3002869 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3003187.000000 Penalty: 5007.946289
	Iteration 3Q: 3 clusters Score -3003187 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3003450.000000 Penalty: 5007.946289
	Iteration 4Q: 3 clusters Score -3003450 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3003708.000000 Penalty: 5007.946289
	Iteration 5Q: 3 clusters Score -3003708 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3003981.250000 Penalty: 5007.946289
	Iteration 6Q: 3 clusters Score -3003981 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3004297.000000 Penalty: 5007.946289
	Iteration 7Q: 3 clusters Score -3004297 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3004743.750000 Penalty: 5007.946289
	Iteration 8Q: 3 clusters Score -3004744 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3005326.000000 Penalty: 5007.946289
	Iteration 9Q: 3 clusters Score -3005326 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3006165.000000 Penalty: 5007.946289
	Iteration 10F: 3 clusters Score -3006165 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3007244.000000 Penalty: 5007.946289
	Iteration 11F: 3 clusters Score -3007244 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3008431.000000 Penalty: 5007.946289
	Iteration 12F: 3 clusters Score -3008431 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3009482.000000 Penalty: 5007.946289
	Iteration 13F: 3 clusters Score -3009482 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3010318.750000 Penalty: 5007.946289
	Iteration 14Q: 3 clusters Score -3010319 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3010844.500000 Penalty: 5007.946289
	Iteration 15Q: 3 clusters Score -3010844 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3011146.750000 Penalty: 5007.946289
	Iteration 16Q: 3 clusters Score -3011147 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3011343.750000 Penalty: 5007.946289
	Iteration 17Q: 3 clusters Score -3011344 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3011447.000000 Penalty: 5007.946289
	Iteration 18Q: 3 clusters Score -3011447 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3011512.000000 Penalty: 5007.946289
	Iteration 19Q: 3 clusters Score -3011512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3011575.000000 Penalty: 5007.946289
	Iteration 20F: 3 clusters Score -3011575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3011610.000000 Penalty: 5007.946289
	Iteration 21Q: 3 clusters Score -3011610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3011626.250000 Penalty: 5007.946289
	Iteration 22Q: 3 clusters Score -3011626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3011643.000000 Penalty: 5007.946289
	Iteration 23Q: 3 clusters Score -3011643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3011649.500000 Penalty: 5007.946289
	Iteration 24Q: 3 clusters Score -3011650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3011661.500000 Penalty: 5007.946289
	Iteration 25Q: 3 clusters Score -3011662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3011668.250000 Penalty: 5007.946289
	Iteration 26Q: 3 clusters Score -3011668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3011669.000000 Penalty: 5007.946289
	Iteration 27Q: 3 clusters Score -3011669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3011674.500000 Penalty: 5007.946289
	Iteration 28Q: 3 clusters Score -3011674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3011679.750000 Penalty: 5007.946289
	Iteration 29Q: 3 clusters Score -3011680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3011686.250000 Penalty: 5007.946289
	Iteration 30Q: 3 clusters Score -3011686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3011687.750000 Penalty: 5007.946289
	Iteration 31Q: 3 clusters Score -3011688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3011686.500000 Penalty: 5007.946289
	Iteration 32Q: 3 clusters Score -3011686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3011687.750000 Penalty: 5007.946289
	Iteration 33Q: 3 clusters Score -3011688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3011690.750000 Penalty: 5007.946289
	Iteration 34Q: 3 clusters Score -3011691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3011687.000000 Penalty: 5007.946289
	Iteration 35Q: 3 clusters Score -3011687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3011687.250000 Penalty: 5007.946289
	Iteration 36Q: 3 clusters Score -3011687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3011687.250000 Penalty: 5007.946289
	Iteration 37F: 3 clusters Score -3011687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Entering Unmasked Estep 
Score: -1300636.000000 Penalty: 2275.071777
	Iteration 0F: 2 clusters Score -1300636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1293234.750000 Penalty: 4550.143555
	Iteration 0F: 3 clusters Score -1293235 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1295402.250000 Penalty: 4550.143555
	Iteration 1F: 3 clusters Score -1295402 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1295634.125000 Penalty: 4550.143555
	Iteration 2F: 3 clusters Score -1295634 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1295801.875000 Penalty: 4550.143555
	Iteration 3Q: 3 clusters Score -1295802 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1295919.875000 Penalty: 4550.143555
	Iteration 4Q: 3 clusters Score -1295920 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1296014.250000 Penalty: 4550.143555
	Iteration 5Q: 3 clusters Score -1296014 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1296100.625000 Penalty: 4550.143555
	Iteration 6Q: 3 clusters Score -1296101 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1296185.875000 Penalty: 4550.143555
	Iteration 7Q: 3 clusters Score -1296186 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1296272.625000 Penalty: 4550.143555
	Iteration 8Q: 3 clusters Score -1296273 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1296365.750000 Penalty: 4550.143555
	Iteration 9Q: 3 clusters Score -1296366 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1296464.250000 Penalty: 4550.143555
	Iteration 10Q: 3 clusters Score -1296464 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1296576.000000 Penalty: 4550.143555
	Iteration 11Q: 3 clusters Score -1296576 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1296705.125000 Penalty: 4550.143555
	Iteration 12Q: 3 clusters Score -1296705 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1296851.750000 Penalty: 4550.143555
	Iteration 13Q: 3 clusters Score -1296852 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1297015.500000 Penalty: 4550.143555
	Iteration 14Q: 3 clusters Score -1297016 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1297236.500000 Penalty: 4550.143555
	Iteration 15Q: 3 clusters Score -1297236 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1297481.000000 Penalty: 4550.143555
	Iteration 16Q: 3 clusters Score -1297481 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1297737.375000 Penalty: 4550.143555
	Iteration 17Q: 3 clusters Score -1297737 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1297960.750000 Penalty: 4550.143555
	Iteration 18Q: 3 clusters Score -1297961 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1298152.500000 Penalty: 4550.143555
	Iteration 19Q: 3 clusters Score -1298152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1298298.125000 Penalty: 4550.143555
	Iteration 20F: 3 clusters Score -1298298 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1298399.875000 Penalty: 4550.143555
	Iteration 21Q: 3 clusters Score -1298400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1298458.125000 Penalty: 4550.143555
	Iteration 22Q: 3 clusters Score -1298458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1298513.750000 Penalty: 4550.143555
	Iteration 23Q: 3 clusters Score -1298514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1298550.250000 Penalty: 4550.143555
	Iteration 24Q: 3 clusters Score -1298550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1298578.500000 Penalty: 4550.143555
	Iteration 25Q: 3 clusters Score -1298578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1298596.750000 Penalty: 4550.143555
	Iteration 26Q: 3 clusters Score -1298597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1298607.250000 Penalty: 4550.143555
	Iteration 27Q: 3 clusters Score -1298607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1298615.875000 Penalty: 4550.143555
	Iteration 28Q: 3 clusters Score -1298616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1298628.750000 Penalty: 4550.143555
	Iteration 29Q: 3 clusters Score -1298629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1298636.375000 Penalty: 4550.143555
	Iteration 30Q: 3 clusters Score -1298636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1298642.500000 Penalty: 4550.143555
	Iteration 31Q: 3 clusters Score -1298642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1298646.500000 Penalty: 4550.143555
	Iteration 32Q: 3 clusters Score -1298646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1298649.625000 Penalty: 4550.143555
	Iteration 33Q: 3 clusters Score -1298650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1298654.750000 Penalty: 4550.143555
	Iteration 34Q: 3 clusters Score -1298655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1298655.875000 Penalty: 4550.143555
	Iteration 35Q: 3 clusters Score -1298656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1298659.625000 Penalty: 4550.143555
	Iteration 36Q: 3 clusters Score -1298660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1298659.375000 Penalty: 4550.143555
	Iteration 37Q: 3 clusters Score -1298659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1298659.375000 Penalty: 4550.143555
	Iteration 38F: 3 clusters Score -1298659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -30340.015625 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -30340.02 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 155 members 
Entering Unmasked Estep 
Score: -29121.830078 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -29121.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29239.673828 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -29239.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29262.406250 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -29262.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29278.566406 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -29278.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29283.603516 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -29283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29283.603516 Penalty: 2805.372070
	Iteration 5F: 3 clusters Score -29283.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -160353.625000 Penalty: 1784.778320
	Iteration 0F: 2 clusters Score -160353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -158208.906250 Penalty: 3569.556641
	Iteration 0F: 3 clusters Score -158208.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158595.546875 Penalty: 3569.556641
	Iteration 1F: 3 clusters Score -158595.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -158705.203125 Penalty: 3569.556641
	Iteration 2F: 3 clusters Score -158705.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -158770.625000 Penalty: 3569.556641
	Iteration 3Q: 3 clusters Score -158770.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -158833.265625 Penalty: 3569.556641
	Iteration 4Q: 3 clusters Score -158833.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -158913.703125 Penalty: 3569.556641
	Iteration 5Q: 3 clusters Score -158913.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158982.828125 Penalty: 3569.556641
	Iteration 6Q: 3 clusters Score -158982.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -159063.187500 Penalty: 3569.556641
	Iteration 7Q: 3 clusters Score -159063.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159169.140625 Penalty: 3569.556641
	Iteration 8Q: 3 clusters Score -159169.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159404.609375 Penalty: 3569.556641
	Iteration 9F: 3 clusters Score -159404.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159646.343750 Penalty: 3569.556641
	Iteration 10F: 3 clusters Score -159646.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -159917.734375 Penalty: 3569.556641
	Iteration 11F: 3 clusters Score -159917.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160132.359375 Penalty: 3569.556641
	Iteration 12F: 3 clusters Score -160132.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -160257.640625 Penalty: 3569.556641
	Iteration 13Q: 3 clusters Score -160257.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160305.937500 Penalty: 3569.556641
	Iteration 14Q: 3 clusters Score -160305.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -160325.671875 Penalty: 3569.556641
	Iteration 15Q: 3 clusters Score -160325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160334.750000 Penalty: 3569.556641
	Iteration 16Q: 3 clusters Score -160334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160340.562500 Penalty: 3569.556641
	Iteration 17Q: 3 clusters Score -160340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160340.562500 Penalty: 3569.556641
	Iteration 18F: 3 clusters Score -160340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Entering Unmasked Estep 
Score: -972191.312500 Penalty: 2210.727295
	Iteration 0F: 2 clusters Score -972191.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -966075.937500 Penalty: 4421.454590
	Iteration 0F: 3 clusters Score -966075.9 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -967683.375000 Penalty: 4421.454590
	Iteration 1F: 3 clusters Score -967683.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -967942.312500 Penalty: 4421.454590
	Iteration 2F: 3 clusters Score -967942.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -968107.437500 Penalty: 4421.454590
	Iteration 3Q: 3 clusters Score -968107.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -968209.000000 Penalty: 4421.454590
	Iteration 4Q: 3 clusters Score -968209 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -968271.000000 Penalty: 4421.454590
	Iteration 5Q: 3 clusters Score -968271 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -968331.250000 Penalty: 4421.454590
	Iteration 6Q: 3 clusters Score -968331.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -968368.312500 Penalty: 4421.454590
	Iteration 7Q: 3 clusters Score -968368.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -968405.937500 Penalty: 4421.454590
	Iteration 8Q: 3 clusters Score -968405.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -968434.562500 Penalty: 4421.454590
	Iteration 9Q: 3 clusters Score -968434.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -968461.875000 Penalty: 4421.454590
	Iteration 10Q: 3 clusters Score -968461.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -968481.812500 Penalty: 4421.454590
	Iteration 11Q: 3 clusters Score -968481.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -968503.437500 Penalty: 4421.454590
	Iteration 12Q: 3 clusters Score -968503.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -968523.375000 Penalty: 4421.454590
	Iteration 13Q: 3 clusters Score -968523.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -968538.125000 Penalty: 4421.454590
	Iteration 14Q: 3 clusters Score -968538.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -968549.375000 Penalty: 4421.454590
	Iteration 15Q: 3 clusters Score -968549.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -968565.062500 Penalty: 4421.454590
	Iteration 16Q: 3 clusters Score -968565.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -968579.687500 Penalty: 4421.454590
	Iteration 17Q: 3 clusters Score -968579.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -968589.312500 Penalty: 4421.454590
	Iteration 18Q: 3 clusters Score -968589.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -968600.875000 Penalty: 4421.454590
	Iteration 19Q: 3 clusters Score -968600.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -968608.187500 Penalty: 4421.454590
	Iteration 20F: 3 clusters Score -968608.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -968618.437500 Penalty: 4421.454590
	Iteration 21Q: 3 clusters Score -968618.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -968629.750000 Penalty: 4421.454590
	Iteration 22Q: 3 clusters Score -968629.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -968646.000000 Penalty: 4421.454590
	Iteration 23Q: 3 clusters Score -968646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -968655.687500 Penalty: 4421.454590
	Iteration 24Q: 3 clusters Score -968655.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -968669.125000 Penalty: 4421.454590
	Iteration 25Q: 3 clusters Score -968669.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -968677.812500 Penalty: 4421.454590
	Iteration 26Q: 3 clusters Score -968677.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -968689.937500 Penalty: 4421.454590
	Iteration 27Q: 3 clusters Score -968689.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -968706.250000 Penalty: 4421.454590
	Iteration 28Q: 3 clusters Score -968706.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -968717.875000 Penalty: 4421.454590
	Iteration 29Q: 3 clusters Score -968717.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -968735.312500 Penalty: 4421.454590
	Iteration 30Q: 3 clusters Score -968735.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -968747.312500 Penalty: 4421.454590
	Iteration 31Q: 3 clusters Score -968747.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -968752.500000 Penalty: 4421.454590
	Iteration 32Q: 3 clusters Score -968752.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -968763.937500 Penalty: 4421.454590
	Iteration 33Q: 3 clusters Score -968763.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -968775.062500 Penalty: 4421.454590
	Iteration 34Q: 3 clusters Score -968775.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -968786.687500 Penalty: 4421.454590
	Iteration 35Q: 3 clusters Score -968786.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -968798.312500 Penalty: 4421.454590
	Iteration 36Q: 3 clusters Score -968798.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -968809.187500 Penalty: 4421.454590
	Iteration 37Q: 3 clusters Score -968809.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -968817.937500 Penalty: 4421.454590
	Iteration 38Q: 3 clusters Score -968817.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -968827.812500 Penalty: 4421.454590
	Iteration 39Q: 3 clusters Score -968827.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -968843.687500 Penalty: 4421.454590
	Iteration 40F: 3 clusters Score -968843.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -968860.437500 Penalty: 4421.454590
	Iteration 41Q: 3 clusters Score -968860.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -968875.000000 Penalty: 4421.454590
	Iteration 42Q: 3 clusters Score -968875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -968894.875000 Penalty: 4421.454590
	Iteration 43Q: 3 clusters Score -968894.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -968917.250000 Penalty: 4421.454590
	Iteration 44Q: 3 clusters Score -968917.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -968940.250000 Penalty: 4421.454590
	Iteration 45Q: 3 clusters Score -968940.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -968967.000000 Penalty: 4421.454590
	Iteration 46Q: 3 clusters Score -968967 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -969000.937500 Penalty: 4421.454590
	Iteration 47Q: 3 clusters Score -969000.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -969053.312500 Penalty: 4421.454590
	Iteration 48Q: 3 clusters Score -969053.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -969118.500000 Penalty: 4421.454590
	Iteration 49Q: 3 clusters Score -969118.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -969186.687500 Penalty: 4421.454590
	Iteration 50Q: 3 clusters Score -969186.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -969257.562500 Penalty: 4421.454590
	Iteration 51Q: 3 clusters Score -969257.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -969340.875000 Penalty: 4421.454590
	Iteration 52Q: 3 clusters Score -969340.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -969430.437500 Penalty: 4421.454590
	Iteration 53Q: 3 clusters Score -969430.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -969519.437500 Penalty: 4421.454590
	Iteration 54Q: 3 clusters Score -969519.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -969604.250000 Penalty: 4421.454590
	Iteration 55Q: 3 clusters Score -969604.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -969682.937500 Penalty: 4421.454590
	Iteration 56Q: 3 clusters Score -969682.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -969743.687500 Penalty: 4421.454590
	Iteration 57Q: 3 clusters Score -969743.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -969804.062500 Penalty: 4421.454590
	Iteration 58Q: 3 clusters Score -969804.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -969851.937500 Penalty: 4421.454590
	Iteration 59Q: 3 clusters Score -969851.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -969895.312500 Penalty: 4421.454590
	Iteration 60F: 3 clusters Score -969895.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -969940.312500 Penalty: 4421.454590
	Iteration 61Q: 3 clusters Score -969940.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -969976.062500 Penalty: 4421.454590
	Iteration 62Q: 3 clusters Score -969976.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -970007.125000 Penalty: 4421.454590
	Iteration 63Q: 3 clusters Score -970007.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -970031.312500 Penalty: 4421.454590
	Iteration 64Q: 3 clusters Score -970031.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -970052.375000 Penalty: 4421.454590
	Iteration 65Q: 3 clusters Score -970052.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -970075.625000 Penalty: 4421.454590
	Iteration 66Q: 3 clusters Score -970075.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -970099.687500 Penalty: 4421.454590
	Iteration 67Q: 3 clusters Score -970099.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -970111.875000 Penalty: 4421.454590
	Iteration 68Q: 3 clusters Score -970111.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -970124.250000 Penalty: 4421.454590
	Iteration 69Q: 3 clusters Score -970124.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -970130.000000 Penalty: 4421.454590
	Iteration 70Q: 3 clusters Score -970130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -970138.812500 Penalty: 4421.454590
	Iteration 71Q: 3 clusters Score -970138.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -970152.437500 Penalty: 4421.454590
	Iteration 72Q: 3 clusters Score -970152.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -970163.187500 Penalty: 4421.454590
	Iteration 73Q: 3 clusters Score -970163.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -970175.375000 Penalty: 4421.454590
	Iteration 74Q: 3 clusters Score -970175.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -970190.437500 Penalty: 4421.454590
	Iteration 75Q: 3 clusters Score -970190.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -970203.125000 Penalty: 4421.454590
	Iteration 76Q: 3 clusters Score -970203.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -970213.312500 Penalty: 4421.454590
	Iteration 77Q: 3 clusters Score -970213.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -970220.687500 Penalty: 4421.454590
	Iteration 78Q: 3 clusters Score -970220.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -970231.750000 Penalty: 4421.454590
	Iteration 79Q: 3 clusters Score -970231.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -970242.187500 Penalty: 4421.454590
	Iteration 80F: 3 clusters Score -970242.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -970248.812500 Penalty: 4421.454590
	Iteration 81Q: 3 clusters Score -970248.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -970257.625000 Penalty: 4421.454590
	Iteration 82Q: 3 clusters Score -970257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -970261.750000 Penalty: 4421.454590
	Iteration 83Q: 3 clusters Score -970261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -970266.125000 Penalty: 4421.454590
	Iteration 84Q: 3 clusters Score -970266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -970268.500000 Penalty: 4421.454590
	Iteration 85Q: 3 clusters Score -970268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -970271.937500 Penalty: 4421.454590
	Iteration 86Q: 3 clusters Score -970271.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -970271.687500 Penalty: 4421.454590
	Iteration 87Q: 3 clusters Score -970271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -970276.687500 Penalty: 4421.454590
	Iteration 88Q: 3 clusters Score -970276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -970280.187500 Penalty: 4421.454590
	Iteration 89Q: 3 clusters Score -970280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -970283.187500 Penalty: 4421.454590
	Iteration 90Q: 3 clusters Score -970283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -970286.500000 Penalty: 4421.454590
	Iteration 91Q: 3 clusters Score -970286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -970292.062500 Penalty: 4421.454590
	Iteration 92Q: 3 clusters Score -970292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -970296.312500 Penalty: 4421.454590
	Iteration 93Q: 3 clusters Score -970296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -970304.125000 Penalty: 4421.454590
	Iteration 94Q: 3 clusters Score -970304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -970308.937500 Penalty: 4421.454590
	Iteration 95Q: 3 clusters Score -970308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -970312.812500 Penalty: 4421.454590
	Iteration 96Q: 3 clusters Score -970312.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -970320.312500 Penalty: 4421.454590
	Iteration 97Q: 3 clusters Score -970320.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -970327.250000 Penalty: 4421.454590
	Iteration 98Q: 3 clusters Score -970327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -970335.375000 Penalty: 4421.454590
	Iteration 99Q: 3 clusters Score -970335.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -970340.312500 Penalty: 4421.454590
	Iteration 100F: 3 clusters Score -970340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -970345.500000 Penalty: 4421.454590
	Iteration 101Q: 3 clusters Score -970345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -970349.125000 Penalty: 4421.454590
	Iteration 102Q: 3 clusters Score -970349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -970351.187500 Penalty: 4421.454590
	Iteration 103Q: 3 clusters Score -970351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -970352.187500 Penalty: 4421.454590
	Iteration 104Q: 3 clusters Score -970352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -970351.562500 Penalty: 4421.454590
	Iteration 105Q: 3 clusters Score -970351.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -970351.562500 Penalty: 4421.454590
	Iteration 106F: 3 clusters Score -970351.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Entering Unmasked Estep 
Score: -6091295.500000 Penalty: 2662.626465
	Iteration 0F: 2 clusters Score -6091296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6060393.000000 Penalty: 5325.252930
	Iteration 0F: 3 clusters Score -6060393 nChanged 21124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -6071987.000000 Penalty: 5325.252930
	Iteration 1F: 3 clusters Score -6071987 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -6072510.500000 Penalty: 5325.252930
	Iteration 2Q: 3 clusters Score -6072510 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -6072963.000000 Penalty: 5325.252930
	Iteration 3Q: 3 clusters Score -6072963 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -6073456.000000 Penalty: 5325.252930
	Iteration 4Q: 3 clusters Score -6073456 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -6073973.500000 Penalty: 5325.252930
	Iteration 5Q: 3 clusters Score -6073974 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -6074615.000000 Penalty: 5325.252930
	Iteration 6Q: 3 clusters Score -6074615 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -6075391.000000 Penalty: 5325.252930
	Iteration 7Q: 3 clusters Score -6075391 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -6076315.000000 Penalty: 5325.252930
	Iteration 8Q: 3 clusters Score -6076315 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -6077456.500000 Penalty: 5325.252930
	Iteration 9Q: 3 clusters Score -6077456 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -6078726.000000 Penalty: 5325.252930
	Iteration 10Q: 3 clusters Score -6078726 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -6080041.500000 Penalty: 5325.252930
	Iteration 11Q: 3 clusters Score -6080042 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -6081179.500000 Penalty: 5325.252930
	Iteration 12Q: 3 clusters Score -6081180 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -6081858.000000 Penalty: 5325.252930
	Iteration 13Q: 3 clusters Score -6081858 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -6082152.000000 Penalty: 5325.252930
	Iteration 14Q: 3 clusters Score -6082152 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -6082279.000000 Penalty: 5325.252930
	Iteration 15Q: 3 clusters Score -6082279 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -6082351.500000 Penalty: 5325.252930
	Iteration 16Q: 3 clusters Score -6082352 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -6082387.000000 Penalty: 5325.252930
	Iteration 17Q: 3 clusters Score -6082387 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -6082447.000000 Penalty: 5325.252930
	Iteration 18Q: 3 clusters Score -6082447 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -6082519.500000 Penalty: 5325.252930
	Iteration 19Q: 3 clusters Score -6082520 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -6082540.000000 Penalty: 5325.252930
	Iteration 20F: 3 clusters Score -6082540 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -6082610.000000 Penalty: 5325.252930
	Iteration 21Q: 3 clusters Score -6082610 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -6082624.500000 Penalty: 5325.252930
	Iteration 22Q: 3 clusters Score -6082624 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -6082699.500000 Penalty: 5325.252930
	Iteration 23Q: 3 clusters Score -6082700 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -6082737.500000 Penalty: 5325.252930
	Iteration 24Q: 3 clusters Score -6082738 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -6082776.500000 Penalty: 5325.252930
	Iteration 25Q: 3 clusters Score -6082776 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -6082805.000000 Penalty: 5325.252930
	Iteration 26Q: 3 clusters Score -6082805 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -6082842.500000 Penalty: 5325.252930
	Iteration 27Q: 3 clusters Score -6082842 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -6082885.500000 Penalty: 5325.252930
	Iteration 28Q: 3 clusters Score -6082886 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -6082918.000000 Penalty: 5325.252930
	Iteration 29Q: 3 clusters Score -6082918 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -6082925.500000 Penalty: 5325.252930
	Iteration 30Q: 3 clusters Score -6082926 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -6082963.500000 Penalty: 5325.252930
	Iteration 31Q: 3 clusters Score -6082964 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -6083002.500000 Penalty: 5325.252930
	Iteration 32Q: 3 clusters Score -6083002 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -6083054.000000 Penalty: 5325.252930
	Iteration 33Q: 3 clusters Score -6083054 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -6083079.000000 Penalty: 5325.252930
	Iteration 34Q: 3 clusters Score -6083079 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -6083112.500000 Penalty: 5325.252930
	Iteration 35Q: 3 clusters Score -6083112 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -6083112.500000 Penalty: 5325.252930
	Iteration 36Q: 3 clusters Score -6083112 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -6083150.000000 Penalty: 5325.252930
	Iteration 37Q: 3 clusters Score -6083150 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -6083165.500000 Penalty: 5325.252930
	Iteration 38Q: 3 clusters Score -6083166 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -6083219.000000 Penalty: 5325.252930
	Iteration 39Q: 3 clusters Score -6083219 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6083239.500000 Penalty: 5325.252930
	Iteration 40F: 3 clusters Score -6083240 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -6083278.500000 Penalty: 5325.252930
	Iteration 41Q: 3 clusters Score -6083278 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -6083323.000000 Penalty: 5325.252930
	Iteration 42Q: 3 clusters Score -6083323 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -6083372.000000 Penalty: 5325.252930
	Iteration 43Q: 3 clusters Score -6083372 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -6083419.000000 Penalty: 5325.252930
	Iteration 44Q: 3 clusters Score -6083419 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -6083500.500000 Penalty: 5325.252930
	Iteration 45Q: 3 clusters Score -6083500 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -6083599.000000 Penalty: 5325.252930
	Iteration 46Q: 3 clusters Score -6083599 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -6083639.000000 Penalty: 5325.252930
	Iteration 47Q: 3 clusters Score -6083639 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -6083754.500000 Penalty: 5325.252930
	Iteration 48Q: 3 clusters Score -6083754 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -6083836.500000 Penalty: 5325.252930
	Iteration 49Q: 3 clusters Score -6083836 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -6083958.000000 Penalty: 5325.252930
	Iteration 50Q: 3 clusters Score -6083958 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -6084081.000000 Penalty: 5325.252930
	Iteration 51Q: 3 clusters Score -6084081 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -6084148.000000 Penalty: 5325.252930
	Iteration 52Q: 3 clusters Score -6084148 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -6084277.000000 Penalty: 5325.252930
	Iteration 53Q: 3 clusters Score -6084277 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -6084448.500000 Penalty: 5325.252930
	Iteration 54Q: 3 clusters Score -6084448 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -6084608.500000 Penalty: 5325.252930
	Iteration 55Q: 3 clusters Score -6084608 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -6084775.500000 Penalty: 5325.252930
	Iteration 56Q: 3 clusters Score -6084776 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -6084998.000000 Penalty: 5325.252930
	Iteration 57Q: 3 clusters Score -6084998 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -6085217.000000 Penalty: 5325.252930
	Iteration 58Q: 3 clusters Score -6085217 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6085460.500000 Penalty: 5325.252930
	Iteration 59Q: 3 clusters Score -6085460 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -6085691.000000 Penalty: 5325.252930
	Iteration 60F: 3 clusters Score -6085691 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -6085969.000000 Penalty: 5325.252930
	Iteration 61Q: 3 clusters Score -6085969 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -6086242.000000 Penalty: 5325.252930
	Iteration 62Q: 3 clusters Score -6086242 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -6086509.000000 Penalty: 5325.252930
	Iteration 63Q: 3 clusters Score -6086509 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -6086766.500000 Penalty: 5325.252930
	Iteration 64Q: 3 clusters Score -6086766 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -6087033.000000 Penalty: 5325.252930
	Iteration 65Q: 3 clusters Score -6087033 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6087284.000000 Penalty: 5325.252930
	Iteration 66Q: 3 clusters Score -6087284 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6087588.500000 Penalty: 5325.252930
	Iteration 67Q: 3 clusters Score -6087588 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6087849.000000 Penalty: 5325.252930
	Iteration 68Q: 3 clusters Score -6087849 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6088056.500000 Penalty: 5325.252930
	Iteration 69Q: 3 clusters Score -6088056 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6088224.000000 Penalty: 5325.252930
	Iteration 70Q: 3 clusters Score -6088224 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6088362.500000 Penalty: 5325.252930
	Iteration 71Q: 3 clusters Score -6088362 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6088472.500000 Penalty: 5325.252930
	Iteration 72Q: 3 clusters Score -6088472 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6088584.000000 Penalty: 5325.252930
	Iteration 73Q: 3 clusters Score -6088584 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6088636.000000 Penalty: 5325.252930
	Iteration 74Q: 3 clusters Score -6088636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6088679.500000 Penalty: 5325.252930
	Iteration 75Q: 3 clusters Score -6088680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6088729.000000 Penalty: 5325.252930
	Iteration 76Q: 3 clusters Score -6088729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6088785.000000 Penalty: 5325.252930
	Iteration 77Q: 3 clusters Score -6088785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6088806.000000 Penalty: 5325.252930
	Iteration 78Q: 3 clusters Score -6088806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6088838.000000 Penalty: 5325.252930
	Iteration 79Q: 3 clusters Score -6088838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6088862.000000 Penalty: 5325.252930
	Iteration 80F: 3 clusters Score -6088862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6088895.000000 Penalty: 5325.252930
	Iteration 81Q: 3 clusters Score -6088895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6088902.000000 Penalty: 5325.252930
	Iteration 82Q: 3 clusters Score -6088902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6088926.000000 Penalty: 5325.252930
	Iteration 83Q: 3 clusters Score -6088926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6088947.500000 Penalty: 5325.252930
	Iteration 84Q: 3 clusters Score -6088948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6088956.500000 Penalty: 5325.252930
	Iteration 85Q: 3 clusters Score -6088956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6088965.000000 Penalty: 5325.252930
	Iteration 86Q: 3 clusters Score -6088965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6088979.000000 Penalty: 5325.252930
	Iteration 87Q: 3 clusters Score -6088979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6088981.000000 Penalty: 5325.252930
	Iteration 88Q: 3 clusters Score -6088981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6088980.500000 Penalty: 5325.252930
	Iteration 89Q: 3 clusters Score -6088980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6088986.000000 Penalty: 5325.252930
	Iteration 90Q: 3 clusters Score -6088986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6088988.000000 Penalty: 5325.252930
	Iteration 91Q: 3 clusters Score -6088988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6088992.500000 Penalty: 5325.252930
	Iteration 92Q: 3 clusters Score -6088992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6088992.500000 Penalty: 5325.252930
	Iteration 93Q: 3 clusters Score -6088992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6088991.000000 Penalty: 5325.252930
	Iteration 94Q: 3 clusters Score -6088991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6088991.000000 Penalty: 5325.252930
	Iteration 95F: 3 clusters Score -6088991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -162649.890625 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -162649.9 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 702 members 
Entering Unmasked Estep 
Score: -160539.015625 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -160539 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -161244.390625 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -161244.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -161814.640625 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -161814.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -162281.890625 Penalty: 3593.844971
	Iteration 3F: 3 clusters Score -162281.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -162710.296875 Penalty: 3593.844971
	Iteration 4F: 3 clusters Score -162710.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -163022.421875 Penalty: 3593.844971
	Iteration 5Q: 3 clusters Score -163022.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -163127.671875 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -163127.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -163229.125000 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -163229.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163324.828125 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -163324.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -163399.359375 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -163399.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163466.906250 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -163466.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -163513.343750 Penalty: 3593.844971
	Iteration 11Q: 3 clusters Score -163513.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -163550.218750 Penalty: 3593.844971
	Iteration 12Q: 3 clusters Score -163550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -163588.453125 Penalty: 3593.844971
	Iteration 13Q: 3 clusters Score -163588.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -163619.250000 Penalty: 3593.844971
	Iteration 14Q: 3 clusters Score -163619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163641.671875 Penalty: 3593.844971
	Iteration 15Q: 3 clusters Score -163641.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -163666.046875 Penalty: 3593.844971
	Iteration 16Q: 3 clusters Score -163666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -163681.750000 Penalty: 3593.844971
	Iteration 17Q: 3 clusters Score -163681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -163690.765625 Penalty: 3593.844971
	Iteration 18Q: 3 clusters Score -163690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -163702.625000 Penalty: 3593.844971
	Iteration 19Q: 3 clusters Score -163702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -163718.906250 Penalty: 3593.844971
	Iteration 20F: 3 clusters Score -163718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -163734.187500 Penalty: 3593.844971
	Iteration 21Q: 3 clusters Score -163734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -163735.218750 Penalty: 3593.844971
	Iteration 22Q: 3 clusters Score -163735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -163735.218750 Penalty: 3593.844971
	Iteration 23F: 3 clusters Score -163735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24897 members 
Mstep: Class 3 contains 10300 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97445 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 24262 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7437 members 
Mstep: Class 14 contains 46000 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44267 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4564 members 
Mstep: Class 21 contains 551 members 
Entering Unmasked Estep 
Score: -42908920.000000 Penalty: 66272.132812
Splitting cluster 15 changes total score from -42909228.000000 to -42908920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -606558.312500 Penalty: 2093.946289
	Iteration 0F: 2 clusters Score -606558.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -602270.562500 Penalty: 4187.892578
	Iteration 0F: 3 clusters Score -602270.6 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -603460.625000 Penalty: 4187.892578
	Iteration 1F: 3 clusters Score -603460.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -603791.500000 Penalty: 4187.892578
	Iteration 2F: 3 clusters Score -603791.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -604019.250000 Penalty: 4187.892578
	Iteration 3F: 3 clusters Score -604019.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -604177.250000 Penalty: 4187.892578
	Iteration 4F: 3 clusters Score -604177.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -604266.250000 Penalty: 4187.892578
	Iteration 5Q: 3 clusters Score -604266.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -604355.500000 Penalty: 4187.892578
	Iteration 6Q: 3 clusters Score -604355.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -604421.687500 Penalty: 4187.892578
	Iteration 7Q: 3 clusters Score -604421.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -604482.187500 Penalty: 4187.892578
	Iteration 8Q: 3 clusters Score -604482.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -604542.187500 Penalty: 4187.892578
	Iteration 9Q: 3 clusters Score -604542.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -604607.562500 Penalty: 4187.892578
	Iteration 10Q: 3 clusters Score -604607.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -604666.187500 Penalty: 4187.892578
	Iteration 11Q: 3 clusters Score -604666.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -604733.812500 Penalty: 4187.892578
	Iteration 12Q: 3 clusters Score -604733.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -604803.750000 Penalty: 4187.892578
	Iteration 13Q: 3 clusters Score -604803.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -604856.625000 Penalty: 4187.892578
	Iteration 14Q: 3 clusters Score -604856.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -604909.000000 Penalty: 4187.892578
	Iteration 15Q: 3 clusters Score -604909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -604960.625000 Penalty: 4187.892578
	Iteration 16Q: 3 clusters Score -604960.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -605003.312500 Penalty: 4187.892578
	Iteration 17Q: 3 clusters Score -605003.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -605031.375000 Penalty: 4187.892578
	Iteration 18Q: 3 clusters Score -605031.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -605059.937500 Penalty: 4187.892578
	Iteration 19Q: 3 clusters Score -605059.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -605086.250000 Penalty: 4187.892578
	Iteration 20F: 3 clusters Score -605086.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -605104.750000 Penalty: 4187.892578
	Iteration 21Q: 3 clusters Score -605104.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -605124.125000 Penalty: 4187.892578
	Iteration 22Q: 3 clusters Score -605124.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -605138.437500 Penalty: 4187.892578
	Iteration 23Q: 3 clusters Score -605138.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -605153.250000 Penalty: 4187.892578
	Iteration 24Q: 3 clusters Score -605153.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -605173.375000 Penalty: 4187.892578
	Iteration 25Q: 3 clusters Score -605173.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -605188.250000 Penalty: 4187.892578
	Iteration 26Q: 3 clusters Score -605188.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -605202.437500 Penalty: 4187.892578
	Iteration 27Q: 3 clusters Score -605202.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -605222.250000 Penalty: 4187.892578
	Iteration 28Q: 3 clusters Score -605222.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -605243.750000 Penalty: 4187.892578
	Iteration 29Q: 3 clusters Score -605243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -605261.812500 Penalty: 4187.892578
	Iteration 30Q: 3 clusters Score -605261.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -605280.750000 Penalty: 4187.892578
	Iteration 31Q: 3 clusters Score -605280.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -605301.687500 Penalty: 4187.892578
	Iteration 32Q: 3 clusters Score -605301.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -605314.000000 Penalty: 4187.892578
	Iteration 33Q: 3 clusters Score -605314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -605325.937500 Penalty: 4187.892578
	Iteration 34Q: 3 clusters Score -605325.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -605338.875000 Penalty: 4187.892578
	Iteration 35Q: 3 clusters Score -605338.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -605348.437500 Penalty: 4187.892578
	Iteration 36Q: 3 clusters Score -605348.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -605355.750000 Penalty: 4187.892578
	Iteration 37Q: 3 clusters Score -605355.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -605361.750000 Penalty: 4187.892578
	Iteration 38Q: 3 clusters Score -605361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -605365.437500 Penalty: 4187.892578
	Iteration 39Q: 3 clusters Score -605365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -605368.562500 Penalty: 4187.892578
	Iteration 40F: 3 clusters Score -605368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -605370.500000 Penalty: 4187.892578
	Iteration 41Q: 3 clusters Score -605370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -605373.125000 Penalty: 4187.892578
	Iteration 42Q: 3 clusters Score -605373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -605375.625000 Penalty: 4187.892578
	Iteration 43Q: 3 clusters Score -605375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -605375.187500 Penalty: 4187.892578
	Iteration 44Q: 3 clusters Score -605375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -605375.187500 Penalty: 4187.892578
	Iteration 45F: 3 clusters Score -605375.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Entering Unmasked Estep 
Score: -5751216.500000 Penalty: 2653.102783
	Iteration 0F: 2 clusters Score -5751216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5721411.000000 Penalty: 5306.205566
	Iteration 0F: 3 clusters Score -5721411 nChanged 20247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -5732853.500000 Penalty: 5306.205566
	Iteration 1F: 3 clusters Score -5732854 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5733883.000000 Penalty: 5306.205566
	Iteration 2F: 3 clusters Score -5733883 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5735398.500000 Penalty: 5306.205566
	Iteration 3F: 3 clusters Score -5735398 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5737423.000000 Penalty: 5306.205566
	Iteration 4F: 3 clusters Score -5737423 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5739676.000000 Penalty: 5306.205566
	Iteration 5F: 3 clusters Score -5739676 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -5741710.500000 Penalty: 5306.205566
	Iteration 6F: 3 clusters Score -5741710 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -5743696.000000 Penalty: 5306.205566
	Iteration 7F: 3 clusters Score -5743696 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -5745516.500000 Penalty: 5306.205566
	Iteration 8F: 3 clusters Score -5745516 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -5747010.000000 Penalty: 5306.205566
	Iteration 9Q: 3 clusters Score -5747010 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5748025.000000 Penalty: 5306.205566
	Iteration 10Q: 3 clusters Score -5748025 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -5748750.500000 Penalty: 5306.205566
	Iteration 11Q: 3 clusters Score -5748750 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5749273.000000 Penalty: 5306.205566
	Iteration 12Q: 3 clusters Score -5749273 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5749678.500000 Penalty: 5306.205566
	Iteration 13Q: 3 clusters Score -5749678 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5749912.500000 Penalty: 5306.205566
	Iteration 14Q: 3 clusters Score -5749912 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5750059.500000 Penalty: 5306.205566
	Iteration 15Q: 3 clusters Score -5750060 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -5750199.500000 Penalty: 5306.205566
	Iteration 16Q: 3 clusters Score -5750200 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5750293.500000 Penalty: 5306.205566
	Iteration 17Q: 3 clusters Score -5750294 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -5750336.000000 Penalty: 5306.205566
	Iteration 18Q: 3 clusters Score -5750336 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5750387.000000 Penalty: 5306.205566
	Iteration 19Q: 3 clusters Score -5750387 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5750414.500000 Penalty: 5306.205566
	Iteration 20F: 3 clusters Score -5750414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -5750432.000000 Penalty: 5306.205566
	Iteration 21Q: 3 clusters Score -5750432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -5750446.000000 Penalty: 5306.205566
	Iteration 22Q: 3 clusters Score -5750446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5750449.000000 Penalty: 5306.205566
	Iteration 23Q: 3 clusters Score -5750449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -5750470.500000 Penalty: 5306.205566
	Iteration 24Q: 3 clusters Score -5750470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5750480.000000 Penalty: 5306.205566
	Iteration 25Q: 3 clusters Score -5750480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -5750491.000000 Penalty: 5306.205566
	Iteration 26Q: 3 clusters Score -5750491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5750486.500000 Penalty: 5306.205566
	Iteration 27Q: 3 clusters Score -5750486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5750489.000000 Penalty: 5306.205566
	Iteration 28Q: 3 clusters Score -5750489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -5750484.000000 Penalty: 5306.205566
	Iteration 29Q: 3 clusters Score -5750484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5750489.500000 Penalty: 5306.205566
	Iteration 30Q: 3 clusters Score -5750490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5750497.000000 Penalty: 5306.205566
	Iteration 31Q: 3 clusters Score -5750497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -5750490.500000 Penalty: 5306.205566
	Iteration 32Q: 3 clusters Score -5750490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5750495.000000 Penalty: 5306.205566
	Iteration 33Q: 3 clusters Score -5750495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5750499.500000 Penalty: 5306.205566
	Iteration 34Q: 3 clusters Score -5750500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -5750494.500000 Penalty: 5306.205566
	Iteration 35Q: 3 clusters Score -5750494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -5750491.000000 Penalty: 5306.205566
	Iteration 36Q: 3 clusters Score -5750491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5750486.000000 Penalty: 5306.205566
	Iteration 37Q: 3 clusters Score -5750486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5750489.000000 Penalty: 5306.205566
	Iteration 38Q: 3 clusters Score -5750489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -5750492.000000 Penalty: 5306.205566
	Iteration 39Q: 3 clusters Score -5750492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5750490.000000 Penalty: 5306.205566
	Iteration 40F: 3 clusters Score -5750490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5750487.000000 Penalty: 5306.205566
	Iteration 41Q: 3 clusters Score -5750487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5750487.000000 Penalty: 5306.205566
	Iteration 42F: 3 clusters Score -5750487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -152596.078125 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -152596.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150551.562500 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -150551.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151566.015625 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -151566 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -151978.828125 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -151978.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -152219.421875 Penalty: 3547.136719
	Iteration 3F: 3 clusters Score -152219.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -152372.671875 Penalty: 3547.136719
	Iteration 4Q: 3 clusters Score -152372.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -152451.437500 Penalty: 3547.136719
	Iteration 5Q: 3 clusters Score -152451.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -152500.109375 Penalty: 3547.136719
	Iteration 6Q: 3 clusters Score -152500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -152541.625000 Penalty: 3547.136719
	Iteration 7Q: 3 clusters Score -152541.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -152615.640625 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -152615.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -152670.062500 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -152670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -152697.453125 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -152697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -152723.031250 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -152723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -152743.156250 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -152743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -152757.671875 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -152757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -152768.312500 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -152768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -152781.421875 Penalty: 3547.136719
	Iteration 15Q: 3 clusters Score -152781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -152810.140625 Penalty: 3547.136719
	Iteration 16Q: 3 clusters Score -152810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -152820.812500 Penalty: 3547.136719
	Iteration 17Q: 3 clusters Score -152820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -152826.921875 Penalty: 3547.136719
	Iteration 18Q: 3 clusters Score -152826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -152830.703125 Penalty: 3547.136719
	Iteration 19Q: 3 clusters Score -152830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -152843.390625 Penalty: 3547.136719
	Iteration 20F: 3 clusters Score -152843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -152846.453125 Penalty: 3547.136719
	Iteration 21Q: 3 clusters Score -152846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -152846.453125 Penalty: 3547.136719
	Iteration 22F: 3 clusters Score -152846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24897 members 
Mstep: Class 3 contains 10300 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97445 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 24262 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7437 members 
Mstep: Class 14 contains 46000 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44267 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4564 members 
Mstep: Class 21 contains 228 members 
Entering Unmasked Estep 
Score: -42908120.000000 Penalty: 66272.132812
Splitting cluster 18 changes total score from -42909228.000000 to -42908120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -572032.500000 Penalty: 2081.236572
	Iteration 0F: 2 clusters Score -572032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -567845.187500 Penalty: 4162.473145
	Iteration 0F: 3 clusters Score -567845.2 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -568841.562500 Penalty: 4162.473145
	Iteration 1F: 3 clusters Score -568841.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -569055.687500 Penalty: 4162.473145
	Iteration 2F: 3 clusters Score -569055.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -569182.437500 Penalty: 4162.473145
	Iteration 3F: 3 clusters Score -569182.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -569263.375000 Penalty: 4162.473145
	Iteration 4Q: 3 clusters Score -569263.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -569336.125000 Penalty: 4162.473145
	Iteration 5Q: 3 clusters Score -569336.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -569405.375000 Penalty: 4162.473145
	Iteration 6Q: 3 clusters Score -569405.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -569462.562500 Penalty: 4162.473145
	Iteration 7Q: 3 clusters Score -569462.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -569518.500000 Penalty: 4162.473145
	Iteration 8Q: 3 clusters Score -569518.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -569562.125000 Penalty: 4162.473145
	Iteration 9Q: 3 clusters Score -569562.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -569603.125000 Penalty: 4162.473145
	Iteration 10Q: 3 clusters Score -569603.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -569649.062500 Penalty: 4162.473145
	Iteration 11Q: 3 clusters Score -569649.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -569681.312500 Penalty: 4162.473145
	Iteration 12Q: 3 clusters Score -569681.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -569707.937500 Penalty: 4162.473145
	Iteration 13Q: 3 clusters Score -569707.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -569731.500000 Penalty: 4162.473145
	Iteration 14Q: 3 clusters Score -569731.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -569756.437500 Penalty: 4162.473145
	Iteration 15Q: 3 clusters Score -569756.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -569778.000000 Penalty: 4162.473145
	Iteration 16Q: 3 clusters Score -569778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -569792.500000 Penalty: 4162.473145
	Iteration 17Q: 3 clusters Score -569792.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -569801.375000 Penalty: 4162.473145
	Iteration 18Q: 3 clusters Score -569801.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -569809.750000 Penalty: 4162.473145
	Iteration 19Q: 3 clusters Score -569809.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -569813.562500 Penalty: 4162.473145
	Iteration 20F: 3 clusters Score -569813.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -569816.562500 Penalty: 4162.473145
	Iteration 21Q: 3 clusters Score -569816.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -569819.000000 Penalty: 4162.473145
	Iteration 22Q: 3 clusters Score -569819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -569822.625000 Penalty: 4162.473145
	Iteration 23Q: 3 clusters Score -569822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -569826.687500 Penalty: 4162.473145
	Iteration 24Q: 3 clusters Score -569826.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -569830.812500 Penalty: 4162.473145
	Iteration 25Q: 3 clusters Score -569830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -569834.625000 Penalty: 4162.473145
	Iteration 26Q: 3 clusters Score -569834.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -569838.250000 Penalty: 4162.473145
	Iteration 27Q: 3 clusters Score -569838.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -569844.187500 Penalty: 4162.473145
	Iteration 28Q: 3 clusters Score -569844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -569846.312500 Penalty: 4162.473145
	Iteration 29Q: 3 clusters Score -569846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -569848.375000 Penalty: 4162.473145
	Iteration 30Q: 3 clusters Score -569848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -569851.437500 Penalty: 4162.473145
	Iteration 31Q: 3 clusters Score -569851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -569854.000000 Penalty: 4162.473145
	Iteration 32Q: 3 clusters Score -569854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -569856.125000 Penalty: 4162.473145
	Iteration 33Q: 3 clusters Score -569856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -569860.875000 Penalty: 4162.473145
	Iteration 34Q: 3 clusters Score -569860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -569860.312500 Penalty: 4162.473145
	Iteration 35Q: 3 clusters Score -569860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -569862.500000 Penalty: 4162.473145
	Iteration 36Q: 3 clusters Score -569862.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -569862.812500 Penalty: 4162.473145
	Iteration 37Q: 3 clusters Score -569862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -569864.250000 Penalty: 4162.473145
	Iteration 38Q: 3 clusters Score -569864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -569864.812500 Penalty: 4162.473145
	Iteration 39Q: 3 clusters Score -569864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -569864.937500 Penalty: 4162.473145
	Iteration 40F: 3 clusters Score -569864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -569865.000000 Penalty: 4162.473145
	Iteration 41Q: 3 clusters Score -569865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -569866.687500 Penalty: 4162.473145
	Iteration 42Q: 3 clusters Score -569866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -569866.500000 Penalty: 4162.473145
	Iteration 43Q: 3 clusters Score -569866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -569866.500000 Penalty: 4162.473145
	Iteration 44F: 3 clusters Score -569866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -568399.062500 Penalty: 2089.636719
	Iteration 0F: 2 clusters Score -568399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -564148.312500 Penalty: 4179.273438
	Iteration 0F: 3 clusters Score -564148.3 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -565156.562500 Penalty: 4179.273438
	Iteration 1F: 3 clusters Score -565156.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -565386.312500 Penalty: 4179.273438
	Iteration 2F: 3 clusters Score -565386.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -565541.625000 Penalty: 4179.273438
	Iteration 3F: 3 clusters Score -565541.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -565676.750000 Penalty: 4179.273438
	Iteration 4Q: 3 clusters Score -565676.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -565777.250000 Penalty: 4179.273438
	Iteration 5Q: 3 clusters Score -565777.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -565862.250000 Penalty: 4179.273438
	Iteration 6Q: 3 clusters Score -565862.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -565925.812500 Penalty: 4179.273438
	Iteration 7Q: 3 clusters Score -565925.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -565984.687500 Penalty: 4179.273438
	Iteration 8Q: 3 clusters Score -565984.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -566043.625000 Penalty: 4179.273438
	Iteration 9Q: 3 clusters Score -566043.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -566099.937500 Penalty: 4179.273438
	Iteration 10Q: 3 clusters Score -566099.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -566165.125000 Penalty: 4179.273438
	Iteration 11Q: 3 clusters Score -566165.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -566246.812500 Penalty: 4179.273438
	Iteration 12Q: 3 clusters Score -566246.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -566336.437500 Penalty: 4179.273438
	Iteration 13Q: 3 clusters Score -566336.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -566430.375000 Penalty: 4179.273438
	Iteration 14Q: 3 clusters Score -566430.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -566550.062500 Penalty: 4179.273438
	Iteration 15Q: 3 clusters Score -566550.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -566669.250000 Penalty: 4179.273438
	Iteration 16Q: 3 clusters Score -566669.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -566785.312500 Penalty: 4179.273438
	Iteration 17Q: 3 clusters Score -566785.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -566873.812500 Penalty: 4179.273438
	Iteration 18Q: 3 clusters Score -566873.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -566948.062500 Penalty: 4179.273438
	Iteration 19Q: 3 clusters Score -566948.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -567017.937500 Penalty: 4179.273438
	Iteration 20F: 3 clusters Score -567017.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -567074.937500 Penalty: 4179.273438
	Iteration 21Q: 3 clusters Score -567074.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -567113.062500 Penalty: 4179.273438
	Iteration 22Q: 3 clusters Score -567113.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -567131.250000 Penalty: 4179.273438
	Iteration 23Q: 3 clusters Score -567131.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -567141.750000 Penalty: 4179.273438
	Iteration 24Q: 3 clusters Score -567141.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -567147.687500 Penalty: 4179.273438
	Iteration 25Q: 3 clusters Score -567147.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -567152.812500 Penalty: 4179.273438
	Iteration 26Q: 3 clusters Score -567152.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -567159.625000 Penalty: 4179.273438
	Iteration 27Q: 3 clusters Score -567159.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -567161.625000 Penalty: 4179.273438
	Iteration 28Q: 3 clusters Score -567161.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -567165.375000 Penalty: 4179.273438
	Iteration 29Q: 3 clusters Score -567165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -567168.250000 Penalty: 4179.273438
	Iteration 30Q: 3 clusters Score -567168.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -567171.875000 Penalty: 4179.273438
	Iteration 31Q: 3 clusters Score -567171.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -567175.625000 Penalty: 4179.273438
	Iteration 32Q: 3 clusters Score -567175.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -567177.875000 Penalty: 4179.273438
	Iteration 33Q: 3 clusters Score -567177.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -567179.250000 Penalty: 4179.273438
	Iteration 34Q: 3 clusters Score -567179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -567181.312500 Penalty: 4179.273438
	Iteration 35Q: 3 clusters Score -567181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -567182.375000 Penalty: 4179.273438
	Iteration 36Q: 3 clusters Score -567182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -567182.687500 Penalty: 4179.273438
	Iteration 37Q: 3 clusters Score -567182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -567182.500000 Penalty: 4179.273438
	Iteration 38Q: 3 clusters Score -567182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -567183.250000 Penalty: 4179.273438
	Iteration 39Q: 3 clusters Score -567183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -567184.187500 Penalty: 4179.273438
	Iteration 40F: 3 clusters Score -567184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -567184.187500 Penalty: 4179.273438
	Iteration 41Q: 3 clusters Score -567184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -567184.187500 Penalty: 4179.273438
	Iteration 42F: 3 clusters Score -567184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24897 members 
Mstep: Class 3 contains 10300 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97445 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 24262 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7437 members 
Mstep: Class 14 contains 46000 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44267 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909240.000000 Penalty: 63116.312500
Iteration 239Q: 21 clusters Score -4.290924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24890 members 
Mstep: Class 3 contains 10303 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97445 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19505 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 24264 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7436 members 
Mstep: Class 14 contains 45999 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 44266 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909220.000000 Penalty: 63116.312500
Iteration 240F: 21 clusters Score -4.290922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 24883 members 
Mstep: Class 3 contains 10306 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97444 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19505 members 
Mstep: Class 8 contains 4647 members 
Mstep: Class 9 contains 24266 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7435 members 
Mstep: Class 14 contains 45998 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44266 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909228.000000 Penalty: 63116.312500
Iteration 241Q: 21 clusters Score -4.290923e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 24881 members 
Mstep: Class 3 contains 10310 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97444 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19502 members 
Mstep: Class 8 contains 4651 members 
Mstep: Class 9 contains 24267 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7436 members 
Mstep: Class 14 contains 45998 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44265 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909220.000000 Penalty: 63116.312500
Iteration 242Q: 21 clusters Score -4.290922e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 24880 members 
Mstep: Class 3 contains 10314 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97447 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19500 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 24264 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7434 members 
Mstep: Class 14 contains 45997 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44263 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909220.000000 Penalty: 63116.312500
Iteration 243Q: 21 clusters Score -4.290922e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24882 members 
Mstep: Class 3 contains 10315 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97452 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19498 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 24262 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7433 members 
Mstep: Class 14 contains 45996 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909216.000000 Penalty: 63116.312500
Iteration 244Q: 21 clusters Score -4.290922e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24879 members 
Mstep: Class 3 contains 10317 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97453 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 19501 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 24268 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 14 contains 45997 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44261 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909232.000000 Penalty: 63116.312500
Iteration 245Q: 21 clusters Score -4.290923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24872 members 
Mstep: Class 3 contains 10319 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97457 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 19501 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 24269 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7433 members 
Mstep: Class 14 contains 45996 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44261 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909244.000000 Penalty: 63116.312500
Iteration 246Q: 21 clusters Score -4.290924e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24871 members 
Mstep: Class 3 contains 10321 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97459 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 24271 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 14 contains 45990 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909300.000000 Penalty: 63116.312500
Iteration 247Q: 21 clusters Score -4.29093e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24866 members 
Mstep: Class 3 contains 10321 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 97458 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 19507 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 24277 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7433 members 
Mstep: Class 14 contains 45989 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909304.000000 Penalty: 63116.312500
Iteration 248Q: 21 clusters Score -4.29093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24867 members 
Mstep: Class 3 contains 10320 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97457 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 19504 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 24277 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7433 members 
Mstep: Class 14 contains 45985 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909240.000000 Penalty: 63116.312500
Iteration 249Q: 21 clusters Score -4.290924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24866 members 
Mstep: Class 3 contains 10318 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97457 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 24282 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 14 contains 45983 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909268.000000 Penalty: 63116.312500
Iteration 250Q: 21 clusters Score -4.290927e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24869 members 
Mstep: Class 3 contains 10316 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 97460 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19505 members 
Mstep: Class 8 contains 4678 members 
Mstep: Class 9 contains 24280 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 14 contains 45981 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909272.000000 Penalty: 63116.312500
Iteration 251Q: 21 clusters Score -4.290927e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24870 members 
Mstep: Class 3 contains 10318 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 97463 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 19505 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 24279 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7431 members 
Mstep: Class 14 contains 45979 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909244.000000 Penalty: 63116.312500
Iteration 252Q: 21 clusters Score -4.290924e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24868 members 
Mstep: Class 3 contains 10321 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 97466 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 24280 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 14 contains 45975 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909248.000000 Penalty: 63116.312500
Iteration 253Q: 21 clusters Score -4.290925e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 24866 members 
Mstep: Class 3 contains 10324 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 97464 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19504 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 24285 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7431 members 
Mstep: Class 14 contains 45972 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 44261 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 4517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909292.000000 Penalty: 63116.312500
Iteration 254Q: 21 clusters Score -4.290929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 24862 members 
Mstep: Class 3 contains 10327 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97465 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19504 members 
Mstep: Class 8 contains 4704 members 
Mstep: Class 9 contains 24286 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7430 members 
Mstep: Class 14 contains 45970 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 44263 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909284.000000 Penalty: 63116.312500
Iteration 255Q: 21 clusters Score -4.290928e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24856 members 
Mstep: Class 3 contains 10331 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97465 members 
Mstep: Class 6 contains 12875 members 
Mstep: Class 7 contains 19503 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 24288 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7430 members 
Mstep: Class 14 contains 45968 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 44263 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909296.000000 Penalty: 63116.312500
Iteration 256Q: 21 clusters Score -4.29093e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24850 members 
Mstep: Class 3 contains 10336 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97466 members 
Mstep: Class 6 contains 12875 members 
Mstep: Class 7 contains 19503 members 
Mstep: Class 8 contains 4724 members 
Mstep: Class 9 contains 24288 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7430 members 
Mstep: Class 14 contains 45965 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4633 members 
Mstep: Class 17 contains 44263 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909356.000000 Penalty: 63116.312500
Iteration 257Q: 21 clusters Score -4.290936e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24841 members 
Mstep: Class 3 contains 10339 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 97469 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 19503 members 
Mstep: Class 8 contains 4734 members 
Mstep: Class 9 contains 24290 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7429 members 
Mstep: Class 14 contains 45961 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4630 members 
Mstep: Class 17 contains 44263 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909400.000000 Penalty: 63116.312500
Iteration 258Q: 21 clusters Score -4.29094e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24821 members 
Mstep: Class 3 contains 10342 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97473 members 
Mstep: Class 6 contains 12875 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 24297 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 7427 members 
Mstep: Class 14 contains 45959 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 44260 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909404.000000 Penalty: 63116.312500
Iteration 259Q: 21 clusters Score -4.29094e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 24787 members 
Mstep: Class 3 contains 10344 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97475 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 24305 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 7428 members 
Mstep: Class 14 contains 45957 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 44259 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909404.000000 Penalty: 63116.312500
Iteration 260F: 21 clusters Score -4.29094e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 24763 members 
Mstep: Class 3 contains 10350 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97477 members 
Mstep: Class 6 contains 12872 members 
Mstep: Class 7 contains 19509 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 24309 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 7426 members 
Mstep: Class 14 contains 45951 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 44255 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909328.000000 Penalty: 63116.312500
Iteration 261Q: 21 clusters Score -4.290933e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 24736 members 
Mstep: Class 3 contains 10356 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 97477 members 
Mstep: Class 6 contains 12872 members 
Mstep: Class 7 contains 19510 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 24313 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 14 contains 45950 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 44253 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909404.000000 Penalty: 63116.312500
Iteration 262Q: 21 clusters Score -4.29094e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 24704 members 
Mstep: Class 3 contains 10360 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97481 members 
Mstep: Class 6 contains 12875 members 
Mstep: Class 7 contains 19512 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 24320 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 14 contains 45948 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 44252 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909408.000000 Penalty: 63116.312500
Iteration 263Q: 21 clusters Score -4.290941e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 24675 members 
Mstep: Class 3 contains 10361 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97492 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 19514 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 24328 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1338 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 14 contains 45942 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 44251 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909440.000000 Penalty: 63116.312500
Iteration 264Q: 21 clusters Score -4.290944e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 24643 members 
Mstep: Class 3 contains 10360 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97501 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 19516 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 24333 members 
Mstep: Class 10 contains 9638 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1338 members 
Mstep: Class 13 contains 7418 members 
Mstep: Class 14 contains 45940 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 44251 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909408.000000 Penalty: 63116.312500
Iteration 265Q: 21 clusters Score -4.290941e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 24597 members 
Mstep: Class 3 contains 10366 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 97508 members 
Mstep: Class 6 contains 12884 members 
Mstep: Class 7 contains 19518 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 24338 members 
Mstep: Class 10 contains 9638 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 7418 members 
Mstep: Class 14 contains 45934 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 44250 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909496.000000 Penalty: 63116.312500
Iteration 266Q: 21 clusters Score -4.29095e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 24549 members 
Mstep: Class 3 contains 10370 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97518 members 
Mstep: Class 6 contains 12889 members 
Mstep: Class 7 contains 19528 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 24343 members 
Mstep: Class 10 contains 9638 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 7418 members 
Mstep: Class 14 contains 45926 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 44248 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909552.000000 Penalty: 63116.312500
Iteration 267Q: 21 clusters Score -4.290955e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 24502 members 
Mstep: Class 3 contains 10374 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 97518 members 
Mstep: Class 6 contains 12892 members 
Mstep: Class 7 contains 19533 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 24354 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 7417 members 
Mstep: Class 14 contains 45914 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 44248 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4672 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 268Q: 21 clusters Score -4.290959e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 24449 members 
Mstep: Class 3 contains 10376 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 97526 members 
Mstep: Class 6 contains 12896 members 
Mstep: Class 7 contains 19536 members 
Mstep: Class 8 contains 4820 members 
Mstep: Class 9 contains 24367 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 45896 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4614 members 
Mstep: Class 17 contains 44246 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4709 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 269Q: 21 clusters Score -4.290957e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24385 members 
Mstep: Class 3 contains 10381 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97537 members 
Mstep: Class 6 contains 12900 members 
Mstep: Class 7 contains 19534 members 
Mstep: Class 8 contains 4834 members 
Mstep: Class 9 contains 24364 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 7414 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 44245 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 4760 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 270Q: 21 clusters Score -4.290958e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24321 members 
Mstep: Class 3 contains 10386 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 97545 members 
Mstep: Class 6 contains 12904 members 
Mstep: Class 7 contains 19534 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 24362 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 7410 members 
Mstep: Class 14 contains 45873 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 44243 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 4810 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 271Q: 21 clusters Score -4.290961e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 10382 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97551 members 
Mstep: Class 6 contains 12906 members 
Mstep: Class 7 contains 19531 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 24371 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 7407 members 
Mstep: Class 14 contains 45857 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 4853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909652.000000 Penalty: 63116.312500
Iteration 272Q: 21 clusters Score -4.290965e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 24208 members 
Mstep: Class 3 contains 10386 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 97558 members 
Mstep: Class 6 contains 12914 members 
Mstep: Class 7 contains 19537 members 
Mstep: Class 8 contains 4902 members 
Mstep: Class 9 contains 24374 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 7404 members 
Mstep: Class 14 contains 45837 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4605 members 
Mstep: Class 17 contains 44236 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909768.000000 Penalty: 63116.312500
Iteration 273Q: 21 clusters Score -4.290977e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 24119 members 
Mstep: Class 3 contains 10392 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97563 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19540 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 24370 members 
Mstep: Class 10 contains 9638 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 45828 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4605 members 
Mstep: Class 17 contains 44234 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909844.000000 Penalty: 63116.312500
Iteration 274Q: 21 clusters Score -4.290984e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 24004 members 
Mstep: Class 3 contains 10397 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 97570 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19537 members 
Mstep: Class 8 contains 4964 members 
Mstep: Class 9 contains 24379 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 7399 members 
Mstep: Class 14 contains 45816 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4604 members 
Mstep: Class 17 contains 44229 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909940.000000 Penalty: 63116.312500
Iteration 275Q: 21 clusters Score -4.290994e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 23876 members 
Mstep: Class 3 contains 10401 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 97585 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19542 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 24385 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 7394 members 
Mstep: Class 14 contains 45801 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 44228 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42909916.000000 Penalty: 63116.312500
Iteration 276Q: 21 clusters Score -4.290992e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 23705 members 
Mstep: Class 3 contains 10412 members 
Mstep: Class 4 contains 10126 members 
Mstep: Class 5 contains 97601 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 19549 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 24390 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 7386 members 
Mstep: Class 14 contains 45791 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4600 members 
Mstep: Class 17 contains 44222 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 5224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42910172.000000 Penalty: 63116.312500
Iteration 277Q: 21 clusters Score -4.291017e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 23501 members 
Mstep: Class 3 contains 10424 members 
Mstep: Class 4 contains 10119 members 
Mstep: Class 5 contains 97605 members 
Mstep: Class 6 contains 12936 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 24390 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 45796 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 44219 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 5362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42910264.000000 Penalty: 63116.312500
Iteration 278Q: 21 clusters Score -4.291026e+07 nChanged 546
Entering ConstructFrom: 
Score: -42910264.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (6690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Entering Unmasked Estep 
Score: -836984.875000 Penalty: 2184.475342
	Iteration 0F: 2 clusters Score -836984.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -831403.750000 Penalty: 4368.950684
	Iteration 0F: 3 clusters Score -831403.8 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -832867.062500 Penalty: 4368.950684
	Iteration 1F: 3 clusters Score -832867.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -833140.250000 Penalty: 4368.950684
	Iteration 2F: 3 clusters Score -833140.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -833318.312500 Penalty: 4368.950684
	Iteration 3F: 3 clusters Score -833318.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -833456.062500 Penalty: 4368.950684
	Iteration 4Q: 3 clusters Score -833456.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -833562.437500 Penalty: 4368.950684
	Iteration 5Q: 3 clusters Score -833562.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -833675.250000 Penalty: 4368.950684
	Iteration 6Q: 3 clusters Score -833675.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -833792.812500 Penalty: 4368.950684
	Iteration 7Q: 3 clusters Score -833792.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -833899.812500 Penalty: 4368.950684
	Iteration 8Q: 3 clusters Score -833899.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -834010.375000 Penalty: 4368.950684
	Iteration 9Q: 3 clusters Score -834010.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -834115.500000 Penalty: 4368.950684
	Iteration 10Q: 3 clusters Score -834115.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -834216.875000 Penalty: 4368.950684
	Iteration 11Q: 3 clusters Score -834216.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -834323.687500 Penalty: 4368.950684
	Iteration 12Q: 3 clusters Score -834323.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -834431.187500 Penalty: 4368.950684
	Iteration 13Q: 3 clusters Score -834431.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -834543.875000 Penalty: 4368.950684
	Iteration 14Q: 3 clusters Score -834543.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -834659.000000 Penalty: 4368.950684
	Iteration 15Q: 3 clusters Score -834659 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -834758.562500 Penalty: 4368.950684
	Iteration 16Q: 3 clusters Score -834758.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -834850.562500 Penalty: 4368.950684
	Iteration 17Q: 3 clusters Score -834850.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -834917.250000 Penalty: 4368.950684
	Iteration 18Q: 3 clusters Score -834917.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -834964.375000 Penalty: 4368.950684
	Iteration 19Q: 3 clusters Score -834964.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -835007.875000 Penalty: 4368.950684
	Iteration 20F: 3 clusters Score -835007.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -835034.812500 Penalty: 4368.950684
	Iteration 21Q: 3 clusters Score -835034.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -835058.125000 Penalty: 4368.950684
	Iteration 22Q: 3 clusters Score -835058.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -835080.875000 Penalty: 4368.950684
	Iteration 23Q: 3 clusters Score -835080.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -835099.687500 Penalty: 4368.950684
	Iteration 24Q: 3 clusters Score -835099.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -835114.750000 Penalty: 4368.950684
	Iteration 25Q: 3 clusters Score -835114.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -835123.875000 Penalty: 4368.950684
	Iteration 26Q: 3 clusters Score -835123.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -835136.687500 Penalty: 4368.950684
	Iteration 27Q: 3 clusters Score -835136.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -835142.000000 Penalty: 4368.950684
	Iteration 28Q: 3 clusters Score -835142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -835148.937500 Penalty: 4368.950684
	Iteration 29Q: 3 clusters Score -835148.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -835157.437500 Penalty: 4368.950684
	Iteration 30Q: 3 clusters Score -835157.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -835163.562500 Penalty: 4368.950684
	Iteration 31Q: 3 clusters Score -835163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -835166.000000 Penalty: 4368.950684
	Iteration 32Q: 3 clusters Score -835166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -835166.750000 Penalty: 4368.950684
	Iteration 33Q: 3 clusters Score -835166.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -835169.437500 Penalty: 4368.950684
	Iteration 34Q: 3 clusters Score -835169.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -835171.937500 Penalty: 4368.950684
	Iteration 35Q: 3 clusters Score -835171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -835171.875000 Penalty: 4368.950684
	Iteration 36Q: 3 clusters Score -835171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -835171.687500 Penalty: 4368.950684
	Iteration 37Q: 3 clusters Score -835171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -835173.937500 Penalty: 4368.950684
	Iteration 38Q: 3 clusters Score -835173.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -835173.937500 Penalty: 4368.950684
	Iteration 39F: 3 clusters Score -835173.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Entering Unmasked Estep 
Score: -3037750.750000 Penalty: 2493.630859
	Iteration 0F: 2 clusters Score -3037751 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 11614 members 
Entering Unmasked Estep 
Score: -3021594.750000 Penalty: 4987.261719
	Iteration 0F: 3 clusters Score -3021595 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3027094.000000 Penalty: 4987.261719
	Iteration 1F: 3 clusters Score -3027094 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3027609.750000 Penalty: 4987.261719
	Iteration 2F: 3 clusters Score -3027610 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3027986.750000 Penalty: 4987.261719
	Iteration 3Q: 3 clusters Score -3027987 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3028330.750000 Penalty: 4987.261719
	Iteration 4Q: 3 clusters Score -3028331 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3028693.250000 Penalty: 4987.261719
	Iteration 5Q: 3 clusters Score -3028693 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3029106.500000 Penalty: 4987.261719
	Iteration 6Q: 3 clusters Score -3029106 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3029666.000000 Penalty: 4987.261719
	Iteration 7Q: 3 clusters Score -3029666 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3030398.250000 Penalty: 4987.261719
	Iteration 8Q: 3 clusters Score -3030398 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3031311.500000 Penalty: 4987.261719
	Iteration 9F: 3 clusters Score -3031312 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3032386.250000 Penalty: 4987.261719
	Iteration 10F: 3 clusters Score -3032386 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3033279.750000 Penalty: 4987.261719
	Iteration 11F: 3 clusters Score -3033280 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3033903.500000 Penalty: 4987.261719
	Iteration 12Q: 3 clusters Score -3033904 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3034273.000000 Penalty: 4987.261719
	Iteration 13Q: 3 clusters Score -3034273 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3034482.500000 Penalty: 4987.261719
	Iteration 14Q: 3 clusters Score -3034482 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3034616.500000 Penalty: 4987.261719
	Iteration 15Q: 3 clusters Score -3034616 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3034682.250000 Penalty: 4987.261719
	Iteration 16Q: 3 clusters Score -3034682 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3034730.250000 Penalty: 4987.261719
	Iteration 17Q: 3 clusters Score -3034730 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3034772.000000 Penalty: 4987.261719
	Iteration 18Q: 3 clusters Score -3034772 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3034804.500000 Penalty: 4987.261719
	Iteration 19Q: 3 clusters Score -3034804 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3034810.750000 Penalty: 4987.261719
	Iteration 20F: 3 clusters Score -3034811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3034834.750000 Penalty: 4987.261719
	Iteration 21Q: 3 clusters Score -3034835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3034833.250000 Penalty: 4987.261719
	Iteration 22Q: 3 clusters Score -3034833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3034837.750000 Penalty: 4987.261719
	Iteration 23Q: 3 clusters Score -3034838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3034837.250000 Penalty: 4987.261719
	Iteration 24Q: 3 clusters Score -3034837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3034847.750000 Penalty: 4987.261719
	Iteration 25Q: 3 clusters Score -3034848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3034850.250000 Penalty: 4987.261719
	Iteration 26Q: 3 clusters Score -3034850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3034851.000000 Penalty: 4987.261719
	Iteration 27Q: 3 clusters Score -3034851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3034853.000000 Penalty: 4987.261719
	Iteration 28Q: 3 clusters Score -3034853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3034856.250000 Penalty: 4987.261719
	Iteration 29Q: 3 clusters Score -3034856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3034857.500000 Penalty: 4987.261719
	Iteration 30Q: 3 clusters Score -3034858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3034852.250000 Penalty: 4987.261719
	Iteration 31Q: 3 clusters Score -3034852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3034850.750000 Penalty: 4987.261719
	Iteration 32Q: 3 clusters Score -3034851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3034849.250000 Penalty: 4987.261719
	Iteration 33Q: 3 clusters Score -3034849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3034852.750000 Penalty: 4987.261719
	Iteration 34Q: 3 clusters Score -3034853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3034859.250000 Penalty: 4987.261719
	Iteration 35Q: 3 clusters Score -3034859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3034859.000000 Penalty: 4987.261719
	Iteration 36Q: 3 clusters Score -3034859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3034851.250000 Penalty: 4987.261719
	Iteration 37Q: 3 clusters Score -3034851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3034858.250000 Penalty: 4987.261719
	Iteration 38Q: 3 clusters Score -3034858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3034861.000000 Penalty: 4987.261719
	Iteration 39Q: 3 clusters Score -3034861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -3034862.750000 Penalty: 4987.261719
	Iteration 40F: 3 clusters Score -3034863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3034863.750000 Penalty: 4987.261719
	Iteration 41Q: 3 clusters Score -3034864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3034866.750000 Penalty: 4987.261719
	Iteration 42Q: 3 clusters Score -3034867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3034859.750000 Penalty: 4987.261719
	Iteration 43Q: 3 clusters Score -3034860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3034864.000000 Penalty: 4987.261719
	Iteration 44Q: 3 clusters Score -3034864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3034862.250000 Penalty: 4987.261719
	Iteration 45Q: 3 clusters Score -3034862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3034866.750000 Penalty: 4987.261719
	Iteration 46Q: 3 clusters Score -3034867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3034867.250000 Penalty: 4987.261719
	Iteration 47Q: 3 clusters Score -3034867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3034872.750000 Penalty: 4987.261719
	Iteration 48Q: 3 clusters Score -3034873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3034871.750000 Penalty: 4987.261719
	Iteration 49Q: 3 clusters Score -3034872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3034875.250000 Penalty: 4987.261719
	Iteration 50Q: 3 clusters Score -3034875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3034885.250000 Penalty: 4987.261719
	Iteration 51Q: 3 clusters Score -3034885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3034880.250000 Penalty: 4987.261719
	Iteration 52Q: 3 clusters Score -3034880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3034884.000000 Penalty: 4987.261719
	Iteration 53Q: 3 clusters Score -3034884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3034885.500000 Penalty: 4987.261719
	Iteration 54Q: 3 clusters Score -3034886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3034892.000000 Penalty: 4987.261719
	Iteration 55Q: 3 clusters Score -3034892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3034884.250000 Penalty: 4987.261719
	Iteration 56Q: 3 clusters Score -3034884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3034886.500000 Penalty: 4987.261719
	Iteration 57Q: 3 clusters Score -3034886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3034896.000000 Penalty: 4987.261719
	Iteration 58Q: 3 clusters Score -3034896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3034895.500000 Penalty: 4987.261719
	Iteration 59Q: 3 clusters Score -3034896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3034893.750000 Penalty: 4987.261719
	Iteration 60F: 3 clusters Score -3034894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3034902.750000 Penalty: 4987.261719
	Iteration 61Q: 3 clusters Score -3034903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3034902.000000 Penalty: 4987.261719
	Iteration 62Q: 3 clusters Score -3034902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3034899.750000 Penalty: 4987.261719
	Iteration 63Q: 3 clusters Score -3034900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3034899.500000 Penalty: 4987.261719
	Iteration 64Q: 3 clusters Score -3034900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3034899.750000 Penalty: 4987.261719
	Iteration 65Q: 3 clusters Score -3034900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3034904.000000 Penalty: 4987.261719
	Iteration 66Q: 3 clusters Score -3034904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3034904.750000 Penalty: 4987.261719
	Iteration 67Q: 3 clusters Score -3034905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3034908.250000 Penalty: 4987.261719
	Iteration 68Q: 3 clusters Score -3034908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3034916.250000 Penalty: 4987.261719
	Iteration 69Q: 3 clusters Score -3034916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3034913.750000 Penalty: 4987.261719
	Iteration 70Q: 3 clusters Score -3034914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3034916.500000 Penalty: 4987.261719
	Iteration 71Q: 3 clusters Score -3034916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3034915.250000 Penalty: 4987.261719
	Iteration 72Q: 3 clusters Score -3034915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3034911.750000 Penalty: 4987.261719
	Iteration 73Q: 3 clusters Score -3034912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3034916.500000 Penalty: 4987.261719
	Iteration 74Q: 3 clusters Score -3034916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3034916.500000 Penalty: 4987.261719
	Iteration 75F: 3 clusters Score -3034916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Entering Unmasked Estep 
Score: -1362952.875000 Penalty: 2294.653076
	Iteration 0F: 2 clusters Score -1362953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1355046.500000 Penalty: 4589.306152
	Iteration 0F: 3 clusters Score -1355046 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1357331.375000 Penalty: 4589.306152
	Iteration 1F: 3 clusters Score -1357331 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1357608.125000 Penalty: 4589.306152
	Iteration 2F: 3 clusters Score -1357608 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1357809.750000 Penalty: 4589.306152
	Iteration 3Q: 3 clusters Score -1357810 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1357993.000000 Penalty: 4589.306152
	Iteration 4Q: 3 clusters Score -1357993 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1358154.250000 Penalty: 4589.306152
	Iteration 5Q: 3 clusters Score -1358154 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1358302.250000 Penalty: 4589.306152
	Iteration 6Q: 3 clusters Score -1358302 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1358480.250000 Penalty: 4589.306152
	Iteration 7Q: 3 clusters Score -1358480 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1358694.875000 Penalty: 4589.306152
	Iteration 8Q: 3 clusters Score -1358695 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1358957.125000 Penalty: 4589.306152
	Iteration 9Q: 3 clusters Score -1358957 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1359226.500000 Penalty: 4589.306152
	Iteration 10Q: 3 clusters Score -1359226 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1359505.375000 Penalty: 4589.306152
	Iteration 11Q: 3 clusters Score -1359505 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1359785.250000 Penalty: 4589.306152
	Iteration 12Q: 3 clusters Score -1359785 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1360060.875000 Penalty: 4589.306152
	Iteration 13Q: 3 clusters Score -1360061 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1360264.000000 Penalty: 4589.306152
	Iteration 14Q: 3 clusters Score -1360264 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1360434.875000 Penalty: 4589.306152
	Iteration 15Q: 3 clusters Score -1360435 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1360584.750000 Penalty: 4589.306152
	Iteration 16Q: 3 clusters Score -1360585 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1360714.375000 Penalty: 4589.306152
	Iteration 17Q: 3 clusters Score -1360714 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1360791.750000 Penalty: 4589.306152
	Iteration 18Q: 3 clusters Score -1360792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1360851.125000 Penalty: 4589.306152
	Iteration 19Q: 3 clusters Score -1360851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1360888.250000 Penalty: 4589.306152
	Iteration 20F: 3 clusters Score -1360888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1360914.500000 Penalty: 4589.306152
	Iteration 21Q: 3 clusters Score -1360914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1360937.125000 Penalty: 4589.306152
	Iteration 22Q: 3 clusters Score -1360937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1360959.125000 Penalty: 4589.306152
	Iteration 23Q: 3 clusters Score -1360959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1360977.125000 Penalty: 4589.306152
	Iteration 24Q: 3 clusters Score -1360977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1360992.125000 Penalty: 4589.306152
	Iteration 25Q: 3 clusters Score -1360992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1361007.500000 Penalty: 4589.306152
	Iteration 26Q: 3 clusters Score -1361008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1361017.375000 Penalty: 4589.306152
	Iteration 27Q: 3 clusters Score -1361017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1361023.500000 Penalty: 4589.306152
	Iteration 28Q: 3 clusters Score -1361024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1361026.875000 Penalty: 4589.306152
	Iteration 29Q: 3 clusters Score -1361027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1361030.375000 Penalty: 4589.306152
	Iteration 30Q: 3 clusters Score -1361030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1361033.250000 Penalty: 4589.306152
	Iteration 31Q: 3 clusters Score -1361033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1361036.000000 Penalty: 4589.306152
	Iteration 32Q: 3 clusters Score -1361036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1361037.125000 Penalty: 4589.306152
	Iteration 33Q: 3 clusters Score -1361037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1361038.500000 Penalty: 4589.306152
	Iteration 34Q: 3 clusters Score -1361038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1361039.250000 Penalty: 4589.306152
	Iteration 35Q: 3 clusters Score -1361039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1361043.500000 Penalty: 4589.306152
	Iteration 36Q: 3 clusters Score -1361044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1361043.625000 Penalty: 4589.306152
	Iteration 37Q: 3 clusters Score -1361044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1361043.625000 Penalty: 4589.306152
	Iteration 38F: 3 clusters Score -1361044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Entering Unmasked Estep 
Score: -1315413.125000 Penalty: 2287.073730
	Iteration 0F: 2 clusters Score -1315413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1307624.125000 Penalty: 4574.147461
	Iteration 0F: 3 clusters Score -1307624 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1309826.500000 Penalty: 4574.147461
	Iteration 1F: 3 clusters Score -1309826 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1310100.625000 Penalty: 4574.147461
	Iteration 2F: 3 clusters Score -1310101 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1310297.625000 Penalty: 4574.147461
	Iteration 3Q: 3 clusters Score -1310298 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1310448.625000 Penalty: 4574.147461
	Iteration 4Q: 3 clusters Score -1310449 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1310561.000000 Penalty: 4574.147461
	Iteration 5Q: 3 clusters Score -1310561 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1310664.875000 Penalty: 4574.147461
	Iteration 6Q: 3 clusters Score -1310665 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1310770.750000 Penalty: 4574.147461
	Iteration 7Q: 3 clusters Score -1310771 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1310865.625000 Penalty: 4574.147461
	Iteration 8Q: 3 clusters Score -1310866 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1310974.875000 Penalty: 4574.147461
	Iteration 9Q: 3 clusters Score -1310975 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1311088.500000 Penalty: 4574.147461
	Iteration 10Q: 3 clusters Score -1311088 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1311217.250000 Penalty: 4574.147461
	Iteration 11Q: 3 clusters Score -1311217 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1311367.500000 Penalty: 4574.147461
	Iteration 12Q: 3 clusters Score -1311368 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1311507.875000 Penalty: 4574.147461
	Iteration 13Q: 3 clusters Score -1311508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1311690.000000 Penalty: 4574.147461
	Iteration 14Q: 3 clusters Score -1311690 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1311887.375000 Penalty: 4574.147461
	Iteration 15Q: 3 clusters Score -1311887 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1312067.250000 Penalty: 4574.147461
	Iteration 16Q: 3 clusters Score -1312067 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1312251.625000 Penalty: 4574.147461
	Iteration 17Q: 3 clusters Score -1312252 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1312416.375000 Penalty: 4574.147461
	Iteration 18Q: 3 clusters Score -1312416 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1312561.375000 Penalty: 4574.147461
	Iteration 19Q: 3 clusters Score -1312561 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1312661.625000 Penalty: 4574.147461
	Iteration 20F: 3 clusters Score -1312662 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1312726.250000 Penalty: 4574.147461
	Iteration 21Q: 3 clusters Score -1312726 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1312780.500000 Penalty: 4574.147461
	Iteration 22Q: 3 clusters Score -1312780 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1312830.500000 Penalty: 4574.147461
	Iteration 23Q: 3 clusters Score -1312830 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1312870.125000 Penalty: 4574.147461
	Iteration 24Q: 3 clusters Score -1312870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1312904.375000 Penalty: 4574.147461
	Iteration 25Q: 3 clusters Score -1312904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1312927.500000 Penalty: 4574.147461
	Iteration 26Q: 3 clusters Score -1312928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1312942.625000 Penalty: 4574.147461
	Iteration 27Q: 3 clusters Score -1312943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1312960.125000 Penalty: 4574.147461
	Iteration 28Q: 3 clusters Score -1312960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1312984.875000 Penalty: 4574.147461
	Iteration 29Q: 3 clusters Score -1312985 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1313001.000000 Penalty: 4574.147461
	Iteration 30Q: 3 clusters Score -1313001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1313013.375000 Penalty: 4574.147461
	Iteration 31Q: 3 clusters Score -1313013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1313028.375000 Penalty: 4574.147461
	Iteration 32Q: 3 clusters Score -1313028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1313039.000000 Penalty: 4574.147461
	Iteration 33Q: 3 clusters Score -1313039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1313053.750000 Penalty: 4574.147461
	Iteration 34Q: 3 clusters Score -1313054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1313066.500000 Penalty: 4574.147461
	Iteration 35Q: 3 clusters Score -1313066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1313086.625000 Penalty: 4574.147461
	Iteration 36Q: 3 clusters Score -1313087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1313108.500000 Penalty: 4574.147461
	Iteration 37Q: 3 clusters Score -1313108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1313139.750000 Penalty: 4574.147461
	Iteration 38Q: 3 clusters Score -1313140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1313179.125000 Penalty: 4574.147461
	Iteration 39Q: 3 clusters Score -1313179 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1313239.250000 Penalty: 4574.147461
	Iteration 40F: 3 clusters Score -1313239 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1313316.875000 Penalty: 4574.147461
	Iteration 41Q: 3 clusters Score -1313317 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1313412.750000 Penalty: 4574.147461
	Iteration 42Q: 3 clusters Score -1313413 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1313489.500000 Penalty: 4574.147461
	Iteration 43Q: 3 clusters Score -1313490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1313545.625000 Penalty: 4574.147461
	Iteration 44Q: 3 clusters Score -1313546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1313568.875000 Penalty: 4574.147461
	Iteration 45Q: 3 clusters Score -1313569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1313584.125000 Penalty: 4574.147461
	Iteration 46Q: 3 clusters Score -1313584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1313589.500000 Penalty: 4574.147461
	Iteration 47Q: 3 clusters Score -1313590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1313593.375000 Penalty: 4574.147461
	Iteration 48Q: 3 clusters Score -1313593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1313601.625000 Penalty: 4574.147461
	Iteration 49Q: 3 clusters Score -1313602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1313604.125000 Penalty: 4574.147461
	Iteration 50Q: 3 clusters Score -1313604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1313605.125000 Penalty: 4574.147461
	Iteration 51Q: 3 clusters Score -1313605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1313607.750000 Penalty: 4574.147461
	Iteration 52Q: 3 clusters Score -1313608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1313606.750000 Penalty: 4574.147461
	Iteration 53Q: 3 clusters Score -1313607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1313608.000000 Penalty: 4574.147461
	Iteration 54Q: 3 clusters Score -1313608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1313608.125000 Penalty: 4574.147461
	Iteration 55Q: 3 clusters Score -1313608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1313608.125000 Penalty: 4574.147461
	Iteration 56F: 3 clusters Score -1313608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97612 members 
Entering Unmasked Estep 
Score: -12840259.000000 Penalty: 2849.211426
	Iteration 0F: 2 clusters Score -1.284026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -12775082.000000 Penalty: 5698.422852
	Iteration 0F: 3 clusters Score -1.277508e+07 nChanged 46082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -12801546.000000 Penalty: 5698.422852
	Iteration 1F: 3 clusters Score -1.280155e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -12802807.000000 Penalty: 5698.422852
	Iteration 2Q: 3 clusters Score -1.280281e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -12804737.000000 Penalty: 5698.422852
	Iteration 3Q: 3 clusters Score -1.280474e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -12808507.000000 Penalty: 5698.422852
	Iteration 4F: 3 clusters Score -1.280851e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -12814818.000000 Penalty: 5698.422852
	Iteration 5F: 3 clusters Score -1.281482e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -12823432.000000 Penalty: 5698.422852
	Iteration 6F: 3 clusters Score -1.282343e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -12831331.000000 Penalty: 5698.422852
	Iteration 7F: 3 clusters Score -1.283133e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -12835454.000000 Penalty: 5698.422852
	Iteration 8Q: 3 clusters Score -1.283545e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12836879.000000 Penalty: 5698.422852
	Iteration 9Q: 3 clusters Score -1.283688e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97087 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12837409.000000 Penalty: 5698.422852
	Iteration 10Q: 3 clusters Score -1.283741e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -12837595.000000 Penalty: 5698.422852
	Iteration 11Q: 3 clusters Score -1.28376e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12837719.000000 Penalty: 5698.422852
	Iteration 12Q: 3 clusters Score -1.283772e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12837815.000000 Penalty: 5698.422852
	Iteration 13Q: 3 clusters Score -1.283782e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12837896.000000 Penalty: 5698.422852
	Iteration 14Q: 3 clusters Score -1.28379e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12837942.000000 Penalty: 5698.422852
	Iteration 15Q: 3 clusters Score -1.283794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97197 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12837988.000000 Penalty: 5698.422852
	Iteration 16Q: 3 clusters Score -1.283799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12838002.000000 Penalty: 5698.422852
	Iteration 17Q: 3 clusters Score -1.2838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12838001.000000 Penalty: 5698.422852
	Iteration 18Q: 3 clusters Score -1.2838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97187 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12838021.000000 Penalty: 5698.422852
	Iteration 19Q: 3 clusters Score -1.283802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12838029.000000 Penalty: 5698.422852
	Iteration 20F: 3 clusters Score -1.283803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12838046.000000 Penalty: 5698.422852
	Iteration 21Q: 3 clusters Score -1.283805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12838068.000000 Penalty: 5698.422852
	Iteration 22Q: 3 clusters Score -1.283807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12838061.000000 Penalty: 5698.422852
	Iteration 23Q: 3 clusters Score -1.283806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12838074.000000 Penalty: 5698.422852
	Iteration 24Q: 3 clusters Score -1.283807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12838074.000000 Penalty: 5698.422852
	Iteration 25Q: 3 clusters Score -1.283807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12838081.000000 Penalty: 5698.422852
	Iteration 26Q: 3 clusters Score -1.283808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12838089.000000 Penalty: 5698.422852
	Iteration 27Q: 3 clusters Score -1.283809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12838087.000000 Penalty: 5698.422852
	Iteration 28Q: 3 clusters Score -1.283809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12838094.000000 Penalty: 5698.422852
	Iteration 29Q: 3 clusters Score -1.283809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12838094.000000 Penalty: 5698.422852
	Iteration 30Q: 3 clusters Score -1.283809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12838097.000000 Penalty: 5698.422852
	Iteration 31Q: 3 clusters Score -1.28381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12838098.000000 Penalty: 5698.422852
	Iteration 32Q: 3 clusters Score -1.28381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12838109.000000 Penalty: 5698.422852
	Iteration 33Q: 3 clusters Score -1.283811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12838109.000000 Penalty: 5698.422852
	Iteration 34F: 3 clusters Score -1.283811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Entering Unmasked Estep 
Score: -1704403.250000 Penalty: 2348.102539
	Iteration 0F: 2 clusters Score -1704403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1694824.875000 Penalty: 4696.205078
	Iteration 0F: 3 clusters Score -1694825 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1697798.375000 Penalty: 4696.205078
	Iteration 1F: 3 clusters Score -1697798 nChanged 802
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Mstep: Class 1 contains 6554 members 
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Mstep: Class 1 contains 7275 members 
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Mstep: Class 1 contains 7600 members 
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Mstep: Class 1 contains 8954 members 
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	Iteration 85Q: 3 clusters Score -1702187 nChanged 7
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	Iteration 89Q: 3 clusters Score -1702195 nChanged 5
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Entering Unmasked Estep 
Score: -1702200.000000 Penalty: 4696.205078
	Iteration 94Q: 3 clusters Score -1702200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1702202.625000 Penalty: 4696.205078
	Iteration 95Q: 3 clusters Score -1702203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1702200.875000 Penalty: 4696.205078
	Iteration 96Q: 3 clusters Score -1702201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1702207.500000 Penalty: 4696.205078
	Iteration 97Q: 3 clusters Score -1702208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1702208.750000 Penalty: 4696.205078
	Iteration 98Q: 3 clusters Score -1702209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1702210.250000 Penalty: 4696.205078
	Iteration 99Q: 3 clusters Score -1702210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1702213.500000 Penalty: 4696.205078
	Iteration 100F: 3 clusters Score -1702214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1702217.875000 Penalty: 4696.205078
	Iteration 101Q: 3 clusters Score -1702218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1702218.000000 Penalty: 4696.205078
	Iteration 102Q: 3 clusters Score -1702218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1702217.750000 Penalty: 4696.205078
	Iteration 103Q: 3 clusters Score -1702218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1702220.375000 Penalty: 4696.205078
	Iteration 104Q: 3 clusters Score -1702220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1702227.125000 Penalty: 4696.205078
	Iteration 105Q: 3 clusters Score -1702227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1702225.125000 Penalty: 4696.205078
	Iteration 106Q: 3 clusters Score -1702225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1702223.875000 Penalty: 4696.205078
	Iteration 107Q: 3 clusters Score -1702224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1702226.125000 Penalty: 4696.205078
	Iteration 108Q: 3 clusters Score -1702226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1702225.375000 Penalty: 4696.205078
	Iteration 109Q: 3 clusters Score -1702225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1702225.375000 Penalty: 4696.205078
	Iteration 110F: 3 clusters Score -1702225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Entering Unmasked Estep 
Score: -2523114.750000 Penalty: 2450.446533
	Iteration 0F: 2 clusters Score -2523115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2509218.750000 Penalty: 4900.893066
	Iteration 0F: 3 clusters Score -2509219 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2513958.000000 Penalty: 4900.893066
	Iteration 1F: 3 clusters Score -2513958 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2514442.000000 Penalty: 4900.893066
	Iteration 2F: 3 clusters Score -2514442 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2514849.750000 Penalty: 4900.893066
	Iteration 3Q: 3 clusters Score -2514850 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2515230.250000 Penalty: 4900.893066
	Iteration 4Q: 3 clusters Score -2515230 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2515613.750000 Penalty: 4900.893066
	Iteration 5Q: 3 clusters Score -2515614 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2516099.000000 Penalty: 4900.893066
	Iteration 6Q: 3 clusters Score -2516099 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2516777.500000 Penalty: 4900.893066
	Iteration 7F: 3 clusters Score -2516778 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2517745.750000 Penalty: 4900.893066
	Iteration 8F: 3 clusters Score -2517746 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2518973.500000 Penalty: 4900.893066
	Iteration 9F: 3 clusters Score -2518974 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2520301.000000 Penalty: 4900.893066
	Iteration 10F: 3 clusters Score -2520301 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2521318.750000 Penalty: 4900.893066
	Iteration 11Q: 3 clusters Score -2521319 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2522022.500000 Penalty: 4900.893066
	Iteration 12Q: 3 clusters Score -2522022 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2522428.250000 Penalty: 4900.893066
	Iteration 13Q: 3 clusters Score -2522428 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2522668.500000 Penalty: 4900.893066
	Iteration 14Q: 3 clusters Score -2522668 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2522802.000000 Penalty: 4900.893066
	Iteration 15Q: 3 clusters Score -2522802 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2522902.250000 Penalty: 4900.893066
	Iteration 16Q: 3 clusters Score -2522902 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2523008.500000 Penalty: 4900.893066
	Iteration 17Q: 3 clusters Score -2523008 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2523077.750000 Penalty: 4900.893066
	Iteration 18Q: 3 clusters Score -2523078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2523149.500000 Penalty: 4900.893066
	Iteration 19Q: 3 clusters Score -2523150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2523257.500000 Penalty: 4900.893066
	Iteration 20F: 3 clusters Score -2523258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2523352.250000 Penalty: 4900.893066
	Iteration 21Q: 3 clusters Score -2523352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2523393.500000 Penalty: 4900.893066
	Iteration 22Q: 3 clusters Score -2523394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2523428.750000 Penalty: 4900.893066
	Iteration 23Q: 3 clusters Score -2523429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2523438.500000 Penalty: 4900.893066
	Iteration 24Q: 3 clusters Score -2523438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2523441.250000 Penalty: 4900.893066
	Iteration 25Q: 3 clusters Score -2523441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2523445.500000 Penalty: 4900.893066
	Iteration 26Q: 3 clusters Score -2523446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2523448.750000 Penalty: 4900.893066
	Iteration 27Q: 3 clusters Score -2523449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2523454.000000 Penalty: 4900.893066
	Iteration 28Q: 3 clusters Score -2523454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2523454.250000 Penalty: 4900.893066
	Iteration 29Q: 3 clusters Score -2523454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2523452.000000 Penalty: 4900.893066
	Iteration 30Q: 3 clusters Score -2523452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2523449.750000 Penalty: 4900.893066
	Iteration 31Q: 3 clusters Score -2523450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2523452.250000 Penalty: 4900.893066
	Iteration 32Q: 3 clusters Score -2523452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2523452.250000 Penalty: 4900.893066
	Iteration 33F: 3 clusters Score -2523452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 23271 members 
Mstep: Class 3 contains 10432 members 
Mstep: Class 4 contains 10118 members 
Mstep: Class 5 contains 97612 members 
Mstep: Class 6 contains 12941 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 24414 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 45791 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 44214 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 5516 members 
Mstep: Class 21 contains 5327 members 
Entering Unmasked Estep 
Score: -42910092.000000 Penalty: 66272.132812
Splitting cluster 7 changes total score from -42910264.000000 to -42910092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -618287.125000 Penalty: 2120.075439
	Iteration 0F: 2 clusters Score -618287.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -613733.312500 Penalty: 4240.150879
	Iteration 0F: 3 clusters Score -613733.3 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -614866.562500 Penalty: 4240.150879
	Iteration 1F: 3 clusters Score -614866.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -615129.250000 Penalty: 4240.150879
	Iteration 2F: 3 clusters Score -615129.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -615301.750000 Penalty: 4240.150879
	Iteration 3F: 3 clusters Score -615301.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -615427.375000 Penalty: 4240.150879
	Iteration 4Q: 3 clusters Score -615427.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -615517.250000 Penalty: 4240.150879
	Iteration 5Q: 3 clusters Score -615517.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -615601.625000 Penalty: 4240.150879
	Iteration 6Q: 3 clusters Score -615601.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -615687.625000 Penalty: 4240.150879
	Iteration 7Q: 3 clusters Score -615687.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -615736.812500 Penalty: 4240.150879
	Iteration 8Q: 3 clusters Score -615736.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -615778.750000 Penalty: 4240.150879
	Iteration 9Q: 3 clusters Score -615778.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -615815.250000 Penalty: 4240.150879
	Iteration 10Q: 3 clusters Score -615815.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -615843.250000 Penalty: 4240.150879
	Iteration 11Q: 3 clusters Score -615843.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -615873.937500 Penalty: 4240.150879
	Iteration 12Q: 3 clusters Score -615873.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -615905.687500 Penalty: 4240.150879
	Iteration 13Q: 3 clusters Score -615905.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -615938.875000 Penalty: 4240.150879
	Iteration 14Q: 3 clusters Score -615938.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -615974.375000 Penalty: 4240.150879
	Iteration 15Q: 3 clusters Score -615974.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -616012.500000 Penalty: 4240.150879
	Iteration 16Q: 3 clusters Score -616012.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -616047.562500 Penalty: 4240.150879
	Iteration 17Q: 3 clusters Score -616047.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -616081.250000 Penalty: 4240.150879
	Iteration 18Q: 3 clusters Score -616081.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -616130.562500 Penalty: 4240.150879
	Iteration 19Q: 3 clusters Score -616130.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -616174.437500 Penalty: 4240.150879
	Iteration 20F: 3 clusters Score -616174.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -616209.187500 Penalty: 4240.150879
	Iteration 21Q: 3 clusters Score -616209.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -616238.562500 Penalty: 4240.150879
	Iteration 22Q: 3 clusters Score -616238.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -616271.187500 Penalty: 4240.150879
	Iteration 23Q: 3 clusters Score -616271.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -616299.625000 Penalty: 4240.150879
	Iteration 24Q: 3 clusters Score -616299.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -616325.687500 Penalty: 4240.150879
	Iteration 25Q: 3 clusters Score -616325.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -616352.875000 Penalty: 4240.150879
	Iteration 26Q: 3 clusters Score -616352.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -616372.937500 Penalty: 4240.150879
	Iteration 27Q: 3 clusters Score -616372.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -616386.187500 Penalty: 4240.150879
	Iteration 28Q: 3 clusters Score -616386.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -616398.687500 Penalty: 4240.150879
	Iteration 29Q: 3 clusters Score -616398.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -616413.000000 Penalty: 4240.150879
	Iteration 30Q: 3 clusters Score -616413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -616429.625000 Penalty: 4240.150879
	Iteration 31Q: 3 clusters Score -616429.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -616441.562500 Penalty: 4240.150879
	Iteration 32Q: 3 clusters Score -616441.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -616460.937500 Penalty: 4240.150879
	Iteration 33Q: 3 clusters Score -616460.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -616476.500000 Penalty: 4240.150879
	Iteration 34Q: 3 clusters Score -616476.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -616490.125000 Penalty: 4240.150879
	Iteration 35Q: 3 clusters Score -616490.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -616502.312500 Penalty: 4240.150879
	Iteration 36Q: 3 clusters Score -616502.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -616508.312500 Penalty: 4240.150879
	Iteration 37Q: 3 clusters Score -616508.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -616518.187500 Penalty: 4240.150879
	Iteration 38Q: 3 clusters Score -616518.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -616530.562500 Penalty: 4240.150879
	Iteration 39Q: 3 clusters Score -616530.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -616538.437500 Penalty: 4240.150879
	Iteration 40F: 3 clusters Score -616538.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -616546.125000 Penalty: 4240.150879
	Iteration 41Q: 3 clusters Score -616546.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -616552.875000 Penalty: 4240.150879
	Iteration 42Q: 3 clusters Score -616552.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -616554.875000 Penalty: 4240.150879
	Iteration 43Q: 3 clusters Score -616554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -616556.125000 Penalty: 4240.150879
	Iteration 44Q: 3 clusters Score -616556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -616556.187500 Penalty: 4240.150879
	Iteration 45Q: 3 clusters Score -616556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -616556.187500 Penalty: 4240.150879
	Iteration 46F: 3 clusters Score -616556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Entering Unmasked Estep 
Score: -3030375.750000 Penalty: 2505.522217
	Iteration 0F: 2 clusters Score -3030376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3013484.500000 Penalty: 5011.044434
	Iteration 0F: 3 clusters Score -3013484 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3019412.000000 Penalty: 5011.044434
	Iteration 1F: 3 clusters Score -3019412 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3019831.500000 Penalty: 5011.044434
	Iteration 2Q: 3 clusters Score -3019832 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3020128.250000 Penalty: 5011.044434
	Iteration 3Q: 3 clusters Score -3020128 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3020354.250000 Penalty: 5011.044434
	Iteration 4Q: 3 clusters Score -3020354 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3020591.750000 Penalty: 5011.044434
	Iteration 5Q: 3 clusters Score -3020592 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3020867.750000 Penalty: 5011.044434
	Iteration 6Q: 3 clusters Score -3020868 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3021138.750000 Penalty: 5011.044434
	Iteration 7Q: 3 clusters Score -3021139 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3021508.000000 Penalty: 5011.044434
	Iteration 8Q: 3 clusters Score -3021508 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3021969.250000 Penalty: 5011.044434
	Iteration 9Q: 3 clusters Score -3021969 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3022600.000000 Penalty: 5011.044434
	Iteration 10Q: 3 clusters Score -3022600 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3023493.000000 Penalty: 5011.044434
	Iteration 11F: 3 clusters Score -3023493 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3024568.250000 Penalty: 5011.044434
	Iteration 12F: 3 clusters Score -3024568 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3025673.750000 Penalty: 5011.044434
	Iteration 13F: 3 clusters Score -3025674 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3026566.750000 Penalty: 5011.044434
	Iteration 14Q: 3 clusters Score -3026567 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3027129.500000 Penalty: 5011.044434
	Iteration 15Q: 3 clusters Score -3027130 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3027492.250000 Penalty: 5011.044434
	Iteration 16Q: 3 clusters Score -3027492 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3027739.250000 Penalty: 5011.044434
	Iteration 17Q: 3 clusters Score -3027739 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3027892.000000 Penalty: 5011.044434
	Iteration 18Q: 3 clusters Score -3027892 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3028014.250000 Penalty: 5011.044434
	Iteration 19Q: 3 clusters Score -3028014 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3028105.250000 Penalty: 5011.044434
	Iteration 20F: 3 clusters Score -3028105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3028170.000000 Penalty: 5011.044434
	Iteration 21Q: 3 clusters Score -3028170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3028233.000000 Penalty: 5011.044434
	Iteration 22Q: 3 clusters Score -3028233 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3028265.500000 Penalty: 5011.044434
	Iteration 23Q: 3 clusters Score -3028266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3028297.500000 Penalty: 5011.044434
	Iteration 24Q: 3 clusters Score -3028298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3028317.750000 Penalty: 5011.044434
	Iteration 25Q: 3 clusters Score -3028318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3028341.500000 Penalty: 5011.044434
	Iteration 26Q: 3 clusters Score -3028342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3028367.000000 Penalty: 5011.044434
	Iteration 27Q: 3 clusters Score -3028367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3028384.000000 Penalty: 5011.044434
	Iteration 28Q: 3 clusters Score -3028384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3028399.500000 Penalty: 5011.044434
	Iteration 29Q: 3 clusters Score -3028400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3028418.250000 Penalty: 5011.044434
	Iteration 30Q: 3 clusters Score -3028418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3028432.250000 Penalty: 5011.044434
	Iteration 31Q: 3 clusters Score -3028432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3028439.250000 Penalty: 5011.044434
	Iteration 32Q: 3 clusters Score -3028439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3028447.500000 Penalty: 5011.044434
	Iteration 33Q: 3 clusters Score -3028448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3028452.750000 Penalty: 5011.044434
	Iteration 34Q: 3 clusters Score -3028453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3028456.250000 Penalty: 5011.044434
	Iteration 35Q: 3 clusters Score -3028456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3028461.750000 Penalty: 5011.044434
	Iteration 36Q: 3 clusters Score -3028462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3028461.750000 Penalty: 5011.044434
	Iteration 37Q: 3 clusters Score -3028462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3028457.750000 Penalty: 5011.044434
	Iteration 38Q: 3 clusters Score -3028458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3028462.000000 Penalty: 5011.044434
	Iteration 39Q: 3 clusters Score -3028462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3028469.750000 Penalty: 5011.044434
	Iteration 40F: 3 clusters Score -3028470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3028472.750000 Penalty: 5011.044434
	Iteration 41Q: 3 clusters Score -3028473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3028476.000000 Penalty: 5011.044434
	Iteration 42Q: 3 clusters Score -3028476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3028481.750000 Penalty: 5011.044434
	Iteration 43Q: 3 clusters Score -3028482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3028478.500000 Penalty: 5011.044434
	Iteration 44Q: 3 clusters Score -3028478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3028481.000000 Penalty: 5011.044434
	Iteration 45Q: 3 clusters Score -3028481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3028481.000000 Penalty: 5011.044434
	Iteration 46F: 3 clusters Score -3028481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Entering Unmasked Estep 
Score: -1300139.000000 Penalty: 2274.968994
	Iteration 0F: 2 clusters Score -1300139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1292654.625000 Penalty: 4549.937988
	Iteration 0F: 3 clusters Score -1292655 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1294763.000000 Penalty: 4549.937988
	Iteration 1F: 3 clusters Score -1294763 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1295071.125000 Penalty: 4549.937988
	Iteration 2F: 3 clusters Score -1295071 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1295277.875000 Penalty: 4549.937988
	Iteration 3F: 3 clusters Score -1295278 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1295422.750000 Penalty: 4549.937988
	Iteration 4Q: 3 clusters Score -1295423 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1295535.750000 Penalty: 4549.937988
	Iteration 5Q: 3 clusters Score -1295536 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1295631.625000 Penalty: 4549.937988
	Iteration 6Q: 3 clusters Score -1295632 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1295733.875000 Penalty: 4549.937988
	Iteration 7Q: 3 clusters Score -1295734 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1295813.750000 Penalty: 4549.937988
	Iteration 8Q: 3 clusters Score -1295814 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1295915.625000 Penalty: 4549.937988
	Iteration 9Q: 3 clusters Score -1295916 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1296028.875000 Penalty: 4549.937988
	Iteration 10Q: 3 clusters Score -1296029 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1296158.375000 Penalty: 4549.937988
	Iteration 11Q: 3 clusters Score -1296158 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1296317.500000 Penalty: 4549.937988
	Iteration 12Q: 3 clusters Score -1296318 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1296514.625000 Penalty: 4549.937988
	Iteration 13Q: 3 clusters Score -1296515 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1296757.250000 Penalty: 4549.937988
	Iteration 14Q: 3 clusters Score -1296757 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1296982.750000 Penalty: 4549.937988
	Iteration 15Q: 3 clusters Score -1296983 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1297188.000000 Penalty: 4549.937988
	Iteration 16Q: 3 clusters Score -1297188 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1297394.625000 Penalty: 4549.937988
	Iteration 17Q: 3 clusters Score -1297395 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1297584.000000 Penalty: 4549.937988
	Iteration 18Q: 3 clusters Score -1297584 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1297746.875000 Penalty: 4549.937988
	Iteration 19Q: 3 clusters Score -1297747 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1297863.250000 Penalty: 4549.937988
	Iteration 20F: 3 clusters Score -1297863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1297942.000000 Penalty: 4549.937988
	Iteration 21Q: 3 clusters Score -1297942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1297986.250000 Penalty: 4549.937988
	Iteration 22Q: 3 clusters Score -1297986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1298019.250000 Penalty: 4549.937988
	Iteration 23Q: 3 clusters Score -1298019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1298040.750000 Penalty: 4549.937988
	Iteration 24Q: 3 clusters Score -1298041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1298060.750000 Penalty: 4549.937988
	Iteration 25Q: 3 clusters Score -1298061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1298077.125000 Penalty: 4549.937988
	Iteration 26Q: 3 clusters Score -1298077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1298081.375000 Penalty: 4549.937988
	Iteration 27Q: 3 clusters Score -1298081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1298089.750000 Penalty: 4549.937988
	Iteration 28Q: 3 clusters Score -1298090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1298098.250000 Penalty: 4549.937988
	Iteration 29Q: 3 clusters Score -1298098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1298111.000000 Penalty: 4549.937988
	Iteration 30Q: 3 clusters Score -1298111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1298120.000000 Penalty: 4549.937988
	Iteration 31Q: 3 clusters Score -1298120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1298128.750000 Penalty: 4549.937988
	Iteration 32Q: 3 clusters Score -1298129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1298138.125000 Penalty: 4549.937988
	Iteration 33Q: 3 clusters Score -1298138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1298146.875000 Penalty: 4549.937988
	Iteration 34Q: 3 clusters Score -1298147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1298154.000000 Penalty: 4549.937988
	Iteration 35Q: 3 clusters Score -1298154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1298156.000000 Penalty: 4549.937988
	Iteration 36Q: 3 clusters Score -1298156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1298158.625000 Penalty: 4549.937988
	Iteration 37Q: 3 clusters Score -1298159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1298158.125000 Penalty: 4549.937988
	Iteration 38Q: 3 clusters Score -1298158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1298158.125000 Penalty: 4549.937988
	Iteration 39F: 3 clusters Score -1298158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -30340.015625 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -30340.02 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 143 members 
Entering Unmasked Estep 
Score: -29106.732422 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -29106.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29224.302734 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -29224.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29277.277344 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -29277.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29308.337891 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -29308.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29314.173828 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -29314.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29317.515625 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -29317.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29319.125000 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -29319.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29325.617188 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -29325.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29325.617188 Penalty: 2805.372070
	Iteration 8F: 3 clusters Score -29325.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -159241.640625 Penalty: 1782.913696
	Iteration 0F: 2 clusters Score -159241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -157112.921875 Penalty: 3565.827393
	Iteration 0F: 3 clusters Score -157112.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -157570.343750 Penalty: 3565.827393
	Iteration 1F: 3 clusters Score -157570.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -157838.953125 Penalty: 3565.827393
	Iteration 2F: 3 clusters Score -157839 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -158160.593750 Penalty: 3565.827393
	Iteration 3F: 3 clusters Score -158160.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158627.812500 Penalty: 3565.827393
	Iteration 4F: 3 clusters Score -158627.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -159084.406250 Penalty: 3565.827393
	Iteration 5F: 3 clusters Score -159084.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -159221.890625 Penalty: 3565.827393
	Iteration 6Q: 3 clusters Score -159221.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -159262.250000 Penalty: 3565.827393
	Iteration 7Q: 3 clusters Score -159262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -159280.000000 Penalty: 3565.827393
	Iteration 8Q: 3 clusters Score -159280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -159289.250000 Penalty: 3565.827393
	Iteration 9Q: 3 clusters Score -159289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -159293.921875 Penalty: 3565.827393
	Iteration 10Q: 3 clusters Score -159293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -159299.484375 Penalty: 3565.827393
	Iteration 11Q: 3 clusters Score -159299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -159300.656250 Penalty: 3565.827393
	Iteration 12Q: 3 clusters Score -159300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -159301.703125 Penalty: 3565.827393
	Iteration 13Q: 3 clusters Score -159301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -159303.562500 Penalty: 3565.827393
	Iteration 14Q: 3 clusters Score -159303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -159304.890625 Penalty: 3565.827393
	Iteration 15Q: 3 clusters Score -159304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -159305.625000 Penalty: 3565.827393
	Iteration 16Q: 3 clusters Score -159305.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -159305.625000 Penalty: 3565.827393
	Iteration 17F: 3 clusters Score -159305.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 23271 members 
Mstep: Class 3 contains 10432 members 
Mstep: Class 4 contains 10118 members 
Mstep: Class 5 contains 97612 members 
Mstep: Class 6 contains 12941 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 24414 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 859 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 45791 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 44214 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 5516 members 
Mstep: Class 21 contains 466 members 
Entering Unmasked Estep 
Score: -42909028.000000 Penalty: 66272.132812
Splitting cluster 12 changes total score from -42910264.000000 to -42909028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Entering Unmasked Estep 
Score: -964303.375000 Penalty: 2208.651123
	Iteration 0F: 2 clusters Score -964303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -958312.500000 Penalty: 4417.302246
	Iteration 0F: 3 clusters Score -958312.5 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -959911.937500 Penalty: 4417.302246
	Iteration 1F: 3 clusters Score -959911.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -960146.375000 Penalty: 4417.302246
	Iteration 2F: 3 clusters Score -960146.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -960319.562500 Penalty: 4417.302246
	Iteration 3Q: 3 clusters Score -960319.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -960453.187500 Penalty: 4417.302246
	Iteration 4Q: 3 clusters Score -960453.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -960553.812500 Penalty: 4417.302246
	Iteration 5Q: 3 clusters Score -960553.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -960646.312500 Penalty: 4417.302246
	Iteration 6Q: 3 clusters Score -960646.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -960740.875000 Penalty: 4417.302246
	Iteration 7Q: 3 clusters Score -960740.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -960856.312500 Penalty: 4417.302246
	Iteration 8Q: 3 clusters Score -960856.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -960966.500000 Penalty: 4417.302246
	Iteration 9Q: 3 clusters Score -960966.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -961087.375000 Penalty: 4417.302246
	Iteration 10Q: 3 clusters Score -961087.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -961186.375000 Penalty: 4417.302246
	Iteration 11Q: 3 clusters Score -961186.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -961298.125000 Penalty: 4417.302246
	Iteration 12Q: 3 clusters Score -961298.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -961422.750000 Penalty: 4417.302246
	Iteration 13Q: 3 clusters Score -961422.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -961528.375000 Penalty: 4417.302246
	Iteration 14Q: 3 clusters Score -961528.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -961639.312500 Penalty: 4417.302246
	Iteration 15Q: 3 clusters Score -961639.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -961739.062500 Penalty: 4417.302246
	Iteration 16Q: 3 clusters Score -961739.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -961828.500000 Penalty: 4417.302246
	Iteration 17Q: 3 clusters Score -961828.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -961923.687500 Penalty: 4417.302246
	Iteration 18Q: 3 clusters Score -961923.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -962009.687500 Penalty: 4417.302246
	Iteration 19Q: 3 clusters Score -962009.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -962096.437500 Penalty: 4417.302246
	Iteration 20F: 3 clusters Score -962096.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -962157.125000 Penalty: 4417.302246
	Iteration 21Q: 3 clusters Score -962157.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -962198.500000 Penalty: 4417.302246
	Iteration 22Q: 3 clusters Score -962198.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -962235.437500 Penalty: 4417.302246
	Iteration 23Q: 3 clusters Score -962235.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -962267.875000 Penalty: 4417.302246
	Iteration 24Q: 3 clusters Score -962267.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -962293.812500 Penalty: 4417.302246
	Iteration 25Q: 3 clusters Score -962293.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -962313.000000 Penalty: 4417.302246
	Iteration 26Q: 3 clusters Score -962313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -962330.437500 Penalty: 4417.302246
	Iteration 27Q: 3 clusters Score -962330.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -962342.000000 Penalty: 4417.302246
	Iteration 28Q: 3 clusters Score -962342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -962350.437500 Penalty: 4417.302246
	Iteration 29Q: 3 clusters Score -962350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -962352.375000 Penalty: 4417.302246
	Iteration 30Q: 3 clusters Score -962352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -962354.125000 Penalty: 4417.302246
	Iteration 31Q: 3 clusters Score -962354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -962355.562500 Penalty: 4417.302246
	Iteration 32Q: 3 clusters Score -962355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -962356.375000 Penalty: 4417.302246
	Iteration 33Q: 3 clusters Score -962356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -962358.562500 Penalty: 4417.302246
	Iteration 34Q: 3 clusters Score -962358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -962359.250000 Penalty: 4417.302246
	Iteration 35Q: 3 clusters Score -962359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -962361.500000 Penalty: 4417.302246
	Iteration 36Q: 3 clusters Score -962361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -962361.187500 Penalty: 4417.302246
	Iteration 37Q: 3 clusters Score -962361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -962364.937500 Penalty: 4417.302246
	Iteration 38Q: 3 clusters Score -962364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -962364.812500 Penalty: 4417.302246
	Iteration 39Q: 3 clusters Score -962364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -962366.500000 Penalty: 4417.302246
	Iteration 40F: 3 clusters Score -962366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Entering Unmasked Estep 
Score: -6064122.500000 Penalty: 2661.497070
	Iteration 0F: 2 clusters Score -6064122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -6033145.000000 Penalty: 5322.994141
	Iteration 0F: 3 clusters Score -6033145 nChanged 20971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -6044882.500000 Penalty: 5322.994141
	Iteration 1F: 3 clusters Score -6044882 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -6045432.000000 Penalty: 5322.994141
	Iteration 2Q: 3 clusters Score -6045432 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -6046003.500000 Penalty: 5322.994141
	Iteration 3Q: 3 clusters Score -6046004 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -6046509.500000 Penalty: 5322.994141
	Iteration 4Q: 3 clusters Score -6046510 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -6047083.500000 Penalty: 5322.994141
	Iteration 5Q: 3 clusters Score -6047084 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6047738.500000 Penalty: 5322.994141
	Iteration 6Q: 3 clusters Score -6047738 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -6048462.000000 Penalty: 5322.994141
	Iteration 7Q: 3 clusters Score -6048462 nChanged 1964
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6049345 nChanged 2163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6050474 nChanged 2253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6051674 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6052956 nChanged 1918
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Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6053846 nChanged 1485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6054351 nChanged 1078
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -6054622.500000 Penalty: 5322.994141
	Iteration 14Q: 3 clusters Score -6054622 nChanged 751
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6054836 nChanged 591
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Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6054989 nChanged 524
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6055104 nChanged 436
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Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6055201 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6055286 nChanged 470
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Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6055394 nChanged 489
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Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6055488 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6055593 nChanged 541
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Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6055746 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6055854 nChanged 632
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Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6056023 nChanged 653
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Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6056268 nChanged 665
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Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6056448 nChanged 666
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Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6056631 nChanged 706
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Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6056850 nChanged 704
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Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6057114 nChanged 705
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Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6057312 nChanged 701
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Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6057572 nChanged 712
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Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6057846 nChanged 696
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Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6058126 nChanged 654
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Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6058403 nChanged 603
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Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6058694 nChanged 556
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Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6058931 nChanged 507
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Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6059136 nChanged 466
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Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6059290 nChanged 411
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Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6059498 nChanged 427
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Mstep: Class 1 contains 39689 members 
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	Iteration 41Q: 3 clusters Score -6059701 nChanged 379
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Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 5729 members 
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	Iteration 42Q: 3 clusters Score -6059898 nChanged 364
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Mstep: Class 1 contains 40424 members 
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Entering Unmasked Estep 
Score: -6060003.500000 Penalty: 5322.994141
	Iteration 43Q: 3 clusters Score -6060004 nChanged 349
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Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6060164 nChanged 323
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Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6060278 nChanged 317
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Mstep: Class 1 contains 41393 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6060370 nChanged 302
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Mstep: Class 1 contains 41689 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6060491 nChanged 295
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Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6060612 nChanged 260
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Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6060718 nChanged 239
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Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6060814 nChanged 221
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Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6060898 nChanged 187
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Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6060952 nChanged 163
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Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6060990 nChanged 163
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Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6061029.500000 Penalty: 5322.994141
	Iteration 54Q: 3 clusters Score -6061030 nChanged 138
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Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 2442 members 
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	Iteration 55Q: 3 clusters Score -6061097 nChanged 137
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Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6061144 nChanged 124
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Mstep: Class 1 contains 43610 members 
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	Iteration 57Q: 3 clusters Score -6061178 nChanged 126
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Mstep: Class 1 contains 43736 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6061239 nChanged 131
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Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6061300 nChanged 118
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Mstep: Class 1 contains 43983 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6061360 nChanged 104
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Mstep: Class 1 contains 44085 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6061404 nChanged 99
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Mstep: Class 1 contains 44180 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6061429 nChanged 81
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Mstep: Class 1 contains 44261 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6061475 nChanged 70
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Mstep: Class 1 contains 44329 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6061504 nChanged 62
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Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6061528 nChanged 58
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6061552 nChanged 55
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	Iteration 67Q: 3 clusters Score -6061566 nChanged 37
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	Iteration 68Q: 3 clusters Score -6061580 nChanged 29
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Mstep: Class 1 contains 44570 members 
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	Iteration 69Q: 3 clusters Score -6061586 nChanged 25
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Mstep: Class 1 contains 44593 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6061601 nChanged 24
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Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6061600 nChanged 22
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Mstep: Class 1 contains 44633 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6061610 nChanged 16
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Mstep: Class 1 contains 44649 members 
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	Iteration 73Q: 3 clusters Score -6061626 nChanged 20
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Mstep: Class 1 contains 44667 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6061620 nChanged 23
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6061636 nChanged 26
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Mstep: Class 2 contains 1079 members 
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	Iteration 76Q: 3 clusters Score -6061643 nChanged 27
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6061663 nChanged 31
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	Iteration 78Q: 3 clusters Score -6061682 nChanged 21
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	Iteration 79Q: 3 clusters Score -6061684 nChanged 18
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	Iteration 80F: 3 clusters Score -6061693 nChanged 19
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6061704 nChanged 20
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	Iteration 82Q: 3 clusters Score -6061712 nChanged 18
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	Iteration 83Q: 3 clusters Score -6061724 nChanged 14
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	Iteration 84Q: 3 clusters Score -6061734 nChanged 13
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	Iteration 85Q: 3 clusters Score -6061734 nChanged 5
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	Iteration 86Q: 3 clusters Score -6061742 nChanged 1
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	Iteration 87Q: 3 clusters Score -6061738 nChanged 3
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	Iteration 88Q: 3 clusters Score -6061738 nChanged 5
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	Iteration 89Q: 3 clusters Score -6061739 nChanged 6
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6061740 nChanged 3
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	Iteration 91Q: 3 clusters Score -6061744 nChanged 4
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	Iteration 92Q: 3 clusters Score -6061740 nChanged 4
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	Iteration 93Q: 3 clusters Score -6061736 nChanged 3
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	Iteration 94Q: 3 clusters Score -6061734 nChanged 1
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	Iteration 95Q: 3 clusters Score -6061735 nChanged 2
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	Iteration 96Q: 3 clusters Score -6061744 nChanged 3
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	Iteration 97Q: 3 clusters Score -6061743 nChanged 2
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	Iteration 98Q: 3 clusters Score -6061744 nChanged 3
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	Iteration 99Q: 3 clusters Score -6061746 nChanged 5
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6061759 nChanged 3
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	Iteration 101Q: 3 clusters Score -6061761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6061766.500000 Penalty: 5322.994141
	Iteration 102Q: 3 clusters Score -6061766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6061769.000000 Penalty: 5322.994141
	Iteration 103Q: 3 clusters Score -6061769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6061769.500000 Penalty: 5322.994141
	Iteration 104Q: 3 clusters Score -6061770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6061774.000000 Penalty: 5322.994141
	Iteration 105Q: 3 clusters Score -6061774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6061777.000000 Penalty: 5322.994141
	Iteration 106Q: 3 clusters Score -6061777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6061779.000000 Penalty: 5322.994141
	Iteration 107Q: 3 clusters Score -6061779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6061789.000000 Penalty: 5322.994141
	Iteration 108Q: 3 clusters Score -6061789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6061781.500000 Penalty: 5322.994141
	Iteration 109Q: 3 clusters Score -6061782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6061781.500000 Penalty: 5322.994141
	Iteration 110Q: 3 clusters Score -6061782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6061783.500000 Penalty: 5322.994141
	Iteration 111Q: 3 clusters Score -6061784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6061782.500000 Penalty: 5322.994141
	Iteration 112Q: 3 clusters Score -6061782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6061781.500000 Penalty: 5322.994141
	Iteration 113Q: 3 clusters Score -6061782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6061781.500000 Penalty: 5322.994141
	Iteration 114F: 3 clusters Score -6061782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -162649.890625 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -162649.9 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 669 members 
Entering Unmasked Estep 
Score: -160499.203125 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -160499.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -161130.312500 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -161130.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -161693.734375 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -161693.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -162115.859375 Penalty: 3593.844971
	Iteration 3F: 3 clusters Score -162115.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -162386.812500 Penalty: 3593.844971
	Iteration 4F: 3 clusters Score -162386.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -162600.468750 Penalty: 3593.844971
	Iteration 5Q: 3 clusters Score -162600.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -162752.593750 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -162752.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -162847.421875 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -162847.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -162902.468750 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -162902.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -162946.046875 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -162946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -162983.062500 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -162983.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -163013.593750 Penalty: 3593.844971
	Iteration 11Q: 3 clusters Score -163013.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -163028.593750 Penalty: 3593.844971
	Iteration 12Q: 3 clusters Score -163028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -163040.890625 Penalty: 3593.844971
	Iteration 13Q: 3 clusters Score -163040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -163053.593750 Penalty: 3593.844971
	Iteration 14Q: 3 clusters Score -163053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -163058.843750 Penalty: 3593.844971
	Iteration 15Q: 3 clusters Score -163058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -163063.078125 Penalty: 3593.844971
	Iteration 16Q: 3 clusters Score -163063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163068.859375 Penalty: 3593.844971
	Iteration 17Q: 3 clusters Score -163068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -163073.203125 Penalty: 3593.844971
	Iteration 18Q: 3 clusters Score -163073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163081.109375 Penalty: 3593.844971
	Iteration 19Q: 3 clusters Score -163081.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -163090.187500 Penalty: 3593.844971
	Iteration 20F: 3 clusters Score -163090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -163098.687500 Penalty: 3593.844971
	Iteration 21Q: 3 clusters Score -163098.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -163107.812500 Penalty: 3593.844971
	Iteration 22Q: 3 clusters Score -163107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163119.296875 Penalty: 3593.844971
	Iteration 23Q: 3 clusters Score -163119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -163135.890625 Penalty: 3593.844971
	Iteration 24Q: 3 clusters Score -163135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -163156.187500 Penalty: 3593.844971
	Iteration 25Q: 3 clusters Score -163156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -163171.781250 Penalty: 3593.844971
	Iteration 26Q: 3 clusters Score -163171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -163176.171875 Penalty: 3593.844971
	Iteration 27Q: 3 clusters Score -163176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -163180.171875 Penalty: 3593.844971
	Iteration 28Q: 3 clusters Score -163180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -163182.187500 Penalty: 3593.844971
	Iteration 29Q: 3 clusters Score -163182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -163185.093750 Penalty: 3593.844971
	Iteration 30Q: 3 clusters Score -163185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163185.703125 Penalty: 3593.844971
	Iteration 31Q: 3 clusters Score -163185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163185.703125 Penalty: 3593.844971
	Iteration 32F: 3 clusters Score -163185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 23271 members 
Mstep: Class 3 contains 10432 members 
Mstep: Class 4 contains 10118 members 
Mstep: Class 5 contains 97612 members 
Mstep: Class 6 contains 12941 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 24414 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 45791 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 44214 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 5516 members 
Mstep: Class 21 contains 555 members 
Entering Unmasked Estep 
Score: -42909540.000000 Penalty: 66272.132812
Splitting cluster 15 changes total score from -42910264.000000 to -42909540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -601053.937500 Penalty: 2091.747070
	Iteration 0F: 2 clusters Score -601053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -596787.125000 Penalty: 4183.494141
	Iteration 0F: 3 clusters Score -596787.1 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -597812.687500 Penalty: 4183.494141
	Iteration 1F: 3 clusters Score -597812.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -598122.312500 Penalty: 4183.494141
	Iteration 2F: 3 clusters Score -598122.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -598354.125000 Penalty: 4183.494141
	Iteration 3F: 3 clusters Score -598354.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -598498.500000 Penalty: 4183.494141
	Iteration 4Q: 3 clusters Score -598498.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -598573.375000 Penalty: 4183.494141
	Iteration 5Q: 3 clusters Score -598573.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -598627.187500 Penalty: 4183.494141
	Iteration 6Q: 3 clusters Score -598627.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -598665.875000 Penalty: 4183.494141
	Iteration 7Q: 3 clusters Score -598665.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -598687.625000 Penalty: 4183.494141
	Iteration 8Q: 3 clusters Score -598687.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -598704.812500 Penalty: 4183.494141
	Iteration 9Q: 3 clusters Score -598704.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -598715.000000 Penalty: 4183.494141
	Iteration 10Q: 3 clusters Score -598715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -598730.375000 Penalty: 4183.494141
	Iteration 11Q: 3 clusters Score -598730.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -598738.500000 Penalty: 4183.494141
	Iteration 12Q: 3 clusters Score -598738.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -598749.625000 Penalty: 4183.494141
	Iteration 13Q: 3 clusters Score -598749.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -598754.187500 Penalty: 4183.494141
	Iteration 14Q: 3 clusters Score -598754.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -598756.000000 Penalty: 4183.494141
	Iteration 15Q: 3 clusters Score -598756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -598756.875000 Penalty: 4183.494141
	Iteration 16Q: 3 clusters Score -598756.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -598759.562500 Penalty: 4183.494141
	Iteration 17Q: 3 clusters Score -598759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -598760.500000 Penalty: 4183.494141
	Iteration 18Q: 3 clusters Score -598760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -598761.000000 Penalty: 4183.494141
	Iteration 19Q: 3 clusters Score -598761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -598762.250000 Penalty: 4183.494141
	Iteration 20F: 3 clusters Score -598762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -598763.562500 Penalty: 4183.494141
	Iteration 21Q: 3 clusters Score -598763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -598763.875000 Penalty: 4183.494141
	Iteration 22Q: 3 clusters Score -598763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -598766.375000 Penalty: 4183.494141
	Iteration 23Q: 3 clusters Score -598766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -598766.562500 Penalty: 4183.494141
	Iteration 24Q: 3 clusters Score -598766.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -598769.812500 Penalty: 4183.494141
	Iteration 25Q: 3 clusters Score -598769.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -598769.812500 Penalty: 4183.494141
	Iteration 26Q: 3 clusters Score -598769.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -598773.500000 Penalty: 4183.494141
	Iteration 27Q: 3 clusters Score -598773.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -598775.125000 Penalty: 4183.494141
	Iteration 28Q: 3 clusters Score -598775.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -598776.687500 Penalty: 4183.494141
	Iteration 29Q: 3 clusters Score -598776.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -598780.250000 Penalty: 4183.494141
	Iteration 30Q: 3 clusters Score -598780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -598782.312500 Penalty: 4183.494141
	Iteration 31Q: 3 clusters Score -598782.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -598787.562500 Penalty: 4183.494141
	Iteration 32Q: 3 clusters Score -598787.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -598792.312500 Penalty: 4183.494141
	Iteration 33Q: 3 clusters Score -598792.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -598795.125000 Penalty: 4183.494141
	Iteration 34Q: 3 clusters Score -598795.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -598799.375000 Penalty: 4183.494141
	Iteration 35Q: 3 clusters Score -598799.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -598801.625000 Penalty: 4183.494141
	Iteration 36Q: 3 clusters Score -598801.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -598805.437500 Penalty: 4183.494141
	Iteration 37Q: 3 clusters Score -598805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -598808.812500 Penalty: 4183.494141
	Iteration 38Q: 3 clusters Score -598808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -598811.000000 Penalty: 4183.494141
	Iteration 39Q: 3 clusters Score -598811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -598815.937500 Penalty: 4183.494141
	Iteration 40F: 3 clusters Score -598815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -598817.125000 Penalty: 4183.494141
	Iteration 41Q: 3 clusters Score -598817.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -598819.812500 Penalty: 4183.494141
	Iteration 42Q: 3 clusters Score -598819.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -598823.187500 Penalty: 4183.494141
	Iteration 43Q: 3 clusters Score -598823.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -598827.625000 Penalty: 4183.494141
	Iteration 44Q: 3 clusters Score -598827.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -598829.625000 Penalty: 4183.494141
	Iteration 45Q: 3 clusters Score -598829.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -598832.750000 Penalty: 4183.494141
	Iteration 46Q: 3 clusters Score -598832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -598834.750000 Penalty: 4183.494141
	Iteration 47Q: 3 clusters Score -598834.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -598839.937500 Penalty: 4183.494141
	Iteration 48Q: 3 clusters Score -598839.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -598848.375000 Penalty: 4183.494141
	Iteration 49Q: 3 clusters Score -598848.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -598859.687500 Penalty: 4183.494141
	Iteration 50Q: 3 clusters Score -598859.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -598871.437500 Penalty: 4183.494141
	Iteration 51Q: 3 clusters Score -598871.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -598885.187500 Penalty: 4183.494141
	Iteration 52Q: 3 clusters Score -598885.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -598902.125000 Penalty: 4183.494141
	Iteration 53Q: 3 clusters Score -598902.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -598913.562500 Penalty: 4183.494141
	Iteration 54Q: 3 clusters Score -598913.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -598926.062500 Penalty: 4183.494141
	Iteration 55Q: 3 clusters Score -598926.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -598938.250000 Penalty: 4183.494141
	Iteration 56Q: 3 clusters Score -598938.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -598953.687500 Penalty: 4183.494141
	Iteration 57Q: 3 clusters Score -598953.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -598971.437500 Penalty: 4183.494141
	Iteration 58Q: 3 clusters Score -598971.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -598989.125000 Penalty: 4183.494141
	Iteration 59Q: 3 clusters Score -598989.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -599007.500000 Penalty: 4183.494141
	Iteration 60F: 3 clusters Score -599007.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -599030.812500 Penalty: 4183.494141
	Iteration 61Q: 3 clusters Score -599030.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -599058.937500 Penalty: 4183.494141
	Iteration 62Q: 3 clusters Score -599058.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -599083.250000 Penalty: 4183.494141
	Iteration 63Q: 3 clusters Score -599083.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -599107.812500 Penalty: 4183.494141
	Iteration 64Q: 3 clusters Score -599107.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -599126.687500 Penalty: 4183.494141
	Iteration 65Q: 3 clusters Score -599126.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -599151.000000 Penalty: 4183.494141
	Iteration 66Q: 3 clusters Score -599151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -599172.812500 Penalty: 4183.494141
	Iteration 67Q: 3 clusters Score -599172.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -599199.312500 Penalty: 4183.494141
	Iteration 68Q: 3 clusters Score -599199.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -599231.125000 Penalty: 4183.494141
	Iteration 69Q: 3 clusters Score -599231.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -599261.875000 Penalty: 4183.494141
	Iteration 70Q: 3 clusters Score -599261.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -599291.375000 Penalty: 4183.494141
	Iteration 71Q: 3 clusters Score -599291.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -599324.687500 Penalty: 4183.494141
	Iteration 72Q: 3 clusters Score -599324.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -599361.187500 Penalty: 4183.494141
	Iteration 73Q: 3 clusters Score -599361.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -599389.375000 Penalty: 4183.494141
	Iteration 74Q: 3 clusters Score -599389.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -599414.312500 Penalty: 4183.494141
	Iteration 75Q: 3 clusters Score -599414.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -599434.500000 Penalty: 4183.494141
	Iteration 76Q: 3 clusters Score -599434.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -599445.625000 Penalty: 4183.494141
	Iteration 77Q: 3 clusters Score -599445.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -599461.062500 Penalty: 4183.494141
	Iteration 78Q: 3 clusters Score -599461.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -599481.062500 Penalty: 4183.494141
	Iteration 79Q: 3 clusters Score -599481.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -599497.875000 Penalty: 4183.494141
	Iteration 80F: 3 clusters Score -599497.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -599516.062500 Penalty: 4183.494141
	Iteration 81Q: 3 clusters Score -599516.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -599532.250000 Penalty: 4183.494141
	Iteration 82Q: 3 clusters Score -599532.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -599544.562500 Penalty: 4183.494141
	Iteration 83Q: 3 clusters Score -599544.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -599562.562500 Penalty: 4183.494141
	Iteration 84Q: 3 clusters Score -599562.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -599578.250000 Penalty: 4183.494141
	Iteration 85Q: 3 clusters Score -599578.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -599596.812500 Penalty: 4183.494141
	Iteration 86Q: 3 clusters Score -599596.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -599619.250000 Penalty: 4183.494141
	Iteration 87Q: 3 clusters Score -599619.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -599638.000000 Penalty: 4183.494141
	Iteration 88Q: 3 clusters Score -599638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -599655.250000 Penalty: 4183.494141
	Iteration 89Q: 3 clusters Score -599655.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -599667.375000 Penalty: 4183.494141
	Iteration 90Q: 3 clusters Score -599667.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -599684.625000 Penalty: 4183.494141
	Iteration 91Q: 3 clusters Score -599684.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -599702.062500 Penalty: 4183.494141
	Iteration 92Q: 3 clusters Score -599702.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -599726.187500 Penalty: 4183.494141
	Iteration 93Q: 3 clusters Score -599726.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -599746.812500 Penalty: 4183.494141
	Iteration 94Q: 3 clusters Score -599746.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -599766.687500 Penalty: 4183.494141
	Iteration 95Q: 3 clusters Score -599766.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -599779.312500 Penalty: 4183.494141
	Iteration 96Q: 3 clusters Score -599779.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -599794.187500 Penalty: 4183.494141
	Iteration 97Q: 3 clusters Score -599794.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -599807.375000 Penalty: 4183.494141
	Iteration 98Q: 3 clusters Score -599807.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -599816.312500 Penalty: 4183.494141
	Iteration 99Q: 3 clusters Score -599816.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -599822.625000 Penalty: 4183.494141
	Iteration 100F: 3 clusters Score -599822.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -599828.562500 Penalty: 4183.494141
	Iteration 101Q: 3 clusters Score -599828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -599834.562500 Penalty: 4183.494141
	Iteration 102Q: 3 clusters Score -599834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -599843.625000 Penalty: 4183.494141
	Iteration 103Q: 3 clusters Score -599843.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -599851.000000 Penalty: 4183.494141
	Iteration 104Q: 3 clusters Score -599851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -599858.500000 Penalty: 4183.494141
	Iteration 105Q: 3 clusters Score -599858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -599863.562500 Penalty: 4183.494141
	Iteration 106Q: 3 clusters Score -599863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -599866.187500 Penalty: 4183.494141
	Iteration 107Q: 3 clusters Score -599866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -599867.812500 Penalty: 4183.494141
	Iteration 108Q: 3 clusters Score -599867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -599868.750000 Penalty: 4183.494141
	Iteration 109Q: 3 clusters Score -599868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -599870.875000 Penalty: 4183.494141
	Iteration 110Q: 3 clusters Score -599870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -599871.625000 Penalty: 4183.494141
	Iteration 111Q: 3 clusters Score -599871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -599876.250000 Penalty: 4183.494141
	Iteration 112Q: 3 clusters Score -599876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -599877.812500 Penalty: 4183.494141
	Iteration 113Q: 3 clusters Score -599877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -599881.187500 Penalty: 4183.494141
	Iteration 114Q: 3 clusters Score -599881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -599884.562500 Penalty: 4183.494141
	Iteration 115Q: 3 clusters Score -599884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -599888.687500 Penalty: 4183.494141
	Iteration 116Q: 3 clusters Score -599888.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -599894.062500 Penalty: 4183.494141
	Iteration 117Q: 3 clusters Score -599894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -599896.187500 Penalty: 4183.494141
	Iteration 118Q: 3 clusters Score -599896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -599896.562500 Penalty: 4183.494141
	Iteration 119Q: 3 clusters Score -599896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -599897.875000 Penalty: 4183.494141
	Iteration 120F: 3 clusters Score -599897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Entering Unmasked Estep 
Score: -5744493.500000 Penalty: 2652.805420
	Iteration 0F: 2 clusters Score -5744494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5714441.000000 Penalty: 5305.610840
	Iteration 0F: 3 clusters Score -5714441 nChanged 20466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -5725651.000000 Penalty: 5305.610840
	Iteration 1F: 3 clusters Score -5725651 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -5726099.500000 Penalty: 5305.610840
	Iteration 2Q: 3 clusters Score -5726100 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -5726525.000000 Penalty: 5305.610840
	Iteration 3Q: 3 clusters Score -5726525 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5726960.500000 Penalty: 5305.610840
	Iteration 4Q: 3 clusters Score -5726960 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5727541.000000 Penalty: 5305.610840
	Iteration 5Q: 3 clusters Score -5727541 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -5728583.500000 Penalty: 5305.610840
	Iteration 6Q: 3 clusters Score -5728584 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5730343.500000 Penalty: 5305.610840
	Iteration 7F: 3 clusters Score -5730344 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5732557.000000 Penalty: 5305.610840
	Iteration 8F: 3 clusters Score -5732557 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -5734975.000000 Penalty: 5305.610840
	Iteration 9F: 3 clusters Score -5734975 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -5737340.000000 Penalty: 5305.610840
	Iteration 10F: 3 clusters Score -5737340 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -5739447.500000 Penalty: 5305.610840
	Iteration 11F: 3 clusters Score -5739448 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -5741068.500000 Penalty: 5305.610840
	Iteration 12Q: 3 clusters Score -5741068 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -5742207.500000 Penalty: 5305.610840
	Iteration 13Q: 3 clusters Score -5742208 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5742811.500000 Penalty: 5305.610840
	Iteration 14Q: 3 clusters Score -5742812 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -5743159.000000 Penalty: 5305.610840
	Iteration 15Q: 3 clusters Score -5743159 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -5743359.500000 Penalty: 5305.610840
	Iteration 16Q: 3 clusters Score -5743360 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -5743494.500000 Penalty: 5305.610840
	Iteration 17Q: 3 clusters Score -5743494 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5743599.000000 Penalty: 5305.610840
	Iteration 18Q: 3 clusters Score -5743599 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5743635.000000 Penalty: 5305.610840
	Iteration 19Q: 3 clusters Score -5743635 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5743673.000000 Penalty: 5305.610840
	Iteration 20F: 3 clusters Score -5743673 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -5743708.000000 Penalty: 5305.610840
	Iteration 21Q: 3 clusters Score -5743708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5743715.500000 Penalty: 5305.610840
	Iteration 22Q: 3 clusters Score -5743716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5743721.000000 Penalty: 5305.610840
	Iteration 23Q: 3 clusters Score -5743721 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5743744.500000 Penalty: 5305.610840
	Iteration 24Q: 3 clusters Score -5743744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -5743739.500000 Penalty: 5305.610840
	Iteration 25Q: 3 clusters Score -5743740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5743746.500000 Penalty: 5305.610840
	Iteration 26Q: 3 clusters Score -5743746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -5743759.500000 Penalty: 5305.610840
	Iteration 27Q: 3 clusters Score -5743760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -5743756.500000 Penalty: 5305.610840
	Iteration 28Q: 3 clusters Score -5743756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5743772.000000 Penalty: 5305.610840
	Iteration 29Q: 3 clusters Score -5743772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5743771.000000 Penalty: 5305.610840
	Iteration 30Q: 3 clusters Score -5743771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -5743776.500000 Penalty: 5305.610840
	Iteration 31Q: 3 clusters Score -5743776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5743776.000000 Penalty: 5305.610840
	Iteration 32Q: 3 clusters Score -5743776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5743777.000000 Penalty: 5305.610840
	Iteration 33Q: 3 clusters Score -5743777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5743770.000000 Penalty: 5305.610840
	Iteration 34Q: 3 clusters Score -5743770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -5743765.500000 Penalty: 5305.610840
	Iteration 35Q: 3 clusters Score -5743766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5743765.000000 Penalty: 5305.610840
	Iteration 36Q: 3 clusters Score -5743765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5743775.000000 Penalty: 5305.610840
	Iteration 37Q: 3 clusters Score -5743775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -5743774.000000 Penalty: 5305.610840
	Iteration 38Q: 3 clusters Score -5743774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5743777.500000 Penalty: 5305.610840
	Iteration 39Q: 3 clusters Score -5743778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5743785.000000 Penalty: 5305.610840
	Iteration 40F: 3 clusters Score -5743785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5743784.500000 Penalty: 5305.610840
	Iteration 41Q: 3 clusters Score -5743784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -5743786.000000 Penalty: 5305.610840
	Iteration 42Q: 3 clusters Score -5743786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5743781.000000 Penalty: 5305.610840
	Iteration 43Q: 3 clusters Score -5743781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -5743787.500000 Penalty: 5305.610840
	Iteration 44Q: 3 clusters Score -5743788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5743781.000000 Penalty: 5305.610840
	Iteration 45Q: 3 clusters Score -5743781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5743784.000000 Penalty: 5305.610840
	Iteration 46Q: 3 clusters Score -5743784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5743784.000000 Penalty: 5305.610840
	Iteration 47F: 3 clusters Score -5743784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -152596.078125 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -152596.1 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 613 members 
Entering Unmasked Estep 
Score: -150518.500000 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -150518.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -151026.031250 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -151026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -151319.468750 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -151319.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -151648.265625 Penalty: 3547.136719
	Iteration 3F: 3 clusters Score -151648.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151867.359375 Penalty: 3547.136719
	Iteration 4F: 3 clusters Score -151867.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151949.250000 Penalty: 3547.136719
	Iteration 5Q: 3 clusters Score -151949.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151997.187500 Penalty: 3547.136719
	Iteration 6Q: 3 clusters Score -151997.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -152027.718750 Penalty: 3547.136719
	Iteration 7Q: 3 clusters Score -152027.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -152053.437500 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -152053.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152074.906250 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -152074.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152092.593750 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -152092.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152106.078125 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -152106.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152120.250000 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -152120.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152131.281250 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -152131.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -152148.062500 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -152148.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152161.203125 Penalty: 3547.136719
	Iteration 15Q: 3 clusters Score -152161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152171.234375 Penalty: 3547.136719
	Iteration 16Q: 3 clusters Score -152171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152178.234375 Penalty: 3547.136719
	Iteration 17Q: 3 clusters Score -152178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -152183.515625 Penalty: 3547.136719
	Iteration 18Q: 3 clusters Score -152183.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -152191.843750 Penalty: 3547.136719
	Iteration 19Q: 3 clusters Score -152191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -152196.109375 Penalty: 3547.136719
	Iteration 20F: 3 clusters Score -152196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -152199.140625 Penalty: 3547.136719
	Iteration 21Q: 3 clusters Score -152199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -152201.531250 Penalty: 3547.136719
	Iteration 22Q: 3 clusters Score -152201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -152206.000000 Penalty: 3547.136719
	Iteration 23Q: 3 clusters Score -152206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152209.078125 Penalty: 3547.136719
	Iteration 24Q: 3 clusters Score -152209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152216.062500 Penalty: 3547.136719
	Iteration 25Q: 3 clusters Score -152216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -152224.562500 Penalty: 3547.136719
	Iteration 26Q: 3 clusters Score -152224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152235.375000 Penalty: 3547.136719
	Iteration 27Q: 3 clusters Score -152235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -152243.468750 Penalty: 3547.136719
	Iteration 28Q: 3 clusters Score -152243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152252.125000 Penalty: 3547.136719
	Iteration 29Q: 3 clusters Score -152252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -152256.812500 Penalty: 3547.136719
	Iteration 30Q: 3 clusters Score -152256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -152259.468750 Penalty: 3547.136719
	Iteration 31Q: 3 clusters Score -152259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152260.484375 Penalty: 3547.136719
	Iteration 32Q: 3 clusters Score -152260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152260.484375 Penalty: 3547.136719
	Iteration 33F: 3 clusters Score -152260.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -572553.625000 Penalty: 2081.461426
	Iteration 0F: 2 clusters Score -572553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -568428.875000 Penalty: 4162.922852
	Iteration 0F: 3 clusters Score -568428.9 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -569373.562500 Penalty: 4162.922852
	Iteration 1F: 3 clusters Score -569373.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -569594.750000 Penalty: 4162.922852
	Iteration 2F: 3 clusters Score -569594.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -569777.125000 Penalty: 4162.922852
	Iteration 3F: 3 clusters Score -569777.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -569984.062500 Penalty: 4162.922852
	Iteration 4F: 3 clusters Score -569984.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -570183.250000 Penalty: 4162.922852
	Iteration 5F: 3 clusters Score -570183.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -570374.187500 Penalty: 4162.922852
	Iteration 6F: 3 clusters Score -570374.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -570542.812500 Penalty: 4162.922852
	Iteration 7Q: 3 clusters Score -570542.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -570652.687500 Penalty: 4162.922852
	Iteration 8Q: 3 clusters Score -570652.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -570724.937500 Penalty: 4162.922852
	Iteration 9Q: 3 clusters Score -570724.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -570784.500000 Penalty: 4162.922852
	Iteration 10Q: 3 clusters Score -570784.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -570831.187500 Penalty: 4162.922852
	Iteration 11Q: 3 clusters Score -570831.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -570864.562500 Penalty: 4162.922852
	Iteration 12Q: 3 clusters Score -570864.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -570890.625000 Penalty: 4162.922852
	Iteration 13Q: 3 clusters Score -570890.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -570907.187500 Penalty: 4162.922852
	Iteration 14Q: 3 clusters Score -570907.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -570920.125000 Penalty: 4162.922852
	Iteration 15Q: 3 clusters Score -570920.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -570929.250000 Penalty: 4162.922852
	Iteration 16Q: 3 clusters Score -570929.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -570937.187500 Penalty: 4162.922852
	Iteration 17Q: 3 clusters Score -570937.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -570944.812500 Penalty: 4162.922852
	Iteration 18Q: 3 clusters Score -570944.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -570951.125000 Penalty: 4162.922852
	Iteration 19Q: 3 clusters Score -570951.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -570953.750000 Penalty: 4162.922852
	Iteration 20F: 3 clusters Score -570953.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -570959.875000 Penalty: 4162.922852
	Iteration 21Q: 3 clusters Score -570959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -570962.750000 Penalty: 4162.922852
	Iteration 22Q: 3 clusters Score -570962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -570964.375000 Penalty: 4162.922852
	Iteration 23Q: 3 clusters Score -570964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -570964.687500 Penalty: 4162.922852
	Iteration 24Q: 3 clusters Score -570964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -570964.875000 Penalty: 4162.922852
	Iteration 25Q: 3 clusters Score -570964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -570966.500000 Penalty: 4162.922852
	Iteration 26Q: 3 clusters Score -570966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -570966.500000 Penalty: 4162.922852
	Iteration 27F: 3 clusters Score -570966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -701354.312500 Penalty: 2136.621094
	Iteration 0F: 2 clusters Score -701354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -696531.937500 Penalty: 4273.242188
	Iteration 0F: 3 clusters Score -696531.9 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -697679.937500 Penalty: 4273.242188
	Iteration 1F: 3 clusters Score -697679.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -697916.625000 Penalty: 4273.242188
	Iteration 2F: 3 clusters Score -697916.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -698088.187500 Penalty: 4273.242188
	Iteration 3F: 3 clusters Score -698088.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -698203.750000 Penalty: 4273.242188
	Iteration 4Q: 3 clusters Score -698203.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -698307.687500 Penalty: 4273.242188
	Iteration 5Q: 3 clusters Score -698307.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -698404.187500 Penalty: 4273.242188
	Iteration 6Q: 3 clusters Score -698404.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -698506.312500 Penalty: 4273.242188
	Iteration 7Q: 3 clusters Score -698506.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -698595.625000 Penalty: 4273.242188
	Iteration 8Q: 3 clusters Score -698595.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -698691.937500 Penalty: 4273.242188
	Iteration 9Q: 3 clusters Score -698691.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -698781.625000 Penalty: 4273.242188
	Iteration 10Q: 3 clusters Score -698781.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -698880.937500 Penalty: 4273.242188
	Iteration 11Q: 3 clusters Score -698880.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -698998.687500 Penalty: 4273.242188
	Iteration 12Q: 3 clusters Score -698998.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -699144.000000 Penalty: 4273.242188
	Iteration 13Q: 3 clusters Score -699144 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -699274.437500 Penalty: 4273.242188
	Iteration 14Q: 3 clusters Score -699274.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -699408.000000 Penalty: 4273.242188
	Iteration 15Q: 3 clusters Score -699408 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -699548.000000 Penalty: 4273.242188
	Iteration 16Q: 3 clusters Score -699548 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -699653.500000 Penalty: 4273.242188
	Iteration 17Q: 3 clusters Score -699653.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -699751.250000 Penalty: 4273.242188
	Iteration 18Q: 3 clusters Score -699751.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -699838.250000 Penalty: 4273.242188
	Iteration 19Q: 3 clusters Score -699838.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -699907.312500 Penalty: 4273.242188
	Iteration 20F: 3 clusters Score -699907.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -699949.562500 Penalty: 4273.242188
	Iteration 21Q: 3 clusters Score -699949.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -699998.500000 Penalty: 4273.242188
	Iteration 22Q: 3 clusters Score -699998.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -700032.375000 Penalty: 4273.242188
	Iteration 23Q: 3 clusters Score -700032.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -700046.750000 Penalty: 4273.242188
	Iteration 24Q: 3 clusters Score -700046.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -700055.437500 Penalty: 4273.242188
	Iteration 25Q: 3 clusters Score -700055.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -700067.937500 Penalty: 4273.242188
	Iteration 26Q: 3 clusters Score -700067.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -700075.250000 Penalty: 4273.242188
	Iteration 27Q: 3 clusters Score -700075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -700081.562500 Penalty: 4273.242188
	Iteration 28Q: 3 clusters Score -700081.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -700091.000000 Penalty: 4273.242188
	Iteration 29Q: 3 clusters Score -700091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -700098.250000 Penalty: 4273.242188
	Iteration 30Q: 3 clusters Score -700098.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -700106.187500 Penalty: 4273.242188
	Iteration 31Q: 3 clusters Score -700106.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -700114.625000 Penalty: 4273.242188
	Iteration 32Q: 3 clusters Score -700114.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -700122.687500 Penalty: 4273.242188
	Iteration 33Q: 3 clusters Score -700122.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -700126.250000 Penalty: 4273.242188
	Iteration 34Q: 3 clusters Score -700126.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -700130.125000 Penalty: 4273.242188
	Iteration 35Q: 3 clusters Score -700130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -700131.500000 Penalty: 4273.242188
	Iteration 36Q: 3 clusters Score -700131.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -700135.250000 Penalty: 4273.242188
	Iteration 37Q: 3 clusters Score -700135.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -700141.312500 Penalty: 4273.242188
	Iteration 38Q: 3 clusters Score -700141.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -700147.375000 Penalty: 4273.242188
	Iteration 39Q: 3 clusters Score -700147.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -700152.750000 Penalty: 4273.242188
	Iteration 40F: 3 clusters Score -700152.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -700157.812500 Penalty: 4273.242188
	Iteration 41Q: 3 clusters Score -700157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -700162.000000 Penalty: 4273.242188
	Iteration 42Q: 3 clusters Score -700162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -700165.375000 Penalty: 4273.242188
	Iteration 43Q: 3 clusters Score -700165.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -700168.687500 Penalty: 4273.242188
	Iteration 44Q: 3 clusters Score -700168.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -700173.312500 Penalty: 4273.242188
	Iteration 45Q: 3 clusters Score -700173.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -700176.875000 Penalty: 4273.242188
	Iteration 46Q: 3 clusters Score -700176.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -700180.625000 Penalty: 4273.242188
	Iteration 47Q: 3 clusters Score -700180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -700181.750000 Penalty: 4273.242188
	Iteration 48Q: 3 clusters Score -700181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -700183.687500 Penalty: 4273.242188
	Iteration 49Q: 3 clusters Score -700183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -700181.687500 Penalty: 4273.242188
	Iteration 50Q: 3 clusters Score -700181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -700184.500000 Penalty: 4273.242188
	Iteration 51Q: 3 clusters Score -700184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -700186.062500 Penalty: 4273.242188
	Iteration 52Q: 3 clusters Score -700186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -700186.000000 Penalty: 4273.242188
	Iteration 53Q: 3 clusters Score -700186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -700186.000000 Penalty: 4273.242188
	Iteration 54F: 3 clusters Score -700186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 23271 members 
Mstep: Class 3 contains 10432 members 
Mstep: Class 4 contains 10118 members 
Mstep: Class 5 contains 97612 members 
Mstep: Class 6 contains 12941 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 24414 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 45791 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 44214 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42910456.000000 Penalty: 63116.312500
Iteration 279Q: 21 clusters Score -4.291046e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 23029 members 
Mstep: Class 3 contains 10447 members 
Mstep: Class 4 contains 10114 members 
Mstep: Class 5 contains 97605 members 
Mstep: Class 6 contains 12951 members 
Mstep: Class 7 contains 19541 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 24436 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 7369 members 
Mstep: Class 14 contains 45790 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4604 members 
Mstep: Class 17 contains 44208 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 5684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42910688.000000 Penalty: 63116.312500
Iteration 280F: 21 clusters Score -4.291069e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 22767 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 10108 members 
Mstep: Class 5 contains 97594 members 
Mstep: Class 6 contains 12964 members 
Mstep: Class 7 contains 19541 members 
Mstep: Class 8 contains 5283 members 
Mstep: Class 9 contains 24486 members 
Mstep: Class 10 contains 9633 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 7363 members 
Mstep: Class 14 contains 45798 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 44201 members 
Mstep: Class 18 contains 1277 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911004.000000 Penalty: 63116.312500
Iteration 281Q: 21 clusters Score -4.2911e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 22516 members 
Mstep: Class 3 contains 10499 members 
Mstep: Class 4 contains 10108 members 
Mstep: Class 5 contains 97583 members 
Mstep: Class 6 contains 12978 members 
Mstep: Class 7 contains 19542 members 
Mstep: Class 8 contains 5369 members 
Mstep: Class 9 contains 24532 members 
Mstep: Class 10 contains 9631 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 7360 members 
Mstep: Class 14 contains 45806 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4600 members 
Mstep: Class 17 contains 44198 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 5913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911144.000000 Penalty: 63116.312500
Iteration 282Q: 21 clusters Score -4.291114e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 22300 members 
Mstep: Class 3 contains 10526 members 
Mstep: Class 4 contains 10104 members 
Mstep: Class 5 contains 97577 members 
Mstep: Class 6 contains 12986 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 5456 members 
Mstep: Class 9 contains 24582 members 
Mstep: Class 10 contains 9627 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 7355 members 
Mstep: Class 14 contains 45828 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4599 members 
Mstep: Class 17 contains 44187 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911320.000000 Penalty: 63116.312500
Iteration 283Q: 21 clusters Score -4.291132e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 22109 members 
Mstep: Class 3 contains 10551 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 97592 members 
Mstep: Class 6 contains 12988 members 
Mstep: Class 7 contains 19532 members 
Mstep: Class 8 contains 5541 members 
Mstep: Class 9 contains 24617 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 7355 members 
Mstep: Class 14 contains 45854 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 44177 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911684.000000 Penalty: 63116.312500
Iteration 284Q: 21 clusters Score -4.291168e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 21958 members 
Mstep: Class 3 contains 10560 members 
Mstep: Class 4 contains 10090 members 
Mstep: Class 5 contains 97621 members 
Mstep: Class 6 contains 12987 members 
Mstep: Class 7 contains 19513 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 24647 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 7347 members 
Mstep: Class 14 contains 45897 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 44167 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911852.000000 Penalty: 63116.312500
Iteration 285Q: 21 clusters Score -4.291185e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 21826 members 
Mstep: Class 3 contains 10567 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 97634 members 
Mstep: Class 6 contains 12987 members 
Mstep: Class 7 contains 19505 members 
Mstep: Class 8 contains 5645 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 7339 members 
Mstep: Class 14 contains 45939 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4604 members 
Mstep: Class 17 contains 44155 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 6025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911972.000000 Penalty: 63116.312500
Iteration 286Q: 21 clusters Score -4.291197e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 21711 members 
Mstep: Class 3 contains 10578 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97651 members 
Mstep: Class 6 contains 12976 members 
Mstep: Class 7 contains 19480 members 
Mstep: Class 8 contains 5697 members 
Mstep: Class 9 contains 24771 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 7339 members 
Mstep: Class 14 contains 45977 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4604 members 
Mstep: Class 17 contains 44139 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 6014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912112.000000 Penalty: 63116.312500
Iteration 287Q: 21 clusters Score -4.291211e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 3 contains 10596 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 97671 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 19463 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 24817 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 7332 members 
Mstep: Class 14 contains 46005 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 44122 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 6012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912148.000000 Penalty: 63116.312500
Iteration 288Q: 21 clusters Score -4.291215e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 21507 members 
Mstep: Class 3 contains 10601 members 
Mstep: Class 4 contains 10074 members 
Mstep: Class 5 contains 97672 members 
Mstep: Class 6 contains 12962 members 
Mstep: Class 7 contains 19436 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 24860 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 7322 members 
Mstep: Class 14 contains 46049 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 44111 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 6027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912160.000000 Penalty: 63116.312500
Iteration 289Q: 21 clusters Score -4.291216e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 10614 members 
Mstep: Class 4 contains 10076 members 
Mstep: Class 5 contains 97689 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 19416 members 
Mstep: Class 8 contains 5779 members 
Mstep: Class 9 contains 24884 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 7315 members 
Mstep: Class 14 contains 46094 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4604 members 
Mstep: Class 17 contains 44100 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 6034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912188.000000 Penalty: 63116.312500
Iteration 290Q: 21 clusters Score -4.291219e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 21346 members 
Mstep: Class 3 contains 10627 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 97718 members 
Mstep: Class 6 contains 12945 members 
Mstep: Class 7 contains 19403 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 24912 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 7310 members 
Mstep: Class 14 contains 46129 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4600 members 
Mstep: Class 17 contains 44087 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 6025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912184.000000 Penalty: 63116.312500
Iteration 291Q: 21 clusters Score -4.291218e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 21260 members 
Mstep: Class 3 contains 10646 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97751 members 
Mstep: Class 6 contains 12939 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 8 contains 5810 members 
Mstep: Class 9 contains 24918 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 7313 members 
Mstep: Class 14 contains 46163 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4598 members 
Mstep: Class 17 contains 44071 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912280.000000 Penalty: 63116.312500
Iteration 292Q: 21 clusters Score -4.291228e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 21192 members 
Mstep: Class 3 contains 10666 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97775 members 
Mstep: Class 6 contains 12934 members 
Mstep: Class 7 contains 19392 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 24940 members 
Mstep: Class 10 contains 9621 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 7316 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4596 members 
Mstep: Class 17 contains 44054 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 6029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912304.000000 Penalty: 63116.312500
Iteration 293Q: 21 clusters Score -4.29123e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97787 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 19393 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 24944 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 7319 members 
Mstep: Class 14 contains 46204 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4594 members 
Mstep: Class 17 contains 44043 members 
Mstep: Class 18 contains 1280 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 6025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912268.000000 Penalty: 63116.312500
Iteration 294Q: 21 clusters Score -4.291227e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 21093 members 
Mstep: Class 3 contains 10708 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97801 members 
Mstep: Class 6 contains 12929 members 
Mstep: Class 7 contains 19393 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 24950 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 7317 members 
Mstep: Class 14 contains 46229 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4594 members 
Mstep: Class 17 contains 44024 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912296.000000 Penalty: 63116.312500
Iteration 295Q: 21 clusters Score -4.29123e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 21068 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97818 members 
Mstep: Class 6 contains 12930 members 
Mstep: Class 7 contains 19391 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 24947 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 7316 members 
Mstep: Class 14 contains 46244 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 44006 members 
Mstep: Class 18 contains 1278 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912324.000000 Penalty: 63116.312500
Iteration 296Q: 21 clusters Score -4.291232e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 21051 members 
Mstep: Class 3 contains 10750 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 97834 members 
Mstep: Class 6 contains 12929 members 
Mstep: Class 7 contains 19386 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 24946 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 7314 members 
Mstep: Class 14 contains 46258 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4590 members 
Mstep: Class 17 contains 43993 members 
Mstep: Class 18 contains 1277 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 6019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912304.000000 Penalty: 63116.312500
Iteration 297Q: 21 clusters Score -4.29123e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 21041 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 97848 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 19385 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 24936 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 7315 members 
Mstep: Class 14 contains 46271 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4590 members 
Mstep: Class 17 contains 43979 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912372.000000 Penalty: 63116.312500
Iteration 298Q: 21 clusters Score -4.291237e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 21023 members 
Mstep: Class 3 contains 10800 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97858 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 19383 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 24921 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 7314 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4592 members 
Mstep: Class 17 contains 43960 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912376.000000 Penalty: 63116.312500
Iteration 299Q: 21 clusters Score -4.291238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 21005 members 
Mstep: Class 3 contains 10818 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97856 members 
Mstep: Class 6 contains 12930 members 
Mstep: Class 7 contains 19384 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 24916 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 7313 members 
Mstep: Class 14 contains 46294 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4589 members 
Mstep: Class 17 contains 43956 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 6019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912372.000000 Penalty: 63116.312500
Iteration 300F: 21 clusters Score -4.291237e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 20996 members 
Mstep: Class 3 contains 10833 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97858 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 19380 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 24910 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 7313 members 
Mstep: Class 14 contains 46303 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4586 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912384.000000 Penalty: 63116.312500
Iteration 301Q: 21 clusters Score -4.291238e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 20990 members 
Mstep: Class 3 contains 10850 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97858 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 19377 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 24905 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4581 members 
Mstep: Class 17 contains 43949 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912416.000000 Penalty: 63116.312500
Iteration 302Q: 21 clusters Score -4.291242e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 20983 members 
Mstep: Class 3 contains 10869 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97862 members 
Mstep: Class 6 contains 12932 members 
Mstep: Class 7 contains 19375 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 24893 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 46316 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4578 members 
Mstep: Class 17 contains 43944 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 6022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912444.000000 Penalty: 63116.312500
Iteration 303Q: 21 clusters Score -4.291244e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 20974 members 
Mstep: Class 3 contains 10886 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97862 members 
Mstep: Class 6 contains 12933 members 
Mstep: Class 7 contains 19374 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 24881 members 
Mstep: Class 10 contains 9614 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 46327 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4577 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912404.000000 Penalty: 63116.312500
Iteration 304Q: 21 clusters Score -4.29124e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 20974 members 
Mstep: Class 3 contains 10902 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97864 members 
Mstep: Class 6 contains 12932 members 
Mstep: Class 7 contains 19372 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 24870 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 7311 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4576 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 6019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912412.000000 Penalty: 63116.312500
Iteration 305Q: 21 clusters Score -4.291241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 20972 members 
Mstep: Class 3 contains 10912 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97865 members 
Mstep: Class 6 contains 12932 members 
Mstep: Class 7 contains 19372 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 24865 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 7311 members 
Mstep: Class 14 contains 46340 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 6019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912408.000000 Penalty: 63116.312500
Iteration 306Q: 21 clusters Score -4.291241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 20969 members 
Mstep: Class 3 contains 10927 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97865 members 
Mstep: Class 6 contains 12932 members 
Mstep: Class 7 contains 19372 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 24857 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 7311 members 
Mstep: Class 14 contains 46344 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 43902 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912408.000000 Penalty: 63116.312500
Iteration 307Q: 21 clusters Score -4.291241e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 20967 members 
Mstep: Class 3 contains 10942 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97869 members 
Mstep: Class 6 contains 12933 members 
Mstep: Class 7 contains 19372 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 24851 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 7310 members 
Mstep: Class 14 contains 46344 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 17 contains 43894 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912364.000000 Penalty: 63116.312500
Iteration 308Q: 21 clusters Score -4.291236e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 20970 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97868 members 
Mstep: Class 6 contains 12933 members 
Mstep: Class 7 contains 19372 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 24847 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 7309 members 
Mstep: Class 14 contains 46343 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4575 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912360.000000 Penalty: 63116.312500
Iteration 309Q: 21 clusters Score -4.291236e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 20974 members 
Mstep: Class 3 contains 10966 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97867 members 
Mstep: Class 6 contains 12934 members 
Mstep: Class 7 contains 19371 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 24835 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 7308 members 
Mstep: Class 14 contains 46344 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4572 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912420.000000 Penalty: 63116.312500
Iteration 310Q: 21 clusters Score -4.291242e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 20975 members 
Mstep: Class 3 contains 10984 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97866 members 
Mstep: Class 6 contains 12935 members 
Mstep: Class 7 contains 19371 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 24830 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 7305 members 
Mstep: Class 14 contains 46344 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 43868 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912452.000000 Penalty: 63116.312500
Iteration 311Q: 21 clusters Score -4.291245e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 20975 members 
Mstep: Class 3 contains 10999 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97862 members 
Mstep: Class 6 contains 12935 members 
Mstep: Class 7 contains 19371 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 24818 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 7306 members 
Mstep: Class 14 contains 46344 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4569 members 
Mstep: Class 17 contains 43863 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912432.000000 Penalty: 63116.312500
Iteration 312Q: 21 clusters Score -4.291243e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 20973 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 97861 members 
Mstep: Class 6 contains 12935 members 
Mstep: Class 7 contains 19371 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 24813 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 7306 members 
Mstep: Class 14 contains 46342 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4566 members 
Mstep: Class 17 contains 43858 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912464.000000 Penalty: 63116.312500
Iteration 313Q: 21 clusters Score -4.291246e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 20972 members 
Mstep: Class 3 contains 11027 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97861 members 
Mstep: Class 6 contains 12934 members 
Mstep: Class 7 contains 19372 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 24804 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 7306 members 
Mstep: Class 14 contains 46343 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4566 members 
Mstep: Class 17 contains 43850 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912464.000000 Penalty: 63116.312500
Iteration 314Q: 21 clusters Score -4.291246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 20972 members 
Mstep: Class 3 contains 11042 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97864 members 
Mstep: Class 6 contains 12932 members 
Mstep: Class 7 contains 19370 members 
Mstep: Class 8 contains 5827 members 
Mstep: Class 9 contains 24799 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 7306 members 
Mstep: Class 14 contains 46344 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4564 members 
Mstep: Class 17 contains 43843 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912496.000000 Penalty: 63116.312500
Iteration 315Q: 21 clusters Score -4.29125e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20972 members 
Mstep: Class 3 contains 11051 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97867 members 
Mstep: Class 6 contains 12932 members 
Mstep: Class 7 contains 19368 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 24795 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 7306 members 
Mstep: Class 14 contains 46345 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4561 members 
Mstep: Class 17 contains 43838 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 6017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912500.000000 Penalty: 63116.312500
Iteration 316Q: 21 clusters Score -4.29125e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 20967 members 
Mstep: Class 3 contains 11061 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97869 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 19364 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24793 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 7305 members 
Mstep: Class 14 contains 46347 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 43833 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 6017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912452.000000 Penalty: 63116.312500
Iteration 317Q: 21 clusters Score -4.291245e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 20963 members 
Mstep: Class 3 contains 11073 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97867 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 19363 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24793 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46353 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4555 members 
Mstep: Class 17 contains 43828 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 6016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912416.000000 Penalty: 63116.312500
Iteration 318Q: 21 clusters Score -4.291242e+07 nChanged 40
Entering ConstructFrom: 
Score: -42912416.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (6842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Entering Unmasked Estep 
Score: -854730.312500 Penalty: 2190.047119
	Iteration 0F: 2 clusters Score -854730.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -849056.125000 Penalty: 4380.094238
	Iteration 0F: 3 clusters Score -849056.1 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -850560.062500 Penalty: 4380.094238
	Iteration 1F: 3 clusters Score -850560.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -850881.437500 Penalty: 4380.094238
	Iteration 2F: 3 clusters Score -850881.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -851093.687500 Penalty: 4380.094238
	Iteration 3F: 3 clusters Score -851093.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -851275.500000 Penalty: 4380.094238
	Iteration 4Q: 3 clusters Score -851275.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -851455.500000 Penalty: 4380.094238
	Iteration 5Q: 3 clusters Score -851455.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -851604.812500 Penalty: 4380.094238
	Iteration 6Q: 3 clusters Score -851604.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -851763.187500 Penalty: 4380.094238
	Iteration 7Q: 3 clusters Score -851763.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -851922.625000 Penalty: 4380.094238
	Iteration 8Q: 3 clusters Score -851922.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -852053.875000 Penalty: 4380.094238
	Iteration 9Q: 3 clusters Score -852053.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -852211.250000 Penalty: 4380.094238
	Iteration 10Q: 3 clusters Score -852211.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -852378.562500 Penalty: 4380.094238
	Iteration 11Q: 3 clusters Score -852378.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -852542.375000 Penalty: 4380.094238
	Iteration 12Q: 3 clusters Score -852542.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -852682.625000 Penalty: 4380.094238
	Iteration 13Q: 3 clusters Score -852682.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -852770.812500 Penalty: 4380.094238
	Iteration 14Q: 3 clusters Score -852770.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -852828.937500 Penalty: 4380.094238
	Iteration 15Q: 3 clusters Score -852828.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -852866.875000 Penalty: 4380.094238
	Iteration 16Q: 3 clusters Score -852866.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -852893.750000 Penalty: 4380.094238
	Iteration 17Q: 3 clusters Score -852893.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -852913.125000 Penalty: 4380.094238
	Iteration 18Q: 3 clusters Score -852913.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -852922.375000 Penalty: 4380.094238
	Iteration 19Q: 3 clusters Score -852922.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -852930.375000 Penalty: 4380.094238
	Iteration 20F: 3 clusters Score -852930.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -852941.250000 Penalty: 4380.094238
	Iteration 21Q: 3 clusters Score -852941.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -852950.125000 Penalty: 4380.094238
	Iteration 22Q: 3 clusters Score -852950.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -852956.250000 Penalty: 4380.094238
	Iteration 23Q: 3 clusters Score -852956.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -852960.750000 Penalty: 4380.094238
	Iteration 24Q: 3 clusters Score -852960.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -852966.437500 Penalty: 4380.094238
	Iteration 25Q: 3 clusters Score -852966.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -852969.875000 Penalty: 4380.094238
	Iteration 26Q: 3 clusters Score -852969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -852970.625000 Penalty: 4380.094238
	Iteration 27Q: 3 clusters Score -852970.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -852974.312500 Penalty: 4380.094238
	Iteration 28Q: 3 clusters Score -852974.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -852976.375000 Penalty: 4380.094238
	Iteration 29Q: 3 clusters Score -852976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -852977.125000 Penalty: 4380.094238
	Iteration 30Q: 3 clusters Score -852977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -852976.937500 Penalty: 4380.094238
	Iteration 31Q: 3 clusters Score -852976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -852976.937500 Penalty: 4380.094238
	Iteration 32Q: 3 clusters Score -852976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -852975.812500 Penalty: 4380.094238
	Iteration 33Q: 3 clusters Score -852975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -852975.812500 Penalty: 4380.094238
	Iteration 34F: 3 clusters Score -852975.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Entering Unmasked Estep 
Score: -2738807.500000 Penalty: 2467.680176
	Iteration 0F: 2 clusters Score -2738808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2724199.750000 Penalty: 4935.360352
	Iteration 0F: 3 clusters Score -2724200 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2729092.250000 Penalty: 4935.360352
	Iteration 1F: 3 clusters Score -2729092 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2729517.000000 Penalty: 4935.360352
	Iteration 2F: 3 clusters Score -2729517 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2729862.750000 Penalty: 4935.360352
	Iteration 3Q: 3 clusters Score -2729863 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2730151.500000 Penalty: 4935.360352
	Iteration 4Q: 3 clusters Score -2730152 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2730482.500000 Penalty: 4935.360352
	Iteration 5Q: 3 clusters Score -2730482 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2730815.500000 Penalty: 4935.360352
	Iteration 6Q: 3 clusters Score -2730816 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2731223.750000 Penalty: 4935.360352
	Iteration 7Q: 3 clusters Score -2731224 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2731721.250000 Penalty: 4935.360352
	Iteration 8Q: 3 clusters Score -2731721 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2732411.000000 Penalty: 4935.360352
	Iteration 9F: 3 clusters Score -2732411 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2733301.750000 Penalty: 4935.360352
	Iteration 10F: 3 clusters Score -2733302 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2734264.250000 Penalty: 4935.360352
	Iteration 11F: 3 clusters Score -2734264 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2735132.500000 Penalty: 4935.360352
	Iteration 12Q: 3 clusters Score -2735132 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2735754.500000 Penalty: 4935.360352
	Iteration 13Q: 3 clusters Score -2735754 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2736164.750000 Penalty: 4935.360352
	Iteration 14Q: 3 clusters Score -2736165 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2736432.250000 Penalty: 4935.360352
	Iteration 15Q: 3 clusters Score -2736432 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2736561.500000 Penalty: 4935.360352
	Iteration 16Q: 3 clusters Score -2736562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2736622.500000 Penalty: 4935.360352
	Iteration 17Q: 3 clusters Score -2736622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2736653.750000 Penalty: 4935.360352
	Iteration 18Q: 3 clusters Score -2736654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2736672.000000 Penalty: 4935.360352
	Iteration 19Q: 3 clusters Score -2736672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2736691.500000 Penalty: 4935.360352
	Iteration 20F: 3 clusters Score -2736692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2736708.500000 Penalty: 4935.360352
	Iteration 21Q: 3 clusters Score -2736708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2736709.250000 Penalty: 4935.360352
	Iteration 22Q: 3 clusters Score -2736709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2736712.750000 Penalty: 4935.360352
	Iteration 23Q: 3 clusters Score -2736713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2736716.000000 Penalty: 4935.360352
	Iteration 24Q: 3 clusters Score -2736716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2736718.500000 Penalty: 4935.360352
	Iteration 25Q: 3 clusters Score -2736718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2736719.250000 Penalty: 4935.360352
	Iteration 26Q: 3 clusters Score -2736719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2736720.000000 Penalty: 4935.360352
	Iteration 27Q: 3 clusters Score -2736720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2736721.500000 Penalty: 4935.360352
	Iteration 28Q: 3 clusters Score -2736722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2736721.500000 Penalty: 4935.360352
	Iteration 29F: 3 clusters Score -2736722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Entering Unmasked Estep 
Score: -1446064.125000 Penalty: 2309.643311
	Iteration 0F: 2 clusters Score -1446064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1437738.000000 Penalty: 4619.286621
	Iteration 0F: 3 clusters Score -1437738 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1440173.625000 Penalty: 4619.286621
	Iteration 1F: 3 clusters Score -1440174 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1440476.625000 Penalty: 4619.286621
	Iteration 2F: 3 clusters Score -1440477 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1440690.625000 Penalty: 4619.286621
	Iteration 3Q: 3 clusters Score -1440691 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1440863.375000 Penalty: 4619.286621
	Iteration 4Q: 3 clusters Score -1440863 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1441008.875000 Penalty: 4619.286621
	Iteration 5Q: 3 clusters Score -1441009 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1441141.500000 Penalty: 4619.286621
	Iteration 6Q: 3 clusters Score -1441142 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1441257.375000 Penalty: 4619.286621
	Iteration 7Q: 3 clusters Score -1441257 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1441355.375000 Penalty: 4619.286621
	Iteration 8Q: 3 clusters Score -1441355 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1441446.750000 Penalty: 4619.286621
	Iteration 9Q: 3 clusters Score -1441447 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1441538.125000 Penalty: 4619.286621
	Iteration 10Q: 3 clusters Score -1441538 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1441630.250000 Penalty: 4619.286621
	Iteration 11Q: 3 clusters Score -1441630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1441723.125000 Penalty: 4619.286621
	Iteration 12Q: 3 clusters Score -1441723 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1441815.875000 Penalty: 4619.286621
	Iteration 13Q: 3 clusters Score -1441816 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1441903.750000 Penalty: 4619.286621
	Iteration 14Q: 3 clusters Score -1441904 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1442003.500000 Penalty: 4619.286621
	Iteration 15Q: 3 clusters Score -1442004 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1442112.250000 Penalty: 4619.286621
	Iteration 16Q: 3 clusters Score -1442112 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1442223.875000 Penalty: 4619.286621
	Iteration 17Q: 3 clusters Score -1442224 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1442352.625000 Penalty: 4619.286621
	Iteration 18Q: 3 clusters Score -1442353 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1442506.750000 Penalty: 4619.286621
	Iteration 19Q: 3 clusters Score -1442507 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1442676.875000 Penalty: 4619.286621
	Iteration 20F: 3 clusters Score -1442677 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1442846.625000 Penalty: 4619.286621
	Iteration 21Q: 3 clusters Score -1442847 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1443022.625000 Penalty: 4619.286621
	Iteration 22Q: 3 clusters Score -1443023 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1443215.875000 Penalty: 4619.286621
	Iteration 23Q: 3 clusters Score -1443216 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1443398.750000 Penalty: 4619.286621
	Iteration 24Q: 3 clusters Score -1443399 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1443541.500000 Penalty: 4619.286621
	Iteration 25Q: 3 clusters Score -1443542 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1443654.250000 Penalty: 4619.286621
	Iteration 26Q: 3 clusters Score -1443654 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1443722.000000 Penalty: 4619.286621
	Iteration 27Q: 3 clusters Score -1443722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1443769.750000 Penalty: 4619.286621
	Iteration 28Q: 3 clusters Score -1443770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1443810.375000 Penalty: 4619.286621
	Iteration 29Q: 3 clusters Score -1443810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1443846.250000 Penalty: 4619.286621
	Iteration 30Q: 3 clusters Score -1443846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1443885.250000 Penalty: 4619.286621
	Iteration 31Q: 3 clusters Score -1443885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1443921.625000 Penalty: 4619.286621
	Iteration 32Q: 3 clusters Score -1443922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1443948.000000 Penalty: 4619.286621
	Iteration 33Q: 3 clusters Score -1443948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1443970.750000 Penalty: 4619.286621
	Iteration 34Q: 3 clusters Score -1443971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1443983.000000 Penalty: 4619.286621
	Iteration 35Q: 3 clusters Score -1443983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1443993.125000 Penalty: 4619.286621
	Iteration 36Q: 3 clusters Score -1443993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1444001.500000 Penalty: 4619.286621
	Iteration 37Q: 3 clusters Score -1444002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1444006.750000 Penalty: 4619.286621
	Iteration 38Q: 3 clusters Score -1444007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1444016.875000 Penalty: 4619.286621
	Iteration 39Q: 3 clusters Score -1444017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1444018.875000 Penalty: 4619.286621
	Iteration 40F: 3 clusters Score -1444019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1444019.625000 Penalty: 4619.286621
	Iteration 41Q: 3 clusters Score -1444020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1444023.750000 Penalty: 4619.286621
	Iteration 42Q: 3 clusters Score -1444024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1444027.875000 Penalty: 4619.286621
	Iteration 43Q: 3 clusters Score -1444028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1444028.875000 Penalty: 4619.286621
	Iteration 44Q: 3 clusters Score -1444029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1444031.125000 Penalty: 4619.286621
	Iteration 45Q: 3 clusters Score -1444031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1444035.625000 Penalty: 4619.286621
	Iteration 46Q: 3 clusters Score -1444036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1444035.625000 Penalty: 4619.286621
	Iteration 47F: 3 clusters Score -1444036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Entering Unmasked Estep 
Score: -1310722.250000 Penalty: 2286.140381
	Iteration 0F: 2 clusters Score -1310722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1302981.125000 Penalty: 4572.280762
	Iteration 0F: 3 clusters Score -1302981 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1305254.500000 Penalty: 4572.280762
	Iteration 1F: 3 clusters Score -1305254 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1305580.000000 Penalty: 4572.280762
	Iteration 2F: 3 clusters Score -1305580 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1305841.125000 Penalty: 4572.280762
	Iteration 3F: 3 clusters Score -1305841 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1306081.750000 Penalty: 4572.280762
	Iteration 4Q: 3 clusters Score -1306082 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1306292.125000 Penalty: 4572.280762
	Iteration 5Q: 3 clusters Score -1306292 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1306492.375000 Penalty: 4572.280762
	Iteration 6Q: 3 clusters Score -1306492 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1306749.250000 Penalty: 4572.280762
	Iteration 7Q: 3 clusters Score -1306749 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1307052.250000 Penalty: 4572.280762
	Iteration 8Q: 3 clusters Score -1307052 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1307358.875000 Penalty: 4572.280762
	Iteration 9Q: 3 clusters Score -1307359 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1307643.625000 Penalty: 4572.280762
	Iteration 10Q: 3 clusters Score -1307644 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1307921.000000 Penalty: 4572.280762
	Iteration 11Q: 3 clusters Score -1307921 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1308143.250000 Penalty: 4572.280762
	Iteration 12Q: 3 clusters Score -1308143 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1308330.000000 Penalty: 4572.280762
	Iteration 13Q: 3 clusters Score -1308330 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1308481.625000 Penalty: 4572.280762
	Iteration 14Q: 3 clusters Score -1308482 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1308595.875000 Penalty: 4572.280762
	Iteration 15Q: 3 clusters Score -1308596 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1308668.500000 Penalty: 4572.280762
	Iteration 16Q: 3 clusters Score -1308668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1308733.125000 Penalty: 4572.280762
	Iteration 17Q: 3 clusters Score -1308733 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1308782.875000 Penalty: 4572.280762
	Iteration 18Q: 3 clusters Score -1308783 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1308817.875000 Penalty: 4572.280762
	Iteration 19Q: 3 clusters Score -1308818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1308850.625000 Penalty: 4572.280762
	Iteration 20F: 3 clusters Score -1308851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1308871.000000 Penalty: 4572.280762
	Iteration 21Q: 3 clusters Score -1308871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1308890.500000 Penalty: 4572.280762
	Iteration 22Q: 3 clusters Score -1308890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1308904.500000 Penalty: 4572.280762
	Iteration 23Q: 3 clusters Score -1308904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1308921.000000 Penalty: 4572.280762
	Iteration 24Q: 3 clusters Score -1308921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1308928.875000 Penalty: 4572.280762
	Iteration 25Q: 3 clusters Score -1308929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1308945.500000 Penalty: 4572.280762
	Iteration 26Q: 3 clusters Score -1308946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1308954.750000 Penalty: 4572.280762
	Iteration 27Q: 3 clusters Score -1308955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1308962.000000 Penalty: 4572.280762
	Iteration 28Q: 3 clusters Score -1308962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1308970.250000 Penalty: 4572.280762
	Iteration 29Q: 3 clusters Score -1308970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1308973.625000 Penalty: 4572.280762
	Iteration 30Q: 3 clusters Score -1308974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1308977.125000 Penalty: 4572.280762
	Iteration 31Q: 3 clusters Score -1308977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1308977.750000 Penalty: 4572.280762
	Iteration 32Q: 3 clusters Score -1308978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1308979.875000 Penalty: 4572.280762
	Iteration 33Q: 3 clusters Score -1308980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1308982.500000 Penalty: 4572.280762
	Iteration 34Q: 3 clusters Score -1308982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1308984.750000 Penalty: 4572.280762
	Iteration 35Q: 3 clusters Score -1308985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1308992.000000 Penalty: 4572.280762
	Iteration 36Q: 3 clusters Score -1308992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1308992.125000 Penalty: 4572.280762
	Iteration 37Q: 3 clusters Score -1308992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1308992.000000 Penalty: 4572.280762
	Iteration 38Q: 3 clusters Score -1308992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1308995.625000 Penalty: 4572.280762
	Iteration 39Q: 3 clusters Score -1308996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1308992.875000 Penalty: 4572.280762
	Iteration 40F: 3 clusters Score -1308993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1308995.000000 Penalty: 4572.280762
	Iteration 41Q: 3 clusters Score -1308995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1308995.875000 Penalty: 4572.280762
	Iteration 42Q: 3 clusters Score -1308996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1308999.500000 Penalty: 4572.280762
	Iteration 43Q: 3 clusters Score -1309000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1309000.000000 Penalty: 4572.280762
	Iteration 44Q: 3 clusters Score -1309000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1309002.125000 Penalty: 4572.280762
	Iteration 45Q: 3 clusters Score -1309002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1309004.375000 Penalty: 4572.280762
	Iteration 46Q: 3 clusters Score -1309004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1309008.125000 Penalty: 4572.280762
	Iteration 47Q: 3 clusters Score -1309008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1309009.250000 Penalty: 4572.280762
	Iteration 48Q: 3 clusters Score -1309009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1309011.750000 Penalty: 4572.280762
	Iteration 49Q: 3 clusters Score -1309012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1309012.875000 Penalty: 4572.280762
	Iteration 50Q: 3 clusters Score -1309013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1309013.625000 Penalty: 4572.280762
	Iteration 51Q: 3 clusters Score -1309014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1309015.500000 Penalty: 4572.280762
	Iteration 52Q: 3 clusters Score -1309016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1309017.500000 Penalty: 4572.280762
	Iteration 53Q: 3 clusters Score -1309018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1309016.125000 Penalty: 4572.280762
	Iteration 54Q: 3 clusters Score -1309016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1309015.625000 Penalty: 4572.280762
	Iteration 55Q: 3 clusters Score -1309016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1309015.625000 Penalty: 4572.280762
	Iteration 56F: 3 clusters Score -1309016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Entering Unmasked Estep 
Score: -12872039.000000 Penalty: 2849.865967
	Iteration 0F: 2 clusters Score -1.287204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -12806514.000000 Penalty: 5699.731934
	Iteration 0F: 3 clusters Score -1.280651e+07 nChanged 46547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -12833302.000000 Penalty: 5699.731934
	Iteration 1F: 3 clusters Score -1.28333e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -12834200.000000 Penalty: 5699.731934
	Iteration 2Q: 3 clusters Score -1.28342e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -12835273.000000 Penalty: 5699.731934
	Iteration 3Q: 3 clusters Score -1.283527e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -12836918.000000 Penalty: 5699.731934
	Iteration 4Q: 3 clusters Score -1.283692e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -12839453.000000 Penalty: 5699.731934
	Iteration 5Q: 3 clusters Score -1.283945e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66683 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -12843160.000000 Penalty: 5699.731934
	Iteration 6F: 3 clusters Score -1.284316e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -12848431.000000 Penalty: 5699.731934
	Iteration 7F: 3 clusters Score -1.284843e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -12854378.000000 Penalty: 5699.731934
	Iteration 8F: 3 clusters Score -1.285438e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -12859968.000000 Penalty: 5699.731934
	Iteration 9F: 3 clusters Score -1.285997e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91134 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -12864183.000000 Penalty: 5699.731934
	Iteration 10Q: 3 clusters Score -1.286418e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94293 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -12866900.000000 Penalty: 5699.731934
	Iteration 11Q: 3 clusters Score -1.28669e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95966 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -12868241.000000 Penalty: 5699.731934
	Iteration 12Q: 3 clusters Score -1.286824e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -12868879.000000 Penalty: 5699.731934
	Iteration 13Q: 3 clusters Score -1.286888e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12869219.000000 Penalty: 5699.731934
	Iteration 14Q: 3 clusters Score -1.286922e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97240 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12869317.000000 Penalty: 5699.731934
	Iteration 15Q: 3 clusters Score -1.286932e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12869404.000000 Penalty: 5699.731934
	Iteration 16Q: 3 clusters Score -1.28694e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97348 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12869421.000000 Penalty: 5699.731934
	Iteration 17Q: 3 clusters Score -1.286942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12869442.000000 Penalty: 5699.731934
	Iteration 18Q: 3 clusters Score -1.286944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97392 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12869479.000000 Penalty: 5699.731934
	Iteration 19Q: 3 clusters Score -1.286948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12869487.000000 Penalty: 5699.731934
	Iteration 20F: 3 clusters Score -1.286949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12869496.000000 Penalty: 5699.731934
	Iteration 21Q: 3 clusters Score -1.28695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12869508.000000 Penalty: 5699.731934
	Iteration 22Q: 3 clusters Score -1.286951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -12869523.000000 Penalty: 5699.731934
	Iteration 23Q: 3 clusters Score -1.286952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12869543.000000 Penalty: 5699.731934
	Iteration 24Q: 3 clusters Score -1.286954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12869543.000000 Penalty: 5699.731934
	Iteration 25Q: 3 clusters Score -1.286954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12869557.000000 Penalty: 5699.731934
	Iteration 26Q: 3 clusters Score -1.286956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12869569.000000 Penalty: 5699.731934
	Iteration 27Q: 3 clusters Score -1.286957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97455 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12869565.000000 Penalty: 5699.731934
	Iteration 28Q: 3 clusters Score -1.286956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12869562.000000 Penalty: 5699.731934
	Iteration 29Q: 3 clusters Score -1.286956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12869562.000000 Penalty: 5699.731934
	Iteration 30F: 3 clusters Score -1.286956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Entering Unmasked Estep 
Score: -1702470.125000 Penalty: 2347.795898
	Iteration 0F: 2 clusters Score -1702470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1692925.000000 Penalty: 4695.591797
	Iteration 0F: 3 clusters Score -1692925 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1696045.500000 Penalty: 4695.591797
	Iteration 1F: 3 clusters Score -1696046 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1696502.000000 Penalty: 4695.591797
	Iteration 2F: 3 clusters Score -1696502 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1696931.125000 Penalty: 4695.591797
	Iteration 3F: 3 clusters Score -1696931 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1697442.500000 Penalty: 4695.591797
	Iteration 4F: 3 clusters Score -1697442 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1698097.875000 Penalty: 4695.591797
	Iteration 5F: 3 clusters Score -1698098 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1698779.625000 Penalty: 4695.591797
	Iteration 6F: 3 clusters Score -1698780 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1699366.750000 Penalty: 4695.591797
	Iteration 7F: 3 clusters Score -1699367 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1699808.625000 Penalty: 4695.591797
	Iteration 8Q: 3 clusters Score -1699809 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1700084.750000 Penalty: 4695.591797
	Iteration 9Q: 3 clusters Score -1700085 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1700265.500000 Penalty: 4695.591797
	Iteration 10Q: 3 clusters Score -1700266 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1700382.250000 Penalty: 4695.591797
	Iteration 11Q: 3 clusters Score -1700382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1700454.000000 Penalty: 4695.591797
	Iteration 12Q: 3 clusters Score -1700454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1700491.375000 Penalty: 4695.591797
	Iteration 13Q: 3 clusters Score -1700491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1700524.875000 Penalty: 4695.591797
	Iteration 14Q: 3 clusters Score -1700525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1700543.250000 Penalty: 4695.591797
	Iteration 15Q: 3 clusters Score -1700543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1700563.875000 Penalty: 4695.591797
	Iteration 16Q: 3 clusters Score -1700564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1700582.625000 Penalty: 4695.591797
	Iteration 17Q: 3 clusters Score -1700583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1700598.500000 Penalty: 4695.591797
	Iteration 18Q: 3 clusters Score -1700598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1700608.125000 Penalty: 4695.591797
	Iteration 19Q: 3 clusters Score -1700608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1700613.500000 Penalty: 4695.591797
	Iteration 20F: 3 clusters Score -1700614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1700617.250000 Penalty: 4695.591797
	Iteration 21Q: 3 clusters Score -1700617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1700621.500000 Penalty: 4695.591797
	Iteration 22Q: 3 clusters Score -1700622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1700626.250000 Penalty: 4695.591797
	Iteration 23Q: 3 clusters Score -1700626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1700632.500000 Penalty: 4695.591797
	Iteration 24Q: 3 clusters Score -1700632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1700636.250000 Penalty: 4695.591797
	Iteration 25Q: 3 clusters Score -1700636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1700633.750000 Penalty: 4695.591797
	Iteration 26Q: 3 clusters Score -1700634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1700634.875000 Penalty: 4695.591797
	Iteration 27Q: 3 clusters Score -1700635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1700636.250000 Penalty: 4695.591797
	Iteration 28Q: 3 clusters Score -1700636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1700641.375000 Penalty: 4695.591797
	Iteration 29Q: 3 clusters Score -1700641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1700640.125000 Penalty: 4695.591797
	Iteration 30Q: 3 clusters Score -1700640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1700640.375000 Penalty: 4695.591797
	Iteration 31Q: 3 clusters Score -1700640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1700642.875000 Penalty: 4695.591797
	Iteration 32Q: 3 clusters Score -1700643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1700641.875000 Penalty: 4695.591797
	Iteration 33Q: 3 clusters Score -1700642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1700641.875000 Penalty: 4695.591797
	Iteration 34F: 3 clusters Score -1700642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Entering Unmasked Estep 
Score: -2499204.250000 Penalty: 2447.999023
	Iteration 0F: 2 clusters Score -2499204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2485457.000000 Penalty: 4895.998047
	Iteration 0F: 3 clusters Score -2485457 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2490123.250000 Penalty: 4895.998047
	Iteration 1F: 3 clusters Score -2490123 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2490635.250000 Penalty: 4895.998047
	Iteration 2F: 3 clusters Score -2490635 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2491162.250000 Penalty: 4895.998047
	Iteration 3F: 3 clusters Score -2491162 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2491745.500000 Penalty: 4895.998047
	Iteration 4F: 3 clusters Score -2491746 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2492470.750000 Penalty: 4895.998047
	Iteration 5F: 3 clusters Score -2492471 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2493514.250000 Penalty: 4895.998047
	Iteration 6F: 3 clusters Score -2493514 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2495062.500000 Penalty: 4895.998047
	Iteration 7F: 3 clusters Score -2495062 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2496908.250000 Penalty: 4895.998047
	Iteration 8F: 3 clusters Score -2496908 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2498388.750000 Penalty: 4895.998047
	Iteration 9F: 3 clusters Score -2498389 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2499107.750000 Penalty: 4895.998047
	Iteration 10Q: 3 clusters Score -2499108 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2499361.250000 Penalty: 4895.998047
	Iteration 11Q: 3 clusters Score -2499361 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2499465.000000 Penalty: 4895.998047
	Iteration 12Q: 3 clusters Score -2499465 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2499522.000000 Penalty: 4895.998047
	Iteration 13Q: 3 clusters Score -2499522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2499544.250000 Penalty: 4895.998047
	Iteration 14Q: 3 clusters Score -2499544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2499559.500000 Penalty: 4895.998047
	Iteration 15Q: 3 clusters Score -2499560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2499564.250000 Penalty: 4895.998047
	Iteration 16Q: 3 clusters Score -2499564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2499571.750000 Penalty: 4895.998047
	Iteration 17Q: 3 clusters Score -2499572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2499573.000000 Penalty: 4895.998047
	Iteration 18Q: 3 clusters Score -2499573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2499580.500000 Penalty: 4895.998047
	Iteration 19Q: 3 clusters Score -2499580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2499580.000000 Penalty: 4895.998047
	Iteration 20F: 3 clusters Score -2499580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2499578.750000 Penalty: 4895.998047
	Iteration 21Q: 3 clusters Score -2499579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2499581.750000 Penalty: 4895.998047
	Iteration 22Q: 3 clusters Score -2499582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2499581.250000 Penalty: 4895.998047
	Iteration 23Q: 3 clusters Score -2499581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2499578.750000 Penalty: 4895.998047
	Iteration 24Q: 3 clusters Score -2499579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2499579.000000 Penalty: 4895.998047
	Iteration 25Q: 3 clusters Score -2499579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2499583.500000 Penalty: 4895.998047
	Iteration 26Q: 3 clusters Score -2499584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2499583.500000 Penalty: 4895.998047
	Iteration 27Q: 3 clusters Score -2499584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2499583.500000 Penalty: 4895.998047
	Iteration 28F: 3 clusters Score -2499584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 20959 members 
Mstep: Class 3 contains 11082 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97870 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24790 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 43824 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 6017 members 
Mstep: Class 21 contains 13995 members 
Entering Unmasked Estep 
Score: -42912276.000000 Penalty: 66272.132812
Splitting cluster 7 changes total score from -42912416.000000 to -42912276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -699922.687500 Penalty: 2150.479004
	Iteration 0F: 2 clusters Score -699922.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -694914.000000 Penalty: 4300.958008
	Iteration 0F: 3 clusters Score -694914 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -696337.375000 Penalty: 4300.958008
	Iteration 1F: 3 clusters Score -696337.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -696664.625000 Penalty: 4300.958008
	Iteration 2F: 3 clusters Score -696664.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -696900.000000 Penalty: 4300.958008
	Iteration 3F: 3 clusters Score -696900 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -697088.187500 Penalty: 4300.958008
	Iteration 4Q: 3 clusters Score -697088.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -697245.812500 Penalty: 4300.958008
	Iteration 5Q: 3 clusters Score -697245.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -697370.312500 Penalty: 4300.958008
	Iteration 6Q: 3 clusters Score -697370.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -697470.625000 Penalty: 4300.958008
	Iteration 7Q: 3 clusters Score -697470.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -697573.312500 Penalty: 4300.958008
	Iteration 8Q: 3 clusters Score -697573.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -697655.812500 Penalty: 4300.958008
	Iteration 9Q: 3 clusters Score -697655.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -697729.562500 Penalty: 4300.958008
	Iteration 10Q: 3 clusters Score -697729.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -697779.062500 Penalty: 4300.958008
	Iteration 11Q: 3 clusters Score -697779.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -697815.250000 Penalty: 4300.958008
	Iteration 12Q: 3 clusters Score -697815.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -697842.625000 Penalty: 4300.958008
	Iteration 13Q: 3 clusters Score -697842.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -697862.812500 Penalty: 4300.958008
	Iteration 14Q: 3 clusters Score -697862.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -697883.000000 Penalty: 4300.958008
	Iteration 15Q: 3 clusters Score -697883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -697904.125000 Penalty: 4300.958008
	Iteration 16Q: 3 clusters Score -697904.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -697922.125000 Penalty: 4300.958008
	Iteration 17Q: 3 clusters Score -697922.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -697936.375000 Penalty: 4300.958008
	Iteration 18Q: 3 clusters Score -697936.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -697946.187500 Penalty: 4300.958008
	Iteration 19Q: 3 clusters Score -697946.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -697955.625000 Penalty: 4300.958008
	Iteration 20F: 3 clusters Score -697955.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -697962.750000 Penalty: 4300.958008
	Iteration 21Q: 3 clusters Score -697962.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -697974.062500 Penalty: 4300.958008
	Iteration 22Q: 3 clusters Score -697974.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -697984.625000 Penalty: 4300.958008
	Iteration 23Q: 3 clusters Score -697984.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -697996.437500 Penalty: 4300.958008
	Iteration 24Q: 3 clusters Score -697996.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -698006.750000 Penalty: 4300.958008
	Iteration 25Q: 3 clusters Score -698006.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -698015.187500 Penalty: 4300.958008
	Iteration 26Q: 3 clusters Score -698015.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -698021.500000 Penalty: 4300.958008
	Iteration 27Q: 3 clusters Score -698021.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -698028.062500 Penalty: 4300.958008
	Iteration 28Q: 3 clusters Score -698028.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -698031.625000 Penalty: 4300.958008
	Iteration 29Q: 3 clusters Score -698031.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -698036.375000 Penalty: 4300.958008
	Iteration 30Q: 3 clusters Score -698036.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -698038.500000 Penalty: 4300.958008
	Iteration 31Q: 3 clusters Score -698038.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -698041.750000 Penalty: 4300.958008
	Iteration 32Q: 3 clusters Score -698041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -698041.937500 Penalty: 4300.958008
	Iteration 33Q: 3 clusters Score -698041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -698043.437500 Penalty: 4300.958008
	Iteration 34Q: 3 clusters Score -698043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -698045.187500 Penalty: 4300.958008
	Iteration 35Q: 3 clusters Score -698045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -698046.875000 Penalty: 4300.958008
	Iteration 36Q: 3 clusters Score -698046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -698047.187500 Penalty: 4300.958008
	Iteration 37Q: 3 clusters Score -698047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -698048.625000 Penalty: 4300.958008
	Iteration 38Q: 3 clusters Score -698048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -698049.625000 Penalty: 4300.958008
	Iteration 39Q: 3 clusters Score -698049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -698049.750000 Penalty: 4300.958008
	Iteration 40F: 3 clusters Score -698049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -698050.500000 Penalty: 4300.958008
	Iteration 41Q: 3 clusters Score -698050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -698051.562500 Penalty: 4300.958008
	Iteration 42Q: 3 clusters Score -698051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -698051.562500 Penalty: 4300.958008
	Iteration 43F: 3 clusters Score -698051.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Entering Unmasked Estep 
Score: -3076987.250000 Penalty: 2509.312500
	Iteration 0F: 2 clusters Score -3076987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3059853.250000 Penalty: 5018.625000
	Iteration 0F: 3 clusters Score -3059853 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3065684.500000 Penalty: 5018.625000
	Iteration 1F: 3 clusters Score -3065684 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3066278.500000 Penalty: 5018.625000
	Iteration 2F: 3 clusters Score -3066278 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3066865.000000 Penalty: 5018.625000
	Iteration 3F: 3 clusters Score -3066865 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3067476.750000 Penalty: 5018.625000
	Iteration 4F: 3 clusters Score -3067477 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3068136.250000 Penalty: 5018.625000
	Iteration 5F: 3 clusters Score -3068136 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3068928.000000 Penalty: 5018.625000
	Iteration 6F: 3 clusters Score -3068928 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3069820.750000 Penalty: 5018.625000
	Iteration 7F: 3 clusters Score -3069821 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3070720.250000 Penalty: 5018.625000
	Iteration 8F: 3 clusters Score -3070720 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3071651.750000 Penalty: 5018.625000
	Iteration 9F: 3 clusters Score -3071652 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3072468.500000 Penalty: 5018.625000
	Iteration 10Q: 3 clusters Score -3072468 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3073148.500000 Penalty: 5018.625000
	Iteration 11Q: 3 clusters Score -3073148 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3073688.250000 Penalty: 5018.625000
	Iteration 12Q: 3 clusters Score -3073688 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3074079.250000 Penalty: 5018.625000
	Iteration 13Q: 3 clusters Score -3074079 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3074362.750000 Penalty: 5018.625000
	Iteration 14Q: 3 clusters Score -3074363 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3074577.500000 Penalty: 5018.625000
	Iteration 15Q: 3 clusters Score -3074578 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3074715.250000 Penalty: 5018.625000
	Iteration 16Q: 3 clusters Score -3074715 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3074824.000000 Penalty: 5018.625000
	Iteration 17Q: 3 clusters Score -3074824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3074875.750000 Penalty: 5018.625000
	Iteration 18Q: 3 clusters Score -3074876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3074919.500000 Penalty: 5018.625000
	Iteration 19Q: 3 clusters Score -3074920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3074947.000000 Penalty: 5018.625000
	Iteration 20F: 3 clusters Score -3074947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3074967.250000 Penalty: 5018.625000
	Iteration 21Q: 3 clusters Score -3074967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3074983.750000 Penalty: 5018.625000
	Iteration 22Q: 3 clusters Score -3074984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3075011.000000 Penalty: 5018.625000
	Iteration 23Q: 3 clusters Score -3075011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3075043.750000 Penalty: 5018.625000
	Iteration 24Q: 3 clusters Score -3075044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3075075.750000 Penalty: 5018.625000
	Iteration 25Q: 3 clusters Score -3075076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3075088.250000 Penalty: 5018.625000
	Iteration 26Q: 3 clusters Score -3075088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3075105.000000 Penalty: 5018.625000
	Iteration 27Q: 3 clusters Score -3075105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3075144.750000 Penalty: 5018.625000
	Iteration 28Q: 3 clusters Score -3075145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3075159.000000 Penalty: 5018.625000
	Iteration 29Q: 3 clusters Score -3075159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3075164.750000 Penalty: 5018.625000
	Iteration 30Q: 3 clusters Score -3075165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3075162.000000 Penalty: 5018.625000
	Iteration 31Q: 3 clusters Score -3075162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3075164.500000 Penalty: 5018.625000
	Iteration 32Q: 3 clusters Score -3075164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3075166.000000 Penalty: 5018.625000
	Iteration 33Q: 3 clusters Score -3075166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3075165.000000 Penalty: 5018.625000
	Iteration 34Q: 3 clusters Score -3075165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3075169.000000 Penalty: 5018.625000
	Iteration 35Q: 3 clusters Score -3075169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3075170.500000 Penalty: 5018.625000
	Iteration 36Q: 3 clusters Score -3075170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3075170.500000 Penalty: 5018.625000
	Iteration 37F: 3 clusters Score -3075170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Entering Unmasked Estep 
Score: -1296687.125000 Penalty: 2274.298828
	Iteration 0F: 2 clusters Score -1296687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1289279.000000 Penalty: 4548.597656
	Iteration 0F: 3 clusters Score -1289279 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1291250.250000 Penalty: 4548.597656
	Iteration 1F: 3 clusters Score -1291250 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1291485.875000 Penalty: 4548.597656
	Iteration 2F: 3 clusters Score -1291486 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1291689.875000 Penalty: 4548.597656
	Iteration 3Q: 3 clusters Score -1291690 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1291862.875000 Penalty: 4548.597656
	Iteration 4Q: 3 clusters Score -1291863 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1292038.750000 Penalty: 4548.597656
	Iteration 5Q: 3 clusters Score -1292039 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1292206.000000 Penalty: 4548.597656
	Iteration 6Q: 3 clusters Score -1292206 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1292419.625000 Penalty: 4548.597656
	Iteration 7Q: 3 clusters Score -1292420 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1292660.875000 Penalty: 4548.597656
	Iteration 8Q: 3 clusters Score -1292661 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1292977.000000 Penalty: 4548.597656
	Iteration 9Q: 3 clusters Score -1292977 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1293338.125000 Penalty: 4548.597656
	Iteration 10F: 3 clusters Score -1293338 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1293686.750000 Penalty: 4548.597656
	Iteration 11Q: 3 clusters Score -1293687 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1293987.875000 Penalty: 4548.597656
	Iteration 12Q: 3 clusters Score -1293988 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1294226.625000 Penalty: 4548.597656
	Iteration 13Q: 3 clusters Score -1294227 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1294364.125000 Penalty: 4548.597656
	Iteration 14Q: 3 clusters Score -1294364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1294463.250000 Penalty: 4548.597656
	Iteration 15Q: 3 clusters Score -1294463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1294534.875000 Penalty: 4548.597656
	Iteration 16Q: 3 clusters Score -1294535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1294587.625000 Penalty: 4548.597656
	Iteration 17Q: 3 clusters Score -1294588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1294626.500000 Penalty: 4548.597656
	Iteration 18Q: 3 clusters Score -1294626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1294652.000000 Penalty: 4548.597656
	Iteration 19Q: 3 clusters Score -1294652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1294664.250000 Penalty: 4548.597656
	Iteration 20F: 3 clusters Score -1294664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1294675.500000 Penalty: 4548.597656
	Iteration 21Q: 3 clusters Score -1294676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1294680.125000 Penalty: 4548.597656
	Iteration 22Q: 3 clusters Score -1294680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1294689.750000 Penalty: 4548.597656
	Iteration 23Q: 3 clusters Score -1294690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1294699.250000 Penalty: 4548.597656
	Iteration 24Q: 3 clusters Score -1294699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1294704.875000 Penalty: 4548.597656
	Iteration 25Q: 3 clusters Score -1294705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1294707.875000 Penalty: 4548.597656
	Iteration 26Q: 3 clusters Score -1294708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1294710.750000 Penalty: 4548.597656
	Iteration 27Q: 3 clusters Score -1294711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1294710.750000 Penalty: 4548.597656
	Iteration 28F: 3 clusters Score -1294711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -30340.015625 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -30340.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29118.876953 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -29118.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29279.785156 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -29279.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29306.656250 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -29306.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29316.712891 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -29316.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29319.291016 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -29319.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29319.291016 Penalty: 2805.372070
	Iteration 5F: 3 clusters Score -29319.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -151797.531250 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -151797.5 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 662 members 
Entering Unmasked Estep 
Score: -149782.515625 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -149782.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -150389.640625 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -150389.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -150857.109375 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -150857.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -151299.984375 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -151300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -151534.890625 Penalty: 3540.877930
	Iteration 4F: 3 clusters Score -151534.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -151654.156250 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -151654.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -151712.125000 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -151712.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -151746.562500 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -151746.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -151770.750000 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -151770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -151785.484375 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -151785.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -151798.640625 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -151798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -151809.125000 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -151809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -151810.734375 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -151810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -151813.921875 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -151813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -151814.515625 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -151814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -151814.515625 Penalty: 3540.877930
	Iteration 15F: 3 clusters Score -151814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 20959 members 
Mstep: Class 3 contains 11082 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97870 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 19360 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24790 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 43824 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 6017 members 
Mstep: Class 21 contains 874 members 
Entering Unmasked Estep 
Score: -42911100.000000 Penalty: 66272.132812
Splitting cluster 12 changes total score from -42912416.000000 to -42911100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Entering Unmasked Estep 
Score: -955577.000000 Penalty: 2206.251953
	Iteration 0F: 2 clusters Score -955577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -949600.812500 Penalty: 4412.503906
	Iteration 0F: 3 clusters Score -949600.8 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -951239.187500 Penalty: 4412.503906
	Iteration 1F: 3 clusters Score -951239.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -951485.375000 Penalty: 4412.503906
	Iteration 2F: 3 clusters Score -951485.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -951655.312500 Penalty: 4412.503906
	Iteration 3Q: 3 clusters Score -951655.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -951791.500000 Penalty: 4412.503906
	Iteration 4Q: 3 clusters Score -951791.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -951907.437500 Penalty: 4412.503906
	Iteration 5Q: 3 clusters Score -951907.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -952006.375000 Penalty: 4412.503906
	Iteration 6Q: 3 clusters Score -952006.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -952111.625000 Penalty: 4412.503906
	Iteration 7Q: 3 clusters Score -952111.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -952244.000000 Penalty: 4412.503906
	Iteration 8Q: 3 clusters Score -952244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -952382.625000 Penalty: 4412.503906
	Iteration 9Q: 3 clusters Score -952382.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -952524.875000 Penalty: 4412.503906
	Iteration 10Q: 3 clusters Score -952524.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -952680.812500 Penalty: 4412.503906
	Iteration 11Q: 3 clusters Score -952680.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -952853.875000 Penalty: 4412.503906
	Iteration 12Q: 3 clusters Score -952853.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -953014.500000 Penalty: 4412.503906
	Iteration 13Q: 3 clusters Score -953014.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -953160.687500 Penalty: 4412.503906
	Iteration 14Q: 3 clusters Score -953160.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -953293.125000 Penalty: 4412.503906
	Iteration 15Q: 3 clusters Score -953293.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -953392.625000 Penalty: 4412.503906
	Iteration 16Q: 3 clusters Score -953392.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -953464.937500 Penalty: 4412.503906
	Iteration 17Q: 3 clusters Score -953464.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -953516.000000 Penalty: 4412.503906
	Iteration 18Q: 3 clusters Score -953516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -953545.375000 Penalty: 4412.503906
	Iteration 19Q: 3 clusters Score -953545.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -953581.125000 Penalty: 4412.503906
	Iteration 20F: 3 clusters Score -953581.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -953602.125000 Penalty: 4412.503906
	Iteration 21Q: 3 clusters Score -953602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -953612.750000 Penalty: 4412.503906
	Iteration 22Q: 3 clusters Score -953612.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -953623.312500 Penalty: 4412.503906
	Iteration 23Q: 3 clusters Score -953623.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -953624.875000 Penalty: 4412.503906
	Iteration 24Q: 3 clusters Score -953624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -953629.750000 Penalty: 4412.503906
	Iteration 25Q: 3 clusters Score -953629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -953629.812500 Penalty: 4412.503906
	Iteration 26Q: 3 clusters Score -953629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -953629.812500 Penalty: 4412.503906
	Iteration 27F: 3 clusters Score -953629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Entering Unmasked Estep 
Score: -6138393.500000 Penalty: 2664.549072
	Iteration 0F: 2 clusters Score -6138394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -6107031.500000 Penalty: 5329.098145
	Iteration 0F: 3 clusters Score -6107032 nChanged 21283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -6118870.500000 Penalty: 5329.098145
	Iteration 1F: 3 clusters Score -6118870 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -6119446.500000 Penalty: 5329.098145
	Iteration 2Q: 3 clusters Score -6119446 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -6120092.000000 Penalty: 5329.098145
	Iteration 3Q: 3 clusters Score -6120092 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -6120965.500000 Penalty: 5329.098145
	Iteration 4Q: 3 clusters Score -6120966 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -6122292.500000 Penalty: 5329.098145
	Iteration 5F: 3 clusters Score -6122292 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -6124507.500000 Penalty: 5329.098145
	Iteration 6F: 3 clusters Score -6124508 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -6127579.500000 Penalty: 5329.098145
	Iteration 7F: 3 clusters Score -6127580 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -6131000.000000 Penalty: 5329.098145
	Iteration 8F: 3 clusters Score -6131000 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6133717.500000 Penalty: 5329.098145
	Iteration 9F: 3 clusters Score -6133718 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6135064.500000 Penalty: 5329.098145
	Iteration 10Q: 3 clusters Score -6135064 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6135587.000000 Penalty: 5329.098145
	Iteration 11Q: 3 clusters Score -6135587 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6135845.500000 Penalty: 5329.098145
	Iteration 12Q: 3 clusters Score -6135846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6135948.000000 Penalty: 5329.098145
	Iteration 13Q: 3 clusters Score -6135948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6136003.000000 Penalty: 5329.098145
	Iteration 14Q: 3 clusters Score -6136003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6136034.500000 Penalty: 5329.098145
	Iteration 15Q: 3 clusters Score -6136034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6136061.000000 Penalty: 5329.098145
	Iteration 16Q: 3 clusters Score -6136061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6136076.500000 Penalty: 5329.098145
	Iteration 17Q: 3 clusters Score -6136076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6136079.500000 Penalty: 5329.098145
	Iteration 18Q: 3 clusters Score -6136080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6136082.000000 Penalty: 5329.098145
	Iteration 19Q: 3 clusters Score -6136082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6136082.000000 Penalty: 5329.098145
	Iteration 20F: 3 clusters Score -6136082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -162649.890625 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -162649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -160532.656250 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -160532.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -160972.109375 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -160972.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161169.343750 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -161169.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -161292.140625 Penalty: 3593.844971
	Iteration 3Q: 3 clusters Score -161292.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -161394.390625 Penalty: 3593.844971
	Iteration 4Q: 3 clusters Score -161394.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -161525.468750 Penalty: 3593.844971
	Iteration 5Q: 3 clusters Score -161525.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -161637.703125 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -161637.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -161778.296875 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -161778.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161933.421875 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -161933.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162108.796875 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -162108.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -162448.406250 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -162448.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -163002.421875 Penalty: 3593.844971
	Iteration 11F: 3 clusters Score -163002.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -163349.312500 Penalty: 3593.844971
	Iteration 12F: 3 clusters Score -163349.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -163448.046875 Penalty: 3593.844971
	Iteration 13Q: 3 clusters Score -163448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -163479.484375 Penalty: 3593.844971
	Iteration 14Q: 3 clusters Score -163479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163508.281250 Penalty: 3593.844971
	Iteration 15Q: 3 clusters Score -163508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -163518.421875 Penalty: 3593.844971
	Iteration 16Q: 3 clusters Score -163518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -163531.171875 Penalty: 3593.844971
	Iteration 17Q: 3 clusters Score -163531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -163538.328125 Penalty: 3593.844971
	Iteration 18Q: 3 clusters Score -163538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163540.078125 Penalty: 3593.844971
	Iteration 19Q: 3 clusters Score -163540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163540.078125 Penalty: 3593.844971
	Iteration 20F: 3 clusters Score -163540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 20959 members 
Mstep: Class 3 contains 11082 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97870 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 19360 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24790 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 43824 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 6017 members 
Mstep: Class 21 contains 918 members 
Entering Unmasked Estep 
Score: -42911992.000000 Penalty: 66272.132812
Splitting cluster 15 changes total score from -42912416.000000 to -42911992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -594111.125000 Penalty: 2088.929443
	Iteration 0F: 2 clusters Score -594111.1 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 2257 members 
Entering Unmasked Estep 
Score: -589861.500000 Penalty: 4177.858887
	Iteration 0F: 3 clusters Score -589861.5 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -590937.187500 Penalty: 4177.858887
	Iteration 1F: 3 clusters Score -590937.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -591231.375000 Penalty: 4177.858887
	Iteration 2F: 3 clusters Score -591231.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -591400.937500 Penalty: 4177.858887
	Iteration 3F: 3 clusters Score -591400.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -591518.437500 Penalty: 4177.858887
	Iteration 4Q: 3 clusters Score -591518.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -591617.125000 Penalty: 4177.858887
	Iteration 5Q: 3 clusters Score -591617.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -591692.750000 Penalty: 4177.858887
	Iteration 6Q: 3 clusters Score -591692.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -591760.250000 Penalty: 4177.858887
	Iteration 7Q: 3 clusters Score -591760.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -591814.562500 Penalty: 4177.858887
	Iteration 8Q: 3 clusters Score -591814.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -591858.437500 Penalty: 4177.858887
	Iteration 9Q: 3 clusters Score -591858.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -591894.187500 Penalty: 4177.858887
	Iteration 10Q: 3 clusters Score -591894.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -591941.750000 Penalty: 4177.858887
	Iteration 11Q: 3 clusters Score -591941.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -591998.062500 Penalty: 4177.858887
	Iteration 12Q: 3 clusters Score -591998.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -592063.375000 Penalty: 4177.858887
	Iteration 13Q: 3 clusters Score -592063.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -592136.312500 Penalty: 4177.858887
	Iteration 14Q: 3 clusters Score -592136.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -592208.875000 Penalty: 4177.858887
	Iteration 15Q: 3 clusters Score -592208.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -592297.000000 Penalty: 4177.858887
	Iteration 16Q: 3 clusters Score -592297 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -592396.875000 Penalty: 4177.858887
	Iteration 17Q: 3 clusters Score -592396.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -592491.437500 Penalty: 4177.858887
	Iteration 18Q: 3 clusters Score -592491.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -592575.687500 Penalty: 4177.858887
	Iteration 19Q: 3 clusters Score -592575.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -592671.562500 Penalty: 4177.858887
	Iteration 20F: 3 clusters Score -592671.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -592733.375000 Penalty: 4177.858887
	Iteration 21Q: 3 clusters Score -592733.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -592782.250000 Penalty: 4177.858887
	Iteration 22Q: 3 clusters Score -592782.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -592828.187500 Penalty: 4177.858887
	Iteration 23Q: 3 clusters Score -592828.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -592851.625000 Penalty: 4177.858887
	Iteration 24Q: 3 clusters Score -592851.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -592874.000000 Penalty: 4177.858887
	Iteration 25Q: 3 clusters Score -592874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -592884.562500 Penalty: 4177.858887
	Iteration 26Q: 3 clusters Score -592884.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -592892.125000 Penalty: 4177.858887
	Iteration 27Q: 3 clusters Score -592892.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -592906.437500 Penalty: 4177.858887
	Iteration 28Q: 3 clusters Score -592906.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -592913.437500 Penalty: 4177.858887
	Iteration 29Q: 3 clusters Score -592913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -592918.750000 Penalty: 4177.858887
	Iteration 30Q: 3 clusters Score -592918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -592920.187500 Penalty: 4177.858887
	Iteration 31Q: 3 clusters Score -592920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -592921.500000 Penalty: 4177.858887
	Iteration 32Q: 3 clusters Score -592921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -592921.250000 Penalty: 4177.858887
	Iteration 33Q: 3 clusters Score -592921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -592922.375000 Penalty: 4177.858887
	Iteration 34Q: 3 clusters Score -592922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -592922.375000 Penalty: 4177.858887
	Iteration 35F: 3 clusters Score -592922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Entering Unmasked Estep 
Score: -5695077.500000 Penalty: 2650.608398
	Iteration 0F: 2 clusters Score -5695078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5665473.000000 Penalty: 5301.216797
	Iteration 0F: 3 clusters Score -5665473 nChanged 19974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5676695.000000 Penalty: 5301.216797
	Iteration 1F: 3 clusters Score -5676695 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -5677616.500000 Penalty: 5301.216797
	Iteration 2Q: 3 clusters Score -5677616 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -5678777.500000 Penalty: 5301.216797
	Iteration 3Q: 3 clusters Score -5678778 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -5680253.500000 Penalty: 5301.216797
	Iteration 4F: 3 clusters Score -5680254 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -5681744.500000 Penalty: 5301.216797
	Iteration 5F: 3 clusters Score -5681744 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -5683014.500000 Penalty: 5301.216797
	Iteration 6F: 3 clusters Score -5683014 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -5684079.500000 Penalty: 5301.216797
	Iteration 7Q: 3 clusters Score -5684080 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -5684921.500000 Penalty: 5301.216797
	Iteration 8Q: 3 clusters Score -5684922 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -5685717.500000 Penalty: 5301.216797
	Iteration 9Q: 3 clusters Score -5685718 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -5686442.500000 Penalty: 5301.216797
	Iteration 10Q: 3 clusters Score -5686442 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -5687140.000000 Penalty: 5301.216797
	Iteration 11Q: 3 clusters Score -5687140 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -5687955.000000 Penalty: 5301.216797
	Iteration 12Q: 3 clusters Score -5687955 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -5688846.500000 Penalty: 5301.216797
	Iteration 13Q: 3 clusters Score -5688846 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -5689678.500000 Penalty: 5301.216797
	Iteration 14Q: 3 clusters Score -5689678 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5690436.000000 Penalty: 5301.216797
	Iteration 15Q: 3 clusters Score -5690436 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5691033.500000 Penalty: 5301.216797
	Iteration 16Q: 3 clusters Score -5691034 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5691585.000000 Penalty: 5301.216797
	Iteration 17Q: 3 clusters Score -5691585 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5691998.000000 Penalty: 5301.216797
	Iteration 18Q: 3 clusters Score -5691998 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5692226.500000 Penalty: 5301.216797
	Iteration 19Q: 3 clusters Score -5692226 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5692371.500000 Penalty: 5301.216797
	Iteration 20F: 3 clusters Score -5692372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5692485.500000 Penalty: 5301.216797
	Iteration 21Q: 3 clusters Score -5692486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5692558.000000 Penalty: 5301.216797
	Iteration 22Q: 3 clusters Score -5692558 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5692632.000000 Penalty: 5301.216797
	Iteration 23Q: 3 clusters Score -5692632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5692691.500000 Penalty: 5301.216797
	Iteration 24Q: 3 clusters Score -5692692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5692728.000000 Penalty: 5301.216797
	Iteration 25Q: 3 clusters Score -5692728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5692754.000000 Penalty: 5301.216797
	Iteration 26Q: 3 clusters Score -5692754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5692776.000000 Penalty: 5301.216797
	Iteration 27Q: 3 clusters Score -5692776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5692787.000000 Penalty: 5301.216797
	Iteration 28Q: 3 clusters Score -5692787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5692811.500000 Penalty: 5301.216797
	Iteration 29Q: 3 clusters Score -5692812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5692814.000000 Penalty: 5301.216797
	Iteration 30Q: 3 clusters Score -5692814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5692823.000000 Penalty: 5301.216797
	Iteration 31Q: 3 clusters Score -5692823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5692824.000000 Penalty: 5301.216797
	Iteration 32Q: 3 clusters Score -5692824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5692827.500000 Penalty: 5301.216797
	Iteration 33Q: 3 clusters Score -5692828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5692833.000000 Penalty: 5301.216797
	Iteration 34Q: 3 clusters Score -5692833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5692831.500000 Penalty: 5301.216797
	Iteration 35Q: 3 clusters Score -5692832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5692839.500000 Penalty: 5301.216797
	Iteration 36Q: 3 clusters Score -5692840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5692845.000000 Penalty: 5301.216797
	Iteration 37Q: 3 clusters Score -5692845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5692844.000000 Penalty: 5301.216797
	Iteration 38Q: 3 clusters Score -5692844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5692846.500000 Penalty: 5301.216797
	Iteration 39Q: 3 clusters Score -5692846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5692849.000000 Penalty: 5301.216797
	Iteration 40F: 3 clusters Score -5692849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -152601.796875 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -152601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150557.015625 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -150557 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -151334.500000 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -151334.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -151805.625000 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -151805.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152287.093750 Penalty: 3547.136719
	Iteration 3F: 3 clusters Score -152287.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152693.484375 Penalty: 3547.136719
	Iteration 4F: 3 clusters Score -152693.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -153082.218750 Penalty: 3547.136719
	Iteration 5F: 3 clusters Score -153082.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -153319.640625 Penalty: 3547.136719
	Iteration 6Q: 3 clusters Score -153319.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -153438.500000 Penalty: 3547.136719
	Iteration 7Q: 3 clusters Score -153438.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -153506.796875 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -153506.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -153563.015625 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -153563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -153588.031250 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -153588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -153596.968750 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -153597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -153603.531250 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -153603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -153606.921875 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -153606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -153610.500000 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -153610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153612.796875 Penalty: 3547.136719
	Iteration 15Q: 3 clusters Score -153612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153612.796875 Penalty: 3547.136719
	Iteration 16F: 3 clusters Score -153612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 20959 members 
Mstep: Class 3 contains 11082 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97870 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 19360 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24790 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 43824 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 6017 members 
Mstep: Class 21 contains 827 members 
Entering Unmasked Estep 
Score: -42912056.000000 Penalty: 66272.132812
Splitting cluster 18 changes total score from -42912416.000000 to -42912056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -570621.562500 Penalty: 2080.617676
	Iteration 0F: 2 clusters Score -570621.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -566495.625000 Penalty: 4161.235352
	Iteration 0F: 3 clusters Score -566495.6 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -567470.812500 Penalty: 4161.235352
	Iteration 1F: 3 clusters Score -567470.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -567672.812500 Penalty: 4161.235352
	Iteration 2F: 3 clusters Score -567672.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -567815.625000 Penalty: 4161.235352
	Iteration 3F: 3 clusters Score -567815.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -567940.125000 Penalty: 4161.235352
	Iteration 4Q: 3 clusters Score -567940.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -568063.187500 Penalty: 4161.235352
	Iteration 5Q: 3 clusters Score -568063.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -568172.687500 Penalty: 4161.235352
	Iteration 6Q: 3 clusters Score -568172.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -568272.500000 Penalty: 4161.235352
	Iteration 7Q: 3 clusters Score -568272.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -568357.375000 Penalty: 4161.235352
	Iteration 8Q: 3 clusters Score -568357.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -568432.250000 Penalty: 4161.235352
	Iteration 9Q: 3 clusters Score -568432.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -568512.062500 Penalty: 4161.235352
	Iteration 10Q: 3 clusters Score -568512.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -568592.062500 Penalty: 4161.235352
	Iteration 11Q: 3 clusters Score -568592.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -568677.375000 Penalty: 4161.235352
	Iteration 12Q: 3 clusters Score -568677.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -568751.937500 Penalty: 4161.235352
	Iteration 13Q: 3 clusters Score -568751.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -568812.062500 Penalty: 4161.235352
	Iteration 14Q: 3 clusters Score -568812.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -568866.312500 Penalty: 4161.235352
	Iteration 15Q: 3 clusters Score -568866.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -568899.750000 Penalty: 4161.235352
	Iteration 16Q: 3 clusters Score -568899.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -568927.500000 Penalty: 4161.235352
	Iteration 17Q: 3 clusters Score -568927.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -568952.000000 Penalty: 4161.235352
	Iteration 18Q: 3 clusters Score -568952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -568982.250000 Penalty: 4161.235352
	Iteration 19Q: 3 clusters Score -568982.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -569007.312500 Penalty: 4161.235352
	Iteration 20F: 3 clusters Score -569007.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -569028.937500 Penalty: 4161.235352
	Iteration 21Q: 3 clusters Score -569028.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -569048.187500 Penalty: 4161.235352
	Iteration 22Q: 3 clusters Score -569048.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -569067.125000 Penalty: 4161.235352
	Iteration 23Q: 3 clusters Score -569067.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -569086.375000 Penalty: 4161.235352
	Iteration 24Q: 3 clusters Score -569086.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -569096.625000 Penalty: 4161.235352
	Iteration 25Q: 3 clusters Score -569096.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -569103.875000 Penalty: 4161.235352
	Iteration 26Q: 3 clusters Score -569103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -569107.062500 Penalty: 4161.235352
	Iteration 27Q: 3 clusters Score -569107.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -569106.750000 Penalty: 4161.235352
	Iteration 28Q: 3 clusters Score -569106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -569107.625000 Penalty: 4161.235352
	Iteration 29Q: 3 clusters Score -569107.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -569111.375000 Penalty: 4161.235352
	Iteration 30Q: 3 clusters Score -569111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -569114.562500 Penalty: 4161.235352
	Iteration 31Q: 3 clusters Score -569114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -569117.187500 Penalty: 4161.235352
	Iteration 32Q: 3 clusters Score -569117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -569119.625000 Penalty: 4161.235352
	Iteration 33Q: 3 clusters Score -569119.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -569122.937500 Penalty: 4161.235352
	Iteration 34Q: 3 clusters Score -569122.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -569125.625000 Penalty: 4161.235352
	Iteration 35Q: 3 clusters Score -569125.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -569127.062500 Penalty: 4161.235352
	Iteration 36Q: 3 clusters Score -569127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -569127.062500 Penalty: 4161.235352
	Iteration 37F: 3 clusters Score -569127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Entering Unmasked Estep 
Score: -776783.250000 Penalty: 2158.181396
	Iteration 0F: 2 clusters Score -776783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -771704.000000 Penalty: 4316.362793
	Iteration 0F: 3 clusters Score -771704 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -773003.750000 Penalty: 4316.362793
	Iteration 1F: 3 clusters Score -773003.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -773266.562500 Penalty: 4316.362793
	Iteration 2F: 3 clusters Score -773266.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -773449.000000 Penalty: 4316.362793
	Iteration 3F: 3 clusters Score -773449 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -773603.687500 Penalty: 4316.362793
	Iteration 4Q: 3 clusters Score -773603.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -773757.250000 Penalty: 4316.362793
	Iteration 5Q: 3 clusters Score -773757.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -773906.312500 Penalty: 4316.362793
	Iteration 6Q: 3 clusters Score -773906.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -774024.187500 Penalty: 4316.362793
	Iteration 7Q: 3 clusters Score -774024.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -774142.312500 Penalty: 4316.362793
	Iteration 8Q: 3 clusters Score -774142.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -774241.937500 Penalty: 4316.362793
	Iteration 9Q: 3 clusters Score -774241.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -774327.187500 Penalty: 4316.362793
	Iteration 10Q: 3 clusters Score -774327.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -774393.000000 Penalty: 4316.362793
	Iteration 11Q: 3 clusters Score -774393 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -774457.687500 Penalty: 4316.362793
	Iteration 12Q: 3 clusters Score -774457.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -774517.562500 Penalty: 4316.362793
	Iteration 13Q: 3 clusters Score -774517.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -774567.812500 Penalty: 4316.362793
	Iteration 14Q: 3 clusters Score -774567.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -774618.875000 Penalty: 4316.362793
	Iteration 15Q: 3 clusters Score -774618.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -774675.687500 Penalty: 4316.362793
	Iteration 16Q: 3 clusters Score -774675.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -774715.562500 Penalty: 4316.362793
	Iteration 17Q: 3 clusters Score -774715.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -774748.937500 Penalty: 4316.362793
	Iteration 18Q: 3 clusters Score -774748.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -774772.000000 Penalty: 4316.362793
	Iteration 19Q: 3 clusters Score -774772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -774786.000000 Penalty: 4316.362793
	Iteration 20F: 3 clusters Score -774786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -774792.312500 Penalty: 4316.362793
	Iteration 21Q: 3 clusters Score -774792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -774799.312500 Penalty: 4316.362793
	Iteration 22Q: 3 clusters Score -774799.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -774803.562500 Penalty: 4316.362793
	Iteration 23Q: 3 clusters Score -774803.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -774812.750000 Penalty: 4316.362793
	Iteration 24Q: 3 clusters Score -774812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -774814.687500 Penalty: 4316.362793
	Iteration 25Q: 3 clusters Score -774814.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -774820.625000 Penalty: 4316.362793
	Iteration 26Q: 3 clusters Score -774820.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -774828.875000 Penalty: 4316.362793
	Iteration 27Q: 3 clusters Score -774828.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -774836.937500 Penalty: 4316.362793
	Iteration 28Q: 3 clusters Score -774836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -774842.812500 Penalty: 4316.362793
	Iteration 29Q: 3 clusters Score -774842.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -774849.562500 Penalty: 4316.362793
	Iteration 30Q: 3 clusters Score -774849.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -774852.937500 Penalty: 4316.362793
	Iteration 31Q: 3 clusters Score -774852.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -774858.500000 Penalty: 4316.362793
	Iteration 32Q: 3 clusters Score -774858.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -774864.062500 Penalty: 4316.362793
	Iteration 33Q: 3 clusters Score -774864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -774870.750000 Penalty: 4316.362793
	Iteration 34Q: 3 clusters Score -774870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -774872.312500 Penalty: 4316.362793
	Iteration 35Q: 3 clusters Score -774872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -774872.312500 Penalty: 4316.362793
	Iteration 36Q: 3 clusters Score -774872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -774873.187500 Penalty: 4316.362793
	Iteration 37Q: 3 clusters Score -774873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -774874.000000 Penalty: 4316.362793
	Iteration 38Q: 3 clusters Score -774874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -774873.625000 Penalty: 4316.362793
	Iteration 39Q: 3 clusters Score -774873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -774874.937500 Penalty: 4316.362793
	Iteration 40F: 3 clusters Score -774874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -774876.437500 Penalty: 4316.362793
	Iteration 41Q: 3 clusters Score -774876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -774877.187500 Penalty: 4316.362793
	Iteration 42Q: 3 clusters Score -774877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -774881.375000 Penalty: 4316.362793
	Iteration 43Q: 3 clusters Score -774881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -774888.250000 Penalty: 4316.362793
	Iteration 44Q: 3 clusters Score -774888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -774888.062500 Penalty: 4316.362793
	Iteration 45Q: 3 clusters Score -774888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -774890.625000 Penalty: 4316.362793
	Iteration 46Q: 3 clusters Score -774890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -774891.250000 Penalty: 4316.362793
	Iteration 47Q: 3 clusters Score -774891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -774893.562500 Penalty: 4316.362793
	Iteration 48Q: 3 clusters Score -774893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -774894.000000 Penalty: 4316.362793
	Iteration 49Q: 3 clusters Score -774894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -774895.875000 Penalty: 4316.362793
	Iteration 50Q: 3 clusters Score -774895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -774895.875000 Penalty: 4316.362793
	Iteration 51F: 3 clusters Score -774895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 20959 members 
Mstep: Class 3 contains 11082 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97870 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 19360 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24790 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 43824 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 6017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912460.000000 Penalty: 63116.312500
Iteration 319Q: 21 clusters Score -4.291246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 20955 members 
Mstep: Class 3 contains 11085 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97873 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24794 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4549 members 
Mstep: Class 17 contains 43822 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912452.000000 Penalty: 63116.312500
Iteration 320F: 21 clusters Score -4.291245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 20953 members 
Mstep: Class 3 contains 11090 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97873 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24799 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46366 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4547 members 
Mstep: Class 17 contains 43817 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 6019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912440.000000 Penalty: 63116.312500
Iteration 321Q: 21 clusters Score -4.291244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 11092 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97876 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 24803 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46369 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4545 members 
Mstep: Class 17 contains 43815 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 6022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912408.000000 Penalty: 63116.312500
Iteration 322Q: 21 clusters Score -4.291241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 20947 members 
Mstep: Class 3 contains 11095 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97879 members 
Mstep: Class 6 contains 12918 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24801 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46370 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4541 members 
Mstep: Class 17 contains 43814 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 6022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912388.000000 Penalty: 63116.312500
Iteration 323Q: 21 clusters Score -4.291239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 20942 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97880 members 
Mstep: Class 6 contains 12918 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24797 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46371 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4545 members 
Mstep: Class 17 contains 43810 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912384.000000 Penalty: 63116.312500
Iteration 324Q: 21 clusters Score -4.291238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 20941 members 
Mstep: Class 3 contains 11115 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97875 members 
Mstep: Class 6 contains 12918 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24795 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46372 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4544 members 
Mstep: Class 17 contains 43801 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 6024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912380.000000 Penalty: 63116.312500
Iteration 325Q: 21 clusters Score -4.291238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 20938 members 
Mstep: Class 3 contains 11124 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97879 members 
Mstep: Class 6 contains 12918 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24788 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4541 members 
Mstep: Class 17 contains 43801 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912392.000000 Penalty: 63116.312500
Iteration 326Q: 21 clusters Score -4.291239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 20939 members 
Mstep: Class 3 contains 11130 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 12918 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24787 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4540 members 
Mstep: Class 17 contains 43799 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912348.000000 Penalty: 63116.312500
Iteration 327Q: 21 clusters Score -4.291235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 20939 members 
Mstep: Class 3 contains 11134 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97879 members 
Mstep: Class 6 contains 12918 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24784 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4538 members 
Mstep: Class 17 contains 43797 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912348.000000 Penalty: 63116.312500
Iteration 328Q: 21 clusters Score -4.291235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 20938 members 
Mstep: Class 3 contains 11140 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97882 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24780 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46376 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 43796 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912372.000000 Penalty: 63116.312500
Iteration 329Q: 21 clusters Score -4.291237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 20938 members 
Mstep: Class 3 contains 11147 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97880 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24781 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 46374 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4527 members 
Mstep: Class 17 contains 43796 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912360.000000 Penalty: 63116.312500
Iteration 330Q: 21 clusters Score -4.291236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 20937 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97881 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24781 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7303 members 
Mstep: Class 14 contains 46374 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4522 members 
Mstep: Class 17 contains 43794 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912380.000000 Penalty: 63116.312500
Iteration 331Q: 21 clusters Score -4.291238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 20938 members 
Mstep: Class 3 contains 11163 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97880 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24781 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7303 members 
Mstep: Class 14 contains 46374 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4516 members 
Mstep: Class 17 contains 43792 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912380.000000 Penalty: 63116.312500
Iteration 332Q: 21 clusters Score -4.291238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 20938 members 
Mstep: Class 3 contains 11172 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97883 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24781 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7303 members 
Mstep: Class 14 contains 46374 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4508 members 
Mstep: Class 17 contains 43789 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912332.000000 Penalty: 63116.312500
Iteration 333Q: 21 clusters Score -4.291233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 20940 members 
Mstep: Class 3 contains 11178 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24777 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7303 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4503 members 
Mstep: Class 17 contains 43788 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912328.000000 Penalty: 63116.312500
Iteration 334Q: 21 clusters Score -4.291233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 20941 members 
Mstep: Class 3 contains 11183 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97888 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24775 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 46378 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4502 members 
Mstep: Class 17 contains 43783 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912340.000000 Penalty: 63116.312500
Iteration 335Q: 21 clusters Score -4.291234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 20942 members 
Mstep: Class 3 contains 11182 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97891 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 24774 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 46380 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4502 members 
Mstep: Class 17 contains 43783 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912344.000000 Penalty: 63116.312500
Iteration 336Q: 21 clusters Score -4.291234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 20937 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97893 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19353 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 24774 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 46381 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4503 members 
Mstep: Class 17 contains 43780 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912348.000000 Penalty: 63116.312500
Iteration 337Q: 21 clusters Score -4.291235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 20934 members 
Mstep: Class 3 contains 11190 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97891 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19353 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 24776 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 46381 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4503 members 
Mstep: Class 17 contains 43780 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912340.000000 Penalty: 63116.312500
Iteration 338Q: 21 clusters Score -4.291234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20933 members 
Mstep: Class 3 contains 11192 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97893 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19354 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 24773 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 46380 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4503 members 
Mstep: Class 17 contains 43780 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912336.000000 Penalty: 63116.312500
Iteration 339Q: 21 clusters Score -4.291234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20932 members 
Mstep: Class 3 contains 11197 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 97893 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19353 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 24771 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 46381 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4502 members 
Mstep: Class 17 contains 43779 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912360.000000 Penalty: 63116.312500
Iteration 340F: 21 clusters Score -4.291236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20932 members 
Mstep: Class 3 contains 11203 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97888 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19353 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 24770 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 46384 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4500 members 
Mstep: Class 17 contains 43779 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912404.000000 Penalty: 63116.312500
Iteration 341Q: 21 clusters Score -4.29124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11207 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97888 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 24770 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7301 members 
Mstep: Class 14 contains 46384 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4499 members 
Mstep: Class 17 contains 43778 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912400.000000 Penalty: 63116.312500
Iteration 342Q: 21 clusters Score -4.29124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11209 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 24769 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7301 members 
Mstep: Class 14 contains 46384 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4499 members 
Mstep: Class 17 contains 43778 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912396.000000 Penalty: 63116.312500
Iteration 343Q: 21 clusters Score -4.29124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11211 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 24768 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7301 members 
Mstep: Class 14 contains 46384 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4498 members 
Mstep: Class 17 contains 43778 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912360.000000 Penalty: 63116.312500
Iteration 344Q: 21 clusters Score -4.291236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11212 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5827 members 
Mstep: Class 9 contains 24769 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46385 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 43777 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912388.000000 Penalty: 63116.312500
Iteration 345Q: 21 clusters Score -4.291239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11217 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 24769 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46385 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4494 members 
Mstep: Class 17 contains 43777 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912376.000000 Penalty: 63116.312500
Iteration 346Q: 21 clusters Score -4.291238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11219 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 24767 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46386 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 43777 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 6027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912412.000000 Penalty: 63116.312500
Iteration 347Q: 21 clusters Score -4.291241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11221 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 24764 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46386 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 43777 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912384.000000 Penalty: 63116.312500
Iteration 348Q: 21 clusters Score -4.291238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11227 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 24764 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46386 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 43773 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 6025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912348.000000 Penalty: 63116.312500
Iteration 349Q: 21 clusters Score -4.291235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11231 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97883 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 24761 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 43771 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912340.000000 Penalty: 63116.312500
Iteration 350Q: 21 clusters Score -4.291234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 11235 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97883 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 24761 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 43769 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912312.000000 Penalty: 63116.312500
Iteration 351Q: 21 clusters Score -4.291231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 11238 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97884 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19349 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 24761 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4495 members 
Mstep: Class 17 contains 43767 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912316.000000 Penalty: 63116.312500
Iteration 352Q: 21 clusters Score -4.291232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20927 members 
Mstep: Class 3 contains 11238 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24761 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 43766 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912320.000000 Penalty: 63116.312500
Iteration 353Q: 21 clusters Score -4.291232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20927 members 
Mstep: Class 3 contains 11238 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4495 members 
Mstep: Class 17 contains 43765 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912336.000000 Penalty: 63116.312500
Iteration 354Q: 21 clusters Score -4.291234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20927 members 
Mstep: Class 3 contains 11243 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4492 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912344.000000 Penalty: 63116.312500
Iteration 355Q: 21 clusters Score -4.291234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 11244 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4492 members 
Mstep: Class 17 contains 43762 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912352.000000 Penalty: 63116.312500
Iteration 356Q: 21 clusters Score -4.291235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 11246 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24763 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4492 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912328.000000 Penalty: 63116.312500
Iteration 357Q: 21 clusters Score -4.291233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 11247 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4492 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912328.000000 Penalty: 63116.312500
Iteration 358Q: 21 clusters Score -4.291233e+07 nChanged 2
Entering ConstructFrom: 
Score: -42912328.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -853677.250000 Penalty: 2189.757080
	Iteration 0F: 2 clusters Score -853677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -848010.062500 Penalty: 4379.514160
	Iteration 0F: 3 clusters Score -848010.1 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -849477.062500 Penalty: 4379.514160
	Iteration 1F: 3 clusters Score -849477.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -849730.000000 Penalty: 4379.514160
	Iteration 2F: 3 clusters Score -849730 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -849919.125000 Penalty: 4379.514160
	Iteration 3F: 3 clusters Score -849919.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -850046.625000 Penalty: 4379.514160
	Iteration 4Q: 3 clusters Score -850046.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -850167.250000 Penalty: 4379.514160
	Iteration 5Q: 3 clusters Score -850167.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -850273.437500 Penalty: 4379.514160
	Iteration 6Q: 3 clusters Score -850273.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -850378.062500 Penalty: 4379.514160
	Iteration 7Q: 3 clusters Score -850378.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -850485.375000 Penalty: 4379.514160
	Iteration 8Q: 3 clusters Score -850485.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -850578.812500 Penalty: 4379.514160
	Iteration 9Q: 3 clusters Score -850578.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -850667.125000 Penalty: 4379.514160
	Iteration 10Q: 3 clusters Score -850667.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -850768.562500 Penalty: 4379.514160
	Iteration 11Q: 3 clusters Score -850768.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -850891.875000 Penalty: 4379.514160
	Iteration 12Q: 3 clusters Score -850891.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -851038.937500 Penalty: 4379.514160
	Iteration 13Q: 3 clusters Score -851038.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -851200.250000 Penalty: 4379.514160
	Iteration 14Q: 3 clusters Score -851200.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -851354.562500 Penalty: 4379.514160
	Iteration 15Q: 3 clusters Score -851354.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -851507.875000 Penalty: 4379.514160
	Iteration 16Q: 3 clusters Score -851507.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -851630.187500 Penalty: 4379.514160
	Iteration 17Q: 3 clusters Score -851630.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -851726.937500 Penalty: 4379.514160
	Iteration 18Q: 3 clusters Score -851726.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -851794.562500 Penalty: 4379.514160
	Iteration 19Q: 3 clusters Score -851794.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -851834.187500 Penalty: 4379.514160
	Iteration 20F: 3 clusters Score -851834.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -851880.437500 Penalty: 4379.514160
	Iteration 21Q: 3 clusters Score -851880.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -851912.500000 Penalty: 4379.514160
	Iteration 22Q: 3 clusters Score -851912.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -851934.437500 Penalty: 4379.514160
	Iteration 23Q: 3 clusters Score -851934.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -851949.937500 Penalty: 4379.514160
	Iteration 24Q: 3 clusters Score -851949.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -851963.437500 Penalty: 4379.514160
	Iteration 25Q: 3 clusters Score -851963.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -851975.875000 Penalty: 4379.514160
	Iteration 26Q: 3 clusters Score -851975.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -851988.500000 Penalty: 4379.514160
	Iteration 27Q: 3 clusters Score -851988.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -851999.125000 Penalty: 4379.514160
	Iteration 28Q: 3 clusters Score -851999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -852004.812500 Penalty: 4379.514160
	Iteration 29Q: 3 clusters Score -852004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -852010.187500 Penalty: 4379.514160
	Iteration 30Q: 3 clusters Score -852010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -852015.250000 Penalty: 4379.514160
	Iteration 31Q: 3 clusters Score -852015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -852018.500000 Penalty: 4379.514160
	Iteration 32Q: 3 clusters Score -852018.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -852023.125000 Penalty: 4379.514160
	Iteration 33Q: 3 clusters Score -852023.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -852029.250000 Penalty: 4379.514160
	Iteration 34Q: 3 clusters Score -852029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -852034.812500 Penalty: 4379.514160
	Iteration 35Q: 3 clusters Score -852034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -852039.687500 Penalty: 4379.514160
	Iteration 36Q: 3 clusters Score -852039.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -852046.750000 Penalty: 4379.514160
	Iteration 37Q: 3 clusters Score -852046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -852052.812500 Penalty: 4379.514160
	Iteration 38Q: 3 clusters Score -852052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -852058.937500 Penalty: 4379.514160
	Iteration 39Q: 3 clusters Score -852058.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -852068.187500 Penalty: 4379.514160
	Iteration 40F: 3 clusters Score -852068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -852072.750000 Penalty: 4379.514160
	Iteration 41Q: 3 clusters Score -852072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -852079.375000 Penalty: 4379.514160
	Iteration 42Q: 3 clusters Score -852079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -852081.500000 Penalty: 4379.514160
	Iteration 43Q: 3 clusters Score -852081.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -852083.562500 Penalty: 4379.514160
	Iteration 44Q: 3 clusters Score -852083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -852084.187500 Penalty: 4379.514160
	Iteration 45Q: 3 clusters Score -852084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -852085.000000 Penalty: 4379.514160
	Iteration 46Q: 3 clusters Score -852085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -852085.687500 Penalty: 4379.514160
	Iteration 47Q: 3 clusters Score -852085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -852087.125000 Penalty: 4379.514160
	Iteration 48Q: 3 clusters Score -852087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -852090.500000 Penalty: 4379.514160
	Iteration 49Q: 3 clusters Score -852090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -852091.437500 Penalty: 4379.514160
	Iteration 50Q: 3 clusters Score -852091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -852091.437500 Penalty: 4379.514160
	Iteration 51Q: 3 clusters Score -852091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -852091.250000 Penalty: 4379.514160
	Iteration 52Q: 3 clusters Score -852091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -852091.312500 Penalty: 4379.514160
	Iteration 53Q: 3 clusters Score -852091.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -852092.437500 Penalty: 4379.514160
	Iteration 54Q: 3 clusters Score -852092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -852093.437500 Penalty: 4379.514160
	Iteration 55Q: 3 clusters Score -852093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -852094.250000 Penalty: 4379.514160
	Iteration 56Q: 3 clusters Score -852094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -852093.750000 Penalty: 4379.514160
	Iteration 57Q: 3 clusters Score -852093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -852093.750000 Penalty: 4379.514160
	Iteration 58F: 3 clusters Score -852093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Entering Unmasked Estep 
Score: -2734949.500000 Penalty: 2467.324951
	Iteration 0F: 2 clusters Score -2734950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2720370.000000 Penalty: 4934.649902
	Iteration 0F: 3 clusters Score -2720370 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2725353.750000 Penalty: 4934.649902
	Iteration 1F: 3 clusters Score -2725354 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2725881.750000 Penalty: 4934.649902
	Iteration 2F: 3 clusters Score -2725882 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2726416.500000 Penalty: 4934.649902
	Iteration 3F: 3 clusters Score -2726416 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2727052.000000 Penalty: 4934.649902
	Iteration 4F: 3 clusters Score -2727052 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2727722.750000 Penalty: 4934.649902
	Iteration 5F: 3 clusters Score -2727723 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2728414.000000 Penalty: 4934.649902
	Iteration 6F: 3 clusters Score -2728414 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2729082.500000 Penalty: 4934.649902
	Iteration 7F: 3 clusters Score -2729082 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2729737.750000 Penalty: 4934.649902
	Iteration 8F: 3 clusters Score -2729738 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2730304.000000 Penalty: 4934.649902
	Iteration 9Q: 3 clusters Score -2730304 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2730824.500000 Penalty: 4934.649902
	Iteration 10Q: 3 clusters Score -2730824 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2731245.000000 Penalty: 4934.649902
	Iteration 11Q: 3 clusters Score -2731245 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2731537.750000 Penalty: 4934.649902
	Iteration 12Q: 3 clusters Score -2731538 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2731724.250000 Penalty: 4934.649902
	Iteration 13Q: 3 clusters Score -2731724 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2731900.500000 Penalty: 4934.649902
	Iteration 14Q: 3 clusters Score -2731900 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2732006.500000 Penalty: 4934.649902
	Iteration 15Q: 3 clusters Score -2732006 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2732128.750000 Penalty: 4934.649902
	Iteration 16Q: 3 clusters Score -2732129 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2732204.750000 Penalty: 4934.649902
	Iteration 17Q: 3 clusters Score -2732205 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2732282.750000 Penalty: 4934.649902
	Iteration 18Q: 3 clusters Score -2732283 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2732326.750000 Penalty: 4934.649902
	Iteration 19Q: 3 clusters Score -2732327 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2732353.750000 Penalty: 4934.649902
	Iteration 20F: 3 clusters Score -2732354 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2732405.750000 Penalty: 4934.649902
	Iteration 21Q: 3 clusters Score -2732406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2732441.500000 Penalty: 4934.649902
	Iteration 22Q: 3 clusters Score -2732442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2732461.750000 Penalty: 4934.649902
	Iteration 23Q: 3 clusters Score -2732462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2732496.500000 Penalty: 4934.649902
	Iteration 24Q: 3 clusters Score -2732496 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2732518.250000 Penalty: 4934.649902
	Iteration 25Q: 3 clusters Score -2732518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2732535.750000 Penalty: 4934.649902
	Iteration 26Q: 3 clusters Score -2732536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2732556.500000 Penalty: 4934.649902
	Iteration 27Q: 3 clusters Score -2732556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2732574.750000 Penalty: 4934.649902
	Iteration 28Q: 3 clusters Score -2732575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2732594.000000 Penalty: 4934.649902
	Iteration 29Q: 3 clusters Score -2732594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2732602.500000 Penalty: 4934.649902
	Iteration 30Q: 3 clusters Score -2732602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2732606.500000 Penalty: 4934.649902
	Iteration 31Q: 3 clusters Score -2732606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2732606.250000 Penalty: 4934.649902
	Iteration 32Q: 3 clusters Score -2732606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2732612.250000 Penalty: 4934.649902
	Iteration 33Q: 3 clusters Score -2732612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2732623.750000 Penalty: 4934.649902
	Iteration 34Q: 3 clusters Score -2732624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2732623.500000 Penalty: 4934.649902
	Iteration 35Q: 3 clusters Score -2732624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2732627.750000 Penalty: 4934.649902
	Iteration 36Q: 3 clusters Score -2732628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2732629.000000 Penalty: 4934.649902
	Iteration 37Q: 3 clusters Score -2732629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2732637.750000 Penalty: 4934.649902
	Iteration 38Q: 3 clusters Score -2732638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2732643.000000 Penalty: 4934.649902
	Iteration 39Q: 3 clusters Score -2732643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2732657.500000 Penalty: 4934.649902
	Iteration 40F: 3 clusters Score -2732658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2732662.500000 Penalty: 4934.649902
	Iteration 41Q: 3 clusters Score -2732662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2732670.250000 Penalty: 4934.649902
	Iteration 42Q: 3 clusters Score -2732670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2732658.250000 Penalty: 4934.649902
	Iteration 43Q: 3 clusters Score -2732658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2732673.250000 Penalty: 4934.649902
	Iteration 44Q: 3 clusters Score -2732673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2732674.250000 Penalty: 4934.649902
	Iteration 45Q: 3 clusters Score -2732674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2732679.750000 Penalty: 4934.649902
	Iteration 46Q: 3 clusters Score -2732680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2732681.000000 Penalty: 4934.649902
	Iteration 47Q: 3 clusters Score -2732681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2732684.000000 Penalty: 4934.649902
	Iteration 48Q: 3 clusters Score -2732684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2732685.250000 Penalty: 4934.649902
	Iteration 49Q: 3 clusters Score -2732685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2732690.500000 Penalty: 4934.649902
	Iteration 50Q: 3 clusters Score -2732690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2732689.500000 Penalty: 4934.649902
	Iteration 51Q: 3 clusters Score -2732690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2732692.500000 Penalty: 4934.649902
	Iteration 52Q: 3 clusters Score -2732692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2732696.000000 Penalty: 4934.649902
	Iteration 53Q: 3 clusters Score -2732696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2732689.750000 Penalty: 4934.649902
	Iteration 54Q: 3 clusters Score -2732690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2732688.250000 Penalty: 4934.649902
	Iteration 55Q: 3 clusters Score -2732688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2732697.500000 Penalty: 4934.649902
	Iteration 56Q: 3 clusters Score -2732698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2732696.000000 Penalty: 4934.649902
	Iteration 57Q: 3 clusters Score -2732696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2732691.250000 Penalty: 4934.649902
	Iteration 58Q: 3 clusters Score -2732691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2732693.250000 Penalty: 4934.649902
	Iteration 59Q: 3 clusters Score -2732693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2732698.500000 Penalty: 4934.649902
	Iteration 60F: 3 clusters Score -2732698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2732699.500000 Penalty: 4934.649902
	Iteration 61Q: 3 clusters Score -2732700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2732694.250000 Penalty: 4934.649902
	Iteration 62Q: 3 clusters Score -2732694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2732695.750000 Penalty: 4934.649902
	Iteration 63Q: 3 clusters Score -2732696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2732701.000000 Penalty: 4934.649902
	Iteration 64Q: 3 clusters Score -2732701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2732706.250000 Penalty: 4934.649902
	Iteration 65Q: 3 clusters Score -2732706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2732699.250000 Penalty: 4934.649902
	Iteration 66Q: 3 clusters Score -2732699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2732705.750000 Penalty: 4934.649902
	Iteration 67Q: 3 clusters Score -2732706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2732710.750000 Penalty: 4934.649902
	Iteration 68Q: 3 clusters Score -2732711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2732710.250000 Penalty: 4934.649902
	Iteration 69Q: 3 clusters Score -2732710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2732709.500000 Penalty: 4934.649902
	Iteration 70Q: 3 clusters Score -2732710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2732708.750000 Penalty: 4934.649902
	Iteration 71Q: 3 clusters Score -2732709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2732715.750000 Penalty: 4934.649902
	Iteration 72Q: 3 clusters Score -2732716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2732718.000000 Penalty: 4934.649902
	Iteration 73Q: 3 clusters Score -2732718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2732712.250000 Penalty: 4934.649902
	Iteration 74Q: 3 clusters Score -2732712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2732720.500000 Penalty: 4934.649902
	Iteration 75Q: 3 clusters Score -2732720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2732721.000000 Penalty: 4934.649902
	Iteration 76Q: 3 clusters Score -2732721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2732722.000000 Penalty: 4934.649902
	Iteration 77Q: 3 clusters Score -2732722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2732726.000000 Penalty: 4934.649902
	Iteration 78Q: 3 clusters Score -2732726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2732728.250000 Penalty: 4934.649902
	Iteration 79Q: 3 clusters Score -2732728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2732733.500000 Penalty: 4934.649902
	Iteration 80F: 3 clusters Score -2732734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2732735.500000 Penalty: 4934.649902
	Iteration 81Q: 3 clusters Score -2732736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2732733.000000 Penalty: 4934.649902
	Iteration 82Q: 3 clusters Score -2732733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2732742.250000 Penalty: 4934.649902
	Iteration 83Q: 3 clusters Score -2732742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2732749.750000 Penalty: 4934.649902
	Iteration 84Q: 3 clusters Score -2732750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2732761.250000 Penalty: 4934.649902
	Iteration 85Q: 3 clusters Score -2732761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2732766.500000 Penalty: 4934.649902
	Iteration 86Q: 3 clusters Score -2732766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2732781.250000 Penalty: 4934.649902
	Iteration 87Q: 3 clusters Score -2732781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2732787.250000 Penalty: 4934.649902
	Iteration 88Q: 3 clusters Score -2732787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2732789.250000 Penalty: 4934.649902
	Iteration 89Q: 3 clusters Score -2732789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2732803.000000 Penalty: 4934.649902
	Iteration 90Q: 3 clusters Score -2732803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2732810.750000 Penalty: 4934.649902
	Iteration 91Q: 3 clusters Score -2732811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2732808.500000 Penalty: 4934.649902
	Iteration 92Q: 3 clusters Score -2732808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2732809.250000 Penalty: 4934.649902
	Iteration 93Q: 3 clusters Score -2732809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2732810.500000 Penalty: 4934.649902
	Iteration 94Q: 3 clusters Score -2732810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2732813.500000 Penalty: 4934.649902
	Iteration 95Q: 3 clusters Score -2732814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2732816.500000 Penalty: 4934.649902
	Iteration 96Q: 3 clusters Score -2732816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2732816.500000 Penalty: 4934.649902
	Iteration 97Q: 3 clusters Score -2732816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2732814.750000 Penalty: 4934.649902
	Iteration 98Q: 3 clusters Score -2732815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2732817.750000 Penalty: 4934.649902
	Iteration 99Q: 3 clusters Score -2732818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2732821.250000 Penalty: 4934.649902
	Iteration 100F: 3 clusters Score -2732821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2732818.250000 Penalty: 4934.649902
	Iteration 101Q: 3 clusters Score -2732818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2732818.750000 Penalty: 4934.649902
	Iteration 102Q: 3 clusters Score -2732819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2732815.500000 Penalty: 4934.649902
	Iteration 103Q: 3 clusters Score -2732816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2732821.250000 Penalty: 4934.649902
	Iteration 104Q: 3 clusters Score -2732821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2732824.500000 Penalty: 4934.649902
	Iteration 105Q: 3 clusters Score -2732824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2732821.250000 Penalty: 4934.649902
	Iteration 106Q: 3 clusters Score -2732821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2732819.500000 Penalty: 4934.649902
	Iteration 107Q: 3 clusters Score -2732820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2732829.250000 Penalty: 4934.649902
	Iteration 108Q: 3 clusters Score -2732829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2732831.750000 Penalty: 4934.649902
	Iteration 109Q: 3 clusters Score -2732832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2732833.000000 Penalty: 4934.649902
	Iteration 110Q: 3 clusters Score -2732833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2732833.750000 Penalty: 4934.649902
	Iteration 111Q: 3 clusters Score -2732834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2732837.000000 Penalty: 4934.649902
	Iteration 112Q: 3 clusters Score -2732837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2732835.500000 Penalty: 4934.649902
	Iteration 113Q: 3 clusters Score -2732836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2732839.000000 Penalty: 4934.649902
	Iteration 114Q: 3 clusters Score -2732839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2732836.500000 Penalty: 4934.649902
	Iteration 115Q: 3 clusters Score -2732836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2732839.500000 Penalty: 4934.649902
	Iteration 116Q: 3 clusters Score -2732840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2732834.000000 Penalty: 4934.649902
	Iteration 117Q: 3 clusters Score -2732834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2732837.250000 Penalty: 4934.649902
	Iteration 118Q: 3 clusters Score -2732837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2732841.250000 Penalty: 4934.649902
	Iteration 119Q: 3 clusters Score -2732841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2732837.000000 Penalty: 4934.649902
	Iteration 120F: 3 clusters Score -2732837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2732839.500000 Penalty: 4934.649902
	Iteration 121Q: 3 clusters Score -2732840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2732837.250000 Penalty: 4934.649902
	Iteration 122Q: 3 clusters Score -2732837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2732844.500000 Penalty: 4934.649902
	Iteration 123Q: 3 clusters Score -2732844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2732841.250000 Penalty: 4934.649902
	Iteration 124Q: 3 clusters Score -2732841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2732838.750000 Penalty: 4934.649902
	Iteration 125Q: 3 clusters Score -2732839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2732836.000000 Penalty: 4934.649902
	Iteration 126Q: 3 clusters Score -2732836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2732836.000000 Penalty: 4934.649902
	Iteration 127F: 3 clusters Score -2732836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Entering Unmasked Estep 
Score: -1467394.750000 Penalty: 2313.308594
	Iteration 0F: 2 clusters Score -1467395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1458876.125000 Penalty: 4626.617188
	Iteration 0F: 3 clusters Score -1458876 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1461347.250000 Penalty: 4626.617188
	Iteration 1F: 3 clusters Score -1461347 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1461720.375000 Penalty: 4626.617188
	Iteration 2F: 3 clusters Score -1461720 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1461999.500000 Penalty: 4626.617188
	Iteration 3F: 3 clusters Score -1462000 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1462259.875000 Penalty: 4626.617188
	Iteration 4Q: 3 clusters Score -1462260 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1462512.000000 Penalty: 4626.617188
	Iteration 5Q: 3 clusters Score -1462512 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1462761.875000 Penalty: 4626.617188
	Iteration 6Q: 3 clusters Score -1462762 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1463023.500000 Penalty: 4626.617188
	Iteration 7Q: 3 clusters Score -1463024 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1463321.875000 Penalty: 4626.617188
	Iteration 8Q: 3 clusters Score -1463322 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1463652.000000 Penalty: 4626.617188
	Iteration 9Q: 3 clusters Score -1463652 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1463988.625000 Penalty: 4626.617188
	Iteration 10Q: 3 clusters Score -1463989 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1464313.625000 Penalty: 4626.617188
	Iteration 11Q: 3 clusters Score -1464314 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1464571.125000 Penalty: 4626.617188
	Iteration 12Q: 3 clusters Score -1464571 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1464783.125000 Penalty: 4626.617188
	Iteration 13Q: 3 clusters Score -1464783 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1464922.750000 Penalty: 4626.617188
	Iteration 14Q: 3 clusters Score -1464923 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1465028.375000 Penalty: 4626.617188
	Iteration 15Q: 3 clusters Score -1465028 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1465118.500000 Penalty: 4626.617188
	Iteration 16Q: 3 clusters Score -1465118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1465175.625000 Penalty: 4626.617188
	Iteration 17Q: 3 clusters Score -1465176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1465216.000000 Penalty: 4626.617188
	Iteration 18Q: 3 clusters Score -1465216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1465250.625000 Penalty: 4626.617188
	Iteration 19Q: 3 clusters Score -1465251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1465270.875000 Penalty: 4626.617188
	Iteration 20F: 3 clusters Score -1465271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1465294.625000 Penalty: 4626.617188
	Iteration 21Q: 3 clusters Score -1465295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1465308.375000 Penalty: 4626.617188
	Iteration 22Q: 3 clusters Score -1465308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1465319.875000 Penalty: 4626.617188
	Iteration 23Q: 3 clusters Score -1465320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1465332.500000 Penalty: 4626.617188
	Iteration 24Q: 3 clusters Score -1465332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1465353.250000 Penalty: 4626.617188
	Iteration 25Q: 3 clusters Score -1465353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1465366.750000 Penalty: 4626.617188
	Iteration 26Q: 3 clusters Score -1465367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1465378.500000 Penalty: 4626.617188
	Iteration 27Q: 3 clusters Score -1465378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1465381.250000 Penalty: 4626.617188
	Iteration 28Q: 3 clusters Score -1465381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1465388.750000 Penalty: 4626.617188
	Iteration 29Q: 3 clusters Score -1465389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1465397.125000 Penalty: 4626.617188
	Iteration 30Q: 3 clusters Score -1465397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1465408.250000 Penalty: 4626.617188
	Iteration 31Q: 3 clusters Score -1465408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1465415.500000 Penalty: 4626.617188
	Iteration 32Q: 3 clusters Score -1465416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1465424.125000 Penalty: 4626.617188
	Iteration 33Q: 3 clusters Score -1465424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1465426.750000 Penalty: 4626.617188
	Iteration 34Q: 3 clusters Score -1465427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1465433.375000 Penalty: 4626.617188
	Iteration 35Q: 3 clusters Score -1465433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1465436.875000 Penalty: 4626.617188
	Iteration 36Q: 3 clusters Score -1465437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1465438.750000 Penalty: 4626.617188
	Iteration 37Q: 3 clusters Score -1465439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1465442.125000 Penalty: 4626.617188
	Iteration 38Q: 3 clusters Score -1465442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1465448.375000 Penalty: 4626.617188
	Iteration 39Q: 3 clusters Score -1465448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1465451.250000 Penalty: 4626.617188
	Iteration 40F: 3 clusters Score -1465451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1465452.625000 Penalty: 4626.617188
	Iteration 41Q: 3 clusters Score -1465453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1465456.500000 Penalty: 4626.617188
	Iteration 42Q: 3 clusters Score -1465456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1465456.500000 Penalty: 4626.617188
	Iteration 43F: 3 clusters Score -1465456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1310599.875000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1310600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1302874.750000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1302875 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1305122.125000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1305122 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1305436.750000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1305437 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1305671.625000 Penalty: 4572.231934
	Iteration 3F: 3 clusters Score -1305672 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1305879.125000 Penalty: 4572.231934
	Iteration 4Q: 3 clusters Score -1305879 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1306079.125000 Penalty: 4572.231934
	Iteration 5Q: 3 clusters Score -1306079 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1306250.375000 Penalty: 4572.231934
	Iteration 6Q: 3 clusters Score -1306250 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1306400.250000 Penalty: 4572.231934
	Iteration 7Q: 3 clusters Score -1306400 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1306543.875000 Penalty: 4572.231934
	Iteration 8Q: 3 clusters Score -1306544 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1306708.750000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1306709 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1306895.375000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1306895 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1307120.375000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1307120 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1307410.625000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1307411 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1307759.250000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1307759 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1308169.125000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1308169 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1308556.875000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1308557 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1308809.750000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1308810 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1308945.750000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1308946 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1309011.750000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1309012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1309046.750000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1309047 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1309069.625000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1309070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1309079.875000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1309080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1309091.750000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1309092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1309096.250000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1309096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1309103.625000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1309104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1309114.625000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1309115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1309116.000000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1309116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1309123.750000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1309124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1309126.375000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1309126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1309132.125000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1309132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1309130.625000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1309131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1309132.125000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -1309132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1309133.500000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -1309134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1309133.500000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -1309134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1309134.750000 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -1309135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1309138.250000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -1309138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1309140.250000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -1309140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1309143.000000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -1309143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1309142.000000 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -1309142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1309140.875000 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -1309141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1309140.250000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -1309140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1309141.500000 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -1309142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1309143.375000 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -1309143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1309143.375000 Penalty: 4572.231934
	Iteration 43F: 3 clusters Score -1309143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Entering Unmasked Estep 
Score: -12874119.000000 Penalty: 2849.909180
	Iteration 0F: 2 clusters Score -1.287412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -12808810.000000 Penalty: 5699.818359
	Iteration 0F: 3 clusters Score -1.280881e+07 nChanged 46347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -12834716.000000 Penalty: 5699.818359
	Iteration 1F: 3 clusters Score -1.283472e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -12835667.000000 Penalty: 5699.818359
	Iteration 2Q: 3 clusters Score -1.283567e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -12836963.000000 Penalty: 5699.818359
	Iteration 3Q: 3 clusters Score -1.283696e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -12838863.000000 Penalty: 5699.818359
	Iteration 4Q: 3 clusters Score -1.283886e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -12842262.000000 Penalty: 5699.818359
	Iteration 5F: 3 clusters Score -1.284226e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -12847535.000000 Penalty: 5699.818359
	Iteration 6F: 3 clusters Score -1.284754e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -12854698.000000 Penalty: 5699.818359
	Iteration 7F: 3 clusters Score -1.28547e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -12862091.000000 Penalty: 5699.818359
	Iteration 8F: 3 clusters Score -1.286209e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -12867259.000000 Penalty: 5699.818359
	Iteration 9F: 3 clusters Score -1.286726e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -12869792.000000 Penalty: 5699.818359
	Iteration 10Q: 3 clusters Score -1.286979e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -12870853.000000 Penalty: 5699.818359
	Iteration 11Q: 3 clusters Score -1.287085e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -12871260.000000 Penalty: 5699.818359
	Iteration 12Q: 3 clusters Score -1.287126e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -12871426.000000 Penalty: 5699.818359
	Iteration 13Q: 3 clusters Score -1.287143e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -12871496.000000 Penalty: 5699.818359
	Iteration 14Q: 3 clusters Score -1.28715e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 97529 members 
Entering Unmasked Estep 
Score: -12871559.000000 Penalty: 5699.818359
	Iteration 15Q: 3 clusters Score -1.287156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -12871573.000000 Penalty: 5699.818359
	Iteration 16Q: 3 clusters Score -1.287157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -12871597.000000 Penalty: 5699.818359
	Iteration 17Q: 3 clusters Score -1.28716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
Score: -12871605.000000 Penalty: 5699.818359
	Iteration 18Q: 3 clusters Score -1.28716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
Score: -12871616.000000 Penalty: 5699.818359
	Iteration 19Q: 3 clusters Score -1.287162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 97570 members 
Entering Unmasked Estep 
Score: -12871625.000000 Penalty: 5699.818359
	Iteration 20F: 3 clusters Score -1.287162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -12871629.000000 Penalty: 5699.818359
	Iteration 21Q: 3 clusters Score -1.287163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -12871631.000000 Penalty: 5699.818359
	Iteration 22Q: 3 clusters Score -1.287163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -12871639.000000 Penalty: 5699.818359
	Iteration 23Q: 3 clusters Score -1.287164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -12871641.000000 Penalty: 5699.818359
	Iteration 24Q: 3 clusters Score -1.287164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -12871645.000000 Penalty: 5699.818359
	Iteration 25Q: 3 clusters Score -1.287164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -12871645.000000 Penalty: 5699.818359
	Iteration 26F: 3 clusters Score -1.287164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Entering Unmasked Estep 
Score: -1701880.000000 Penalty: 2347.699951
	Iteration 0F: 2 clusters Score -1701880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1692299.125000 Penalty: 4695.399902
	Iteration 0F: 3 clusters Score -1692299 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1695392.125000 Penalty: 4695.399902
	Iteration 1F: 3 clusters Score -1695392 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1695804.000000 Penalty: 4695.399902
	Iteration 2F: 3 clusters Score -1695804 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1696093.750000 Penalty: 4695.399902
	Iteration 3F: 3 clusters Score -1696094 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1696345.875000 Penalty: 4695.399902
	Iteration 4Q: 3 clusters Score -1696346 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1696546.000000 Penalty: 4695.399902
	Iteration 5Q: 3 clusters Score -1696546 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1696697.500000 Penalty: 4695.399902
	Iteration 6Q: 3 clusters Score -1696698 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1696873.625000 Penalty: 4695.399902
	Iteration 7Q: 3 clusters Score -1696874 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1697087.625000 Penalty: 4695.399902
	Iteration 8Q: 3 clusters Score -1697088 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1697353.875000 Penalty: 4695.399902
	Iteration 9Q: 3 clusters Score -1697354 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1697672.250000 Penalty: 4695.399902
	Iteration 10Q: 3 clusters Score -1697672 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1698011.500000 Penalty: 4695.399902
	Iteration 11Q: 3 clusters Score -1698012 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1698342.625000 Penalty: 4695.399902
	Iteration 12Q: 3 clusters Score -1698343 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1698667.125000 Penalty: 4695.399902
	Iteration 13Q: 3 clusters Score -1698667 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1698987.375000 Penalty: 4695.399902
	Iteration 14Q: 3 clusters Score -1698987 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1699259.875000 Penalty: 4695.399902
	Iteration 15Q: 3 clusters Score -1699260 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1699463.000000 Penalty: 4695.399902
	Iteration 16Q: 3 clusters Score -1699463 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1699604.500000 Penalty: 4695.399902
	Iteration 17Q: 3 clusters Score -1699604 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1699704.250000 Penalty: 4695.399902
	Iteration 18Q: 3 clusters Score -1699704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1699773.000000 Penalty: 4695.399902
	Iteration 19Q: 3 clusters Score -1699773 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1699826.750000 Penalty: 4695.399902
	Iteration 20F: 3 clusters Score -1699827 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1699867.875000 Penalty: 4695.399902
	Iteration 21Q: 3 clusters Score -1699868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1699902.125000 Penalty: 4695.399902
	Iteration 22Q: 3 clusters Score -1699902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1699929.125000 Penalty: 4695.399902
	Iteration 23Q: 3 clusters Score -1699929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1699950.875000 Penalty: 4695.399902
	Iteration 24Q: 3 clusters Score -1699951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1699972.500000 Penalty: 4695.399902
	Iteration 25Q: 3 clusters Score -1699972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1699985.375000 Penalty: 4695.399902
	Iteration 26Q: 3 clusters Score -1699985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1699993.375000 Penalty: 4695.399902
	Iteration 27Q: 3 clusters Score -1699993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1699997.000000 Penalty: 4695.399902
	Iteration 28Q: 3 clusters Score -1699997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1700004.250000 Penalty: 4695.399902
	Iteration 29Q: 3 clusters Score -1700004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1700011.875000 Penalty: 4695.399902
	Iteration 30Q: 3 clusters Score -1700012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1700013.875000 Penalty: 4695.399902
	Iteration 31Q: 3 clusters Score -1700014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1700019.625000 Penalty: 4695.399902
	Iteration 32Q: 3 clusters Score -1700020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1700021.250000 Penalty: 4695.399902
	Iteration 33Q: 3 clusters Score -1700021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1700020.000000 Penalty: 4695.399902
	Iteration 34Q: 3 clusters Score -1700020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1700019.375000 Penalty: 4695.399902
	Iteration 35Q: 3 clusters Score -1700019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1700021.125000 Penalty: 4695.399902
	Iteration 36Q: 3 clusters Score -1700021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1700020.000000 Penalty: 4695.399902
	Iteration 37Q: 3 clusters Score -1700020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1700021.875000 Penalty: 4695.399902
	Iteration 38Q: 3 clusters Score -1700022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1700022.750000 Penalty: 4695.399902
	Iteration 39Q: 3 clusters Score -1700023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1700022.750000 Penalty: 4695.399902
	Iteration 40F: 3 clusters Score -1700023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Entering Unmasked Estep 
Score: -2497677.750000 Penalty: 2447.845459
	Iteration 0F: 2 clusters Score -2497678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2484135.250000 Penalty: 4895.690918
	Iteration 0F: 3 clusters Score -2484135 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2488653.500000 Penalty: 4895.690918
	Iteration 1F: 3 clusters Score -2488654 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2489202.500000 Penalty: 4895.690918
	Iteration 2F: 3 clusters Score -2489202 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2489733.250000 Penalty: 4895.690918
	Iteration 3F: 3 clusters Score -2489733 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2490322.000000 Penalty: 4895.690918
	Iteration 4F: 3 clusters Score -2490322 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2491040.250000 Penalty: 4895.690918
	Iteration 5F: 3 clusters Score -2491040 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2491917.750000 Penalty: 4895.690918
	Iteration 6F: 3 clusters Score -2491918 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2492807.750000 Penalty: 4895.690918
	Iteration 7F: 3 clusters Score -2492808 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2493666.750000 Penalty: 4895.690918
	Iteration 8F: 3 clusters Score -2493667 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2494441.000000 Penalty: 4895.690918
	Iteration 9Q: 3 clusters Score -2494441 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2495074.750000 Penalty: 4895.690918
	Iteration 10Q: 3 clusters Score -2495075 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2495629.000000 Penalty: 4895.690918
	Iteration 11Q: 3 clusters Score -2495629 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2496153.000000 Penalty: 4895.690918
	Iteration 12Q: 3 clusters Score -2496153 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2496643.250000 Penalty: 4895.690918
	Iteration 13Q: 3 clusters Score -2496643 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2497095.750000 Penalty: 4895.690918
	Iteration 14Q: 3 clusters Score -2497096 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2497495.500000 Penalty: 4895.690918
	Iteration 15Q: 3 clusters Score -2497496 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2497738.750000 Penalty: 4895.690918
	Iteration 16Q: 3 clusters Score -2497739 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2497867.000000 Penalty: 4895.690918
	Iteration 17Q: 3 clusters Score -2497867 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2497939.500000 Penalty: 4895.690918
	Iteration 18Q: 3 clusters Score -2497940 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2497981.000000 Penalty: 4895.690918
	Iteration 19Q: 3 clusters Score -2497981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2498014.250000 Penalty: 4895.690918
	Iteration 20F: 3 clusters Score -2498014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2498028.750000 Penalty: 4895.690918
	Iteration 21Q: 3 clusters Score -2498029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2498044.750000 Penalty: 4895.690918
	Iteration 22Q: 3 clusters Score -2498045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2498054.000000 Penalty: 4895.690918
	Iteration 23Q: 3 clusters Score -2498054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2498061.500000 Penalty: 4895.690918
	Iteration 24Q: 3 clusters Score -2498062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2498058.500000 Penalty: 4895.690918
	Iteration 25Q: 3 clusters Score -2498058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2498061.750000 Penalty: 4895.690918
	Iteration 26Q: 3 clusters Score -2498062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2498063.750000 Penalty: 4895.690918
	Iteration 27Q: 3 clusters Score -2498064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2498057.500000 Penalty: 4895.690918
	Iteration 28Q: 3 clusters Score -2498058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2498063.750000 Penalty: 4895.690918
	Iteration 29Q: 3 clusters Score -2498064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2498068.250000 Penalty: 4895.690918
	Iteration 30Q: 3 clusters Score -2498068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2498066.000000 Penalty: 4895.690918
	Iteration 31Q: 3 clusters Score -2498066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2498062.750000 Penalty: 4895.690918
	Iteration 32Q: 3 clusters Score -2498063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2498064.500000 Penalty: 4895.690918
	Iteration 33Q: 3 clusters Score -2498064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2498064.500000 Penalty: 4895.690918
	Iteration 34F: 3 clusters Score -2498064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11247 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 1402 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 14261 members 
Entering Unmasked Estep 
Score: -42912168.000000 Penalty: 66272.132812
Splitting cluster 7 changes total score from -42912328.000000 to -42912168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -699945.750000 Penalty: 2150.479004
	Iteration 0F: 2 clusters Score -699945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -694871.812500 Penalty: 4300.958008
	Iteration 0F: 3 clusters Score -694871.8 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -696208.250000 Penalty: 4300.958008
	Iteration 1F: 3 clusters Score -696208.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -696597.375000 Penalty: 4300.958008
	Iteration 2F: 3 clusters Score -696597.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -696871.812500 Penalty: 4300.958008
	Iteration 3F: 3 clusters Score -696871.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -697094.062500 Penalty: 4300.958008
	Iteration 4F: 3 clusters Score -697094.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -697259.625000 Penalty: 4300.958008
	Iteration 5Q: 3 clusters Score -697259.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -697403.625000 Penalty: 4300.958008
	Iteration 6Q: 3 clusters Score -697403.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -697510.437500 Penalty: 4300.958008
	Iteration 7Q: 3 clusters Score -697510.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -697582.812500 Penalty: 4300.958008
	Iteration 8Q: 3 clusters Score -697582.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -697646.437500 Penalty: 4300.958008
	Iteration 9Q: 3 clusters Score -697646.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -697701.812500 Penalty: 4300.958008
	Iteration 10Q: 3 clusters Score -697701.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -697743.625000 Penalty: 4300.958008
	Iteration 11Q: 3 clusters Score -697743.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -697775.750000 Penalty: 4300.958008
	Iteration 12Q: 3 clusters Score -697775.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -697804.375000 Penalty: 4300.958008
	Iteration 13Q: 3 clusters Score -697804.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -697827.750000 Penalty: 4300.958008
	Iteration 14Q: 3 clusters Score -697827.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -697849.312500 Penalty: 4300.958008
	Iteration 15Q: 3 clusters Score -697849.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -697860.625000 Penalty: 4300.958008
	Iteration 16Q: 3 clusters Score -697860.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -697867.687500 Penalty: 4300.958008
	Iteration 17Q: 3 clusters Score -697867.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -697872.500000 Penalty: 4300.958008
	Iteration 18Q: 3 clusters Score -697872.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -697880.437500 Penalty: 4300.958008
	Iteration 19Q: 3 clusters Score -697880.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -697893.125000 Penalty: 4300.958008
	Iteration 20F: 3 clusters Score -697893.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -697905.562500 Penalty: 4300.958008
	Iteration 21Q: 3 clusters Score -697905.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -697917.625000 Penalty: 4300.958008
	Iteration 22Q: 3 clusters Score -697917.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -697924.687500 Penalty: 4300.958008
	Iteration 23Q: 3 clusters Score -697924.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -697933.812500 Penalty: 4300.958008
	Iteration 24Q: 3 clusters Score -697933.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -697945.062500 Penalty: 4300.958008
	Iteration 25Q: 3 clusters Score -697945.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -697951.437500 Penalty: 4300.958008
	Iteration 26Q: 3 clusters Score -697951.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -697954.812500 Penalty: 4300.958008
	Iteration 27Q: 3 clusters Score -697954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -697959.375000 Penalty: 4300.958008
	Iteration 28Q: 3 clusters Score -697959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -697961.750000 Penalty: 4300.958008
	Iteration 29Q: 3 clusters Score -697961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -697963.750000 Penalty: 4300.958008
	Iteration 30Q: 3 clusters Score -697963.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -697969.500000 Penalty: 4300.958008
	Iteration 31Q: 3 clusters Score -697969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -697969.000000 Penalty: 4300.958008
	Iteration 32Q: 3 clusters Score -697969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -697971.312500 Penalty: 4300.958008
	Iteration 33Q: 3 clusters Score -697971.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -697973.937500 Penalty: 4300.958008
	Iteration 34Q: 3 clusters Score -697973.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -697978.437500 Penalty: 4300.958008
	Iteration 35Q: 3 clusters Score -697978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -697978.812500 Penalty: 4300.958008
	Iteration 36Q: 3 clusters Score -697978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -697979.812500 Penalty: 4300.958008
	Iteration 37Q: 3 clusters Score -697979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -697979.937500 Penalty: 4300.958008
	Iteration 38Q: 3 clusters Score -697979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -697981.000000 Penalty: 4300.958008
	Iteration 39Q: 3 clusters Score -697981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -697980.625000 Penalty: 4300.958008
	Iteration 40F: 3 clusters Score -697980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Entering Unmasked Estep 
Score: -3073338.250000 Penalty: 2509.032227
	Iteration 0F: 2 clusters Score -3073338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3056234.250000 Penalty: 5018.064453
	Iteration 0F: 3 clusters Score -3056234 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3062286.500000 Penalty: 5018.064453
	Iteration 1F: 3 clusters Score -3062286 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3062823.750000 Penalty: 5018.064453
	Iteration 2F: 3 clusters Score -3062824 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3063256.750000 Penalty: 5018.064453
	Iteration 3Q: 3 clusters Score -3063257 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3063721.500000 Penalty: 5018.064453
	Iteration 4Q: 3 clusters Score -3063722 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3064265.000000 Penalty: 5018.064453
	Iteration 5Q: 3 clusters Score -3064265 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3064965.500000 Penalty: 5018.064453
	Iteration 6Q: 3 clusters Score -3064966 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3065679.250000 Penalty: 5018.064453
	Iteration 7F: 3 clusters Score -3065679 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3066455.750000 Penalty: 5018.064453
	Iteration 8F: 3 clusters Score -3066456 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3067208.000000 Penalty: 5018.064453
	Iteration 9Q: 3 clusters Score -3067208 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3067974.750000 Penalty: 5018.064453
	Iteration 10Q: 3 clusters Score -3067975 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3068676.250000 Penalty: 5018.064453
	Iteration 11Q: 3 clusters Score -3068676 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3069213.500000 Penalty: 5018.064453
	Iteration 12Q: 3 clusters Score -3069214 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3069625.750000 Penalty: 5018.064453
	Iteration 13Q: 3 clusters Score -3069626 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3069935.500000 Penalty: 5018.064453
	Iteration 14Q: 3 clusters Score -3069936 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3070123.750000 Penalty: 5018.064453
	Iteration 15Q: 3 clusters Score -3070124 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3070271.500000 Penalty: 5018.064453
	Iteration 16Q: 3 clusters Score -3070272 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3070354.000000 Penalty: 5018.064453
	Iteration 17Q: 3 clusters Score -3070354 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3070446.500000 Penalty: 5018.064453
	Iteration 18Q: 3 clusters Score -3070446 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3070507.000000 Penalty: 5018.064453
	Iteration 19Q: 3 clusters Score -3070507 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3070570.500000 Penalty: 5018.064453
	Iteration 20F: 3 clusters Score -3070570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3070612.000000 Penalty: 5018.064453
	Iteration 21Q: 3 clusters Score -3070612 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3070653.250000 Penalty: 5018.064453
	Iteration 22Q: 3 clusters Score -3070653 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3070693.750000 Penalty: 5018.064453
	Iteration 23Q: 3 clusters Score -3070694 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3070720.250000 Penalty: 5018.064453
	Iteration 24Q: 3 clusters Score -3070720 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3070751.250000 Penalty: 5018.064453
	Iteration 25Q: 3 clusters Score -3070751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3070778.750000 Penalty: 5018.064453
	Iteration 26Q: 3 clusters Score -3070779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3070800.000000 Penalty: 5018.064453
	Iteration 27Q: 3 clusters Score -3070800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3070819.250000 Penalty: 5018.064453
	Iteration 28Q: 3 clusters Score -3070819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3070840.500000 Penalty: 5018.064453
	Iteration 29Q: 3 clusters Score -3070840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3070857.500000 Penalty: 5018.064453
	Iteration 30Q: 3 clusters Score -3070858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3070858.500000 Penalty: 5018.064453
	Iteration 31Q: 3 clusters Score -3070858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3070862.000000 Penalty: 5018.064453
	Iteration 32Q: 3 clusters Score -3070862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3070872.250000 Penalty: 5018.064453
	Iteration 33Q: 3 clusters Score -3070872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3070881.750000 Penalty: 5018.064453
	Iteration 34Q: 3 clusters Score -3070882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3070885.000000 Penalty: 5018.064453
	Iteration 35Q: 3 clusters Score -3070885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3070888.750000 Penalty: 5018.064453
	Iteration 36Q: 3 clusters Score -3070889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3070891.250000 Penalty: 5018.064453
	Iteration 37Q: 3 clusters Score -3070891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3070901.000000 Penalty: 5018.064453
	Iteration 38Q: 3 clusters Score -3070901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3070906.500000 Penalty: 5018.064453
	Iteration 39Q: 3 clusters Score -3070906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3070916.000000 Penalty: 5018.064453
	Iteration 40F: 3 clusters Score -3070916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3070923.750000 Penalty: 5018.064453
	Iteration 41Q: 3 clusters Score -3070924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3070925.250000 Penalty: 5018.064453
	Iteration 42Q: 3 clusters Score -3070925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3070927.250000 Penalty: 5018.064453
	Iteration 43Q: 3 clusters Score -3070927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3070940.500000 Penalty: 5018.064453
	Iteration 44Q: 3 clusters Score -3070940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3070946.500000 Penalty: 5018.064453
	Iteration 45Q: 3 clusters Score -3070946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3070949.500000 Penalty: 5018.064453
	Iteration 46Q: 3 clusters Score -3070950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3070953.000000 Penalty: 5018.064453
	Iteration 47Q: 3 clusters Score -3070953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3070963.500000 Penalty: 5018.064453
	Iteration 48Q: 3 clusters Score -3070964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3070974.500000 Penalty: 5018.064453
	Iteration 49Q: 3 clusters Score -3070974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3070980.500000 Penalty: 5018.064453
	Iteration 50Q: 3 clusters Score -3070980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3070983.500000 Penalty: 5018.064453
	Iteration 51Q: 3 clusters Score -3070984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3070996.000000 Penalty: 5018.064453
	Iteration 52Q: 3 clusters Score -3070996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3071007.750000 Penalty: 5018.064453
	Iteration 53Q: 3 clusters Score -3071008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3071016.750000 Penalty: 5018.064453
	Iteration 54Q: 3 clusters Score -3071017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3071028.250000 Penalty: 5018.064453
	Iteration 55Q: 3 clusters Score -3071028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3071035.250000 Penalty: 5018.064453
	Iteration 56Q: 3 clusters Score -3071035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3071040.500000 Penalty: 5018.064453
	Iteration 57Q: 3 clusters Score -3071040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3071046.250000 Penalty: 5018.064453
	Iteration 58Q: 3 clusters Score -3071046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3071051.000000 Penalty: 5018.064453
	Iteration 59Q: 3 clusters Score -3071051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3071053.750000 Penalty: 5018.064453
	Iteration 60F: 3 clusters Score -3071054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3071057.500000 Penalty: 5018.064453
	Iteration 61Q: 3 clusters Score -3071058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3071054.500000 Penalty: 5018.064453
	Iteration 62Q: 3 clusters Score -3071054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3071058.000000 Penalty: 5018.064453
	Iteration 63Q: 3 clusters Score -3071058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3071056.500000 Penalty: 5018.064453
	Iteration 64Q: 3 clusters Score -3071056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3071058.000000 Penalty: 5018.064453
	Iteration 65Q: 3 clusters Score -3071058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3071064.500000 Penalty: 5018.064453
	Iteration 66Q: 3 clusters Score -3071064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3071065.000000 Penalty: 5018.064453
	Iteration 67Q: 3 clusters Score -3071065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3071072.250000 Penalty: 5018.064453
	Iteration 68Q: 3 clusters Score -3071072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3071078.000000 Penalty: 5018.064453
	Iteration 69Q: 3 clusters Score -3071078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3071079.500000 Penalty: 5018.064453
	Iteration 70Q: 3 clusters Score -3071080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3071082.250000 Penalty: 5018.064453
	Iteration 71Q: 3 clusters Score -3071082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3071093.750000 Penalty: 5018.064453
	Iteration 72Q: 3 clusters Score -3071094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3071103.750000 Penalty: 5018.064453
	Iteration 73Q: 3 clusters Score -3071104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3071115.750000 Penalty: 5018.064453
	Iteration 74Q: 3 clusters Score -3071116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3071119.250000 Penalty: 5018.064453
	Iteration 75Q: 3 clusters Score -3071119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3071122.750000 Penalty: 5018.064453
	Iteration 76Q: 3 clusters Score -3071123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3071129.250000 Penalty: 5018.064453
	Iteration 77Q: 3 clusters Score -3071129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3071130.500000 Penalty: 5018.064453
	Iteration 78Q: 3 clusters Score -3071130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3071139.500000 Penalty: 5018.064453
	Iteration 79Q: 3 clusters Score -3071140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3071141.500000 Penalty: 5018.064453
	Iteration 80F: 3 clusters Score -3071142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3071141.500000 Penalty: 5018.064453
	Iteration 81Q: 3 clusters Score -3071142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3071145.750000 Penalty: 5018.064453
	Iteration 82Q: 3 clusters Score -3071146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3071146.250000 Penalty: 5018.064453
	Iteration 83Q: 3 clusters Score -3071146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3071150.750000 Penalty: 5018.064453
	Iteration 84Q: 3 clusters Score -3071151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3071152.250000 Penalty: 5018.064453
	Iteration 85Q: 3 clusters Score -3071152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3071166.500000 Penalty: 5018.064453
	Iteration 86Q: 3 clusters Score -3071166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3071163.000000 Penalty: 5018.064453
	Iteration 87Q: 3 clusters Score -3071163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3071169.750000 Penalty: 5018.064453
	Iteration 88Q: 3 clusters Score -3071170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3071177.250000 Penalty: 5018.064453
	Iteration 89Q: 3 clusters Score -3071177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3071186.500000 Penalty: 5018.064453
	Iteration 90Q: 3 clusters Score -3071186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3071205.000000 Penalty: 5018.064453
	Iteration 91Q: 3 clusters Score -3071205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3071200.750000 Penalty: 5018.064453
	Iteration 92Q: 3 clusters Score -3071201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3071215.250000 Penalty: 5018.064453
	Iteration 93Q: 3 clusters Score -3071215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3071225.750000 Penalty: 5018.064453
	Iteration 94Q: 3 clusters Score -3071226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3071232.750000 Penalty: 5018.064453
	Iteration 95Q: 3 clusters Score -3071233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3071241.500000 Penalty: 5018.064453
	Iteration 96Q: 3 clusters Score -3071242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3071236.000000 Penalty: 5018.064453
	Iteration 97Q: 3 clusters Score -3071236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3071246.750000 Penalty: 5018.064453
	Iteration 98Q: 3 clusters Score -3071247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3071244.750000 Penalty: 5018.064453
	Iteration 99Q: 3 clusters Score -3071245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3071245.250000 Penalty: 5018.064453
	Iteration 100F: 3 clusters Score -3071245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3071249.000000 Penalty: 5018.064453
	Iteration 101Q: 3 clusters Score -3071249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3071250.000000 Penalty: 5018.064453
	Iteration 102Q: 3 clusters Score -3071250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3071252.500000 Penalty: 5018.064453
	Iteration 103Q: 3 clusters Score -3071252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3071250.500000 Penalty: 5018.064453
	Iteration 104Q: 3 clusters Score -3071250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3071250.500000 Penalty: 5018.064453
	Iteration 105Q: 3 clusters Score -3071250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3071254.250000 Penalty: 5018.064453
	Iteration 106Q: 3 clusters Score -3071254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3071257.500000 Penalty: 5018.064453
	Iteration 107Q: 3 clusters Score -3071258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3071251.750000 Penalty: 5018.064453
	Iteration 108Q: 3 clusters Score -3071252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3071254.500000 Penalty: 5018.064453
	Iteration 109Q: 3 clusters Score -3071254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3071252.250000 Penalty: 5018.064453
	Iteration 110Q: 3 clusters Score -3071252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3071251.750000 Penalty: 5018.064453
	Iteration 111Q: 3 clusters Score -3071252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3071252.250000 Penalty: 5018.064453
	Iteration 112Q: 3 clusters Score -3071252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3071256.250000 Penalty: 5018.064453
	Iteration 113Q: 3 clusters Score -3071256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3071250.750000 Penalty: 5018.064453
	Iteration 114Q: 3 clusters Score -3071251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3071252.500000 Penalty: 5018.064453
	Iteration 115Q: 3 clusters Score -3071252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3071256.500000 Penalty: 5018.064453
	Iteration 116Q: 3 clusters Score -3071256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3071256.500000 Penalty: 5018.064453
	Iteration 117F: 3 clusters Score -3071256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Entering Unmasked Estep 
Score: -1296405.375000 Penalty: 2274.247070
	Iteration 0F: 2 clusters Score -1296405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1288934.125000 Penalty: 4548.494141
	Iteration 0F: 3 clusters Score -1288934 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1291039.000000 Penalty: 4548.494141
	Iteration 1F: 3 clusters Score -1291039 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1291320.500000 Penalty: 4548.494141
	Iteration 2F: 3 clusters Score -1291320 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1291532.375000 Penalty: 4548.494141
	Iteration 3F: 3 clusters Score -1291532 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1291686.000000 Penalty: 4548.494141
	Iteration 4Q: 3 clusters Score -1291686 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1291849.500000 Penalty: 4548.494141
	Iteration 5Q: 3 clusters Score -1291850 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1292015.000000 Penalty: 4548.494141
	Iteration 6Q: 3 clusters Score -1292015 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1292217.500000 Penalty: 4548.494141
	Iteration 7Q: 3 clusters Score -1292218 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1292467.875000 Penalty: 4548.494141
	Iteration 8Q: 3 clusters Score -1292468 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1292751.500000 Penalty: 4548.494141
	Iteration 9Q: 3 clusters Score -1292752 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1293079.375000 Penalty: 4548.494141
	Iteration 10Q: 3 clusters Score -1293079 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1293402.125000 Penalty: 4548.494141
	Iteration 11Q: 3 clusters Score -1293402 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1293697.375000 Penalty: 4548.494141
	Iteration 12Q: 3 clusters Score -1293697 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1293948.500000 Penalty: 4548.494141
	Iteration 13Q: 3 clusters Score -1293948 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1294139.125000 Penalty: 4548.494141
	Iteration 14Q: 3 clusters Score -1294139 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1294254.875000 Penalty: 4548.494141
	Iteration 15Q: 3 clusters Score -1294255 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1294342.625000 Penalty: 4548.494141
	Iteration 16Q: 3 clusters Score -1294343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1294397.750000 Penalty: 4548.494141
	Iteration 17Q: 3 clusters Score -1294398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1294426.375000 Penalty: 4548.494141
	Iteration 18Q: 3 clusters Score -1294426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1294443.750000 Penalty: 4548.494141
	Iteration 19Q: 3 clusters Score -1294444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1294454.500000 Penalty: 4548.494141
	Iteration 20F: 3 clusters Score -1294454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1294461.250000 Penalty: 4548.494141
	Iteration 21Q: 3 clusters Score -1294461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1294466.000000 Penalty: 4548.494141
	Iteration 22Q: 3 clusters Score -1294466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1294472.875000 Penalty: 4548.494141
	Iteration 23Q: 3 clusters Score -1294473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1294475.375000 Penalty: 4548.494141
	Iteration 24Q: 3 clusters Score -1294475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1294475.375000 Penalty: 4548.494141
	Iteration 25F: 3 clusters Score -1294475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -30340.015625 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -30340.02 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 152 members 
Entering Unmasked Estep 
Score: -29135.574219 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -29135.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29292.580078 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -29292.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29413.058594 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -29413.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29494.654297 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -29494.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29658.419922 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -29658.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29669.960938 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -29669.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29680.951172 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -29680.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29692.998047 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -29693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29708.714844 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -29708.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29708.714844 Penalty: 2805.372070
	Iteration 9F: 3 clusters Score -29708.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -151934.109375 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -151934.1 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 632 members 
Entering Unmasked Estep 
Score: -149828.734375 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -149828.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -150193.484375 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -150193.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150327.703125 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -150327.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -150399.843750 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -150399.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150463.484375 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -150463.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150503.406250 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -150503.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -150542.187500 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -150542.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150578.640625 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -150578.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150604.765625 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -150604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150639.953125 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -150640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150674.000000 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -150674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150699.031250 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -150699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150730.656250 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -150730.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150784.656250 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -150784.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150848.031250 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -150848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -151001.078125 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -151001.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -151173.750000 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -151173.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -151382.593750 Penalty: 3541.271484
	Iteration 17F: 3 clusters Score -151382.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -151546.515625 Penalty: 3541.271484
	Iteration 18F: 3 clusters Score -151546.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151736.171875 Penalty: 3541.271484
	Iteration 19F: 3 clusters Score -151736.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -151835.093750 Penalty: 3541.271484
	Iteration 20F: 3 clusters Score -151835.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151885.531250 Penalty: 3541.271484
	Iteration 21Q: 3 clusters Score -151885.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -151908.140625 Penalty: 3541.271484
	Iteration 22Q: 3 clusters Score -151908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -151921.093750 Penalty: 3541.271484
	Iteration 23Q: 3 clusters Score -151921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -151922.578125 Penalty: 3541.271484
	Iteration 24Q: 3 clusters Score -151922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -151923.015625 Penalty: 3541.271484
	Iteration 25Q: 3 clusters Score -151923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -151923.015625 Penalty: 3541.271484
	Iteration 26F: 3 clusters Score -151923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -955075.875000 Penalty: 2206.116211
	Iteration 0F: 2 clusters Score -955075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -949182.687500 Penalty: 4412.232422
	Iteration 0F: 3 clusters Score -949182.7 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -950842.562500 Penalty: 4412.232422
	Iteration 1F: 3 clusters Score -950842.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -951100.437500 Penalty: 4412.232422
	Iteration 2F: 3 clusters Score -951100.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -951286.187500 Penalty: 4412.232422
	Iteration 3Q: 3 clusters Score -951286.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -951420.625000 Penalty: 4412.232422
	Iteration 4Q: 3 clusters Score -951420.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -951514.875000 Penalty: 4412.232422
	Iteration 5Q: 3 clusters Score -951514.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -951582.062500 Penalty: 4412.232422
	Iteration 6Q: 3 clusters Score -951582.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -951639.312500 Penalty: 4412.232422
	Iteration 7Q: 3 clusters Score -951639.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -951682.562500 Penalty: 4412.232422
	Iteration 8Q: 3 clusters Score -951682.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -951720.312500 Penalty: 4412.232422
	Iteration 9Q: 3 clusters Score -951720.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -951760.812500 Penalty: 4412.232422
	Iteration 10Q: 3 clusters Score -951760.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -951792.125000 Penalty: 4412.232422
	Iteration 11Q: 3 clusters Score -951792.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -951819.562500 Penalty: 4412.232422
	Iteration 12Q: 3 clusters Score -951819.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -951845.375000 Penalty: 4412.232422
	Iteration 13Q: 3 clusters Score -951845.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -951868.187500 Penalty: 4412.232422
	Iteration 14Q: 3 clusters Score -951868.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -951883.437500 Penalty: 4412.232422
	Iteration 15Q: 3 clusters Score -951883.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -951900.562500 Penalty: 4412.232422
	Iteration 16Q: 3 clusters Score -951900.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -951915.312500 Penalty: 4412.232422
	Iteration 17Q: 3 clusters Score -951915.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -951933.250000 Penalty: 4412.232422
	Iteration 18Q: 3 clusters Score -951933.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -951948.625000 Penalty: 4412.232422
	Iteration 19Q: 3 clusters Score -951948.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -951964.125000 Penalty: 4412.232422
	Iteration 20F: 3 clusters Score -951964.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -951975.500000 Penalty: 4412.232422
	Iteration 21Q: 3 clusters Score -951975.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -951988.562500 Penalty: 4412.232422
	Iteration 22Q: 3 clusters Score -951988.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -951999.937500 Penalty: 4412.232422
	Iteration 23Q: 3 clusters Score -951999.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -952013.187500 Penalty: 4412.232422
	Iteration 24Q: 3 clusters Score -952013.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -952029.875000 Penalty: 4412.232422
	Iteration 25Q: 3 clusters Score -952029.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -952051.687500 Penalty: 4412.232422
	Iteration 26Q: 3 clusters Score -952051.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -952065.812500 Penalty: 4412.232422
	Iteration 27Q: 3 clusters Score -952065.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -952082.375000 Penalty: 4412.232422
	Iteration 28Q: 3 clusters Score -952082.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -952102.875000 Penalty: 4412.232422
	Iteration 29Q: 3 clusters Score -952102.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -952118.187500 Penalty: 4412.232422
	Iteration 30Q: 3 clusters Score -952118.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -952136.187500 Penalty: 4412.232422
	Iteration 31Q: 3 clusters Score -952136.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -952158.437500 Penalty: 4412.232422
	Iteration 32Q: 3 clusters Score -952158.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -952175.437500 Penalty: 4412.232422
	Iteration 33Q: 3 clusters Score -952175.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -952194.375000 Penalty: 4412.232422
	Iteration 34Q: 3 clusters Score -952194.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -952210.437500 Penalty: 4412.232422
	Iteration 35Q: 3 clusters Score -952210.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -952227.937500 Penalty: 4412.232422
	Iteration 36Q: 3 clusters Score -952227.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -952241.375000 Penalty: 4412.232422
	Iteration 37Q: 3 clusters Score -952241.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -952257.500000 Penalty: 4412.232422
	Iteration 38Q: 3 clusters Score -952257.5 nChanged 47
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: -952272.250000 Penalty: 4412.232422
	Iteration 39Q: 3 clusters Score -952272.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -952282.375000 Penalty: 4412.232422
	Iteration 40F: 3 clusters Score -952282.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -952292.687500 Penalty: 4412.232422
	Iteration 41Q: 3 clusters Score -952292.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -952307.750000 Penalty: 4412.232422
	Iteration 42Q: 3 clusters Score -952307.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -952325.125000 Penalty: 4412.232422
	Iteration 43Q: 3 clusters Score -952325.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -952347.062500 Penalty: 4412.232422
	Iteration 44Q: 3 clusters Score -952347.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -952364.812500 Penalty: 4412.232422
	Iteration 45Q: 3 clusters Score -952364.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -952380.250000 Penalty: 4412.232422
	Iteration 46Q: 3 clusters Score -952380.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -952405.187500 Penalty: 4412.232422
	Iteration 47Q: 3 clusters Score -952405.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -952429.062500 Penalty: 4412.232422
	Iteration 48Q: 3 clusters Score -952429.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -952465.375000 Penalty: 4412.232422
	Iteration 49Q: 3 clusters Score -952465.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -952517.500000 Penalty: 4412.232422
	Iteration 50Q: 3 clusters Score -952517.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -952573.375000 Penalty: 4412.232422
	Iteration 51Q: 3 clusters Score -952573.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -952617.062500 Penalty: 4412.232422
	Iteration 52Q: 3 clusters Score -952617.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -952661.625000 Penalty: 4412.232422
	Iteration 53Q: 3 clusters Score -952661.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -952704.312500 Penalty: 4412.232422
	Iteration 54Q: 3 clusters Score -952704.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -952732.062500 Penalty: 4412.232422
	Iteration 55Q: 3 clusters Score -952732.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -952755.375000 Penalty: 4412.232422
	Iteration 56Q: 3 clusters Score -952755.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -952775.312500 Penalty: 4412.232422
	Iteration 57Q: 3 clusters Score -952775.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -952797.062500 Penalty: 4412.232422
	Iteration 58Q: 3 clusters Score -952797.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -952815.187500 Penalty: 4412.232422
	Iteration 59Q: 3 clusters Score -952815.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -952838.562500 Penalty: 4412.232422
	Iteration 60F: 3 clusters Score -952838.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -952860.062500 Penalty: 4412.232422
	Iteration 61Q: 3 clusters Score -952860.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -952882.187500 Penalty: 4412.232422
	Iteration 62Q: 3 clusters Score -952882.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -952905.625000 Penalty: 4412.232422
	Iteration 63Q: 3 clusters Score -952905.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -952921.062500 Penalty: 4412.232422
	Iteration 64Q: 3 clusters Score -952921.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -952939.250000 Penalty: 4412.232422
	Iteration 65Q: 3 clusters Score -952939.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -952959.187500 Penalty: 4412.232422
	Iteration 66Q: 3 clusters Score -952959.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -952972.625000 Penalty: 4412.232422
	Iteration 67Q: 3 clusters Score -952972.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -952993.625000 Penalty: 4412.232422
	Iteration 68Q: 3 clusters Score -952993.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -953007.375000 Penalty: 4412.232422
	Iteration 69Q: 3 clusters Score -953007.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -953023.687500 Penalty: 4412.232422
	Iteration 70Q: 3 clusters Score -953023.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -953035.437500 Penalty: 4412.232422
	Iteration 71Q: 3 clusters Score -953035.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -953043.500000 Penalty: 4412.232422
	Iteration 72Q: 3 clusters Score -953043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -953051.250000 Penalty: 4412.232422
	Iteration 73Q: 3 clusters Score -953051.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -953062.312500 Penalty: 4412.232422
	Iteration 74Q: 3 clusters Score -953062.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -953068.875000 Penalty: 4412.232422
	Iteration 75Q: 3 clusters Score -953068.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -953076.312500 Penalty: 4412.232422
	Iteration 76Q: 3 clusters Score -953076.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -953085.625000 Penalty: 4412.232422
	Iteration 77Q: 3 clusters Score -953085.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -953096.062500 Penalty: 4412.232422
	Iteration 78Q: 3 clusters Score -953096.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -953103.812500 Penalty: 4412.232422
	Iteration 79Q: 3 clusters Score -953103.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -953111.062500 Penalty: 4412.232422
	Iteration 80F: 3 clusters Score -953111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -953115.250000 Penalty: 4412.232422
	Iteration 81Q: 3 clusters Score -953115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -953117.937500 Penalty: 4412.232422
	Iteration 82Q: 3 clusters Score -953117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -953123.312500 Penalty: 4412.232422
	Iteration 83Q: 3 clusters Score -953123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -953126.812500 Penalty: 4412.232422
	Iteration 84Q: 3 clusters Score -953126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -953130.937500 Penalty: 4412.232422
	Iteration 85Q: 3 clusters Score -953130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -953135.562500 Penalty: 4412.232422
	Iteration 86Q: 3 clusters Score -953135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -953136.750000 Penalty: 4412.232422
	Iteration 87Q: 3 clusters Score -953136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -953139.375000 Penalty: 4412.232422
	Iteration 88Q: 3 clusters Score -953139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -953142.687500 Penalty: 4412.232422
	Iteration 89Q: 3 clusters Score -953142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -953142.687500 Penalty: 4412.232422
	Iteration 90F: 3 clusters Score -953142.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Entering Unmasked Estep 
Score: -6142176.000000 Penalty: 2664.704102
	Iteration 0F: 2 clusters Score -6142176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -6110896.500000 Penalty: 5329.408203
	Iteration 0F: 3 clusters Score -6110896 nChanged 21295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -6122708.000000 Penalty: 5329.408203
	Iteration 1F: 3 clusters Score -6122708 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -6123265.000000 Penalty: 5329.408203
	Iteration 2Q: 3 clusters Score -6123265 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -6123846.500000 Penalty: 5329.408203
	Iteration 3Q: 3 clusters Score -6123846 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -6124410.500000 Penalty: 5329.408203
	Iteration 4Q: 3 clusters Score -6124410 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -6125002.000000 Penalty: 5329.408203
	Iteration 5Q: 3 clusters Score -6125002 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -6125644.000000 Penalty: 5329.408203
	Iteration 6Q: 3 clusters Score -6125644 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -6126291.500000 Penalty: 5329.408203
	Iteration 7Q: 3 clusters Score -6126292 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -6127001.500000 Penalty: 5329.408203
	Iteration 8Q: 3 clusters Score -6127002 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -6127924.500000 Penalty: 5329.408203
	Iteration 9Q: 3 clusters Score -6127924 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -6128991.500000 Penalty: 5329.408203
	Iteration 10Q: 3 clusters Score -6128992 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -6130385.000000 Penalty: 5329.408203
	Iteration 11Q: 3 clusters Score -6130385 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -6132016.500000 Penalty: 5329.408203
	Iteration 12F: 3 clusters Score -6132016 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -6133788.000000 Penalty: 5329.408203
	Iteration 13Q: 3 clusters Score -6133788 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -6135507.000000 Penalty: 5329.408203
	Iteration 14Q: 3 clusters Score -6135507 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -6136876.000000 Penalty: 5329.408203
	Iteration 15Q: 3 clusters Score -6136876 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6137795.500000 Penalty: 5329.408203
	Iteration 16Q: 3 clusters Score -6137796 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6138406.500000 Penalty: 5329.408203
	Iteration 17Q: 3 clusters Score -6138406 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6138758.000000 Penalty: 5329.408203
	Iteration 18Q: 3 clusters Score -6138758 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6138976.000000 Penalty: 5329.408203
	Iteration 19Q: 3 clusters Score -6138976 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6139160.000000 Penalty: 5329.408203
	Iteration 20F: 3 clusters Score -6139160 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6139323.500000 Penalty: 5329.408203
	Iteration 21Q: 3 clusters Score -6139324 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6139451.000000 Penalty: 5329.408203
	Iteration 22Q: 3 clusters Score -6139451 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6139553.000000 Penalty: 5329.408203
	Iteration 23Q: 3 clusters Score -6139553 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6139605.500000 Penalty: 5329.408203
	Iteration 24Q: 3 clusters Score -6139606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6139659.500000 Penalty: 5329.408203
	Iteration 25Q: 3 clusters Score -6139660 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6139707.000000 Penalty: 5329.408203
	Iteration 26Q: 3 clusters Score -6139707 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6139757.500000 Penalty: 5329.408203
	Iteration 27Q: 3 clusters Score -6139758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6139800.500000 Penalty: 5329.408203
	Iteration 28Q: 3 clusters Score -6139800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6139826.000000 Penalty: 5329.408203
	Iteration 29Q: 3 clusters Score -6139826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6139840.500000 Penalty: 5329.408203
	Iteration 30Q: 3 clusters Score -6139840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6139866.500000 Penalty: 5329.408203
	Iteration 31Q: 3 clusters Score -6139866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6139886.000000 Penalty: 5329.408203
	Iteration 32Q: 3 clusters Score -6139886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6139908.000000 Penalty: 5329.408203
	Iteration 33Q: 3 clusters Score -6139908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6139906.000000 Penalty: 5329.408203
	Iteration 34Q: 3 clusters Score -6139906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6139917.500000 Penalty: 5329.408203
	Iteration 35Q: 3 clusters Score -6139918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6139933.000000 Penalty: 5329.408203
	Iteration 36Q: 3 clusters Score -6139933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6139932.500000 Penalty: 5329.408203
	Iteration 37Q: 3 clusters Score -6139932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6139929.500000 Penalty: 5329.408203
	Iteration 38Q: 3 clusters Score -6139930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6139932.000000 Penalty: 5329.408203
	Iteration 39Q: 3 clusters Score -6139932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6139936.500000 Penalty: 5329.408203
	Iteration 40F: 3 clusters Score -6139936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6139939.000000 Penalty: 5329.408203
	Iteration 41Q: 3 clusters Score -6139939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6139949.500000 Penalty: 5329.408203
	Iteration 42Q: 3 clusters Score -6139950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6139947.500000 Penalty: 5329.408203
	Iteration 43Q: 3 clusters Score -6139948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6139947.500000 Penalty: 5329.408203
	Iteration 44Q: 3 clusters Score -6139948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6139953.500000 Penalty: 5329.408203
	Iteration 45Q: 3 clusters Score -6139954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6139953.500000 Penalty: 5329.408203
	Iteration 46F: 3 clusters Score -6139954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -162649.890625 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -162649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160544.171875 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -160544.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161043.593750 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -161043.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -161308.875000 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -161308.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161751.687500 Penalty: 3593.844971
	Iteration 3F: 3 clusters Score -161751.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -162061.312500 Penalty: 3593.844971
	Iteration 4F: 3 clusters Score -162061.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -162314.500000 Penalty: 3593.844971
	Iteration 5F: 3 clusters Score -162314.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -162581.750000 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -162581.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -162704.828125 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -162704.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -162847.734375 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -162847.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -162894.640625 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -162894.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -162950.031250 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -162950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -163008.015625 Penalty: 3593.844971
	Iteration 11Q: 3 clusters Score -163008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -163059.250000 Penalty: 3593.844971
	Iteration 12Q: 3 clusters Score -163059.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163117.109375 Penalty: 3593.844971
	Iteration 13Q: 3 clusters Score -163117.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -163169.390625 Penalty: 3593.844971
	Iteration 14Q: 3 clusters Score -163169.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -163227.390625 Penalty: 3593.844971
	Iteration 15Q: 3 clusters Score -163227.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -163272.437500 Penalty: 3593.844971
	Iteration 16Q: 3 clusters Score -163272.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -163320.140625 Penalty: 3593.844971
	Iteration 17Q: 3 clusters Score -163320.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163392.328125 Penalty: 3593.844971
	Iteration 18Q: 3 clusters Score -163392.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -163473.703125 Penalty: 3593.844971
	Iteration 19Q: 3 clusters Score -163473.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -163561.875000 Penalty: 3593.844971
	Iteration 20F: 3 clusters Score -163561.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -163653.843750 Penalty: 3593.844971
	Iteration 21Q: 3 clusters Score -163653.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -163738.250000 Penalty: 3593.844971
	Iteration 22Q: 3 clusters Score -163738.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -163937.468750 Penalty: 3593.844971
	Iteration 23Q: 3 clusters Score -163937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -164032.218750 Penalty: 3593.844971
	Iteration 24Q: 3 clusters Score -164032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -164034.828125 Penalty: 3593.844971
	Iteration 25Q: 3 clusters Score -164034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -164034.828125 Penalty: 3593.844971
	Iteration 26F: 3 clusters Score -164034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11247 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 853 members 
Entering Unmasked Estep 
Score: -42912364.000000 Penalty: 66272.132812
Splitting cluster 15 changes total score from -42912328.000000 to -42912364.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -586191.125000 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -586191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -582021.312500 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -582021.3 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -582938.562500 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -582938.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -583109.875000 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -583109.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -583209.500000 Penalty: 4171.276367
	Iteration 3Q: 3 clusters Score -583209.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -583279.000000 Penalty: 4171.276367
	Iteration 4Q: 3 clusters Score -583279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -583345.312500 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -583345.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -583398.937500 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -583398.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -583451.750000 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -583451.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -583518.812500 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -583518.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -583582.562500 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -583582.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -583634.187500 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -583634.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -583680.687500 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -583680.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -583718.125000 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -583718.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -583750.125000 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -583750.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -583776.375000 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -583776.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -583800.750000 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -583800.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -583832.625000 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -583832.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -583863.187500 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -583863.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -583894.062500 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -583894.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -583918.687500 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -583918.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -583931.625000 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -583931.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -583943.375000 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -583943.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -583962.750000 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -583962.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -583980.000000 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -583980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -583998.000000 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -583998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -584017.312500 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -584017.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -584040.750000 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -584040.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -584065.687500 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -584065.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -584097.750000 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -584097.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -584117.937500 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -584117.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -584136.812500 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -584136.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -584154.625000 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -584154.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -584172.937500 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -584172.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -584196.875000 Penalty: 4171.276367
	Iteration 33Q: 3 clusters Score -584196.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -584217.750000 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -584217.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -584237.312500 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -584237.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -584268.687500 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -584268.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -584297.937500 Penalty: 4171.276367
	Iteration 37Q: 3 clusters Score -584297.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -584325.250000 Penalty: 4171.276367
	Iteration 38Q: 3 clusters Score -584325.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -584362.187500 Penalty: 4171.276367
	Iteration 39Q: 3 clusters Score -584362.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -584393.000000 Penalty: 4171.276367
	Iteration 40F: 3 clusters Score -584393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -584422.312500 Penalty: 4171.276367
	Iteration 41Q: 3 clusters Score -584422.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -584450.937500 Penalty: 4171.276367
	Iteration 42Q: 3 clusters Score -584450.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -584475.562500 Penalty: 4171.276367
	Iteration 43Q: 3 clusters Score -584475.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -584502.125000 Penalty: 4171.276367
	Iteration 44Q: 3 clusters Score -584502.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -584531.937500 Penalty: 4171.276367
	Iteration 45Q: 3 clusters Score -584531.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -584555.187500 Penalty: 4171.276367
	Iteration 46Q: 3 clusters Score -584555.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -584577.750000 Penalty: 4171.276367
	Iteration 47Q: 3 clusters Score -584577.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -584599.375000 Penalty: 4171.276367
	Iteration 48Q: 3 clusters Score -584599.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -584626.937500 Penalty: 4171.276367
	Iteration 49Q: 3 clusters Score -584626.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -584651.562500 Penalty: 4171.276367
	Iteration 50Q: 3 clusters Score -584651.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -584671.750000 Penalty: 4171.276367
	Iteration 51Q: 3 clusters Score -584671.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -584692.375000 Penalty: 4171.276367
	Iteration 52Q: 3 clusters Score -584692.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -584711.187500 Penalty: 4171.276367
	Iteration 53Q: 3 clusters Score -584711.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -584726.000000 Penalty: 4171.276367
	Iteration 54Q: 3 clusters Score -584726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -584742.125000 Penalty: 4171.276367
	Iteration 55Q: 3 clusters Score -584742.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -584763.187500 Penalty: 4171.276367
	Iteration 56Q: 3 clusters Score -584763.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -584781.375000 Penalty: 4171.276367
	Iteration 57Q: 3 clusters Score -584781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -584800.000000 Penalty: 4171.276367
	Iteration 58Q: 3 clusters Score -584800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -584821.562500 Penalty: 4171.276367
	Iteration 59Q: 3 clusters Score -584821.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -584852.562500 Penalty: 4171.276367
	Iteration 60F: 3 clusters Score -584852.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -584885.812500 Penalty: 4171.276367
	Iteration 61Q: 3 clusters Score -584885.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -584915.062500 Penalty: 4171.276367
	Iteration 62Q: 3 clusters Score -584915.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -584933.937500 Penalty: 4171.276367
	Iteration 63Q: 3 clusters Score -584933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -584948.875000 Penalty: 4171.276367
	Iteration 64Q: 3 clusters Score -584948.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -584967.750000 Penalty: 4171.276367
	Iteration 65Q: 3 clusters Score -584967.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -584989.937500 Penalty: 4171.276367
	Iteration 66Q: 3 clusters Score -584989.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -584997.000000 Penalty: 4171.276367
	Iteration 67Q: 3 clusters Score -584997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -585004.375000 Penalty: 4171.276367
	Iteration 68Q: 3 clusters Score -585004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -585007.625000 Penalty: 4171.276367
	Iteration 69Q: 3 clusters Score -585007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -585007.500000 Penalty: 4171.276367
	Iteration 70Q: 3 clusters Score -585007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -585007.500000 Penalty: 4171.276367
	Iteration 71F: 3 clusters Score -585007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Entering Unmasked Estep 
Score: -5686930.500000 Penalty: 2650.246094
	Iteration 0F: 2 clusters Score -5686930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5657229.000000 Penalty: 5300.492188
	Iteration 0F: 3 clusters Score -5657229 nChanged 20191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5668652.000000 Penalty: 5300.492188
	Iteration 1F: 3 clusters Score -5668652 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5670119.500000 Penalty: 5300.492188
	Iteration 2F: 3 clusters Score -5670120 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5672357.500000 Penalty: 5300.492188
	Iteration 3F: 3 clusters Score -5672358 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -5675421.500000 Penalty: 5300.492188
	Iteration 4F: 3 clusters Score -5675422 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -5678729.000000 Penalty: 5300.492188
	Iteration 5F: 3 clusters Score -5678729 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -5681566.500000 Penalty: 5300.492188
	Iteration 6F: 3 clusters Score -5681566 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -5683528.000000 Penalty: 5300.492188
	Iteration 7F: 3 clusters Score -5683528 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5684655.500000 Penalty: 5300.492188
	Iteration 8Q: 3 clusters Score -5684656 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5685241.500000 Penalty: 5300.492188
	Iteration 9Q: 3 clusters Score -5685242 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -5685597.500000 Penalty: 5300.492188
	Iteration 10Q: 3 clusters Score -5685598 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -5685812.500000 Penalty: 5300.492188
	Iteration 11Q: 3 clusters Score -5685812 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -5685944.500000 Penalty: 5300.492188
	Iteration 12Q: 3 clusters Score -5685944 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -5686052.000000 Penalty: 5300.492188
	Iteration 13Q: 3 clusters Score -5686052 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -5686079.000000 Penalty: 5300.492188
	Iteration 14Q: 3 clusters Score -5686079 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5686125.000000 Penalty: 5300.492188
	Iteration 15Q: 3 clusters Score -5686125 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -5686160.000000 Penalty: 5300.492188
	Iteration 16Q: 3 clusters Score -5686160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -5686185.500000 Penalty: 5300.492188
	Iteration 17Q: 3 clusters Score -5686186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -5686183.500000 Penalty: 5300.492188
	Iteration 18Q: 3 clusters Score -5686184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -5686192.000000 Penalty: 5300.492188
	Iteration 19Q: 3 clusters Score -5686192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -5686185.000000 Penalty: 5300.492188
	Iteration 20F: 3 clusters Score -5686185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5686194.000000 Penalty: 5300.492188
	Iteration 21Q: 3 clusters Score -5686194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -5686197.500000 Penalty: 5300.492188
	Iteration 22Q: 3 clusters Score -5686198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5686206.500000 Penalty: 5300.492188
	Iteration 23Q: 3 clusters Score -5686206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -5686205.000000 Penalty: 5300.492188
	Iteration 24Q: 3 clusters Score -5686205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -5686212.500000 Penalty: 5300.492188
	Iteration 25Q: 3 clusters Score -5686212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5686213.000000 Penalty: 5300.492188
	Iteration 26Q: 3 clusters Score -5686213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -5686217.000000 Penalty: 5300.492188
	Iteration 27Q: 3 clusters Score -5686217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -5686223.000000 Penalty: 5300.492188
	Iteration 28Q: 3 clusters Score -5686223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5686219.500000 Penalty: 5300.492188
	Iteration 29Q: 3 clusters Score -5686220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5686213.000000 Penalty: 5300.492188
	Iteration 30Q: 3 clusters Score -5686213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -5686218.500000 Penalty: 5300.492188
	Iteration 31Q: 3 clusters Score -5686218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -5686225.000000 Penalty: 5300.492188
	Iteration 32Q: 3 clusters Score -5686225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -5686224.500000 Penalty: 5300.492188
	Iteration 33Q: 3 clusters Score -5686224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5686227.500000 Penalty: 5300.492188
	Iteration 34Q: 3 clusters Score -5686228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -5686223.500000 Penalty: 5300.492188
	Iteration 35Q: 3 clusters Score -5686224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -5686224.000000 Penalty: 5300.492188
	Iteration 36Q: 3 clusters Score -5686224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -5686228.000000 Penalty: 5300.492188
	Iteration 37Q: 3 clusters Score -5686228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -5686228.000000 Penalty: 5300.492188
	Iteration 38Q: 3 clusters Score -5686228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5686231.000000 Penalty: 5300.492188
	Iteration 39Q: 3 clusters Score -5686231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5686240.000000 Penalty: 5300.492188
	Iteration 40F: 3 clusters Score -5686240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5686244.000000 Penalty: 5300.492188
	Iteration 41Q: 3 clusters Score -5686244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5686239.000000 Penalty: 5300.492188
	Iteration 42Q: 3 clusters Score -5686239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5686239.000000 Penalty: 5300.492188
	Iteration 43F: 3 clusters Score -5686239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -152601.796875 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -152601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -150526.625000 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -150526.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151053.421875 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -151053.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -151326.875000 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -151326.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -151707.250000 Penalty: 3547.136719
	Iteration 3F: 3 clusters Score -151707.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -151930.593750 Penalty: 3547.136719
	Iteration 4F: 3 clusters Score -151930.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152009.937500 Penalty: 3547.136719
	Iteration 5Q: 3 clusters Score -152009.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -152055.078125 Penalty: 3547.136719
	Iteration 6Q: 3 clusters Score -152055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -152078.921875 Penalty: 3547.136719
	Iteration 7Q: 3 clusters Score -152078.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -152105.453125 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -152105.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152154.703125 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -152154.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -152184.625000 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -152184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152214.046875 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -152214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152236.515625 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -152236.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -152251.250000 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -152251.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -152270.671875 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -152270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -152298.781250 Penalty: 3547.136719
	Iteration 15Q: 3 clusters Score -152298.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -152309.078125 Penalty: 3547.136719
	Iteration 16Q: 3 clusters Score -152309.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152334.437500 Penalty: 3547.136719
	Iteration 17Q: 3 clusters Score -152334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -152352.968750 Penalty: 3547.136719
	Iteration 18Q: 3 clusters Score -152353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152368.718750 Penalty: 3547.136719
	Iteration 19Q: 3 clusters Score -152368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152380.000000 Penalty: 3547.136719
	Iteration 20F: 3 clusters Score -152380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152384.515625 Penalty: 3547.136719
	Iteration 21Q: 3 clusters Score -152384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152388.453125 Penalty: 3547.136719
	Iteration 22Q: 3 clusters Score -152388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152394.328125 Penalty: 3547.136719
	Iteration 23Q: 3 clusters Score -152394.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152394.328125 Penalty: 3547.136719
	Iteration 24F: 3 clusters Score -152394.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -569681.625000 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -569681.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -565536.500000 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -565536.5 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -566450.875000 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -566450.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -566637.625000 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -566637.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -566760.687500 Penalty: 4160.445801
	Iteration 3Q: 3 clusters Score -566760.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -566872.250000 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -566872.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -567003.312500 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -567003.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -567131.125000 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -567131.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -567237.000000 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -567237 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -567348.437500 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -567348.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -567480.562500 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -567480.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -567597.437500 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -567597.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -567688.500000 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -567688.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -567762.937500 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -567762.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -567828.375000 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -567828.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -567874.437500 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -567874.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -567916.625000 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -567916.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -567945.812500 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -567945.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -567977.312500 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -567977.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -567996.875000 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -567996.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -568009.000000 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -568009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -568023.312500 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -568023.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -568038.750000 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -568038.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -568053.312500 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -568053.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -568061.812500 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -568061.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -568071.062500 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -568071.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -568082.812500 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -568082.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -568089.562500 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -568089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -568094.437500 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -568094.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -568099.312500 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -568099.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -568105.187500 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -568105.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -568111.500000 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -568111.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -568124.375000 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -568124.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -568138.562500 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -568138.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -568147.375000 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -568147.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -568151.750000 Penalty: 4160.445801
	Iteration 34Q: 3 clusters Score -568151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -568157.562500 Penalty: 4160.445801
	Iteration 35Q: 3 clusters Score -568157.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -568163.250000 Penalty: 4160.445801
	Iteration 36Q: 3 clusters Score -568163.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -568169.625000 Penalty: 4160.445801
	Iteration 37Q: 3 clusters Score -568169.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -568174.625000 Penalty: 4160.445801
	Iteration 38Q: 3 clusters Score -568174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -568178.750000 Penalty: 4160.445801
	Iteration 39Q: 3 clusters Score -568178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -568181.687500 Penalty: 4160.445801
	Iteration 40F: 3 clusters Score -568181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -568183.250000 Penalty: 4160.445801
	Iteration 41Q: 3 clusters Score -568183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -568185.500000 Penalty: 4160.445801
	Iteration 42Q: 3 clusters Score -568185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -568187.000000 Penalty: 4160.445801
	Iteration 43Q: 3 clusters Score -568187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -568187.750000 Penalty: 4160.445801
	Iteration 44Q: 3 clusters Score -568187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -568191.875000 Penalty: 4160.445801
	Iteration 45Q: 3 clusters Score -568191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -568195.812500 Penalty: 4160.445801
	Iteration 46Q: 3 clusters Score -568195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -568198.625000 Penalty: 4160.445801
	Iteration 47Q: 3 clusters Score -568198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -568200.000000 Penalty: 4160.445801
	Iteration 48Q: 3 clusters Score -568200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -568202.000000 Penalty: 4160.445801
	Iteration 49Q: 3 clusters Score -568202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -568202.000000 Penalty: 4160.445801
	Iteration 50Q: 3 clusters Score -568202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -568205.125000 Penalty: 4160.445801
	Iteration 51Q: 3 clusters Score -568205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -568208.125000 Penalty: 4160.445801
	Iteration 52Q: 3 clusters Score -568208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -568208.625000 Penalty: 4160.445801
	Iteration 53Q: 3 clusters Score -568208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -568210.375000 Penalty: 4160.445801
	Iteration 54Q: 3 clusters Score -568210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -568210.375000 Penalty: 4160.445801
	Iteration 55F: 3 clusters Score -568210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -778045.812500 Penalty: 2158.552002
	Iteration 0F: 2 clusters Score -778045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -772950.312500 Penalty: 4317.104004
	Iteration 0F: 3 clusters Score -772950.3 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -774246.625000 Penalty: 4317.104004
	Iteration 1F: 3 clusters Score -774246.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -774479.125000 Penalty: 4317.104004
	Iteration 2F: 3 clusters Score -774479.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -774620.125000 Penalty: 4317.104004
	Iteration 3Q: 3 clusters Score -774620.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -774720.750000 Penalty: 4317.104004
	Iteration 4Q: 3 clusters Score -774720.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -774779.687500 Penalty: 4317.104004
	Iteration 5Q: 3 clusters Score -774779.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -774833.250000 Penalty: 4317.104004
	Iteration 6Q: 3 clusters Score -774833.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -774883.187500 Penalty: 4317.104004
	Iteration 7Q: 3 clusters Score -774883.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -774923.750000 Penalty: 4317.104004
	Iteration 8Q: 3 clusters Score -774923.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -774967.375000 Penalty: 4317.104004
	Iteration 9Q: 3 clusters Score -774967.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -775008.875000 Penalty: 4317.104004
	Iteration 10Q: 3 clusters Score -775008.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -775053.125000 Penalty: 4317.104004
	Iteration 11Q: 3 clusters Score -775053.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -775109.062500 Penalty: 4317.104004
	Iteration 12Q: 3 clusters Score -775109.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -775173.125000 Penalty: 4317.104004
	Iteration 13Q: 3 clusters Score -775173.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -775228.125000 Penalty: 4317.104004
	Iteration 14Q: 3 clusters Score -775228.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -775286.125000 Penalty: 4317.104004
	Iteration 15Q: 3 clusters Score -775286.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -775346.500000 Penalty: 4317.104004
	Iteration 16Q: 3 clusters Score -775346.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -775410.187500 Penalty: 4317.104004
	Iteration 17Q: 3 clusters Score -775410.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -775469.250000 Penalty: 4317.104004
	Iteration 18Q: 3 clusters Score -775469.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -775522.500000 Penalty: 4317.104004
	Iteration 19Q: 3 clusters Score -775522.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -775575.687500 Penalty: 4317.104004
	Iteration 20F: 3 clusters Score -775575.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -775626.625000 Penalty: 4317.104004
	Iteration 21Q: 3 clusters Score -775626.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -775666.750000 Penalty: 4317.104004
	Iteration 22Q: 3 clusters Score -775666.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -775720.375000 Penalty: 4317.104004
	Iteration 23Q: 3 clusters Score -775720.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -775766.750000 Penalty: 4317.104004
	Iteration 24Q: 3 clusters Score -775766.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -775812.000000 Penalty: 4317.104004
	Iteration 25Q: 3 clusters Score -775812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -775841.062500 Penalty: 4317.104004
	Iteration 26Q: 3 clusters Score -775841.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -775873.562500 Penalty: 4317.104004
	Iteration 27Q: 3 clusters Score -775873.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -775905.125000 Penalty: 4317.104004
	Iteration 28Q: 3 clusters Score -775905.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -775935.937500 Penalty: 4317.104004
	Iteration 29Q: 3 clusters Score -775935.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -775968.562500 Penalty: 4317.104004
	Iteration 30Q: 3 clusters Score -775968.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -775996.750000 Penalty: 4317.104004
	Iteration 31Q: 3 clusters Score -775996.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -776022.187500 Penalty: 4317.104004
	Iteration 32Q: 3 clusters Score -776022.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -776058.375000 Penalty: 4317.104004
	Iteration 33Q: 3 clusters Score -776058.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -776079.937500 Penalty: 4317.104004
	Iteration 34Q: 3 clusters Score -776079.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -776093.000000 Penalty: 4317.104004
	Iteration 35Q: 3 clusters Score -776093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -776102.312500 Penalty: 4317.104004
	Iteration 36Q: 3 clusters Score -776102.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -776111.500000 Penalty: 4317.104004
	Iteration 37Q: 3 clusters Score -776111.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -776119.625000 Penalty: 4317.104004
	Iteration 38Q: 3 clusters Score -776119.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -776123.125000 Penalty: 4317.104004
	Iteration 39Q: 3 clusters Score -776123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -776123.250000 Penalty: 4317.104004
	Iteration 40F: 3 clusters Score -776123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -776126.312500 Penalty: 4317.104004
	Iteration 41Q: 3 clusters Score -776126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -776126.937500 Penalty: 4317.104004
	Iteration 42Q: 3 clusters Score -776126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -776129.875000 Penalty: 4317.104004
	Iteration 43Q: 3 clusters Score -776129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -776129.437500 Penalty: 4317.104004
	Iteration 44Q: 3 clusters Score -776129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -776132.562500 Penalty: 4317.104004
	Iteration 45Q: 3 clusters Score -776132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -776134.000000 Penalty: 4317.104004
	Iteration 46Q: 3 clusters Score -776134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -776136.937500 Penalty: 4317.104004
	Iteration 47Q: 3 clusters Score -776136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -776136.812500 Penalty: 4317.104004
	Iteration 48Q: 3 clusters Score -776136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -776144.625000 Penalty: 4317.104004
	Iteration 49Q: 3 clusters Score -776144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -776145.875000 Penalty: 4317.104004
	Iteration 50Q: 3 clusters Score -776145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -776147.000000 Penalty: 4317.104004
	Iteration 51Q: 3 clusters Score -776147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -776149.250000 Penalty: 4317.104004
	Iteration 52Q: 3 clusters Score -776149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -776149.250000 Penalty: 4317.104004
	Iteration 53Q: 3 clusters Score -776149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -776151.000000 Penalty: 4317.104004
	Iteration 54Q: 3 clusters Score -776151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -776151.062500 Penalty: 4317.104004
	Iteration 55Q: 3 clusters Score -776151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -776151.062500 Penalty: 4317.104004
	Iteration 56F: 3 clusters Score -776151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11247 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912372.000000 Penalty: 66272.132812
Iteration 359Q: 22 clusters Score -4.291237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11247 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24761 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 4490 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912360.000000 Penalty: 66272.132812
Iteration 360F: 22 clusters Score -4.291236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11249 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97883 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4490 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912444.000000 Penalty: 66272.132812
Iteration 361Q: 22 clusters Score -4.291244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11250 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97884 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4488 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912440.000000 Penalty: 66272.132812
Iteration 362Q: 22 clusters Score -4.291244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11253 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4487 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912444.000000 Penalty: 66272.132812
Iteration 363Q: 22 clusters Score -4.291244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11254 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4486 members 
Mstep: Class 17 contains 43759 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912460.000000 Penalty: 66272.132812
Iteration 364Q: 22 clusters Score -4.291246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11255 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4485 members 
Mstep: Class 17 contains 43759 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912444.000000 Penalty: 66272.132812
Iteration 365Q: 22 clusters Score -4.291244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11256 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 43759 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912448.000000 Penalty: 66272.132812
Iteration 366Q: 22 clusters Score -4.291245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11256 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4482 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912452.000000 Penalty: 66272.132812
Iteration 367Q: 22 clusters Score -4.291245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4481 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912448.000000 Penalty: 66272.132812
Iteration 368Q: 22 clusters Score -4.291245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4482 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912436.000000 Penalty: 66272.132812
Iteration 369Q: 22 clusters Score -4.291244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4481 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912444.000000 Penalty: 66272.132812
Iteration 370Q: 22 clusters Score -4.291244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11259 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4479 members 
Mstep: Class 17 contains 43761 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912420.000000 Penalty: 66272.132812
Iteration 371Q: 22 clusters Score -4.291242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 43762 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912432.000000 Penalty: 66272.132812
Iteration 372Q: 22 clusters Score -4.291243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4473 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912432.000000 Penalty: 66272.132812
Iteration 373Q: 22 clusters Score -4.291243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24759 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912420.000000 Penalty: 66272.132812
Iteration 374Q: 22 clusters Score -4.291242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24759 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4460 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912440.000000 Penalty: 66272.132812
Iteration 375Q: 22 clusters Score -4.291244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11277 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24758 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912488.000000 Penalty: 66272.132812
Iteration 376Q: 22 clusters Score -4.291249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24755 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 43761 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912460.000000 Penalty: 66272.132812
Iteration 377Q: 22 clusters Score -4.291246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97885 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24754 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4449 members 
Mstep: Class 17 contains 43758 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912444.000000 Penalty: 66272.132812
Iteration 378Q: 22 clusters Score -4.291244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97887 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24750 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4447 members 
Mstep: Class 17 contains 43759 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912452.000000 Penalty: 66272.132812
Iteration 379Q: 22 clusters Score -4.291245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 11305 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97890 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24745 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4444 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912460.000000 Penalty: 66272.132812
Iteration 380F: 22 clusters Score -4.291246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 11307 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97892 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24746 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7299 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 43759 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912476.000000 Penalty: 66272.132812
Iteration 381Q: 22 clusters Score -4.291248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11312 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97893 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24745 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 43757 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912476.000000 Penalty: 66272.132812
Iteration 382Q: 22 clusters Score -4.291248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11317 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97893 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24745 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 43755 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912492.000000 Penalty: 66272.132812
Iteration 383Q: 22 clusters Score -4.291249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97894 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24744 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 43753 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912488.000000 Penalty: 66272.132812
Iteration 384Q: 22 clusters Score -4.291249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11321 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97894 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24743 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 43752 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912488.000000 Penalty: 66272.132812
Iteration 385Q: 22 clusters Score -4.291249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24742 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 43751 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912508.000000 Penalty: 66272.132812
Iteration 386Q: 22 clusters Score -4.291251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24741 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 43751 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912484.000000 Penalty: 66272.132812
Iteration 387Q: 22 clusters Score -4.291248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24741 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 43750 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912496.000000 Penalty: 66272.132812
Iteration 388Q: 22 clusters Score -4.29125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24741 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 43749 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912496.000000 Penalty: 66272.132812
Iteration 389Q: 22 clusters Score -4.29125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19348 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24740 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 43749 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912492.000000 Penalty: 66272.132812
Iteration 390Q: 22 clusters Score -4.291249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 19349 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24738 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 43749 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912504.000000 Penalty: 66272.132812
Iteration 391Q: 22 clusters Score -4.29125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 24735 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912480.000000 Penalty: 66272.132812
Iteration 392Q: 22 clusters Score -4.291248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11336 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97896 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24734 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912496.000000 Penalty: 66272.132812
Iteration 393Q: 22 clusters Score -4.29125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 11343 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24734 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4439 members 
Mstep: Class 17 contains 43741 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912464.000000 Penalty: 66272.132812
Iteration 394Q: 22 clusters Score -4.291246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11344 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97897 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24733 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 43738 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912480.000000 Penalty: 66272.132812
Iteration 395Q: 22 clusters Score -4.291248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11348 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97896 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24732 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4437 members 
Mstep: Class 17 contains 43737 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912476.000000 Penalty: 66272.132812
Iteration 396Q: 22 clusters Score -4.291248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24730 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4436 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912472.000000 Penalty: 66272.132812
Iteration 397Q: 22 clusters Score -4.291247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97897 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5834 members 
Mstep: Class 9 contains 24726 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4435 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912496.000000 Penalty: 66272.132812
Iteration 398Q: 22 clusters Score -4.29125e+07 nChanged 4
Entering ConstructFrom: 
Score: -42912496.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -853543.187500 Penalty: 2189.720703
	Iteration 0F: 2 clusters Score -853543.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -847875.500000 Penalty: 4379.441406
	Iteration 0F: 3 clusters Score -847875.5 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -849465.125000 Penalty: 4379.441406
	Iteration 1F: 3 clusters Score -849465.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -849786.687500 Penalty: 4379.441406
	Iteration 2F: 3 clusters Score -849786.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -849988.812500 Penalty: 4379.441406
	Iteration 3F: 3 clusters Score -849988.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -850152.250000 Penalty: 4379.441406
	Iteration 4Q: 3 clusters Score -850152.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -850299.000000 Penalty: 4379.441406
	Iteration 5Q: 3 clusters Score -850299 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -850420.875000 Penalty: 4379.441406
	Iteration 6Q: 3 clusters Score -850420.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -850512.937500 Penalty: 4379.441406
	Iteration 7Q: 3 clusters Score -850512.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -850611.812500 Penalty: 4379.441406
	Iteration 8Q: 3 clusters Score -850611.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -850683.062500 Penalty: 4379.441406
	Iteration 9Q: 3 clusters Score -850683.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -850758.375000 Penalty: 4379.441406
	Iteration 10Q: 3 clusters Score -850758.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -850834.687500 Penalty: 4379.441406
	Iteration 11Q: 3 clusters Score -850834.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -850927.875000 Penalty: 4379.441406
	Iteration 12Q: 3 clusters Score -850927.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -851014.437500 Penalty: 4379.441406
	Iteration 13Q: 3 clusters Score -851014.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -851097.500000 Penalty: 4379.441406
	Iteration 14Q: 3 clusters Score -851097.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -851175.687500 Penalty: 4379.441406
	Iteration 15Q: 3 clusters Score -851175.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -851262.250000 Penalty: 4379.441406
	Iteration 16Q: 3 clusters Score -851262.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -851361.187500 Penalty: 4379.441406
	Iteration 17Q: 3 clusters Score -851361.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -851454.875000 Penalty: 4379.441406
	Iteration 18Q: 3 clusters Score -851454.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -851542.875000 Penalty: 4379.441406
	Iteration 19Q: 3 clusters Score -851542.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -851611.312500 Penalty: 4379.441406
	Iteration 20F: 3 clusters Score -851611.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -851660.000000 Penalty: 4379.441406
	Iteration 21Q: 3 clusters Score -851660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -851697.437500 Penalty: 4379.441406
	Iteration 22Q: 3 clusters Score -851697.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -851717.312500 Penalty: 4379.441406
	Iteration 23Q: 3 clusters Score -851717.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -851732.937500 Penalty: 4379.441406
	Iteration 24Q: 3 clusters Score -851732.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -851743.500000 Penalty: 4379.441406
	Iteration 25Q: 3 clusters Score -851743.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -851753.125000 Penalty: 4379.441406
	Iteration 26Q: 3 clusters Score -851753.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -851762.000000 Penalty: 4379.441406
	Iteration 27Q: 3 clusters Score -851762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -851768.562500 Penalty: 4379.441406
	Iteration 28Q: 3 clusters Score -851768.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -851775.375000 Penalty: 4379.441406
	Iteration 29Q: 3 clusters Score -851775.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -851781.625000 Penalty: 4379.441406
	Iteration 30Q: 3 clusters Score -851781.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -851788.125000 Penalty: 4379.441406
	Iteration 31Q: 3 clusters Score -851788.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -851792.500000 Penalty: 4379.441406
	Iteration 32Q: 3 clusters Score -851792.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -851795.437500 Penalty: 4379.441406
	Iteration 33Q: 3 clusters Score -851795.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -851796.625000 Penalty: 4379.441406
	Iteration 34Q: 3 clusters Score -851796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -851798.375000 Penalty: 4379.441406
	Iteration 35Q: 3 clusters Score -851798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -851802.875000 Penalty: 4379.441406
	Iteration 36Q: 3 clusters Score -851802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -851804.562500 Penalty: 4379.441406
	Iteration 37Q: 3 clusters Score -851804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -851807.500000 Penalty: 4379.441406
	Iteration 38Q: 3 clusters Score -851807.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -851811.062500 Penalty: 4379.441406
	Iteration 39Q: 3 clusters Score -851811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -851814.250000 Penalty: 4379.441406
	Iteration 40F: 3 clusters Score -851814.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -851817.125000 Penalty: 4379.441406
	Iteration 41Q: 3 clusters Score -851817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -851820.187500 Penalty: 4379.441406
	Iteration 42Q: 3 clusters Score -851820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -851822.000000 Penalty: 4379.441406
	Iteration 43Q: 3 clusters Score -851822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -851824.187500 Penalty: 4379.441406
	Iteration 44Q: 3 clusters Score -851824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -851824.437500 Penalty: 4379.441406
	Iteration 45Q: 3 clusters Score -851824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -851826.812500 Penalty: 4379.441406
	Iteration 46Q: 3 clusters Score -851826.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -851829.500000 Penalty: 4379.441406
	Iteration 47Q: 3 clusters Score -851829.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -851832.812500 Penalty: 4379.441406
	Iteration 48Q: 3 clusters Score -851832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -851833.437500 Penalty: 4379.441406
	Iteration 49Q: 3 clusters Score -851833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -851835.500000 Penalty: 4379.441406
	Iteration 50Q: 3 clusters Score -851835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -851836.125000 Penalty: 4379.441406
	Iteration 51Q: 3 clusters Score -851836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -851837.937500 Penalty: 4379.441406
	Iteration 52Q: 3 clusters Score -851837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -851841.187500 Penalty: 4379.441406
	Iteration 53Q: 3 clusters Score -851841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -851839.687500 Penalty: 4379.441406
	Iteration 54Q: 3 clusters Score -851839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -851840.500000 Penalty: 4379.441406
	Iteration 55Q: 3 clusters Score -851840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -851840.250000 Penalty: 4379.441406
	Iteration 56Q: 3 clusters Score -851840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -851841.875000 Penalty: 4379.441406
	Iteration 57Q: 3 clusters Score -851841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -851842.187500 Penalty: 4379.441406
	Iteration 58Q: 3 clusters Score -851842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -851841.812500 Penalty: 4379.441406
	Iteration 59Q: 3 clusters Score -851841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -851843.125000 Penalty: 4379.441406
	Iteration 60F: 3 clusters Score -851843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -851844.437500 Penalty: 4379.441406
	Iteration 61Q: 3 clusters Score -851844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -851844.312500 Penalty: 4379.441406
	Iteration 62Q: 3 clusters Score -851844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -851844.312500 Penalty: 4379.441406
	Iteration 63F: 3 clusters Score -851844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Entering Unmasked Estep 
Score: -2735216.750000 Penalty: 2467.348877
	Iteration 0F: 2 clusters Score -2735217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2720513.000000 Penalty: 4934.697754
	Iteration 0F: 3 clusters Score -2720513 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2725440.500000 Penalty: 4934.697754
	Iteration 1F: 3 clusters Score -2725440 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2725827.000000 Penalty: 4934.697754
	Iteration 2F: 3 clusters Score -2725827 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2726213.000000 Penalty: 4934.697754
	Iteration 3Q: 3 clusters Score -2726213 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2726612.750000 Penalty: 4934.697754
	Iteration 4Q: 3 clusters Score -2726613 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2727082.500000 Penalty: 4934.697754
	Iteration 5Q: 3 clusters Score -2727082 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2727629.750000 Penalty: 4934.697754
	Iteration 6Q: 3 clusters Score -2727630 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2728289.500000 Penalty: 4934.697754
	Iteration 7F: 3 clusters Score -2728290 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2729049.500000 Penalty: 4934.697754
	Iteration 8F: 3 clusters Score -2729050 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2729898.500000 Penalty: 4934.697754
	Iteration 9F: 3 clusters Score -2729898 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2730800.250000 Penalty: 4934.697754
	Iteration 10F: 3 clusters Score -2730800 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2731640.250000 Penalty: 4934.697754
	Iteration 11Q: 3 clusters Score -2731640 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2732194.750000 Penalty: 4934.697754
	Iteration 12Q: 3 clusters Score -2732195 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2732433.750000 Penalty: 4934.697754
	Iteration 13Q: 3 clusters Score -2732434 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2732557.250000 Penalty: 4934.697754
	Iteration 14Q: 3 clusters Score -2732557 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2732608.750000 Penalty: 4934.697754
	Iteration 15Q: 3 clusters Score -2732609 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2732639.250000 Penalty: 4934.697754
	Iteration 16Q: 3 clusters Score -2732639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2732666.750000 Penalty: 4934.697754
	Iteration 17Q: 3 clusters Score -2732667 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2732674.750000 Penalty: 4934.697754
	Iteration 18Q: 3 clusters Score -2732675 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2732688.000000 Penalty: 4934.697754
	Iteration 19Q: 3 clusters Score -2732688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2732707.500000 Penalty: 4934.697754
	Iteration 20F: 3 clusters Score -2732708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2732709.750000 Penalty: 4934.697754
	Iteration 21Q: 3 clusters Score -2732710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2732729.750000 Penalty: 4934.697754
	Iteration 22Q: 3 clusters Score -2732730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2732747.500000 Penalty: 4934.697754
	Iteration 23Q: 3 clusters Score -2732748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2732749.250000 Penalty: 4934.697754
	Iteration 24Q: 3 clusters Score -2732749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2732756.250000 Penalty: 4934.697754
	Iteration 25Q: 3 clusters Score -2732756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2732759.250000 Penalty: 4934.697754
	Iteration 26Q: 3 clusters Score -2732759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2732769.000000 Penalty: 4934.697754
	Iteration 27Q: 3 clusters Score -2732769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2732766.500000 Penalty: 4934.697754
	Iteration 28Q: 3 clusters Score -2732766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2732767.500000 Penalty: 4934.697754
	Iteration 29Q: 3 clusters Score -2732768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2732775.750000 Penalty: 4934.697754
	Iteration 30Q: 3 clusters Score -2732776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2732772.500000 Penalty: 4934.697754
	Iteration 31Q: 3 clusters Score -2732772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2732772.750000 Penalty: 4934.697754
	Iteration 32Q: 3 clusters Score -2732773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2732780.250000 Penalty: 4934.697754
	Iteration 33Q: 3 clusters Score -2732780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2732783.750000 Penalty: 4934.697754
	Iteration 34Q: 3 clusters Score -2732784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2732792.750000 Penalty: 4934.697754
	Iteration 35Q: 3 clusters Score -2732793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2732794.000000 Penalty: 4934.697754
	Iteration 36Q: 3 clusters Score -2732794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2732794.500000 Penalty: 4934.697754
	Iteration 37Q: 3 clusters Score -2732794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2732790.250000 Penalty: 4934.697754
	Iteration 38Q: 3 clusters Score -2732790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2732787.250000 Penalty: 4934.697754
	Iteration 39Q: 3 clusters Score -2732787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2732776.750000 Penalty: 4934.697754
	Iteration 40F: 3 clusters Score -2732777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2732775.750000 Penalty: 4934.697754
	Iteration 41Q: 3 clusters Score -2732776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2732779.750000 Penalty: 4934.697754
	Iteration 42Q: 3 clusters Score -2732780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2732787.250000 Penalty: 4934.697754
	Iteration 43Q: 3 clusters Score -2732787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2732784.750000 Penalty: 4934.697754
	Iteration 44Q: 3 clusters Score -2732785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2732782.000000 Penalty: 4934.697754
	Iteration 45Q: 3 clusters Score -2732782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2732776.750000 Penalty: 4934.697754
	Iteration 46Q: 3 clusters Score -2732777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2732782.250000 Penalty: 4934.697754
	Iteration 47Q: 3 clusters Score -2732782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2732788.250000 Penalty: 4934.697754
	Iteration 48Q: 3 clusters Score -2732788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2732789.750000 Penalty: 4934.697754
	Iteration 49Q: 3 clusters Score -2732790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2732791.500000 Penalty: 4934.697754
	Iteration 50Q: 3 clusters Score -2732792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2732791.250000 Penalty: 4934.697754
	Iteration 51Q: 3 clusters Score -2732791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2732800.500000 Penalty: 4934.697754
	Iteration 52Q: 3 clusters Score -2732800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2732802.750000 Penalty: 4934.697754
	Iteration 53Q: 3 clusters Score -2732803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2732802.000000 Penalty: 4934.697754
	Iteration 54Q: 3 clusters Score -2732802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2732803.250000 Penalty: 4934.697754
	Iteration 55Q: 3 clusters Score -2732803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2732806.750000 Penalty: 4934.697754
	Iteration 56Q: 3 clusters Score -2732807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2732812.750000 Penalty: 4934.697754
	Iteration 57Q: 3 clusters Score -2732813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2732806.750000 Penalty: 4934.697754
	Iteration 58Q: 3 clusters Score -2732807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2732812.000000 Penalty: 4934.697754
	Iteration 59Q: 3 clusters Score -2732812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2732815.750000 Penalty: 4934.697754
	Iteration 60F: 3 clusters Score -2732816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2732815.000000 Penalty: 4934.697754
	Iteration 61Q: 3 clusters Score -2732815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2732818.750000 Penalty: 4934.697754
	Iteration 62Q: 3 clusters Score -2732819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2732822.750000 Penalty: 4934.697754
	Iteration 63Q: 3 clusters Score -2732823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2732826.750000 Penalty: 4934.697754
	Iteration 64Q: 3 clusters Score -2732827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2732824.750000 Penalty: 4934.697754
	Iteration 65Q: 3 clusters Score -2732825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2732824.000000 Penalty: 4934.697754
	Iteration 66Q: 3 clusters Score -2732824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2732830.750000 Penalty: 4934.697754
	Iteration 67Q: 3 clusters Score -2732831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2732825.500000 Penalty: 4934.697754
	Iteration 68Q: 3 clusters Score -2732826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2732828.000000 Penalty: 4934.697754
	Iteration 69Q: 3 clusters Score -2732828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2732824.500000 Penalty: 4934.697754
	Iteration 70Q: 3 clusters Score -2732824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2732824.250000 Penalty: 4934.697754
	Iteration 71Q: 3 clusters Score -2732824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2732821.500000 Penalty: 4934.697754
	Iteration 72Q: 3 clusters Score -2732822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2732826.750000 Penalty: 4934.697754
	Iteration 73Q: 3 clusters Score -2732827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2732823.000000 Penalty: 4934.697754
	Iteration 74Q: 3 clusters Score -2732823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2732826.500000 Penalty: 4934.697754
	Iteration 75Q: 3 clusters Score -2732826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2732825.250000 Penalty: 4934.697754
	Iteration 76Q: 3 clusters Score -2732825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2732821.750000 Penalty: 4934.697754
	Iteration 77Q: 3 clusters Score -2732822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2732824.250000 Penalty: 4934.697754
	Iteration 78Q: 3 clusters Score -2732824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2732829.000000 Penalty: 4934.697754
	Iteration 79Q: 3 clusters Score -2732829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2732830.250000 Penalty: 4934.697754
	Iteration 80F: 3 clusters Score -2732830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2732830.000000 Penalty: 4934.697754
	Iteration 81Q: 3 clusters Score -2732830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2732829.000000 Penalty: 4934.697754
	Iteration 82Q: 3 clusters Score -2732829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2732829.000000 Penalty: 4934.697754
	Iteration 83F: 3 clusters Score -2732829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Entering Unmasked Estep 
Score: -1481361.500000 Penalty: 2315.700439
	Iteration 0F: 2 clusters Score -1481362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1472791.375000 Penalty: 4631.400879
	Iteration 0F: 3 clusters Score -1472791 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1475328.625000 Penalty: 4631.400879
	Iteration 1F: 3 clusters Score -1475329 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1475598.625000 Penalty: 4631.400879
	Iteration 2F: 3 clusters Score -1475599 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1475784.500000 Penalty: 4631.400879
	Iteration 3Q: 3 clusters Score -1475784 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1475919.375000 Penalty: 4631.400879
	Iteration 4Q: 3 clusters Score -1475919 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1476040.625000 Penalty: 4631.400879
	Iteration 5Q: 3 clusters Score -1476041 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1476135.750000 Penalty: 4631.400879
	Iteration 6Q: 3 clusters Score -1476136 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1476202.000000 Penalty: 4631.400879
	Iteration 7Q: 3 clusters Score -1476202 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1476261.500000 Penalty: 4631.400879
	Iteration 8Q: 3 clusters Score -1476262 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1476310.750000 Penalty: 4631.400879
	Iteration 9Q: 3 clusters Score -1476311 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1476379.500000 Penalty: 4631.400879
	Iteration 10Q: 3 clusters Score -1476380 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1476455.750000 Penalty: 4631.400879
	Iteration 11Q: 3 clusters Score -1476456 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1476527.125000 Penalty: 4631.400879
	Iteration 12Q: 3 clusters Score -1476527 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1476604.000000 Penalty: 4631.400879
	Iteration 13Q: 3 clusters Score -1476604 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1476675.250000 Penalty: 4631.400879
	Iteration 14Q: 3 clusters Score -1476675 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1476746.125000 Penalty: 4631.400879
	Iteration 15Q: 3 clusters Score -1476746 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1476829.125000 Penalty: 4631.400879
	Iteration 16Q: 3 clusters Score -1476829 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1476927.375000 Penalty: 4631.400879
	Iteration 17Q: 3 clusters Score -1476927 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1477032.375000 Penalty: 4631.400879
	Iteration 18Q: 3 clusters Score -1477032 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1477149.125000 Penalty: 4631.400879
	Iteration 19Q: 3 clusters Score -1477149 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1477282.375000 Penalty: 4631.400879
	Iteration 20F: 3 clusters Score -1477282 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1477443.375000 Penalty: 4631.400879
	Iteration 21Q: 3 clusters Score -1477443 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1477637.125000 Penalty: 4631.400879
	Iteration 22Q: 3 clusters Score -1477637 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1477807.750000 Penalty: 4631.400879
	Iteration 23Q: 3 clusters Score -1477808 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1477949.000000 Penalty: 4631.400879
	Iteration 24Q: 3 clusters Score -1477949 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1478059.250000 Penalty: 4631.400879
	Iteration 25Q: 3 clusters Score -1478059 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1478147.250000 Penalty: 4631.400879
	Iteration 26Q: 3 clusters Score -1478147 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1478197.250000 Penalty: 4631.400879
	Iteration 27Q: 3 clusters Score -1478197 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1478241.125000 Penalty: 4631.400879
	Iteration 28Q: 3 clusters Score -1478241 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1478283.000000 Penalty: 4631.400879
	Iteration 29Q: 3 clusters Score -1478283 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1478320.000000 Penalty: 4631.400879
	Iteration 30Q: 3 clusters Score -1478320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1478369.750000 Penalty: 4631.400879
	Iteration 31Q: 3 clusters Score -1478370 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1478418.750000 Penalty: 4631.400879
	Iteration 32Q: 3 clusters Score -1478419 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1478456.625000 Penalty: 4631.400879
	Iteration 33Q: 3 clusters Score -1478457 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1478489.625000 Penalty: 4631.400879
	Iteration 34Q: 3 clusters Score -1478490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1478520.125000 Penalty: 4631.400879
	Iteration 35Q: 3 clusters Score -1478520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1478543.000000 Penalty: 4631.400879
	Iteration 36Q: 3 clusters Score -1478543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1478562.250000 Penalty: 4631.400879
	Iteration 37Q: 3 clusters Score -1478562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1478585.375000 Penalty: 4631.400879
	Iteration 38Q: 3 clusters Score -1478585 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1478604.375000 Penalty: 4631.400879
	Iteration 39Q: 3 clusters Score -1478604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1478619.500000 Penalty: 4631.400879
	Iteration 40F: 3 clusters Score -1478620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1478630.500000 Penalty: 4631.400879
	Iteration 41Q: 3 clusters Score -1478630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1478648.375000 Penalty: 4631.400879
	Iteration 42Q: 3 clusters Score -1478648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1478674.625000 Penalty: 4631.400879
	Iteration 43Q: 3 clusters Score -1478675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1478708.625000 Penalty: 4631.400879
	Iteration 44Q: 3 clusters Score -1478709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1478750.625000 Penalty: 4631.400879
	Iteration 45Q: 3 clusters Score -1478751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1478785.625000 Penalty: 4631.400879
	Iteration 46Q: 3 clusters Score -1478786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1478824.250000 Penalty: 4631.400879
	Iteration 47Q: 3 clusters Score -1478824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1478871.125000 Penalty: 4631.400879
	Iteration 48Q: 3 clusters Score -1478871 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1478907.625000 Penalty: 4631.400879
	Iteration 49Q: 3 clusters Score -1478908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1478958.375000 Penalty: 4631.400879
	Iteration 50Q: 3 clusters Score -1478958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1479009.125000 Penalty: 4631.400879
	Iteration 51Q: 3 clusters Score -1479009 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1479053.750000 Penalty: 4631.400879
	Iteration 52Q: 3 clusters Score -1479054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1479088.125000 Penalty: 4631.400879
	Iteration 53Q: 3 clusters Score -1479088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1479124.625000 Penalty: 4631.400879
	Iteration 54Q: 3 clusters Score -1479125 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1479169.250000 Penalty: 4631.400879
	Iteration 55Q: 3 clusters Score -1479169 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1479226.375000 Penalty: 4631.400879
	Iteration 56Q: 3 clusters Score -1479226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1479292.625000 Penalty: 4631.400879
	Iteration 57Q: 3 clusters Score -1479293 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1479355.375000 Penalty: 4631.400879
	Iteration 58Q: 3 clusters Score -1479355 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1479407.875000 Penalty: 4631.400879
	Iteration 59Q: 3 clusters Score -1479408 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1479454.500000 Penalty: 4631.400879
	Iteration 60F: 3 clusters Score -1479454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1479489.625000 Penalty: 4631.400879
	Iteration 61Q: 3 clusters Score -1479490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1479523.125000 Penalty: 4631.400879
	Iteration 62Q: 3 clusters Score -1479523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1479545.125000 Penalty: 4631.400879
	Iteration 63Q: 3 clusters Score -1479545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1479556.500000 Penalty: 4631.400879
	Iteration 64Q: 3 clusters Score -1479556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1479569.375000 Penalty: 4631.400879
	Iteration 65Q: 3 clusters Score -1479569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1479578.125000 Penalty: 4631.400879
	Iteration 66Q: 3 clusters Score -1479578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1479586.250000 Penalty: 4631.400879
	Iteration 67Q: 3 clusters Score -1479586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1479590.375000 Penalty: 4631.400879
	Iteration 68Q: 3 clusters Score -1479590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1479601.625000 Penalty: 4631.400879
	Iteration 69Q: 3 clusters Score -1479602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1479607.500000 Penalty: 4631.400879
	Iteration 70Q: 3 clusters Score -1479608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1479613.500000 Penalty: 4631.400879
	Iteration 71Q: 3 clusters Score -1479614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1479621.125000 Penalty: 4631.400879
	Iteration 72Q: 3 clusters Score -1479621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1479625.000000 Penalty: 4631.400879
	Iteration 73Q: 3 clusters Score -1479625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1479630.375000 Penalty: 4631.400879
	Iteration 74Q: 3 clusters Score -1479630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1479634.750000 Penalty: 4631.400879
	Iteration 75Q: 3 clusters Score -1479635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1479635.500000 Penalty: 4631.400879
	Iteration 76Q: 3 clusters Score -1479636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1479639.625000 Penalty: 4631.400879
	Iteration 77Q: 3 clusters Score -1479640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1479639.375000 Penalty: 4631.400879
	Iteration 78Q: 3 clusters Score -1479639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1479643.375000 Penalty: 4631.400879
	Iteration 79Q: 3 clusters Score -1479643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1479645.875000 Penalty: 4631.400879
	Iteration 80F: 3 clusters Score -1479646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1479645.875000 Penalty: 4631.400879
	Iteration 81Q: 3 clusters Score -1479646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1479648.375000 Penalty: 4631.400879
	Iteration 82Q: 3 clusters Score -1479648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1479652.750000 Penalty: 4631.400879
	Iteration 83Q: 3 clusters Score -1479653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1479650.625000 Penalty: 4631.400879
	Iteration 84Q: 3 clusters Score -1479651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1479654.375000 Penalty: 4631.400879
	Iteration 85Q: 3 clusters Score -1479654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1479655.125000 Penalty: 4631.400879
	Iteration 86Q: 3 clusters Score -1479655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1479655.000000 Penalty: 4631.400879
	Iteration 87Q: 3 clusters Score -1479655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1479655.250000 Penalty: 4631.400879
	Iteration 88Q: 3 clusters Score -1479655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1479655.250000 Penalty: 4631.400879
	Iteration 89F: 3 clusters Score -1479655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1310599.875000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1310600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1302876.125000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1302876 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1305082.250000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1305082 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1305475.000000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1305475 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1305800.000000 Penalty: 4572.231934
	Iteration 3F: 3 clusters Score -1305800 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1306163.750000 Penalty: 4572.231934
	Iteration 4F: 3 clusters Score -1306164 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1306611.625000 Penalty: 4572.231934
	Iteration 5F: 3 clusters Score -1306612 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1307108.750000 Penalty: 4572.231934
	Iteration 6F: 3 clusters Score -1307109 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1307548.750000 Penalty: 4572.231934
	Iteration 7F: 3 clusters Score -1307549 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1307877.500000 Penalty: 4572.231934
	Iteration 8F: 3 clusters Score -1307878 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1308098.750000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1308099 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1308231.625000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1308232 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1308325.750000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1308326 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1308388.500000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1308388 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1308448.875000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1308449 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1308493.875000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1308494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1308527.625000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1308528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1308560.500000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1308560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1308593.250000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1308593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1308625.750000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1308626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1308647.375000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1308647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1308668.500000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1308668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1308676.875000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1308677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1308685.625000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1308686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1308697.750000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1308698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1308715.500000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1308716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1308732.000000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1308732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1308749.625000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1308750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1308770.125000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1308770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1308791.875000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1308792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1308812.375000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1308812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1308826.125000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1308826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1308842.750000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -1308843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1308856.000000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -1308856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1308872.625000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -1308873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1308878.500000 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -1308878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1308886.125000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -1308886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1308893.625000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -1308894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1308902.500000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -1308902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1308906.250000 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -1308906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1308913.750000 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -1308914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1308920.500000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -1308920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1308933.625000 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -1308934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1308942.125000 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -1308942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1308950.250000 Penalty: 4572.231934
	Iteration 43Q: 3 clusters Score -1308950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1308950.500000 Penalty: 4572.231934
	Iteration 44Q: 3 clusters Score -1308950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1308960.875000 Penalty: 4572.231934
	Iteration 45Q: 3 clusters Score -1308961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1308964.000000 Penalty: 4572.231934
	Iteration 46Q: 3 clusters Score -1308964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1308966.625000 Penalty: 4572.231934
	Iteration 47Q: 3 clusters Score -1308967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1308971.750000 Penalty: 4572.231934
	Iteration 48Q: 3 clusters Score -1308972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1308970.375000 Penalty: 4572.231934
	Iteration 49Q: 3 clusters Score -1308970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1308977.250000 Penalty: 4572.231934
	Iteration 50Q: 3 clusters Score -1308977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1308979.375000 Penalty: 4572.231934
	Iteration 51Q: 3 clusters Score -1308979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1308983.125000 Penalty: 4572.231934
	Iteration 52Q: 3 clusters Score -1308983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1308989.000000 Penalty: 4572.231934
	Iteration 53Q: 3 clusters Score -1308989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1308991.875000 Penalty: 4572.231934
	Iteration 54Q: 3 clusters Score -1308992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1308998.750000 Penalty: 4572.231934
	Iteration 55Q: 3 clusters Score -1308999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1309008.125000 Penalty: 4572.231934
	Iteration 56Q: 3 clusters Score -1309008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1309009.375000 Penalty: 4572.231934
	Iteration 57Q: 3 clusters Score -1309009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1309014.375000 Penalty: 4572.231934
	Iteration 58Q: 3 clusters Score -1309014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1309020.000000 Penalty: 4572.231934
	Iteration 59Q: 3 clusters Score -1309020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1309022.375000 Penalty: 4572.231934
	Iteration 60F: 3 clusters Score -1309022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1309026.875000 Penalty: 4572.231934
	Iteration 61Q: 3 clusters Score -1309027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1309028.625000 Penalty: 4572.231934
	Iteration 62Q: 3 clusters Score -1309029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1309032.500000 Penalty: 4572.231934
	Iteration 63Q: 3 clusters Score -1309032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1309033.250000 Penalty: 4572.231934
	Iteration 64Q: 3 clusters Score -1309033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1309039.750000 Penalty: 4572.231934
	Iteration 65Q: 3 clusters Score -1309040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1309043.250000 Penalty: 4572.231934
	Iteration 66Q: 3 clusters Score -1309043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1309043.250000 Penalty: 4572.231934
	Iteration 67F: 3 clusters Score -1309043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Entering Unmasked Estep 
Score: -12875545.000000 Penalty: 2849.937012
	Iteration 0F: 2 clusters Score -1.287554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -12810396.000000 Penalty: 5699.874023
	Iteration 0F: 3 clusters Score -1.28104e+07 nChanged 46173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -12836350.000000 Penalty: 5699.874023
	Iteration 1F: 3 clusters Score -1.283635e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -12836968.000000 Penalty: 5699.874023
	Iteration 2Q: 3 clusters Score -1.283697e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -12837630.000000 Penalty: 5699.874023
	Iteration 3Q: 3 clusters Score -1.283763e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -12838462.000000 Penalty: 5699.874023
	Iteration 4Q: 3 clusters Score -1.283846e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -12839476.000000 Penalty: 5699.874023
	Iteration 5Q: 3 clusters Score -1.283948e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -12841002.000000 Penalty: 5699.874023
	Iteration 6Q: 3 clusters Score -1.2841e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -12843333.000000 Penalty: 5699.874023
	Iteration 7F: 3 clusters Score -1.284333e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -12847417.000000 Penalty: 5699.874023
	Iteration 8F: 3 clusters Score -1.284742e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -12853232.000000 Penalty: 5699.874023
	Iteration 9F: 3 clusters Score -1.285323e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -12860542.000000 Penalty: 5699.874023
	Iteration 10F: 3 clusters Score -1.286054e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -12866933.000000 Penalty: 5699.874023
	Iteration 11F: 3 clusters Score -1.286693e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -12870544.000000 Penalty: 5699.874023
	Iteration 12Q: 3 clusters Score -1.287054e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -12872016.000000 Penalty: 5699.874023
	Iteration 13Q: 3 clusters Score -1.287202e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -12872578.000000 Penalty: 5699.874023
	Iteration 14Q: 3 clusters Score -1.287258e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -12872791.000000 Penalty: 5699.874023
	Iteration 15Q: 3 clusters Score -1.287279e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 97497 members 
Entering Unmasked Estep 
Score: -12872897.000000 Penalty: 5699.874023
	Iteration 16Q: 3 clusters Score -1.28729e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -12872970.000000 Penalty: 5699.874023
	Iteration 17Q: 3 clusters Score -1.287297e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -12873038.000000 Penalty: 5699.874023
	Iteration 18Q: 3 clusters Score -1.287304e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -12873077.000000 Penalty: 5699.874023
	Iteration 19Q: 3 clusters Score -1.287308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -12873112.000000 Penalty: 5699.874023
	Iteration 20F: 3 clusters Score -1.287311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -12873154.000000 Penalty: 5699.874023
	Iteration 21Q: 3 clusters Score -1.287315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -12873181.000000 Penalty: 5699.874023
	Iteration 22Q: 3 clusters Score -1.287318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -12873203.000000 Penalty: 5699.874023
	Iteration 23Q: 3 clusters Score -1.28732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -12873227.000000 Penalty: 5699.874023
	Iteration 24Q: 3 clusters Score -1.287323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -12873220.000000 Penalty: 5699.874023
	Iteration 25Q: 3 clusters Score -1.287322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -12873242.000000 Penalty: 5699.874023
	Iteration 26Q: 3 clusters Score -1.287324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -12873258.000000 Penalty: 5699.874023
	Iteration 27Q: 3 clusters Score -1.287326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -12873259.000000 Penalty: 5699.874023
	Iteration 28Q: 3 clusters Score -1.287326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -12873261.000000 Penalty: 5699.874023
	Iteration 29Q: 3 clusters Score -1.287326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -12873269.000000 Penalty: 5699.874023
	Iteration 30Q: 3 clusters Score -1.287327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -12873267.000000 Penalty: 5699.874023
	Iteration 31Q: 3 clusters Score -1.287327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -12873272.000000 Penalty: 5699.874023
	Iteration 32Q: 3 clusters Score -1.287327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -12873282.000000 Penalty: 5699.874023
	Iteration 33Q: 3 clusters Score -1.287328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -12873281.000000 Penalty: 5699.874023
	Iteration 34Q: 3 clusters Score -1.287328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 97590 members 
Entering Unmasked Estep 
Score: -12873283.000000 Penalty: 5699.874023
	Iteration 35Q: 3 clusters Score -1.287328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -12873287.000000 Penalty: 5699.874023
	Iteration 36Q: 3 clusters Score -1.287329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -12873287.000000 Penalty: 5699.874023
	Iteration 37Q: 3 clusters Score -1.287329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -12873287.000000 Penalty: 5699.874023
	Iteration 38F: 3 clusters Score -1.287329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Entering Unmasked Estep 
Score: -1702018.875000 Penalty: 2347.718994
	Iteration 0F: 2 clusters Score -1702019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1692547.500000 Penalty: 4695.437988
	Iteration 0F: 3 clusters Score -1692548 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1695529.000000 Penalty: 4695.437988
	Iteration 1F: 3 clusters Score -1695529 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1695944.250000 Penalty: 4695.437988
	Iteration 2F: 3 clusters Score -1695944 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1696302.375000 Penalty: 4695.437988
	Iteration 3F: 3 clusters Score -1696302 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1696685.625000 Penalty: 4695.437988
	Iteration 4F: 3 clusters Score -1696686 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1697120.625000 Penalty: 4695.437988
	Iteration 5F: 3 clusters Score -1697121 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1697579.500000 Penalty: 4695.437988
	Iteration 6F: 3 clusters Score -1697580 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1697992.125000 Penalty: 4695.437988
	Iteration 7F: 3 clusters Score -1697992 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1698321.500000 Penalty: 4695.437988
	Iteration 8Q: 3 clusters Score -1698322 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1698603.875000 Penalty: 4695.437988
	Iteration 9Q: 3 clusters Score -1698604 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1698791.125000 Penalty: 4695.437988
	Iteration 10Q: 3 clusters Score -1698791 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1698906.500000 Penalty: 4695.437988
	Iteration 11Q: 3 clusters Score -1698906 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1698984.500000 Penalty: 4695.437988
	Iteration 12Q: 3 clusters Score -1698984 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1699040.250000 Penalty: 4695.437988
	Iteration 13Q: 3 clusters Score -1699040 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1699091.375000 Penalty: 4695.437988
	Iteration 14Q: 3 clusters Score -1699091 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1699137.250000 Penalty: 4695.437988
	Iteration 15Q: 3 clusters Score -1699137 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1699182.125000 Penalty: 4695.437988
	Iteration 16Q: 3 clusters Score -1699182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1699224.500000 Penalty: 4695.437988
	Iteration 17Q: 3 clusters Score -1699224 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1699281.500000 Penalty: 4695.437988
	Iteration 18Q: 3 clusters Score -1699282 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1699352.250000 Penalty: 4695.437988
	Iteration 19Q: 3 clusters Score -1699352 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1699425.250000 Penalty: 4695.437988
	Iteration 20F: 3 clusters Score -1699425 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1699506.250000 Penalty: 4695.437988
	Iteration 21Q: 3 clusters Score -1699506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1699581.250000 Penalty: 4695.437988
	Iteration 22Q: 3 clusters Score -1699581 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1699672.750000 Penalty: 4695.437988
	Iteration 23Q: 3 clusters Score -1699673 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1699746.500000 Penalty: 4695.437988
	Iteration 24Q: 3 clusters Score -1699746 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1699817.250000 Penalty: 4695.437988
	Iteration 25Q: 3 clusters Score -1699817 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1699879.125000 Penalty: 4695.437988
	Iteration 26Q: 3 clusters Score -1699879 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1699914.250000 Penalty: 4695.437988
	Iteration 27Q: 3 clusters Score -1699914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1699945.625000 Penalty: 4695.437988
	Iteration 28Q: 3 clusters Score -1699946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1699981.875000 Penalty: 4695.437988
	Iteration 29Q: 3 clusters Score -1699982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1700005.000000 Penalty: 4695.437988
	Iteration 30Q: 3 clusters Score -1700005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1700020.375000 Penalty: 4695.437988
	Iteration 31Q: 3 clusters Score -1700020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1700031.375000 Penalty: 4695.437988
	Iteration 32Q: 3 clusters Score -1700031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1700049.375000 Penalty: 4695.437988
	Iteration 33Q: 3 clusters Score -1700049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1700067.500000 Penalty: 4695.437988
	Iteration 34Q: 3 clusters Score -1700068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1700077.875000 Penalty: 4695.437988
	Iteration 35Q: 3 clusters Score -1700078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1700090.000000 Penalty: 4695.437988
	Iteration 36Q: 3 clusters Score -1700090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1700095.750000 Penalty: 4695.437988
	Iteration 37Q: 3 clusters Score -1700096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1700101.875000 Penalty: 4695.437988
	Iteration 38Q: 3 clusters Score -1700102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1700106.875000 Penalty: 4695.437988
	Iteration 39Q: 3 clusters Score -1700107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1700113.250000 Penalty: 4695.437988
	Iteration 40F: 3 clusters Score -1700113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1700117.625000 Penalty: 4695.437988
	Iteration 41Q: 3 clusters Score -1700118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1700131.125000 Penalty: 4695.437988
	Iteration 42Q: 3 clusters Score -1700131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1700135.750000 Penalty: 4695.437988
	Iteration 43Q: 3 clusters Score -1700136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1700145.250000 Penalty: 4695.437988
	Iteration 44Q: 3 clusters Score -1700145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1700153.750000 Penalty: 4695.437988
	Iteration 45Q: 3 clusters Score -1700154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1700159.500000 Penalty: 4695.437988
	Iteration 46Q: 3 clusters Score -1700160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1700164.000000 Penalty: 4695.437988
	Iteration 47Q: 3 clusters Score -1700164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1700163.750000 Penalty: 4695.437988
	Iteration 48Q: 3 clusters Score -1700164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1700163.875000 Penalty: 4695.437988
	Iteration 49Q: 3 clusters Score -1700164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1700163.500000 Penalty: 4695.437988
	Iteration 50Q: 3 clusters Score -1700164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1700163.500000 Penalty: 4695.437988
	Iteration 51F: 3 clusters Score -1700164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Entering Unmasked Estep 
Score: -2498038.750000 Penalty: 2447.883789
	Iteration 0F: 2 clusters Score -2498039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2484367.000000 Penalty: 4895.767578
	Iteration 0F: 3 clusters Score -2484367 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2489077.250000 Penalty: 4895.767578
	Iteration 1F: 3 clusters Score -2489077 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2489640.500000 Penalty: 4895.767578
	Iteration 2F: 3 clusters Score -2489640 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2490145.000000 Penalty: 4895.767578
	Iteration 3F: 3 clusters Score -2490145 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2490653.000000 Penalty: 4895.767578
	Iteration 4Q: 3 clusters Score -2490653 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2491201.750000 Penalty: 4895.767578
	Iteration 5Q: 3 clusters Score -2491202 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2491842.250000 Penalty: 4895.767578
	Iteration 6Q: 3 clusters Score -2491842 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2492541.500000 Penalty: 4895.767578
	Iteration 7F: 3 clusters Score -2492542 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2493286.000000 Penalty: 4895.767578
	Iteration 8F: 3 clusters Score -2493286 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2494019.500000 Penalty: 4895.767578
	Iteration 9F: 3 clusters Score -2494020 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2494652.750000 Penalty: 4895.767578
	Iteration 10Q: 3 clusters Score -2494653 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2495184.000000 Penalty: 4895.767578
	Iteration 11Q: 3 clusters Score -2495184 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2495588.000000 Penalty: 4895.767578
	Iteration 12Q: 3 clusters Score -2495588 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2495924.500000 Penalty: 4895.767578
	Iteration 13Q: 3 clusters Score -2495924 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2496189.000000 Penalty: 4895.767578
	Iteration 14Q: 3 clusters Score -2496189 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2496358.000000 Penalty: 4895.767578
	Iteration 15Q: 3 clusters Score -2496358 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2496481.000000 Penalty: 4895.767578
	Iteration 16Q: 3 clusters Score -2496481 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2496552.750000 Penalty: 4895.767578
	Iteration 17Q: 3 clusters Score -2496553 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2496609.000000 Penalty: 4895.767578
	Iteration 18Q: 3 clusters Score -2496609 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2496632.000000 Penalty: 4895.767578
	Iteration 19Q: 3 clusters Score -2496632 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2496665.250000 Penalty: 4895.767578
	Iteration 20F: 3 clusters Score -2496665 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2496696.250000 Penalty: 4895.767578
	Iteration 21Q: 3 clusters Score -2496696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2496714.750000 Penalty: 4895.767578
	Iteration 22Q: 3 clusters Score -2496715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2496726.000000 Penalty: 4895.767578
	Iteration 23Q: 3 clusters Score -2496726 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2496750.250000 Penalty: 4895.767578
	Iteration 24Q: 3 clusters Score -2496750 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2496768.750000 Penalty: 4895.767578
	Iteration 25Q: 3 clusters Score -2496769 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2496781.250000 Penalty: 4895.767578
	Iteration 26Q: 3 clusters Score -2496781 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2496798.500000 Penalty: 4895.767578
	Iteration 27Q: 3 clusters Score -2496798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2496828.000000 Penalty: 4895.767578
	Iteration 28Q: 3 clusters Score -2496828 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2496859.750000 Penalty: 4895.767578
	Iteration 29Q: 3 clusters Score -2496860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2496888.250000 Penalty: 4895.767578
	Iteration 30Q: 3 clusters Score -2496888 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2496934.500000 Penalty: 4895.767578
	Iteration 31Q: 3 clusters Score -2496934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2496975.500000 Penalty: 4895.767578
	Iteration 32Q: 3 clusters Score -2496976 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2497047.000000 Penalty: 4895.767578
	Iteration 33Q: 3 clusters Score -2497047 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2497129.250000 Penalty: 4895.767578
	Iteration 34Q: 3 clusters Score -2497129 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2497226.750000 Penalty: 4895.767578
	Iteration 35Q: 3 clusters Score -2497227 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2497324.500000 Penalty: 4895.767578
	Iteration 36Q: 3 clusters Score -2497324 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2497517.750000 Penalty: 4895.767578
	Iteration 37Q: 3 clusters Score -2497518 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2497726.250000 Penalty: 4895.767578
	Iteration 38Q: 3 clusters Score -2497726 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2497947.500000 Penalty: 4895.767578
	Iteration 39Q: 3 clusters Score -2497948 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2498154.250000 Penalty: 4895.767578
	Iteration 40F: 3 clusters Score -2498154 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2498297.000000 Penalty: 4895.767578
	Iteration 41Q: 3 clusters Score -2498297 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2498359.500000 Penalty: 4895.767578
	Iteration 42Q: 3 clusters Score -2498360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2498382.750000 Penalty: 4895.767578
	Iteration 43Q: 3 clusters Score -2498383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2498406.500000 Penalty: 4895.767578
	Iteration 44Q: 3 clusters Score -2498406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2498410.000000 Penalty: 4895.767578
	Iteration 45Q: 3 clusters Score -2498410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2498415.250000 Penalty: 4895.767578
	Iteration 46Q: 3 clusters Score -2498415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2498415.250000 Penalty: 4895.767578
	Iteration 47Q: 3 clusters Score -2498415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2498411.500000 Penalty: 4895.767578
	Iteration 48Q: 3 clusters Score -2498412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2498416.250000 Penalty: 4895.767578
	Iteration 49Q: 3 clusters Score -2498416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2498418.750000 Penalty: 4895.767578
	Iteration 50Q: 3 clusters Score -2498419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2498419.750000 Penalty: 4895.767578
	Iteration 51Q: 3 clusters Score -2498420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2498422.250000 Penalty: 4895.767578
	Iteration 52Q: 3 clusters Score -2498422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2498421.750000 Penalty: 4895.767578
	Iteration 53Q: 3 clusters Score -2498422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2498422.500000 Penalty: 4895.767578
	Iteration 54Q: 3 clusters Score -2498422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2498422.500000 Penalty: 4895.767578
	Iteration 55F: 3 clusters Score -2498422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97898 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14045 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24726 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Mstep: Class 22 contains 5306 members 
Entering Unmasked Estep 
Score: -42912316.000000 Penalty: 69427.945312
Splitting cluster 7 changes total score from -42912496.000000 to -42912316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -699945.750000 Penalty: 2150.479004
	Iteration 0F: 2 clusters Score -699945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -694918.750000 Penalty: 4300.958008
	Iteration 0F: 3 clusters Score -694918.8 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -696249.125000 Penalty: 4300.958008
	Iteration 1F: 3 clusters Score -696249.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -696582.812500 Penalty: 4300.958008
	Iteration 2F: 3 clusters Score -696582.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -696833.750000 Penalty: 4300.958008
	Iteration 3F: 3 clusters Score -696833.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -697031.812500 Penalty: 4300.958008
	Iteration 4F: 3 clusters Score -697031.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -697192.312500 Penalty: 4300.958008
	Iteration 5Q: 3 clusters Score -697192.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -697321.437500 Penalty: 4300.958008
	Iteration 6Q: 3 clusters Score -697321.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -697427.875000 Penalty: 4300.958008
	Iteration 7Q: 3 clusters Score -697427.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -697519.312500 Penalty: 4300.958008
	Iteration 8Q: 3 clusters Score -697519.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -697590.500000 Penalty: 4300.958008
	Iteration 9Q: 3 clusters Score -697590.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -697651.625000 Penalty: 4300.958008
	Iteration 10Q: 3 clusters Score -697651.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -697710.562500 Penalty: 4300.958008
	Iteration 11Q: 3 clusters Score -697710.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -697766.750000 Penalty: 4300.958008
	Iteration 12Q: 3 clusters Score -697766.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -697804.062500 Penalty: 4300.958008
	Iteration 13Q: 3 clusters Score -697804.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -697833.500000 Penalty: 4300.958008
	Iteration 14Q: 3 clusters Score -697833.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -697857.937500 Penalty: 4300.958008
	Iteration 15Q: 3 clusters Score -697857.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -697874.562500 Penalty: 4300.958008
	Iteration 16Q: 3 clusters Score -697874.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -697883.750000 Penalty: 4300.958008
	Iteration 17Q: 3 clusters Score -697883.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -697893.937500 Penalty: 4300.958008
	Iteration 18Q: 3 clusters Score -697893.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -697903.437500 Penalty: 4300.958008
	Iteration 19Q: 3 clusters Score -697903.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -697914.437500 Penalty: 4300.958008
	Iteration 20F: 3 clusters Score -697914.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -697924.625000 Penalty: 4300.958008
	Iteration 21Q: 3 clusters Score -697924.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -697935.625000 Penalty: 4300.958008
	Iteration 22Q: 3 clusters Score -697935.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -697942.000000 Penalty: 4300.958008
	Iteration 23Q: 3 clusters Score -697942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -697946.625000 Penalty: 4300.958008
	Iteration 24Q: 3 clusters Score -697946.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -697950.687500 Penalty: 4300.958008
	Iteration 25Q: 3 clusters Score -697950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -697951.062500 Penalty: 4300.958008
	Iteration 26Q: 3 clusters Score -697951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -697953.125000 Penalty: 4300.958008
	Iteration 27Q: 3 clusters Score -697953.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -697954.500000 Penalty: 4300.958008
	Iteration 28Q: 3 clusters Score -697954.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -697959.250000 Penalty: 4300.958008
	Iteration 29Q: 3 clusters Score -697959.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -697963.937500 Penalty: 4300.958008
	Iteration 30Q: 3 clusters Score -697963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -697963.500000 Penalty: 4300.958008
	Iteration 31Q: 3 clusters Score -697963.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -697965.437500 Penalty: 4300.958008
	Iteration 32Q: 3 clusters Score -697965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -697965.937500 Penalty: 4300.958008
	Iteration 33Q: 3 clusters Score -697965.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -697967.125000 Penalty: 4300.958008
	Iteration 34Q: 3 clusters Score -697967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -697967.125000 Penalty: 4300.958008
	Iteration 35Q: 3 clusters Score -697967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -697967.687500 Penalty: 4300.958008
	Iteration 36Q: 3 clusters Score -697967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -697968.312500 Penalty: 4300.958008
	Iteration 37Q: 3 clusters Score -697968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -697968.937500 Penalty: 4300.958008
	Iteration 38Q: 3 clusters Score -697968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -697970.750000 Penalty: 4300.958008
	Iteration 39Q: 3 clusters Score -697970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -697973.625000 Penalty: 4300.958008
	Iteration 40F: 3 clusters Score -697973.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -697978.250000 Penalty: 4300.958008
	Iteration 41Q: 3 clusters Score -697978.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -697980.750000 Penalty: 4300.958008
	Iteration 42Q: 3 clusters Score -697980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -697982.187500 Penalty: 4300.958008
	Iteration 43Q: 3 clusters Score -697982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -697983.875000 Penalty: 4300.958008
	Iteration 44Q: 3 clusters Score -697983.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -697985.062500 Penalty: 4300.958008
	Iteration 45Q: 3 clusters Score -697985.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -697988.000000 Penalty: 4300.958008
	Iteration 46Q: 3 clusters Score -697988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -697991.687500 Penalty: 4300.958008
	Iteration 47Q: 3 clusters Score -697991.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -697994.500000 Penalty: 4300.958008
	Iteration 48Q: 3 clusters Score -697994.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -698002.000000 Penalty: 4300.958008
	Iteration 49Q: 3 clusters Score -698002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -698008.562500 Penalty: 4300.958008
	Iteration 50Q: 3 clusters Score -698008.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -698011.812500 Penalty: 4300.958008
	Iteration 51Q: 3 clusters Score -698011.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -698017.312500 Penalty: 4300.958008
	Iteration 52Q: 3 clusters Score -698017.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -698030.500000 Penalty: 4300.958008
	Iteration 53Q: 3 clusters Score -698030.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -698039.500000 Penalty: 4300.958008
	Iteration 54Q: 3 clusters Score -698039.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -698047.000000 Penalty: 4300.958008
	Iteration 55Q: 3 clusters Score -698047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -698055.187500 Penalty: 4300.958008
	Iteration 56Q: 3 clusters Score -698055.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -698065.937500 Penalty: 4300.958008
	Iteration 57Q: 3 clusters Score -698065.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -698077.187500 Penalty: 4300.958008
	Iteration 58Q: 3 clusters Score -698077.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -698089.500000 Penalty: 4300.958008
	Iteration 59Q: 3 clusters Score -698089.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -698096.187500 Penalty: 4300.958008
	Iteration 60F: 3 clusters Score -698096.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -698106.750000 Penalty: 4300.958008
	Iteration 61Q: 3 clusters Score -698106.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -698120.000000 Penalty: 4300.958008
	Iteration 62Q: 3 clusters Score -698120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -698137.750000 Penalty: 4300.958008
	Iteration 63Q: 3 clusters Score -698137.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -698151.437500 Penalty: 4300.958008
	Iteration 64Q: 3 clusters Score -698151.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -698166.250000 Penalty: 4300.958008
	Iteration 65Q: 3 clusters Score -698166.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -698177.000000 Penalty: 4300.958008
	Iteration 66Q: 3 clusters Score -698177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -698188.750000 Penalty: 4300.958008
	Iteration 67Q: 3 clusters Score -698188.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -698198.375000 Penalty: 4300.958008
	Iteration 68Q: 3 clusters Score -698198.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -698208.250000 Penalty: 4300.958008
	Iteration 69Q: 3 clusters Score -698208.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -698214.312500 Penalty: 4300.958008
	Iteration 70Q: 3 clusters Score -698214.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -698223.250000 Penalty: 4300.958008
	Iteration 71Q: 3 clusters Score -698223.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -698238.187500 Penalty: 4300.958008
	Iteration 72Q: 3 clusters Score -698238.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -698246.625000 Penalty: 4300.958008
	Iteration 73Q: 3 clusters Score -698246.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -698253.250000 Penalty: 4300.958008
	Iteration 74Q: 3 clusters Score -698253.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -698258.250000 Penalty: 4300.958008
	Iteration 75Q: 3 clusters Score -698258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -698265.625000 Penalty: 4300.958008
	Iteration 76Q: 3 clusters Score -698265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -698269.250000 Penalty: 4300.958008
	Iteration 77Q: 3 clusters Score -698269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -698274.750000 Penalty: 4300.958008
	Iteration 78Q: 3 clusters Score -698274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -698277.187500 Penalty: 4300.958008
	Iteration 79Q: 3 clusters Score -698277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -698279.562500 Penalty: 4300.958008
	Iteration 80F: 3 clusters Score -698279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -698283.562500 Penalty: 4300.958008
	Iteration 81Q: 3 clusters Score -698283.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -698285.187500 Penalty: 4300.958008
	Iteration 82Q: 3 clusters Score -698285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -698285.625000 Penalty: 4300.958008
	Iteration 83Q: 3 clusters Score -698285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -698287.937500 Penalty: 4300.958008
	Iteration 84Q: 3 clusters Score -698287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -698289.875000 Penalty: 4300.958008
	Iteration 85Q: 3 clusters Score -698289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -698291.375000 Penalty: 4300.958008
	Iteration 86Q: 3 clusters Score -698291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -698292.375000 Penalty: 4300.958008
	Iteration 87Q: 3 clusters Score -698292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -698292.375000 Penalty: 4300.958008
	Iteration 88Q: 3 clusters Score -698292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -698293.375000 Penalty: 4300.958008
	Iteration 89Q: 3 clusters Score -698293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -698293.375000 Penalty: 4300.958008
	Iteration 90F: 3 clusters Score -698293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Entering Unmasked Estep 
Score: -3068863.750000 Penalty: 2508.671387
	Iteration 0F: 2 clusters Score -3068864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3051800.000000 Penalty: 5017.342773
	Iteration 0F: 3 clusters Score -3051800 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3057935.500000 Penalty: 5017.342773
	Iteration 1F: 3 clusters Score -3057936 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3058509.000000 Penalty: 5017.342773
	Iteration 2F: 3 clusters Score -3058509 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3059018.750000 Penalty: 5017.342773
	Iteration 3Q: 3 clusters Score -3059019 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3059504.750000 Penalty: 5017.342773
	Iteration 4Q: 3 clusters Score -3059505 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3060038.250000 Penalty: 5017.342773
	Iteration 5Q: 3 clusters Score -3060038 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3060633.500000 Penalty: 5017.342773
	Iteration 6Q: 3 clusters Score -3060634 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3061255.250000 Penalty: 5017.342773
	Iteration 7Q: 3 clusters Score -3061255 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3061973.750000 Penalty: 5017.342773
	Iteration 8Q: 3 clusters Score -3061974 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3062689.000000 Penalty: 5017.342773
	Iteration 9Q: 3 clusters Score -3062689 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3063338.750000 Penalty: 5017.342773
	Iteration 10Q: 3 clusters Score -3063339 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3063842.750000 Penalty: 5017.342773
	Iteration 11Q: 3 clusters Score -3063843 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3064216.500000 Penalty: 5017.342773
	Iteration 12Q: 3 clusters Score -3064216 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3064426.250000 Penalty: 5017.342773
	Iteration 13Q: 3 clusters Score -3064426 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3064537.250000 Penalty: 5017.342773
	Iteration 14Q: 3 clusters Score -3064537 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3064635.000000 Penalty: 5017.342773
	Iteration 15Q: 3 clusters Score -3064635 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3064707.000000 Penalty: 5017.342773
	Iteration 16Q: 3 clusters Score -3064707 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3064787.750000 Penalty: 5017.342773
	Iteration 17Q: 3 clusters Score -3064788 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3064851.750000 Penalty: 5017.342773
	Iteration 18Q: 3 clusters Score -3064852 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3064907.000000 Penalty: 5017.342773
	Iteration 19Q: 3 clusters Score -3064907 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3064945.750000 Penalty: 5017.342773
	Iteration 20F: 3 clusters Score -3064946 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3065007.750000 Penalty: 5017.342773
	Iteration 21Q: 3 clusters Score -3065008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3065038.500000 Penalty: 5017.342773
	Iteration 22Q: 3 clusters Score -3065038 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3065071.750000 Penalty: 5017.342773
	Iteration 23Q: 3 clusters Score -3065072 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3065108.000000 Penalty: 5017.342773
	Iteration 24Q: 3 clusters Score -3065108 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3065147.750000 Penalty: 5017.342773
	Iteration 25Q: 3 clusters Score -3065148 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3065173.500000 Penalty: 5017.342773
	Iteration 26Q: 3 clusters Score -3065174 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3065212.750000 Penalty: 5017.342773
	Iteration 27Q: 3 clusters Score -3065213 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3065259.250000 Penalty: 5017.342773
	Iteration 28Q: 3 clusters Score -3065259 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3065289.000000 Penalty: 5017.342773
	Iteration 29Q: 3 clusters Score -3065289 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3065299.000000 Penalty: 5017.342773
	Iteration 30Q: 3 clusters Score -3065299 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3065317.000000 Penalty: 5017.342773
	Iteration 31Q: 3 clusters Score -3065317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3065331.250000 Penalty: 5017.342773
	Iteration 32Q: 3 clusters Score -3065331 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3065349.750000 Penalty: 5017.342773
	Iteration 33Q: 3 clusters Score -3065350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3065346.750000 Penalty: 5017.342773
	Iteration 34Q: 3 clusters Score -3065347 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3065361.500000 Penalty: 5017.342773
	Iteration 35Q: 3 clusters Score -3065362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3065376.500000 Penalty: 5017.342773
	Iteration 36Q: 3 clusters Score -3065376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3065388.250000 Penalty: 5017.342773
	Iteration 37Q: 3 clusters Score -3065388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3065411.000000 Penalty: 5017.342773
	Iteration 38Q: 3 clusters Score -3065411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3065422.250000 Penalty: 5017.342773
	Iteration 39Q: 3 clusters Score -3065422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3065434.750000 Penalty: 5017.342773
	Iteration 40F: 3 clusters Score -3065435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3065424.750000 Penalty: 5017.342773
	Iteration 41Q: 3 clusters Score -3065425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3065440.250000 Penalty: 5017.342773
	Iteration 42Q: 3 clusters Score -3065440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3065457.000000 Penalty: 5017.342773
	Iteration 43Q: 3 clusters Score -3065457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3065466.750000 Penalty: 5017.342773
	Iteration 44Q: 3 clusters Score -3065467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3065468.500000 Penalty: 5017.342773
	Iteration 45Q: 3 clusters Score -3065468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3065464.500000 Penalty: 5017.342773
	Iteration 46Q: 3 clusters Score -3065464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3065467.250000 Penalty: 5017.342773
	Iteration 47Q: 3 clusters Score -3065467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3065474.250000 Penalty: 5017.342773
	Iteration 48Q: 3 clusters Score -3065474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3065471.500000 Penalty: 5017.342773
	Iteration 49Q: 3 clusters Score -3065472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3065479.500000 Penalty: 5017.342773
	Iteration 50Q: 3 clusters Score -3065480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3065474.000000 Penalty: 5017.342773
	Iteration 51Q: 3 clusters Score -3065474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3065481.000000 Penalty: 5017.342773
	Iteration 52Q: 3 clusters Score -3065481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3065477.500000 Penalty: 5017.342773
	Iteration 53Q: 3 clusters Score -3065478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3065480.000000 Penalty: 5017.342773
	Iteration 54Q: 3 clusters Score -3065480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3065484.750000 Penalty: 5017.342773
	Iteration 55Q: 3 clusters Score -3065485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3065487.500000 Penalty: 5017.342773
	Iteration 56Q: 3 clusters Score -3065488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3065488.500000 Penalty: 5017.342773
	Iteration 57Q: 3 clusters Score -3065488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3065490.250000 Penalty: 5017.342773
	Iteration 58Q: 3 clusters Score -3065490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3065496.750000 Penalty: 5017.342773
	Iteration 59Q: 3 clusters Score -3065497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3065498.750000 Penalty: 5017.342773
	Iteration 60F: 3 clusters Score -3065499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3065504.250000 Penalty: 5017.342773
	Iteration 61Q: 3 clusters Score -3065504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3065501.250000 Penalty: 5017.342773
	Iteration 62Q: 3 clusters Score -3065501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3065506.250000 Penalty: 5017.342773
	Iteration 63Q: 3 clusters Score -3065506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3065509.250000 Penalty: 5017.342773
	Iteration 64Q: 3 clusters Score -3065509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3065512.750000 Penalty: 5017.342773
	Iteration 65Q: 3 clusters Score -3065513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3065514.500000 Penalty: 5017.342773
	Iteration 66Q: 3 clusters Score -3065514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3065511.000000 Penalty: 5017.342773
	Iteration 67Q: 3 clusters Score -3065511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3065511.250000 Penalty: 5017.342773
	Iteration 68Q: 3 clusters Score -3065511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3065509.750000 Penalty: 5017.342773
	Iteration 69Q: 3 clusters Score -3065510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3065507.500000 Penalty: 5017.342773
	Iteration 70Q: 3 clusters Score -3065508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3065507.500000 Penalty: 5017.342773
	Iteration 71F: 3 clusters Score -3065508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Entering Unmasked Estep 
Score: -1296405.375000 Penalty: 2274.247070
	Iteration 0F: 2 clusters Score -1296405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1288945.250000 Penalty: 4548.494141
	Iteration 0F: 3 clusters Score -1288945 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1291029.750000 Penalty: 4548.494141
	Iteration 1F: 3 clusters Score -1291030 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1291262.250000 Penalty: 4548.494141
	Iteration 2F: 3 clusters Score -1291262 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1291422.500000 Penalty: 4548.494141
	Iteration 3Q: 3 clusters Score -1291422 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1291541.500000 Penalty: 4548.494141
	Iteration 4Q: 3 clusters Score -1291542 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1291633.625000 Penalty: 4548.494141
	Iteration 5Q: 3 clusters Score -1291634 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1291731.125000 Penalty: 4548.494141
	Iteration 6Q: 3 clusters Score -1291731 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1291822.375000 Penalty: 4548.494141
	Iteration 7Q: 3 clusters Score -1291822 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1291926.500000 Penalty: 4548.494141
	Iteration 8Q: 3 clusters Score -1291926 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1292055.750000 Penalty: 4548.494141
	Iteration 9Q: 3 clusters Score -1292056 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1292209.125000 Penalty: 4548.494141
	Iteration 10Q: 3 clusters Score -1292209 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1292380.750000 Penalty: 4548.494141
	Iteration 11Q: 3 clusters Score -1292381 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1292604.250000 Penalty: 4548.494141
	Iteration 12Q: 3 clusters Score -1292604 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1292886.875000 Penalty: 4548.494141
	Iteration 13Q: 3 clusters Score -1292887 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1293201.375000 Penalty: 4548.494141
	Iteration 14Q: 3 clusters Score -1293201 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1293505.000000 Penalty: 4548.494141
	Iteration 15Q: 3 clusters Score -1293505 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1293751.125000 Penalty: 4548.494141
	Iteration 16Q: 3 clusters Score -1293751 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1293963.750000 Penalty: 4548.494141
	Iteration 17Q: 3 clusters Score -1293964 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1294121.750000 Penalty: 4548.494141
	Iteration 18Q: 3 clusters Score -1294122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1294233.000000 Penalty: 4548.494141
	Iteration 19Q: 3 clusters Score -1294233 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1294298.750000 Penalty: 4548.494141
	Iteration 20F: 3 clusters Score -1294299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1294341.750000 Penalty: 4548.494141
	Iteration 21Q: 3 clusters Score -1294342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1294377.250000 Penalty: 4548.494141
	Iteration 22Q: 3 clusters Score -1294377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1294395.500000 Penalty: 4548.494141
	Iteration 23Q: 3 clusters Score -1294396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1294401.250000 Penalty: 4548.494141
	Iteration 24Q: 3 clusters Score -1294401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1294411.250000 Penalty: 4548.494141
	Iteration 25Q: 3 clusters Score -1294411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1294420.500000 Penalty: 4548.494141
	Iteration 26Q: 3 clusters Score -1294420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1294422.625000 Penalty: 4548.494141
	Iteration 27Q: 3 clusters Score -1294423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1294425.375000 Penalty: 4548.494141
	Iteration 28Q: 3 clusters Score -1294425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1294427.625000 Penalty: 4548.494141
	Iteration 29Q: 3 clusters Score -1294428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1294429.750000 Penalty: 4548.494141
	Iteration 30Q: 3 clusters Score -1294430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1294429.750000 Penalty: 4548.494141
	Iteration 31F: 3 clusters Score -1294430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -30340.015625 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -30340.02 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 148 members 
Entering Unmasked Estep 
Score: -29189.359375 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -29189.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29303.880859 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -29303.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29376.632812 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -29376.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29407.726562 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -29407.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29425.650391 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -29425.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29445.189453 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -29445.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29477.513672 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -29477.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29486.253906 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -29486.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29491.318359 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -29491.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29502.779297 Penalty: 2805.372070
	Iteration 9Q: 3 clusters Score -29502.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29518.261719 Penalty: 2805.372070
	Iteration 10Q: 3 clusters Score -29518.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29518.261719 Penalty: 2805.372070
	Iteration 11F: 3 clusters Score -29518.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -151934.109375 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -151934.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -149802.062500 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -149802.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -150225.140625 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -150225.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -150368.812500 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -150368.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150516.843750 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -150516.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150626.140625 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -150626.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -150787.312500 Penalty: 3541.271484
	Iteration 5F: 3 clusters Score -150787.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -151076.765625 Penalty: 3541.271484
	Iteration 6F: 3 clusters Score -151076.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -151429.718750 Penalty: 3541.271484
	Iteration 7F: 3 clusters Score -151429.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -151720.078125 Penalty: 3541.271484
	Iteration 8F: 3 clusters Score -151720.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -151856.640625 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -151856.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -151908.812500 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -151908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -151924.281250 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -151924.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -151935.671875 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -151935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -151935.671875 Penalty: 3541.271484
	Iteration 13F: 3 clusters Score -151935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97898 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24726 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Mstep: Class 22 contains 382 members 
Entering Unmasked Estep 
Score: -42911084.000000 Penalty: 69427.945312
Splitting cluster 12 changes total score from -42912496.000000 to -42911084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Entering Unmasked Estep 
Score: -954565.875000 Penalty: 2205.980225
	Iteration 0F: 2 clusters Score -954565.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -948548.375000 Penalty: 4411.960449
	Iteration 0F: 3 clusters Score -948548.4 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -950181.437500 Penalty: 4411.960449
	Iteration 1F: 3 clusters Score -950181.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -950387.750000 Penalty: 4411.960449
	Iteration 2F: 3 clusters Score -950387.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -950503.375000 Penalty: 4411.960449
	Iteration 3Q: 3 clusters Score -950503.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -950591.875000 Penalty: 4411.960449
	Iteration 4Q: 3 clusters Score -950591.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -950656.625000 Penalty: 4411.960449
	Iteration 5Q: 3 clusters Score -950656.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -950709.812500 Penalty: 4411.960449
	Iteration 6Q: 3 clusters Score -950709.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -950756.500000 Penalty: 4411.960449
	Iteration 7Q: 3 clusters Score -950756.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -950797.500000 Penalty: 4411.960449
	Iteration 8Q: 3 clusters Score -950797.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -950839.000000 Penalty: 4411.960449
	Iteration 9Q: 3 clusters Score -950839 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -950875.875000 Penalty: 4411.960449
	Iteration 10Q: 3 clusters Score -950875.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -950911.125000 Penalty: 4411.960449
	Iteration 11Q: 3 clusters Score -950911.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -950951.812500 Penalty: 4411.960449
	Iteration 12Q: 3 clusters Score -950951.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -950990.750000 Penalty: 4411.960449
	Iteration 13Q: 3 clusters Score -950990.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -951049.375000 Penalty: 4411.960449
	Iteration 14Q: 3 clusters Score -951049.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -951116.562500 Penalty: 4411.960449
	Iteration 15Q: 3 clusters Score -951116.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -951200.125000 Penalty: 4411.960449
	Iteration 16Q: 3 clusters Score -951200.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -951284.937500 Penalty: 4411.960449
	Iteration 17Q: 3 clusters Score -951284.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -951391.625000 Penalty: 4411.960449
	Iteration 18Q: 3 clusters Score -951391.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -951528.750000 Penalty: 4411.960449
	Iteration 19Q: 3 clusters Score -951528.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -951692.750000 Penalty: 4411.960449
	Iteration 20F: 3 clusters Score -951692.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -951879.187500 Penalty: 4411.960449
	Iteration 21Q: 3 clusters Score -951879.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -952048.062500 Penalty: 4411.960449
	Iteration 22Q: 3 clusters Score -952048.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -952187.875000 Penalty: 4411.960449
	Iteration 23Q: 3 clusters Score -952187.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -952303.750000 Penalty: 4411.960449
	Iteration 24Q: 3 clusters Score -952303.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -952381.187500 Penalty: 4411.960449
	Iteration 25Q: 3 clusters Score -952381.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -952436.500000 Penalty: 4411.960449
	Iteration 26Q: 3 clusters Score -952436.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -952484.812500 Penalty: 4411.960449
	Iteration 27Q: 3 clusters Score -952484.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -952518.812500 Penalty: 4411.960449
	Iteration 28Q: 3 clusters Score -952518.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -952550.062500 Penalty: 4411.960449
	Iteration 29Q: 3 clusters Score -952550.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -952580.187500 Penalty: 4411.960449
	Iteration 30Q: 3 clusters Score -952580.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -952604.437500 Penalty: 4411.960449
	Iteration 31Q: 3 clusters Score -952604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -952624.187500 Penalty: 4411.960449
	Iteration 32Q: 3 clusters Score -952624.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -952635.812500 Penalty: 4411.960449
	Iteration 33Q: 3 clusters Score -952635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -952639.312500 Penalty: 4411.960449
	Iteration 34Q: 3 clusters Score -952639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -952641.187500 Penalty: 4411.960449
	Iteration 35Q: 3 clusters Score -952641.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -952642.562500 Penalty: 4411.960449
	Iteration 36Q: 3 clusters Score -952642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -952645.375000 Penalty: 4411.960449
	Iteration 37Q: 3 clusters Score -952645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -952649.625000 Penalty: 4411.960449
	Iteration 38Q: 3 clusters Score -952649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -952654.312500 Penalty: 4411.960449
	Iteration 39Q: 3 clusters Score -952654.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -952659.062500 Penalty: 4411.960449
	Iteration 40F: 3 clusters Score -952659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -952666.062500 Penalty: 4411.960449
	Iteration 41Q: 3 clusters Score -952666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -952667.687500 Penalty: 4411.960449
	Iteration 42Q: 3 clusters Score -952667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -952667.500000 Penalty: 4411.960449
	Iteration 43Q: 3 clusters Score -952667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -952668.750000 Penalty: 4411.960449
	Iteration 44Q: 3 clusters Score -952668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -952668.750000 Penalty: 4411.960449
	Iteration 45F: 3 clusters Score -952668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Entering Unmasked Estep 
Score: -6142280.500000 Penalty: 2664.709473
	Iteration 0F: 2 clusters Score -6142280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -6110973.000000 Penalty: 5329.418945
	Iteration 0F: 3 clusters Score -6110973 nChanged 21292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -6122427.500000 Penalty: 5329.418945
	Iteration 1F: 3 clusters Score -6122428 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6125900 nChanged 1415
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Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6126346 nChanged 1494
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Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6127408 nChanged 1734
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Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6128228 nChanged 1891
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Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6129260 nChanged 2020
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Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6131631 nChanged 1722
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Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6132402 nChanged 1230
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Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6132799 nChanged 814
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Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6133048 nChanged 708
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Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6133212 nChanged 680
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Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6133416 nChanged 677
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Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6133604 nChanged 682
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Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6133822 nChanged 732
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Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6134050 nChanged 716
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Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6134334 nChanged 722
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Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6134620 nChanged 782
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6134918 nChanged 823
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Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6135289 nChanged 805
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Mstep: Class 1 contains 34401 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6135610 nChanged 759
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6135893 nChanged 739
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Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6136200 nChanged 693
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6136468 nChanged 671
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	Iteration 35Q: 3 clusters Score -6136748 nChanged 605
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Mstep: Class 2 contains 8784 members 
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	Iteration 37Q: 3 clusters Score -6137140 nChanged 528
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39112 members 
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	Iteration 39Q: 3 clusters Score -6137532 nChanged 424
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Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6137698 nChanged 406
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Mstep: Class 1 contains 39930 members 
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	Iteration 41Q: 3 clusters Score -6137853 nChanged 367
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Mstep: Class 1 contains 40291 members 
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	Iteration 42Q: 3 clusters Score -6137984 nChanged 373
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Mstep: Class 1 contains 41317 members 
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Mstep: Class 1 contains 41625 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6138420 nChanged 290
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Mstep: Class 1 contains 41913 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6138651 nChanged 262
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	Iteration 50Q: 3 clusters Score -6138824 nChanged 239
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	Iteration 52Q: 3 clusters Score -6138998 nChanged 202
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	Iteration 53Q: 3 clusters Score -6139065 nChanged 188
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	Iteration 54Q: 3 clusters Score -6139120 nChanged 171
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	Iteration 56Q: 3 clusters Score -6139244 nChanged 150
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	Iteration 57Q: 3 clusters Score -6139296 nChanged 135
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	Iteration 58Q: 3 clusters Score -6139364 nChanged 134
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	Iteration 59Q: 3 clusters Score -6139409 nChanged 132
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	Iteration 60F: 3 clusters Score -6139460 nChanged 112
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	Iteration 61Q: 3 clusters Score -6139522 nChanged 104
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	Iteration 62Q: 3 clusters Score -6139530 nChanged 114
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	Iteration 63Q: 3 clusters Score -6139601 nChanged 86
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	Iteration 64Q: 3 clusters Score -6139634 nChanged 68
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Mstep: Class 1 contains 44932 members 
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	Iteration 65Q: 3 clusters Score -6139658 nChanged 68
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	Iteration 66Q: 3 clusters Score -6139684 nChanged 62
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	Iteration 67Q: 3 clusters Score -6139707 nChanged 46
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	Iteration 68Q: 3 clusters Score -6139712 nChanged 47
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	Iteration 69Q: 3 clusters Score -6139746 nChanged 42
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	Iteration 70Q: 3 clusters Score -6139764 nChanged 47
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	Iteration 71Q: 3 clusters Score -6139792 nChanged 36
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	Iteration 72Q: 3 clusters Score -6139804 nChanged 31
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	Iteration 73Q: 3 clusters Score -6139822 nChanged 27
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	Iteration 74Q: 3 clusters Score -6139819 nChanged 10
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	Iteration 75Q: 3 clusters Score -6139829 nChanged 12
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	Iteration 76Q: 3 clusters Score -6139836 nChanged 15
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	Iteration 77Q: 3 clusters Score -6139842 nChanged 16
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	Iteration 78Q: 3 clusters Score -6139846 nChanged 16
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	Iteration 79Q: 3 clusters Score -6139846 nChanged 21
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	Iteration 80F: 3 clusters Score -6139850 nChanged 20
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	Iteration 81Q: 3 clusters Score -6139858 nChanged 23
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	Iteration 82Q: 3 clusters Score -6139878 nChanged 18
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	Iteration 83Q: 3 clusters Score -6139890 nChanged 13
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	Iteration 84Q: 3 clusters Score -6139887 nChanged 7
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	Iteration 85Q: 3 clusters Score -6139890 nChanged 5
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	Iteration 86Q: 3 clusters Score -6139898 nChanged 10
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	Iteration 87Q: 3 clusters Score -6139902 nChanged 10
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	Iteration 88Q: 3 clusters Score -6139905 nChanged 14
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	Iteration 89Q: 3 clusters Score -6139914 nChanged 9
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	Iteration 90Q: 3 clusters Score -6139918 nChanged 8
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	Iteration 91Q: 3 clusters Score -6139924 nChanged 4
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	Iteration 92Q: 3 clusters Score -6139928 nChanged 4
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	Iteration 93Q: 3 clusters Score -6139928 nChanged 1
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	Iteration 94Q: 3 clusters Score -6139929 nChanged 2
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Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6139929.500000 Penalty: 5329.418945
	Iteration 95Q: 3 clusters Score -6139930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6139935.500000 Penalty: 5329.418945
	Iteration 96Q: 3 clusters Score -6139936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6139937.000000 Penalty: 5329.418945
	Iteration 97Q: 3 clusters Score -6139937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6139930.000000 Penalty: 5329.418945
	Iteration 98Q: 3 clusters Score -6139930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6139937.500000 Penalty: 5329.418945
	Iteration 99Q: 3 clusters Score -6139938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6139934.000000 Penalty: 5329.418945
	Iteration 100F: 3 clusters Score -6139934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6139939.500000 Penalty: 5329.418945
	Iteration 101Q: 3 clusters Score -6139940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6139941.500000 Penalty: 5329.418945
	Iteration 102Q: 3 clusters Score -6139942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6139946.000000 Penalty: 5329.418945
	Iteration 103Q: 3 clusters Score -6139946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6139953.000000 Penalty: 5329.418945
	Iteration 104Q: 3 clusters Score -6139953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6139963.000000 Penalty: 5329.418945
	Iteration 105Q: 3 clusters Score -6139963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6139969.000000 Penalty: 5329.418945
	Iteration 106Q: 3 clusters Score -6139969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6139976.000000 Penalty: 5329.418945
	Iteration 107Q: 3 clusters Score -6139976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6139980.500000 Penalty: 5329.418945
	Iteration 108Q: 3 clusters Score -6139980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6139979.500000 Penalty: 5329.418945
	Iteration 109Q: 3 clusters Score -6139980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6139981.000000 Penalty: 5329.418945
	Iteration 110Q: 3 clusters Score -6139981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6139975.500000 Penalty: 5329.418945
	Iteration 111Q: 3 clusters Score -6139976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6139975.500000 Penalty: 5329.418945
	Iteration 112Q: 3 clusters Score -6139976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6139967.000000 Penalty: 5329.418945
	Iteration 113Q: 3 clusters Score -6139967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6139973.500000 Penalty: 5329.418945
	Iteration 114Q: 3 clusters Score -6139974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6139982.000000 Penalty: 5329.418945
	Iteration 115Q: 3 clusters Score -6139982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6139977.000000 Penalty: 5329.418945
	Iteration 116Q: 3 clusters Score -6139977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6139977.500000 Penalty: 5329.418945
	Iteration 117Q: 3 clusters Score -6139978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6139977.500000 Penalty: 5329.418945
	Iteration 118F: 3 clusters Score -6139978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -66723.492188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -66723.49 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 283 members 
Entering Unmasked Estep 
Score: -65162.507812 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -65162.51 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65349.156250 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -65349.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65408.753906 Penalty: 3133.313721
	Iteration 2Q: 3 clusters Score -65408.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65439.554688 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -65439.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65459.570312 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -65459.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65474.765625 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -65474.77 nChanged 8
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: -65492.195312 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -65492.2 nChanged 4
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: -65499.621094 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -65499.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65502.921875 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -65502.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65502.921875 Penalty: 3133.313721
	Iteration 9F: 3 clusters Score -65502.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -578752.125000 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -578752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -574571.562500 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -574571.6 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -575509.875000 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -575509.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -575716.187500 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -575716.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -575863.187500 Penalty: 4164.940430
	Iteration 3F: 3 clusters Score -575863.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -575981.625000 Penalty: 4164.940430
	Iteration 4Q: 3 clusters Score -575981.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -576100.562500 Penalty: 4164.940430
	Iteration 5Q: 3 clusters Score -576100.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -576205.937500 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -576205.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -576268.312500 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -576268.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -576313.562500 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -576313.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -576353.812500 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -576353.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -576391.937500 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -576391.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -576430.250000 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -576430.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -576458.062500 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -576458.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -576478.812500 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -576478.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -576501.625000 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -576501.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -576522.125000 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -576522.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -576540.687500 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -576540.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -576553.312500 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -576553.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -576565.000000 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -576565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -576576.750000 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -576576.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -576590.687500 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -576590.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -576602.437500 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -576602.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -576616.687500 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -576616.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -576626.687500 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -576626.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -576638.875000 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -576638.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -576651.062500 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -576651.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -576659.187500 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -576659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -576665.562500 Penalty: 4164.940430
	Iteration 27Q: 3 clusters Score -576665.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -576675.750000 Penalty: 4164.940430
	Iteration 28Q: 3 clusters Score -576675.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -576682.875000 Penalty: 4164.940430
	Iteration 29Q: 3 clusters Score -576682.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -576688.500000 Penalty: 4164.940430
	Iteration 30Q: 3 clusters Score -576688.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -576693.562500 Penalty: 4164.940430
	Iteration 31Q: 3 clusters Score -576693.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -576699.375000 Penalty: 4164.940430
	Iteration 32Q: 3 clusters Score -576699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -576704.375000 Penalty: 4164.940430
	Iteration 33Q: 3 clusters Score -576704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -576709.000000 Penalty: 4164.940430
	Iteration 34Q: 3 clusters Score -576709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -576712.187500 Penalty: 4164.940430
	Iteration 35Q: 3 clusters Score -576712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -576714.312500 Penalty: 4164.940430
	Iteration 36Q: 3 clusters Score -576714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -576716.687500 Penalty: 4164.940430
	Iteration 37Q: 3 clusters Score -576716.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -576718.875000 Penalty: 4164.940430
	Iteration 38Q: 3 clusters Score -576718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -576720.187500 Penalty: 4164.940430
	Iteration 39Q: 3 clusters Score -576720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -576724.250000 Penalty: 4164.940430
	Iteration 40F: 3 clusters Score -576724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -576727.250000 Penalty: 4164.940430
	Iteration 41Q: 3 clusters Score -576727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -576731.687500 Penalty: 4164.940430
	Iteration 42Q: 3 clusters Score -576731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -576733.812500 Penalty: 4164.940430
	Iteration 43Q: 3 clusters Score -576733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -576738.875000 Penalty: 4164.940430
	Iteration 44Q: 3 clusters Score -576738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -576741.250000 Penalty: 4164.940430
	Iteration 45Q: 3 clusters Score -576741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -576744.000000 Penalty: 4164.940430
	Iteration 46Q: 3 clusters Score -576744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -576745.500000 Penalty: 4164.940430
	Iteration 47Q: 3 clusters Score -576745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -576746.875000 Penalty: 4164.940430
	Iteration 48Q: 3 clusters Score -576746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -576749.312500 Penalty: 4164.940430
	Iteration 49Q: 3 clusters Score -576749.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -576751.812500 Penalty: 4164.940430
	Iteration 50Q: 3 clusters Score -576751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -576755.312500 Penalty: 4164.940430
	Iteration 51Q: 3 clusters Score -576755.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -576758.250000 Penalty: 4164.940430
	Iteration 52Q: 3 clusters Score -576758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -576760.875000 Penalty: 4164.940430
	Iteration 53Q: 3 clusters Score -576760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -576762.750000 Penalty: 4164.940430
	Iteration 54Q: 3 clusters Score -576762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -576767.375000 Penalty: 4164.940430
	Iteration 55Q: 3 clusters Score -576767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -576771.062500 Penalty: 4164.940430
	Iteration 56Q: 3 clusters Score -576771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -576777.062500 Penalty: 4164.940430
	Iteration 57Q: 3 clusters Score -576777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -576785.062500 Penalty: 4164.940430
	Iteration 58Q: 3 clusters Score -576785.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -576792.750000 Penalty: 4164.940430
	Iteration 59Q: 3 clusters Score -576792.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -576798.750000 Penalty: 4164.940430
	Iteration 60F: 3 clusters Score -576798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -576805.875000 Penalty: 4164.940430
	Iteration 61Q: 3 clusters Score -576805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -576812.437500 Penalty: 4164.940430
	Iteration 62Q: 3 clusters Score -576812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -576820.312500 Penalty: 4164.940430
	Iteration 63Q: 3 clusters Score -576820.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -576826.312500 Penalty: 4164.940430
	Iteration 64Q: 3 clusters Score -576826.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -576829.937500 Penalty: 4164.940430
	Iteration 65Q: 3 clusters Score -576829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -576834.437500 Penalty: 4164.940430
	Iteration 66Q: 3 clusters Score -576834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -576837.562500 Penalty: 4164.940430
	Iteration 67Q: 3 clusters Score -576837.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -576843.812500 Penalty: 4164.940430
	Iteration 68Q: 3 clusters Score -576843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -576848.750000 Penalty: 4164.940430
	Iteration 69Q: 3 clusters Score -576848.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -576851.312500 Penalty: 4164.940430
	Iteration 70Q: 3 clusters Score -576851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -576854.500000 Penalty: 4164.940430
	Iteration 71Q: 3 clusters Score -576854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -576857.562500 Penalty: 4164.940430
	Iteration 72Q: 3 clusters Score -576857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -576859.375000 Penalty: 4164.940430
	Iteration 73Q: 3 clusters Score -576859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -576861.625000 Penalty: 4164.940430
	Iteration 74Q: 3 clusters Score -576861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -576865.625000 Penalty: 4164.940430
	Iteration 75Q: 3 clusters Score -576865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -576867.687500 Penalty: 4164.940430
	Iteration 76Q: 3 clusters Score -576867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -576868.750000 Penalty: 4164.940430
	Iteration 77Q: 3 clusters Score -576868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -576870.750000 Penalty: 4164.940430
	Iteration 78Q: 3 clusters Score -576870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -576872.062500 Penalty: 4164.940430
	Iteration 79Q: 3 clusters Score -576872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -576873.875000 Penalty: 4164.940430
	Iteration 80F: 3 clusters Score -576873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -576875.875000 Penalty: 4164.940430
	Iteration 81Q: 3 clusters Score -576875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -576878.625000 Penalty: 4164.940430
	Iteration 82Q: 3 clusters Score -576878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -576880.937500 Penalty: 4164.940430
	Iteration 83Q: 3 clusters Score -576880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -576885.062500 Penalty: 4164.940430
	Iteration 84Q: 3 clusters Score -576885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -576887.937500 Penalty: 4164.940430
	Iteration 85Q: 3 clusters Score -576887.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -576895.062500 Penalty: 4164.940430
	Iteration 86Q: 3 clusters Score -576895.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -576902.000000 Penalty: 4164.940430
	Iteration 87Q: 3 clusters Score -576902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -576909.562500 Penalty: 4164.940430
	Iteration 88Q: 3 clusters Score -576909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -576914.750000 Penalty: 4164.940430
	Iteration 89Q: 3 clusters Score -576914.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -576919.250000 Penalty: 4164.940430
	Iteration 90Q: 3 clusters Score -576919.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -576923.562500 Penalty: 4164.940430
	Iteration 91Q: 3 clusters Score -576923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -576926.875000 Penalty: 4164.940430
	Iteration 92Q: 3 clusters Score -576926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -576931.750000 Penalty: 4164.940430
	Iteration 93Q: 3 clusters Score -576931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -576932.625000 Penalty: 4164.940430
	Iteration 94Q: 3 clusters Score -576932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -576935.250000 Penalty: 4164.940430
	Iteration 95Q: 3 clusters Score -576935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -576941.125000 Penalty: 4164.940430
	Iteration 96Q: 3 clusters Score -576941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -576945.312500 Penalty: 4164.940430
	Iteration 97Q: 3 clusters Score -576945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -576946.937500 Penalty: 4164.940430
	Iteration 98Q: 3 clusters Score -576946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -576947.875000 Penalty: 4164.940430
	Iteration 99Q: 3 clusters Score -576947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -576948.437500 Penalty: 4164.940430
	Iteration 100F: 3 clusters Score -576948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -576950.500000 Penalty: 4164.940430
	Iteration 101Q: 3 clusters Score -576950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -576952.000000 Penalty: 4164.940430
	Iteration 102Q: 3 clusters Score -576952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -576952.937500 Penalty: 4164.940430
	Iteration 103Q: 3 clusters Score -576952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -576952.937500 Penalty: 4164.940430
	Iteration 104F: 3 clusters Score -576952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Entering Unmasked Estep 
Score: -5683856.500000 Penalty: 2650.109863
	Iteration 0F: 2 clusters Score -5683856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5654120.500000 Penalty: 5300.219727
	Iteration 0F: 3 clusters Score -5654120 nChanged 20104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5665588.500000 Penalty: 5300.219727
	Iteration 1F: 3 clusters Score -5665588 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -5666313.500000 Penalty: 5300.219727
	Iteration 2Q: 3 clusters Score -5666314 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -5667300.000000 Penalty: 5300.219727
	Iteration 3Q: 3 clusters Score -5667300 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -5668721.000000 Penalty: 5300.219727
	Iteration 4F: 3 clusters Score -5668721 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -5670792.000000 Penalty: 5300.219727
	Iteration 5F: 3 clusters Score -5670792 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -5673551.500000 Penalty: 5300.219727
	Iteration 6F: 3 clusters Score -5673552 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -5676611.000000 Penalty: 5300.219727
	Iteration 7F: 3 clusters Score -5676611 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -5679194.000000 Penalty: 5300.219727
	Iteration 8F: 3 clusters Score -5679194 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5680980.500000 Penalty: 5300.219727
	Iteration 9Q: 3 clusters Score -5680980 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -5681995.500000 Penalty: 5300.219727
	Iteration 10Q: 3 clusters Score -5681996 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5682509.000000 Penalty: 5300.219727
	Iteration 11Q: 3 clusters Score -5682509 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5682739.000000 Penalty: 5300.219727
	Iteration 12Q: 3 clusters Score -5682739 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -5682891.000000 Penalty: 5300.219727
	Iteration 13Q: 3 clusters Score -5682891 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -5683000.000000 Penalty: 5300.219727
	Iteration 14Q: 3 clusters Score -5683000 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -5683068.000000 Penalty: 5300.219727
	Iteration 15Q: 3 clusters Score -5683068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -5683103.000000 Penalty: 5300.219727
	Iteration 16Q: 3 clusters Score -5683103 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5683100.500000 Penalty: 5300.219727
	Iteration 17Q: 3 clusters Score -5683100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5683113.000000 Penalty: 5300.219727
	Iteration 18Q: 3 clusters Score -5683113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -5683118.500000 Penalty: 5300.219727
	Iteration 19Q: 3 clusters Score -5683118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -5683128.500000 Penalty: 5300.219727
	Iteration 20F: 3 clusters Score -5683128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5683131.500000 Penalty: 5300.219727
	Iteration 21Q: 3 clusters Score -5683132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5683129.500000 Penalty: 5300.219727
	Iteration 22Q: 3 clusters Score -5683130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -5683137.000000 Penalty: 5300.219727
	Iteration 23Q: 3 clusters Score -5683137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -5683139.500000 Penalty: 5300.219727
	Iteration 24Q: 3 clusters Score -5683140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -5683143.000000 Penalty: 5300.219727
	Iteration 25Q: 3 clusters Score -5683143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5683150.500000 Penalty: 5300.219727
	Iteration 26Q: 3 clusters Score -5683150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -5683149.000000 Penalty: 5300.219727
	Iteration 27Q: 3 clusters Score -5683149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5683155.500000 Penalty: 5300.219727
	Iteration 28Q: 3 clusters Score -5683156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5683154.500000 Penalty: 5300.219727
	Iteration 29Q: 3 clusters Score -5683154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5683155.000000 Penalty: 5300.219727
	Iteration 30Q: 3 clusters Score -5683155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5683152.000000 Penalty: 5300.219727
	Iteration 31Q: 3 clusters Score -5683152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5683147.000000 Penalty: 5300.219727
	Iteration 32Q: 3 clusters Score -5683147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5683147.000000 Penalty: 5300.219727
	Iteration 33F: 3 clusters Score -5683147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -152229.984375 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -152230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -150136.578125 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -150136.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -150924.671875 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -150924.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -151437.546875 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -151437.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -151656.312500 Penalty: 3545.969238
	Iteration 3F: 3 clusters Score -151656.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -151809.265625 Penalty: 3545.969238
	Iteration 4F: 3 clusters Score -151809.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -151986.406250 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -151986.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -152181.015625 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -152181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -152382.890625 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -152382.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -152543.796875 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -152543.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -152785.937500 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -152785.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -152952.671875 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -152952.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -153002.734375 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -153002.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -153068.031250 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -153068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -153099.937500 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -153099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -153121.421875 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -153121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -153135.171875 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -153135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -153151.156250 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -153151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153157.890625 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -153157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -153177.187500 Penalty: 3545.969238
	Iteration 18Q: 3 clusters Score -153177.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -153194.796875 Penalty: 3545.969238
	Iteration 19Q: 3 clusters Score -153194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -153209.437500 Penalty: 3545.969238
	Iteration 20F: 3 clusters Score -153209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -153224.531250 Penalty: 3545.969238
	Iteration 21Q: 3 clusters Score -153224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -153228.390625 Penalty: 3545.969238
	Iteration 22Q: 3 clusters Score -153228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -153231.484375 Penalty: 3545.969238
	Iteration 23Q: 3 clusters Score -153231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -153233.875000 Penalty: 3545.969238
	Iteration 24Q: 3 clusters Score -153233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -153233.875000 Penalty: 3545.969238
	Iteration 25F: 3 clusters Score -153233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97898 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24726 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 442 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Mstep: Class 22 contains 831 members 
Entering Unmasked Estep 
Score: -42912088.000000 Penalty: 69427.945312
Splitting cluster 18 changes total score from -42912496.000000 to -42912088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -568771.750000 Penalty: 2079.827393
	Iteration 0F: 2 clusters Score -568771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -564637.312500 Penalty: 4159.654785
	Iteration 0F: 3 clusters Score -564637.3 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -565590.625000 Penalty: 4159.654785
	Iteration 1F: 3 clusters Score -565590.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -565811.187500 Penalty: 4159.654785
	Iteration 2F: 3 clusters Score -565811.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -565980.812500 Penalty: 4159.654785
	Iteration 3F: 3 clusters Score -565980.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -566126.312500 Penalty: 4159.654785
	Iteration 4Q: 3 clusters Score -566126.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -566271.375000 Penalty: 4159.654785
	Iteration 5Q: 3 clusters Score -566271.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -566404.125000 Penalty: 4159.654785
	Iteration 6Q: 3 clusters Score -566404.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -566528.937500 Penalty: 4159.654785
	Iteration 7Q: 3 clusters Score -566528.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -566648.875000 Penalty: 4159.654785
	Iteration 8Q: 3 clusters Score -566648.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -566756.250000 Penalty: 4159.654785
	Iteration 9Q: 3 clusters Score -566756.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -566844.562500 Penalty: 4159.654785
	Iteration 10Q: 3 clusters Score -566844.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -566913.875000 Penalty: 4159.654785
	Iteration 11Q: 3 clusters Score -566913.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -566982.750000 Penalty: 4159.654785
	Iteration 12Q: 3 clusters Score -566982.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -567052.312500 Penalty: 4159.654785
	Iteration 13Q: 3 clusters Score -567052.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -567105.000000 Penalty: 4159.654785
	Iteration 14Q: 3 clusters Score -567105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -567135.937500 Penalty: 4159.654785
	Iteration 15Q: 3 clusters Score -567135.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -567153.687500 Penalty: 4159.654785
	Iteration 16Q: 3 clusters Score -567153.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -567169.125000 Penalty: 4159.654785
	Iteration 17Q: 3 clusters Score -567169.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -567178.875000 Penalty: 4159.654785
	Iteration 18Q: 3 clusters Score -567178.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -567188.687500 Penalty: 4159.654785
	Iteration 19Q: 3 clusters Score -567188.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -567195.875000 Penalty: 4159.654785
	Iteration 20F: 3 clusters Score -567195.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -567203.750000 Penalty: 4159.654785
	Iteration 21Q: 3 clusters Score -567203.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -567211.187500 Penalty: 4159.654785
	Iteration 22Q: 3 clusters Score -567211.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -567215.312500 Penalty: 4159.654785
	Iteration 23Q: 3 clusters Score -567215.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -567217.750000 Penalty: 4159.654785
	Iteration 24Q: 3 clusters Score -567217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -567220.875000 Penalty: 4159.654785
	Iteration 25Q: 3 clusters Score -567220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -567224.625000 Penalty: 4159.654785
	Iteration 26Q: 3 clusters Score -567224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -567226.875000 Penalty: 4159.654785
	Iteration 27Q: 3 clusters Score -567226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -567230.250000 Penalty: 4159.654785
	Iteration 28Q: 3 clusters Score -567230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -567233.562500 Penalty: 4159.654785
	Iteration 29Q: 3 clusters Score -567233.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -567238.625000 Penalty: 4159.654785
	Iteration 30Q: 3 clusters Score -567238.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -567242.812500 Penalty: 4159.654785
	Iteration 31Q: 3 clusters Score -567242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -567250.062500 Penalty: 4159.654785
	Iteration 32Q: 3 clusters Score -567250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -567253.437500 Penalty: 4159.654785
	Iteration 33Q: 3 clusters Score -567253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -567255.000000 Penalty: 4159.654785
	Iteration 34Q: 3 clusters Score -567255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -567258.312500 Penalty: 4159.654785
	Iteration 35Q: 3 clusters Score -567258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -567261.187500 Penalty: 4159.654785
	Iteration 36Q: 3 clusters Score -567261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -567262.250000 Penalty: 4159.654785
	Iteration 37Q: 3 clusters Score -567262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -567263.125000 Penalty: 4159.654785
	Iteration 38Q: 3 clusters Score -567263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -567264.562500 Penalty: 4159.654785
	Iteration 39Q: 3 clusters Score -567264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -567267.375000 Penalty: 4159.654785
	Iteration 40F: 3 clusters Score -567267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -567270.562500 Penalty: 4159.654785
	Iteration 41Q: 3 clusters Score -567270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -567271.875000 Penalty: 4159.654785
	Iteration 42Q: 3 clusters Score -567271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -567273.750000 Penalty: 4159.654785
	Iteration 43Q: 3 clusters Score -567273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -567274.437500 Penalty: 4159.654785
	Iteration 44Q: 3 clusters Score -567274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -567274.625000 Penalty: 4159.654785
	Iteration 45Q: 3 clusters Score -567274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -567276.125000 Penalty: 4159.654785
	Iteration 46Q: 3 clusters Score -567276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -567277.875000 Penalty: 4159.654785
	Iteration 47Q: 3 clusters Score -567277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -567279.937500 Penalty: 4159.654785
	Iteration 48Q: 3 clusters Score -567279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -567280.437500 Penalty: 4159.654785
	Iteration 49Q: 3 clusters Score -567280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -567282.187500 Penalty: 4159.654785
	Iteration 50Q: 3 clusters Score -567282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -567282.187500 Penalty: 4159.654785
	Iteration 51F: 3 clusters Score -567282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -778045.812500 Penalty: 2158.552002
	Iteration 0F: 2 clusters Score -778045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -772912.125000 Penalty: 4317.104004
	Iteration 0F: 3 clusters Score -772912.1 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -774164.187500 Penalty: 4317.104004
	Iteration 1F: 3 clusters Score -774164.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -774358.250000 Penalty: 4317.104004
	Iteration 2F: 3 clusters Score -774358.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -774483.187500 Penalty: 4317.104004
	Iteration 3Q: 3 clusters Score -774483.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -774571.375000 Penalty: 4317.104004
	Iteration 4Q: 3 clusters Score -774571.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -774634.500000 Penalty: 4317.104004
	Iteration 5Q: 3 clusters Score -774634.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -774691.687500 Penalty: 4317.104004
	Iteration 6Q: 3 clusters Score -774691.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -774760.937500 Penalty: 4317.104004
	Iteration 7Q: 3 clusters Score -774760.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -774815.687500 Penalty: 4317.104004
	Iteration 8Q: 3 clusters Score -774815.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -774857.375000 Penalty: 4317.104004
	Iteration 9Q: 3 clusters Score -774857.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -774883.625000 Penalty: 4317.104004
	Iteration 10Q: 3 clusters Score -774883.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -774911.125000 Penalty: 4317.104004
	Iteration 11Q: 3 clusters Score -774911.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -774937.000000 Penalty: 4317.104004
	Iteration 12Q: 3 clusters Score -774937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -774962.812500 Penalty: 4317.104004
	Iteration 13Q: 3 clusters Score -774962.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -774986.812500 Penalty: 4317.104004
	Iteration 14Q: 3 clusters Score -774986.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -775009.812500 Penalty: 4317.104004
	Iteration 15Q: 3 clusters Score -775009.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -775034.375000 Penalty: 4317.104004
	Iteration 16Q: 3 clusters Score -775034.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -775056.000000 Penalty: 4317.104004
	Iteration 17Q: 3 clusters Score -775056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -775077.375000 Penalty: 4317.104004
	Iteration 18Q: 3 clusters Score -775077.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -775093.562500 Penalty: 4317.104004
	Iteration 19Q: 3 clusters Score -775093.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -775106.187500 Penalty: 4317.104004
	Iteration 20F: 3 clusters Score -775106.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -775118.750000 Penalty: 4317.104004
	Iteration 21Q: 3 clusters Score -775118.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -775132.687500 Penalty: 4317.104004
	Iteration 22Q: 3 clusters Score -775132.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -775145.500000 Penalty: 4317.104004
	Iteration 23Q: 3 clusters Score -775145.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -775162.500000 Penalty: 4317.104004
	Iteration 24Q: 3 clusters Score -775162.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -775186.312500 Penalty: 4317.104004
	Iteration 25Q: 3 clusters Score -775186.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -775208.812500 Penalty: 4317.104004
	Iteration 26Q: 3 clusters Score -775208.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -775232.125000 Penalty: 4317.104004
	Iteration 27Q: 3 clusters Score -775232.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -775255.625000 Penalty: 4317.104004
	Iteration 28Q: 3 clusters Score -775255.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -775278.625000 Penalty: 4317.104004
	Iteration 29Q: 3 clusters Score -775278.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -775297.875000 Penalty: 4317.104004
	Iteration 30Q: 3 clusters Score -775297.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -775316.312500 Penalty: 4317.104004
	Iteration 31Q: 3 clusters Score -775316.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -775335.937500 Penalty: 4317.104004
	Iteration 32Q: 3 clusters Score -775335.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -775351.562500 Penalty: 4317.104004
	Iteration 33Q: 3 clusters Score -775351.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -775369.250000 Penalty: 4317.104004
	Iteration 34Q: 3 clusters Score -775369.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -775380.437500 Penalty: 4317.104004
	Iteration 35Q: 3 clusters Score -775380.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -775396.000000 Penalty: 4317.104004
	Iteration 36Q: 3 clusters Score -775396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -775407.250000 Penalty: 4317.104004
	Iteration 37Q: 3 clusters Score -775407.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -775422.375000 Penalty: 4317.104004
	Iteration 38Q: 3 clusters Score -775422.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -775435.750000 Penalty: 4317.104004
	Iteration 39Q: 3 clusters Score -775435.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -775445.937500 Penalty: 4317.104004
	Iteration 40F: 3 clusters Score -775445.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -775457.500000 Penalty: 4317.104004
	Iteration 41Q: 3 clusters Score -775457.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -775473.875000 Penalty: 4317.104004
	Iteration 42Q: 3 clusters Score -775473.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -775491.000000 Penalty: 4317.104004
	Iteration 43Q: 3 clusters Score -775491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -775506.187500 Penalty: 4317.104004
	Iteration 44Q: 3 clusters Score -775506.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -775527.125000 Penalty: 4317.104004
	Iteration 45Q: 3 clusters Score -775527.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -775545.375000 Penalty: 4317.104004
	Iteration 46Q: 3 clusters Score -775545.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -775568.687500 Penalty: 4317.104004
	Iteration 47Q: 3 clusters Score -775568.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -775586.812500 Penalty: 4317.104004
	Iteration 48Q: 3 clusters Score -775586.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -775604.500000 Penalty: 4317.104004
	Iteration 49Q: 3 clusters Score -775604.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -775618.000000 Penalty: 4317.104004
	Iteration 50Q: 3 clusters Score -775618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -775627.562500 Penalty: 4317.104004
	Iteration 51Q: 3 clusters Score -775627.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -775638.187500 Penalty: 4317.104004
	Iteration 52Q: 3 clusters Score -775638.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -775647.937500 Penalty: 4317.104004
	Iteration 53Q: 3 clusters Score -775647.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -775658.937500 Penalty: 4317.104004
	Iteration 54Q: 3 clusters Score -775658.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -775665.812500 Penalty: 4317.104004
	Iteration 55Q: 3 clusters Score -775665.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -775671.250000 Penalty: 4317.104004
	Iteration 56Q: 3 clusters Score -775671.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -775680.562500 Penalty: 4317.104004
	Iteration 57Q: 3 clusters Score -775680.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -775690.437500 Penalty: 4317.104004
	Iteration 58Q: 3 clusters Score -775690.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -775698.562500 Penalty: 4317.104004
	Iteration 59Q: 3 clusters Score -775698.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -775710.562500 Penalty: 4317.104004
	Iteration 60F: 3 clusters Score -775710.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -775721.000000 Penalty: 4317.104004
	Iteration 61Q: 3 clusters Score -775721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -775735.937500 Penalty: 4317.104004
	Iteration 62Q: 3 clusters Score -775735.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -775751.250000 Penalty: 4317.104004
	Iteration 63Q: 3 clusters Score -775751.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -775773.312500 Penalty: 4317.104004
	Iteration 64Q: 3 clusters Score -775773.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -775795.312500 Penalty: 4317.104004
	Iteration 65Q: 3 clusters Score -775795.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -775817.937500 Penalty: 4317.104004
	Iteration 66Q: 3 clusters Score -775817.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -775841.312500 Penalty: 4317.104004
	Iteration 67Q: 3 clusters Score -775841.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -775863.187500 Penalty: 4317.104004
	Iteration 68Q: 3 clusters Score -775863.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -775880.062500 Penalty: 4317.104004
	Iteration 69Q: 3 clusters Score -775880.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -775892.375000 Penalty: 4317.104004
	Iteration 70Q: 3 clusters Score -775892.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -775917.500000 Penalty: 4317.104004
	Iteration 71Q: 3 clusters Score -775917.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -775935.000000 Penalty: 4317.104004
	Iteration 72Q: 3 clusters Score -775935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -775958.187500 Penalty: 4317.104004
	Iteration 73Q: 3 clusters Score -775958.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -775980.312500 Penalty: 4317.104004
	Iteration 74Q: 3 clusters Score -775980.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -775998.250000 Penalty: 4317.104004
	Iteration 75Q: 3 clusters Score -775998.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -776015.625000 Penalty: 4317.104004
	Iteration 76Q: 3 clusters Score -776015.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -776028.000000 Penalty: 4317.104004
	Iteration 77Q: 3 clusters Score -776028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -776043.062500 Penalty: 4317.104004
	Iteration 78Q: 3 clusters Score -776043.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -776057.125000 Penalty: 4317.104004
	Iteration 79Q: 3 clusters Score -776057.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -776064.625000 Penalty: 4317.104004
	Iteration 80F: 3 clusters Score -776064.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -776074.687500 Penalty: 4317.104004
	Iteration 81Q: 3 clusters Score -776074.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -776090.125000 Penalty: 4317.104004
	Iteration 82Q: 3 clusters Score -776090.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -776103.062500 Penalty: 4317.104004
	Iteration 83Q: 3 clusters Score -776103.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -776112.562500 Penalty: 4317.104004
	Iteration 84Q: 3 clusters Score -776112.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -776123.812500 Penalty: 4317.104004
	Iteration 85Q: 3 clusters Score -776123.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -776135.687500 Penalty: 4317.104004
	Iteration 86Q: 3 clusters Score -776135.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -776151.187500 Penalty: 4317.104004
	Iteration 87Q: 3 clusters Score -776151.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -776163.500000 Penalty: 4317.104004
	Iteration 88Q: 3 clusters Score -776163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -776173.625000 Penalty: 4317.104004
	Iteration 89Q: 3 clusters Score -776173.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -776178.312500 Penalty: 4317.104004
	Iteration 90Q: 3 clusters Score -776178.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -776183.250000 Penalty: 4317.104004
	Iteration 91Q: 3 clusters Score -776183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -776185.437500 Penalty: 4317.104004
	Iteration 92Q: 3 clusters Score -776185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -776190.562500 Penalty: 4317.104004
	Iteration 93Q: 3 clusters Score -776190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -776192.187500 Penalty: 4317.104004
	Iteration 94Q: 3 clusters Score -776192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -776192.500000 Penalty: 4317.104004
	Iteration 95Q: 3 clusters Score -776192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -776196.062500 Penalty: 4317.104004
	Iteration 96Q: 3 clusters Score -776196.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -776200.375000 Penalty: 4317.104004
	Iteration 97Q: 3 clusters Score -776200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -776204.875000 Penalty: 4317.104004
	Iteration 98Q: 3 clusters Score -776204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -776204.312500 Penalty: 4317.104004
	Iteration 99Q: 3 clusters Score -776204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -776209.312500 Penalty: 4317.104004
	Iteration 100F: 3 clusters Score -776209.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -776211.125000 Penalty: 4317.104004
	Iteration 101Q: 3 clusters Score -776211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -776219.937500 Penalty: 4317.104004
	Iteration 102Q: 3 clusters Score -776219.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -776228.937500 Penalty: 4317.104004
	Iteration 103Q: 3 clusters Score -776228.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -776232.437500 Penalty: 4317.104004
	Iteration 104Q: 3 clusters Score -776232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -776235.250000 Penalty: 4317.104004
	Iteration 105Q: 3 clusters Score -776235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -776237.500000 Penalty: 4317.104004
	Iteration 106Q: 3 clusters Score -776237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -776238.625000 Penalty: 4317.104004
	Iteration 107Q: 3 clusters Score -776238.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -776243.937500 Penalty: 4317.104004
	Iteration 108Q: 3 clusters Score -776243.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -776248.187500 Penalty: 4317.104004
	Iteration 109Q: 3 clusters Score -776248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -776251.125000 Penalty: 4317.104004
	Iteration 110Q: 3 clusters Score -776251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -776256.500000 Penalty: 4317.104004
	Iteration 111Q: 3 clusters Score -776256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -776258.875000 Penalty: 4317.104004
	Iteration 112Q: 3 clusters Score -776258.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -776262.375000 Penalty: 4317.104004
	Iteration 113Q: 3 clusters Score -776262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -776267.437500 Penalty: 4317.104004
	Iteration 114Q: 3 clusters Score -776267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -776268.250000 Penalty: 4317.104004
	Iteration 115Q: 3 clusters Score -776268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -776269.625000 Penalty: 4317.104004
	Iteration 116Q: 3 clusters Score -776269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -776270.500000 Penalty: 4317.104004
	Iteration 117Q: 3 clusters Score -776270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -776270.500000 Penalty: 4317.104004
	Iteration 118F: 3 clusters Score -776270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -99349.765625 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -99349.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97588.851562 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -97588.85 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97962.062500 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -97962.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98130.773438 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -98130.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98194.632812 Penalty: 3349.125977
	Iteration 3Q: 3 clusters Score -98194.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98238.609375 Penalty: 3349.125977
	Iteration 4Q: 3 clusters Score -98238.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98263.398438 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -98263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98274.281250 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -98274.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98286.070312 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -98286.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98296.140625 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -98296.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98306.046875 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -98306.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98308.031250 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -98308.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98311.273438 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -98311.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98312.687500 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -98312.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98313.046875 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -98313.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98314.125000 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -98314.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98314.125000 Penalty: 3349.125977
	Iteration 15F: 3 clusters Score -98314.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97898 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24726 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912492.000000 Penalty: 66272.132812
Iteration 399Q: 22 clusters Score -4.291249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11358 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97900 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24724 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 43735 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912492.000000 Penalty: 66272.132812
Iteration 400F: 22 clusters Score -4.291249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11362 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97900 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24722 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 43734 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912500.000000 Penalty: 66272.132812
Iteration 401Q: 22 clusters Score -4.29125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97901 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24720 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 43733 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912508.000000 Penalty: 66272.132812
Iteration 402Q: 22 clusters Score -4.291251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11366 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97902 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24717 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 43735 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912500.000000 Penalty: 66272.132812
Iteration 403Q: 22 clusters Score -4.29125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20932 members 
Mstep: Class 3 contains 11372 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97902 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 43734 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912484.000000 Penalty: 66272.132812
Iteration 404Q: 22 clusters Score -4.291248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11371 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97905 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 43731 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912504.000000 Penalty: 66272.132812
Iteration 405Q: 22 clusters Score -4.29125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20932 members 
Mstep: Class 3 contains 11374 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97905 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 43729 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912484.000000 Penalty: 66272.132812
Iteration 406Q: 22 clusters Score -4.291248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11378 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97904 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24708 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 43729 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912484.000000 Penalty: 66272.132812
Iteration 407Q: 22 clusters Score -4.291248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11384 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97901 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24707 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 43728 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912480.000000 Penalty: 66272.132812
Iteration 408Q: 22 clusters Score -4.291248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11389 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97899 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24706 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912492.000000 Penalty: 66272.132812
Iteration 409Q: 22 clusters Score -4.291249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 11390 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97898 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24706 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 43726 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912480.000000 Penalty: 66272.132812
Iteration 410Q: 22 clusters Score -4.291248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11391 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97898 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24705 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912480.000000 Penalty: 66272.132812
Iteration 411Q: 22 clusters Score -4.291248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11394 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97898 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912496.000000 Penalty: 66272.132812
Iteration 412Q: 22 clusters Score -4.29125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11396 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97897 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24702 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912480.000000 Penalty: 66272.132812
Iteration 413Q: 22 clusters Score -4.291248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11398 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97897 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912488.000000 Penalty: 66272.132812
Iteration 414Q: 22 clusters Score -4.291249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11399 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97896 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912488.000000 Penalty: 66272.132812
Iteration 415Q: 22 clusters Score -4.291249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11400 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912476.000000 Penalty: 66272.132812
Iteration 416Q: 22 clusters Score -4.291248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11401 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912460.000000 Penalty: 66272.132812
Iteration 417Q: 22 clusters Score -4.291246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11402 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912460.000000 Penalty: 66272.132812
Iteration 418Q: 22 clusters Score -4.291246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11404 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912464.000000 Penalty: 66272.132812
Iteration 419Q: 22 clusters Score -4.291246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11404 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912468.000000 Penalty: 66272.132812
Iteration 420F: 22 clusters Score -4.291247e+07 nChanged 0
Entering ConstructFrom: 
Score: -42912468.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -853526.062500 Penalty: 2189.720703
	Iteration 0F: 2 clusters Score -853526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -847852.562500 Penalty: 4379.441406
	Iteration 0F: 3 clusters Score -847852.6 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -849376.500000 Penalty: 4379.441406
	Iteration 1F: 3 clusters Score -849376.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -849646.437500 Penalty: 4379.441406
	Iteration 2F: 3 clusters Score -849646.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -849856.187500 Penalty: 4379.441406
	Iteration 3F: 3 clusters Score -849856.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -850047.625000 Penalty: 4379.441406
	Iteration 4Q: 3 clusters Score -850047.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -850259.750000 Penalty: 4379.441406
	Iteration 5Q: 3 clusters Score -850259.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -850489.312500 Penalty: 4379.441406
	Iteration 6Q: 3 clusters Score -850489.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -850722.625000 Penalty: 4379.441406
	Iteration 7Q: 3 clusters Score -850722.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -850961.312500 Penalty: 4379.441406
	Iteration 8Q: 3 clusters Score -850961.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -851171.062500 Penalty: 4379.441406
	Iteration 9Q: 3 clusters Score -851171.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -851364.500000 Penalty: 4379.441406
	Iteration 10Q: 3 clusters Score -851364.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -851497.125000 Penalty: 4379.441406
	Iteration 11Q: 3 clusters Score -851497.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -851588.812500 Penalty: 4379.441406
	Iteration 12Q: 3 clusters Score -851588.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -851642.125000 Penalty: 4379.441406
	Iteration 13Q: 3 clusters Score -851642.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -851676.312500 Penalty: 4379.441406
	Iteration 14Q: 3 clusters Score -851676.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -851702.375000 Penalty: 4379.441406
	Iteration 15Q: 3 clusters Score -851702.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -851727.750000 Penalty: 4379.441406
	Iteration 16Q: 3 clusters Score -851727.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -851749.875000 Penalty: 4379.441406
	Iteration 17Q: 3 clusters Score -851749.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -851759.875000 Penalty: 4379.441406
	Iteration 18Q: 3 clusters Score -851759.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -851765.812500 Penalty: 4379.441406
	Iteration 19Q: 3 clusters Score -851765.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -851774.187500 Penalty: 4379.441406
	Iteration 20F: 3 clusters Score -851774.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -851777.250000 Penalty: 4379.441406
	Iteration 21Q: 3 clusters Score -851777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -851782.125000 Penalty: 4379.441406
	Iteration 22Q: 3 clusters Score -851782.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -851786.312500 Penalty: 4379.441406
	Iteration 23Q: 3 clusters Score -851786.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -851792.312500 Penalty: 4379.441406
	Iteration 24Q: 3 clusters Score -851792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -851797.312500 Penalty: 4379.441406
	Iteration 25Q: 3 clusters Score -851797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -851799.187500 Penalty: 4379.441406
	Iteration 26Q: 3 clusters Score -851799.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -851801.312500 Penalty: 4379.441406
	Iteration 27Q: 3 clusters Score -851801.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -851803.562500 Penalty: 4379.441406
	Iteration 28Q: 3 clusters Score -851803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -851804.812500 Penalty: 4379.441406
	Iteration 29Q: 3 clusters Score -851804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -851804.812500 Penalty: 4379.441406
	Iteration 30F: 3 clusters Score -851804.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Entering Unmasked Estep 
Score: -2735085.500000 Penalty: 2467.336670
	Iteration 0F: 2 clusters Score -2735086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2720371.250000 Penalty: 4934.673340
	Iteration 0F: 3 clusters Score -2720371 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2725271.000000 Penalty: 4934.673340
	Iteration 1F: 3 clusters Score -2725271 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2725658.750000 Penalty: 4934.673340
	Iteration 2F: 3 clusters Score -2725659 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2725938.000000 Penalty: 4934.673340
	Iteration 3Q: 3 clusters Score -2725938 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2726187.250000 Penalty: 4934.673340
	Iteration 4Q: 3 clusters Score -2726187 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2726450.000000 Penalty: 4934.673340
	Iteration 5Q: 3 clusters Score -2726450 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2726727.750000 Penalty: 4934.673340
	Iteration 6Q: 3 clusters Score -2726728 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2727021.750000 Penalty: 4934.673340
	Iteration 7Q: 3 clusters Score -2727022 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2727371.250000 Penalty: 4934.673340
	Iteration 8Q: 3 clusters Score -2727371 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2727819.250000 Penalty: 4934.673340
	Iteration 9Q: 3 clusters Score -2727819 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2728405.250000 Penalty: 4934.673340
	Iteration 10Q: 3 clusters Score -2728405 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2729113.750000 Penalty: 4934.673340
	Iteration 11F: 3 clusters Score -2729114 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2729877.000000 Penalty: 4934.673340
	Iteration 12F: 3 clusters Score -2729877 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2730637.000000 Penalty: 4934.673340
	Iteration 13Q: 3 clusters Score -2730637 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2731348.500000 Penalty: 4934.673340
	Iteration 14Q: 3 clusters Score -2731348 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2731906.250000 Penalty: 4934.673340
	Iteration 15Q: 3 clusters Score -2731906 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2732310.000000 Penalty: 4934.673340
	Iteration 16Q: 3 clusters Score -2732310 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2732556.000000 Penalty: 4934.673340
	Iteration 17Q: 3 clusters Score -2732556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2732699.500000 Penalty: 4934.673340
	Iteration 18Q: 3 clusters Score -2732700 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2732780.500000 Penalty: 4934.673340
	Iteration 19Q: 3 clusters Score -2732780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2732839.000000 Penalty: 4934.673340
	Iteration 20F: 3 clusters Score -2732839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2732861.750000 Penalty: 4934.673340
	Iteration 21Q: 3 clusters Score -2732862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2732878.250000 Penalty: 4934.673340
	Iteration 22Q: 3 clusters Score -2732878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2732890.250000 Penalty: 4934.673340
	Iteration 23Q: 3 clusters Score -2732890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2732899.000000 Penalty: 4934.673340
	Iteration 24Q: 3 clusters Score -2732899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2732903.250000 Penalty: 4934.673340
	Iteration 25Q: 3 clusters Score -2732903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2732903.250000 Penalty: 4934.673340
	Iteration 26Q: 3 clusters Score -2732903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2732902.250000 Penalty: 4934.673340
	Iteration 27Q: 3 clusters Score -2732902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2732902.250000 Penalty: 4934.673340
	Iteration 28F: 3 clusters Score -2732902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Entering Unmasked Estep 
Score: -1487539.625000 Penalty: 2316.746582
	Iteration 0F: 2 clusters Score -1487540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1478980.875000 Penalty: 4633.493164
	Iteration 0F: 3 clusters Score -1478981 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1481634.250000 Penalty: 4633.493164
	Iteration 1F: 3 clusters Score -1481634 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1482014.750000 Penalty: 4633.493164
	Iteration 2F: 3 clusters Score -1482015 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1482295.250000 Penalty: 4633.493164
	Iteration 3F: 3 clusters Score -1482295 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1482535.125000 Penalty: 4633.493164
	Iteration 4Q: 3 clusters Score -1482535 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1482733.875000 Penalty: 4633.493164
	Iteration 5Q: 3 clusters Score -1482734 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1482911.000000 Penalty: 4633.493164
	Iteration 6Q: 3 clusters Score -1482911 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1483103.375000 Penalty: 4633.493164
	Iteration 7Q: 3 clusters Score -1483103 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1483319.625000 Penalty: 4633.493164
	Iteration 8Q: 3 clusters Score -1483320 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1483541.375000 Penalty: 4633.493164
	Iteration 9Q: 3 clusters Score -1483541 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1483829.250000 Penalty: 4633.493164
	Iteration 10Q: 3 clusters Score -1483829 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1484175.000000 Penalty: 4633.493164
	Iteration 11Q: 3 clusters Score -1484175 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1484548.750000 Penalty: 4633.493164
	Iteration 12Q: 3 clusters Score -1484549 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1484901.250000 Penalty: 4633.493164
	Iteration 13Q: 3 clusters Score -1484901 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1485187.750000 Penalty: 4633.493164
	Iteration 14Q: 3 clusters Score -1485188 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1485423.125000 Penalty: 4633.493164
	Iteration 15Q: 3 clusters Score -1485423 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1485564.875000 Penalty: 4633.493164
	Iteration 16Q: 3 clusters Score -1485565 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1485650.500000 Penalty: 4633.493164
	Iteration 17Q: 3 clusters Score -1485650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1485693.000000 Penalty: 4633.493164
	Iteration 18Q: 3 clusters Score -1485693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1485725.625000 Penalty: 4633.493164
	Iteration 19Q: 3 clusters Score -1485726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1485744.000000 Penalty: 4633.493164
	Iteration 20F: 3 clusters Score -1485744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1485761.375000 Penalty: 4633.493164
	Iteration 21Q: 3 clusters Score -1485761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1485767.750000 Penalty: 4633.493164
	Iteration 22Q: 3 clusters Score -1485768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1485773.125000 Penalty: 4633.493164
	Iteration 23Q: 3 clusters Score -1485773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1485780.125000 Penalty: 4633.493164
	Iteration 24Q: 3 clusters Score -1485780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1485783.750000 Penalty: 4633.493164
	Iteration 25Q: 3 clusters Score -1485784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1485787.750000 Penalty: 4633.493164
	Iteration 26Q: 3 clusters Score -1485788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1485790.875000 Penalty: 4633.493164
	Iteration 27Q: 3 clusters Score -1485791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1485793.625000 Penalty: 4633.493164
	Iteration 28Q: 3 clusters Score -1485794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1485797.875000 Penalty: 4633.493164
	Iteration 29Q: 3 clusters Score -1485798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1485797.375000 Penalty: 4633.493164
	Iteration 30Q: 3 clusters Score -1485797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1485800.750000 Penalty: 4633.493164
	Iteration 31Q: 3 clusters Score -1485801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1485799.625000 Penalty: 4633.493164
	Iteration 32Q: 3 clusters Score -1485800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1485801.875000 Penalty: 4633.493164
	Iteration 33Q: 3 clusters Score -1485802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1485801.375000 Penalty: 4633.493164
	Iteration 34Q: 3 clusters Score -1485801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1485806.000000 Penalty: 4633.493164
	Iteration 35Q: 3 clusters Score -1485806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1485804.500000 Penalty: 4633.493164
	Iteration 36Q: 3 clusters Score -1485804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1485804.000000 Penalty: 4633.493164
	Iteration 37Q: 3 clusters Score -1485804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1485806.750000 Penalty: 4633.493164
	Iteration 38Q: 3 clusters Score -1485807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1485807.000000 Penalty: 4633.493164
	Iteration 39Q: 3 clusters Score -1485807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1485807.875000 Penalty: 4633.493164
	Iteration 40F: 3 clusters Score -1485808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1310599.875000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1310600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1302916.625000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1302917 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1305148.375000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1305148 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1305433.125000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1305433 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1305682.500000 Penalty: 4572.231934
	Iteration 3Q: 3 clusters Score -1305682 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1305888.875000 Penalty: 4572.231934
	Iteration 4Q: 3 clusters Score -1305889 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1306094.125000 Penalty: 4572.231934
	Iteration 5Q: 3 clusters Score -1306094 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1306312.875000 Penalty: 4572.231934
	Iteration 6Q: 3 clusters Score -1306313 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1306519.125000 Penalty: 4572.231934
	Iteration 7Q: 3 clusters Score -1306519 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1306722.875000 Penalty: 4572.231934
	Iteration 8Q: 3 clusters Score -1306723 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1306937.875000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1306938 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1307160.875000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1307161 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1307397.375000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1307397 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1307592.250000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1307592 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1307748.625000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1307749 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1307864.000000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1307864 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1307955.500000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1307956 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1308038.500000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1308038 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1308109.375000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1308109 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1308164.875000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1308165 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1308206.625000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1308207 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1308235.000000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1308235 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1308257.000000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1308257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1308270.625000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1308271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1308284.375000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1308284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1308294.875000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1308295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1308310.875000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1308311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1308324.000000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1308324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1308333.875000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1308334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1308339.125000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1308339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1308345.875000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1308346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1308352.875000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1308353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1308361.750000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -1308362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1308373.500000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -1308374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1308388.750000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -1308389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1308400.500000 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -1308400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1308413.500000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -1308414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1308424.000000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -1308424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1308443.125000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -1308443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1308457.750000 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -1308458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1308472.000000 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -1308472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1308483.625000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -1308484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1308491.000000 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -1308491 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1308515.250000 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -1308515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1308537.000000 Penalty: 4572.231934
	Iteration 43Q: 3 clusters Score -1308537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1308547.125000 Penalty: 4572.231934
	Iteration 44Q: 3 clusters Score -1308547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1308565.625000 Penalty: 4572.231934
	Iteration 45Q: 3 clusters Score -1308566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1308584.125000 Penalty: 4572.231934
	Iteration 46Q: 3 clusters Score -1308584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1308600.250000 Penalty: 4572.231934
	Iteration 47Q: 3 clusters Score -1308600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1308617.125000 Penalty: 4572.231934
	Iteration 48Q: 3 clusters Score -1308617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1308635.500000 Penalty: 4572.231934
	Iteration 49Q: 3 clusters Score -1308636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1308648.875000 Penalty: 4572.231934
	Iteration 50Q: 3 clusters Score -1308649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1308657.125000 Penalty: 4572.231934
	Iteration 51Q: 3 clusters Score -1308657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1308661.125000 Penalty: 4572.231934
	Iteration 52Q: 3 clusters Score -1308661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1308669.000000 Penalty: 4572.231934
	Iteration 53Q: 3 clusters Score -1308669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1308668.625000 Penalty: 4572.231934
	Iteration 54Q: 3 clusters Score -1308669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1308671.375000 Penalty: 4572.231934
	Iteration 55Q: 3 clusters Score -1308671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1308673.875000 Penalty: 4572.231934
	Iteration 56Q: 3 clusters Score -1308674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1308678.000000 Penalty: 4572.231934
	Iteration 57Q: 3 clusters Score -1308678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1308684.875000 Penalty: 4572.231934
	Iteration 58Q: 3 clusters Score -1308685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1308691.500000 Penalty: 4572.231934
	Iteration 59Q: 3 clusters Score -1308692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1308694.625000 Penalty: 4572.231934
	Iteration 60F: 3 clusters Score -1308695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1308705.000000 Penalty: 4572.231934
	Iteration 61Q: 3 clusters Score -1308705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1308711.500000 Penalty: 4572.231934
	Iteration 62Q: 3 clusters Score -1308712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1308721.125000 Penalty: 4572.231934
	Iteration 63Q: 3 clusters Score -1308721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1308731.000000 Penalty: 4572.231934
	Iteration 64Q: 3 clusters Score -1308731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1308734.000000 Penalty: 4572.231934
	Iteration 65Q: 3 clusters Score -1308734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1308745.375000 Penalty: 4572.231934
	Iteration 66Q: 3 clusters Score -1308745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1308750.125000 Penalty: 4572.231934
	Iteration 67Q: 3 clusters Score -1308750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1308757.500000 Penalty: 4572.231934
	Iteration 68Q: 3 clusters Score -1308758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1308764.000000 Penalty: 4572.231934
	Iteration 69Q: 3 clusters Score -1308764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1308768.250000 Penalty: 4572.231934
	Iteration 70Q: 3 clusters Score -1308768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1308772.625000 Penalty: 4572.231934
	Iteration 71Q: 3 clusters Score -1308773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1308775.125000 Penalty: 4572.231934
	Iteration 72Q: 3 clusters Score -1308775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1308776.375000 Penalty: 4572.231934
	Iteration 73Q: 3 clusters Score -1308776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1308783.375000 Penalty: 4572.231934
	Iteration 74Q: 3 clusters Score -1308783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1308786.000000 Penalty: 4572.231934
	Iteration 75Q: 3 clusters Score -1308786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1308795.500000 Penalty: 4572.231934
	Iteration 76Q: 3 clusters Score -1308796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1308800.000000 Penalty: 4572.231934
	Iteration 77Q: 3 clusters Score -1308800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1308800.250000 Penalty: 4572.231934
	Iteration 78Q: 3 clusters Score -1308800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1308805.500000 Penalty: 4572.231934
	Iteration 79Q: 3 clusters Score -1308806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1308807.125000 Penalty: 4572.231934
	Iteration 80F: 3 clusters Score -1308807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1308810.750000 Penalty: 4572.231934
	Iteration 81Q: 3 clusters Score -1308811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1308813.000000 Penalty: 4572.231934
	Iteration 82Q: 3 clusters Score -1308813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1308812.875000 Penalty: 4572.231934
	Iteration 83Q: 3 clusters Score -1308813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1308812.750000 Penalty: 4572.231934
	Iteration 84Q: 3 clusters Score -1308813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1308818.000000 Penalty: 4572.231934
	Iteration 85Q: 3 clusters Score -1308818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1308819.375000 Penalty: 4572.231934
	Iteration 86Q: 3 clusters Score -1308819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1308820.500000 Penalty: 4572.231934
	Iteration 87Q: 3 clusters Score -1308820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1308821.625000 Penalty: 4572.231934
	Iteration 88Q: 3 clusters Score -1308822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1308820.000000 Penalty: 4572.231934
	Iteration 89Q: 3 clusters Score -1308820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1308819.875000 Penalty: 4572.231934
	Iteration 90Q: 3 clusters Score -1308820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1308824.750000 Penalty: 4572.231934
	Iteration 91Q: 3 clusters Score -1308825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1308824.875000 Penalty: 4572.231934
	Iteration 92Q: 3 clusters Score -1308825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1308826.000000 Penalty: 4572.231934
	Iteration 93Q: 3 clusters Score -1308826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1308827.125000 Penalty: 4572.231934
	Iteration 94Q: 3 clusters Score -1308827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1308829.000000 Penalty: 4572.231934
	Iteration 95Q: 3 clusters Score -1308829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1308828.625000 Penalty: 4572.231934
	Iteration 96Q: 3 clusters Score -1308829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1308830.500000 Penalty: 4572.231934
	Iteration 97Q: 3 clusters Score -1308830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1308835.875000 Penalty: 4572.231934
	Iteration 98Q: 3 clusters Score -1308836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1308838.000000 Penalty: 4572.231934
	Iteration 99Q: 3 clusters Score -1308838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1308843.250000 Penalty: 4572.231934
	Iteration 100F: 3 clusters Score -1308843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1308849.875000 Penalty: 4572.231934
	Iteration 101Q: 3 clusters Score -1308850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1308853.500000 Penalty: 4572.231934
	Iteration 102Q: 3 clusters Score -1308854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1308856.500000 Penalty: 4572.231934
	Iteration 103Q: 3 clusters Score -1308856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1308859.125000 Penalty: 4572.231934
	Iteration 104Q: 3 clusters Score -1308859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1308865.250000 Penalty: 4572.231934
	Iteration 105Q: 3 clusters Score -1308865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1308865.250000 Penalty: 4572.231934
	Iteration 106Q: 3 clusters Score -1308865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1308867.750000 Penalty: 4572.231934
	Iteration 107Q: 3 clusters Score -1308868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1308870.250000 Penalty: 4572.231934
	Iteration 108Q: 3 clusters Score -1308870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1308872.375000 Penalty: 4572.231934
	Iteration 109Q: 3 clusters Score -1308872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1308874.875000 Penalty: 4572.231934
	Iteration 110Q: 3 clusters Score -1308875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1308875.875000 Penalty: 4572.231934
	Iteration 111Q: 3 clusters Score -1308876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1308875.750000 Penalty: 4572.231934
	Iteration 112Q: 3 clusters Score -1308876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1308878.625000 Penalty: 4572.231934
	Iteration 113Q: 3 clusters Score -1308879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1308878.000000 Penalty: 4572.231934
	Iteration 114Q: 3 clusters Score -1308878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1308883.875000 Penalty: 4572.231934
	Iteration 115Q: 3 clusters Score -1308884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1308883.250000 Penalty: 4572.231934
	Iteration 116Q: 3 clusters Score -1308883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1308884.500000 Penalty: 4572.231934
	Iteration 117Q: 3 clusters Score -1308884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1308888.375000 Penalty: 4572.231934
	Iteration 118Q: 3 clusters Score -1308888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1308888.125000 Penalty: 4572.231934
	Iteration 119Q: 3 clusters Score -1308888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1308888.125000 Penalty: 4572.231934
	Iteration 120F: 3 clusters Score -1308888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Entering Unmasked Estep 
Score: -12875124.000000 Penalty: 2849.929443
	Iteration 0F: 2 clusters Score -1.287512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -12809613.000000 Penalty: 5699.858887
	Iteration 0F: 3 clusters Score -1.280961e+07 nChanged 46233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -12836330.000000 Penalty: 5699.858887
	Iteration 1F: 3 clusters Score -1.283633e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -12837645.000000 Penalty: 5699.858887
	Iteration 2Q: 3 clusters Score -1.283764e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -12839516.000000 Penalty: 5699.858887
	Iteration 3Q: 3 clusters Score -1.283952e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -12842395.000000 Penalty: 5699.858887
	Iteration 4F: 3 clusters Score -1.28424e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -12846587.000000 Penalty: 5699.858887
	Iteration 5F: 3 clusters Score -1.284659e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -12851868.000000 Penalty: 5699.858887
	Iteration 6F: 3 clusters Score -1.285187e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -12857380.000000 Penalty: 5699.858887
	Iteration 7F: 3 clusters Score -1.285738e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -12862129.000000 Penalty: 5699.858887
	Iteration 8F: 3 clusters Score -1.286213e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89506 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -12865920.000000 Penalty: 5699.858887
	Iteration 9Q: 3 clusters Score -1.286592e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -12868555.000000 Penalty: 5699.858887
	Iteration 10Q: 3 clusters Score -1.286856e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -12870311.000000 Penalty: 5699.858887
	Iteration 11Q: 3 clusters Score -1.287031e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95618 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -12871267.000000 Penalty: 5699.858887
	Iteration 12Q: 3 clusters Score -1.287127e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -12871811.000000 Penalty: 5699.858887
	Iteration 13Q: 3 clusters Score -1.287181e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12872125.000000 Penalty: 5699.858887
	Iteration 14Q: 3 clusters Score -1.287212e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12872327.000000 Penalty: 5699.858887
	Iteration 15Q: 3 clusters Score -1.287233e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12872468.000000 Penalty: 5699.858887
	Iteration 16Q: 3 clusters Score -1.287247e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12872553.000000 Penalty: 5699.858887
	Iteration 17Q: 3 clusters Score -1.287255e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12872636.000000 Penalty: 5699.858887
	Iteration 18Q: 3 clusters Score -1.287264e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12872681.000000 Penalty: 5699.858887
	Iteration 19Q: 3 clusters Score -1.287268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12872698.000000 Penalty: 5699.858887
	Iteration 20F: 3 clusters Score -1.28727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12872715.000000 Penalty: 5699.858887
	Iteration 21Q: 3 clusters Score -1.287272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12872757.000000 Penalty: 5699.858887
	Iteration 22Q: 3 clusters Score -1.287276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12872770.000000 Penalty: 5699.858887
	Iteration 23Q: 3 clusters Score -1.287277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97239 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12872776.000000 Penalty: 5699.858887
	Iteration 24Q: 3 clusters Score -1.287278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12872782.000000 Penalty: 5699.858887
	Iteration 25Q: 3 clusters Score -1.287278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12872794.000000 Penalty: 5699.858887
	Iteration 26Q: 3 clusters Score -1.287279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12872800.000000 Penalty: 5699.858887
	Iteration 27Q: 3 clusters Score -1.28728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -12872804.000000 Penalty: 5699.858887
	Iteration 28Q: 3 clusters Score -1.28728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12872802.000000 Penalty: 5699.858887
	Iteration 29Q: 3 clusters Score -1.28728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12872817.000000 Penalty: 5699.858887
	Iteration 30Q: 3 clusters Score -1.287282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -12872832.000000 Penalty: 5699.858887
	Iteration 31Q: 3 clusters Score -1.287283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12872832.000000 Penalty: 5699.858887
	Iteration 32Q: 3 clusters Score -1.287283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12872848.000000 Penalty: 5699.858887
	Iteration 33Q: 3 clusters Score -1.287285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12872845.000000 Penalty: 5699.858887
	Iteration 34Q: 3 clusters Score -1.287284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12872851.000000 Penalty: 5699.858887
	Iteration 35Q: 3 clusters Score -1.287285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12872847.000000 Penalty: 5699.858887
	Iteration 36Q: 3 clusters Score -1.287285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97287 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -12872847.000000 Penalty: 5699.858887
	Iteration 37Q: 3 clusters Score -1.287285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12872842.000000 Penalty: 5699.858887
	Iteration 38Q: 3 clusters Score -1.287284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12872842.000000 Penalty: 5699.858887
	Iteration 39F: 3 clusters Score -1.287284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Entering Unmasked Estep 
Score: -1701762.625000 Penalty: 2347.680664
	Iteration 0F: 2 clusters Score -1701763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1692236.750000 Penalty: 4695.361328
	Iteration 0F: 3 clusters Score -1692237 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1695193.000000 Penalty: 4695.361328
	Iteration 1F: 3 clusters Score -1695193 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1695537.125000 Penalty: 4695.361328
	Iteration 2F: 3 clusters Score -1695537 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1695811.125000 Penalty: 4695.361328
	Iteration 3F: 3 clusters Score -1695811 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1696044.500000 Penalty: 4695.361328
	Iteration 4Q: 3 clusters Score -1696044 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1696290.500000 Penalty: 4695.361328
	Iteration 5Q: 3 clusters Score -1696290 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1696599.750000 Penalty: 4695.361328
	Iteration 6Q: 3 clusters Score -1696600 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1697036.125000 Penalty: 4695.361328
	Iteration 7F: 3 clusters Score -1697036 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1697559.375000 Penalty: 4695.361328
	Iteration 8F: 3 clusters Score -1697559 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1698126.875000 Penalty: 4695.361328
	Iteration 9F: 3 clusters Score -1698127 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1698633.750000 Penalty: 4695.361328
	Iteration 10F: 3 clusters Score -1698634 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1698992.125000 Penalty: 4695.361328
	Iteration 11Q: 3 clusters Score -1698992 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1699261.875000 Penalty: 4695.361328
	Iteration 12Q: 3 clusters Score -1699262 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1699467.000000 Penalty: 4695.361328
	Iteration 13Q: 3 clusters Score -1699467 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1699595.250000 Penalty: 4695.361328
	Iteration 14Q: 3 clusters Score -1699595 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1699697.875000 Penalty: 4695.361328
	Iteration 15Q: 3 clusters Score -1699698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1699769.500000 Penalty: 4695.361328
	Iteration 16Q: 3 clusters Score -1699770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1699803.000000 Penalty: 4695.361328
	Iteration 17Q: 3 clusters Score -1699803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1699828.750000 Penalty: 4695.361328
	Iteration 18Q: 3 clusters Score -1699829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1699842.375000 Penalty: 4695.361328
	Iteration 19Q: 3 clusters Score -1699842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1699853.625000 Penalty: 4695.361328
	Iteration 20F: 3 clusters Score -1699854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1699864.375000 Penalty: 4695.361328
	Iteration 21Q: 3 clusters Score -1699864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1699872.250000 Penalty: 4695.361328
	Iteration 22Q: 3 clusters Score -1699872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1699884.625000 Penalty: 4695.361328
	Iteration 23Q: 3 clusters Score -1699885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1699895.375000 Penalty: 4695.361328
	Iteration 24Q: 3 clusters Score -1699895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1699899.750000 Penalty: 4695.361328
	Iteration 25Q: 3 clusters Score -1699900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1699903.125000 Penalty: 4695.361328
	Iteration 26Q: 3 clusters Score -1699903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1699904.750000 Penalty: 4695.361328
	Iteration 27Q: 3 clusters Score -1699905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1699907.625000 Penalty: 4695.361328
	Iteration 28Q: 3 clusters Score -1699908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1699909.125000 Penalty: 4695.361328
	Iteration 29Q: 3 clusters Score -1699909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1699910.875000 Penalty: 4695.361328
	Iteration 30Q: 3 clusters Score -1699911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1699910.375000 Penalty: 4695.361328
	Iteration 31Q: 3 clusters Score -1699910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1699912.000000 Penalty: 4695.361328
	Iteration 32Q: 3 clusters Score -1699912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1699913.125000 Penalty: 4695.361328
	Iteration 33Q: 3 clusters Score -1699913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1699915.625000 Penalty: 4695.361328
	Iteration 34Q: 3 clusters Score -1699916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1699915.625000 Penalty: 4695.361328
	Iteration 35F: 3 clusters Score -1699916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Entering Unmasked Estep 
Score: -2498038.750000 Penalty: 2447.883789
	Iteration 0F: 2 clusters Score -2498039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2484364.500000 Penalty: 4895.767578
	Iteration 0F: 3 clusters Score -2484364 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2488831.750000 Penalty: 4895.767578
	Iteration 1F: 3 clusters Score -2488832 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2489211.000000 Penalty: 4895.767578
	Iteration 2F: 3 clusters Score -2489211 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2489567.250000 Penalty: 4895.767578
	Iteration 3Q: 3 clusters Score -2489567 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2489924.000000 Penalty: 4895.767578
	Iteration 4Q: 3 clusters Score -2489924 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2490274.000000 Penalty: 4895.767578
	Iteration 5Q: 3 clusters Score -2490274 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2490740.250000 Penalty: 4895.767578
	Iteration 6Q: 3 clusters Score -2490740 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2491449.500000 Penalty: 4895.767578
	Iteration 7F: 3 clusters Score -2491450 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2492418.250000 Penalty: 4895.767578
	Iteration 8F: 3 clusters Score -2492418 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2493685.500000 Penalty: 4895.767578
	Iteration 9F: 3 clusters Score -2493686 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2494936.500000 Penalty: 4895.767578
	Iteration 10F: 3 clusters Score -2494936 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2495952.750000 Penalty: 4895.767578
	Iteration 11F: 3 clusters Score -2495953 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2496652.250000 Penalty: 4895.767578
	Iteration 12Q: 3 clusters Score -2496652 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2497160.000000 Penalty: 4895.767578
	Iteration 13Q: 3 clusters Score -2497160 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2497610.250000 Penalty: 4895.767578
	Iteration 14Q: 3 clusters Score -2497610 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2497920.000000 Penalty: 4895.767578
	Iteration 15Q: 3 clusters Score -2497920 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2498148.500000 Penalty: 4895.767578
	Iteration 16Q: 3 clusters Score -2498148 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2498261.250000 Penalty: 4895.767578
	Iteration 17Q: 3 clusters Score -2498261 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2498329.750000 Penalty: 4895.767578
	Iteration 18Q: 3 clusters Score -2498330 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2498367.500000 Penalty: 4895.767578
	Iteration 19Q: 3 clusters Score -2498368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2498389.500000 Penalty: 4895.767578
	Iteration 20F: 3 clusters Score -2498390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2498400.750000 Penalty: 4895.767578
	Iteration 21Q: 3 clusters Score -2498401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2498396.250000 Penalty: 4895.767578
	Iteration 22Q: 3 clusters Score -2498396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2498399.500000 Penalty: 4895.767578
	Iteration 23Q: 3 clusters Score -2498400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2498405.750000 Penalty: 4895.767578
	Iteration 24Q: 3 clusters Score -2498406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2498407.750000 Penalty: 4895.767578
	Iteration 25Q: 3 clusters Score -2498408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2498407.000000 Penalty: 4895.767578
	Iteration 26Q: 3 clusters Score -2498407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2498405.250000 Penalty: 4895.767578
	Iteration 27Q: 3 clusters Score -2498405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2498406.750000 Penalty: 4895.767578
	Iteration 28Q: 3 clusters Score -2498407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2498404.750000 Penalty: 4895.767578
	Iteration 29Q: 3 clusters Score -2498405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2498406.250000 Penalty: 4895.767578
	Iteration 30Q: 3 clusters Score -2498406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2498403.750000 Penalty: 4895.767578
	Iteration 31Q: 3 clusters Score -2498404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2498403.500000 Penalty: 4895.767578
	Iteration 32Q: 3 clusters Score -2498404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2498407.750000 Penalty: 4895.767578
	Iteration 33Q: 3 clusters Score -2498408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2498406.000000 Penalty: 4895.767578
	Iteration 34Q: 3 clusters Score -2498406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2498409.500000 Penalty: 4895.767578
	Iteration 35Q: 3 clusters Score -2498410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2498409.500000 Penalty: 4895.767578
	Iteration 36F: 3 clusters Score -2498410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 11404 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 97895 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 13945 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 856 members 
Mstep: Class 22 contains 5406 members 
Entering Unmasked Estep 
Score: -42912316.000000 Penalty: 69427.945312
Splitting cluster 7 changes total score from -42912468.000000 to -42912316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -699945.750000 Penalty: 2150.479004
	Iteration 0F: 2 clusters Score -699945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -694938.937500 Penalty: 4300.958008
	Iteration 0F: 3 clusters Score -694938.9 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -696211.375000 Penalty: 4300.958008
	Iteration 1F: 3 clusters Score -696211.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -696567.187500 Penalty: 4300.958008
	Iteration 2F: 3 clusters Score -696567.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -696834.375000 Penalty: 4300.958008
	Iteration 3F: 3 clusters Score -696834.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -697048.125000 Penalty: 4300.958008
	Iteration 4F: 3 clusters Score -697048.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -697228.062500 Penalty: 4300.958008
	Iteration 5Q: 3 clusters Score -697228.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -697341.937500 Penalty: 4300.958008
	Iteration 6Q: 3 clusters Score -697341.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -697444.437500 Penalty: 4300.958008
	Iteration 7Q: 3 clusters Score -697444.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -697523.500000 Penalty: 4300.958008
	Iteration 8Q: 3 clusters Score -697523.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -697590.000000 Penalty: 4300.958008
	Iteration 9Q: 3 clusters Score -697590 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -697645.375000 Penalty: 4300.958008
	Iteration 10Q: 3 clusters Score -697645.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -697684.812500 Penalty: 4300.958008
	Iteration 11Q: 3 clusters Score -697684.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -697732.125000 Penalty: 4300.958008
	Iteration 12Q: 3 clusters Score -697732.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -697778.937500 Penalty: 4300.958008
	Iteration 13Q: 3 clusters Score -697778.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -697814.250000 Penalty: 4300.958008
	Iteration 14Q: 3 clusters Score -697814.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -697842.187500 Penalty: 4300.958008
	Iteration 15Q: 3 clusters Score -697842.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -697871.125000 Penalty: 4300.958008
	Iteration 16Q: 3 clusters Score -697871.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -697891.875000 Penalty: 4300.958008
	Iteration 17Q: 3 clusters Score -697891.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -697912.375000 Penalty: 4300.958008
	Iteration 18Q: 3 clusters Score -697912.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -697931.250000 Penalty: 4300.958008
	Iteration 19Q: 3 clusters Score -697931.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -697949.062500 Penalty: 4300.958008
	Iteration 20F: 3 clusters Score -697949.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -697977.125000 Penalty: 4300.958008
	Iteration 21Q: 3 clusters Score -697977.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -697998.875000 Penalty: 4300.958008
	Iteration 22Q: 3 clusters Score -697998.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -698018.312500 Penalty: 4300.958008
	Iteration 23Q: 3 clusters Score -698018.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -698039.750000 Penalty: 4300.958008
	Iteration 24Q: 3 clusters Score -698039.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -698055.812500 Penalty: 4300.958008
	Iteration 25Q: 3 clusters Score -698055.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -698070.875000 Penalty: 4300.958008
	Iteration 26Q: 3 clusters Score -698070.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -698084.062500 Penalty: 4300.958008
	Iteration 27Q: 3 clusters Score -698084.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -698099.937500 Penalty: 4300.958008
	Iteration 28Q: 3 clusters Score -698099.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -698111.437500 Penalty: 4300.958008
	Iteration 29Q: 3 clusters Score -698111.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -698121.250000 Penalty: 4300.958008
	Iteration 30Q: 3 clusters Score -698121.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -698125.812500 Penalty: 4300.958008
	Iteration 31Q: 3 clusters Score -698125.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -698135.875000 Penalty: 4300.958008
	Iteration 32Q: 3 clusters Score -698135.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -698147.625000 Penalty: 4300.958008
	Iteration 33Q: 3 clusters Score -698147.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -698153.562500 Penalty: 4300.958008
	Iteration 34Q: 3 clusters Score -698153.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -698159.687500 Penalty: 4300.958008
	Iteration 35Q: 3 clusters Score -698159.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -698164.125000 Penalty: 4300.958008
	Iteration 36Q: 3 clusters Score -698164.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -698173.125000 Penalty: 4300.958008
	Iteration 37Q: 3 clusters Score -698173.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -698177.562500 Penalty: 4300.958008
	Iteration 38Q: 3 clusters Score -698177.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -698187.000000 Penalty: 4300.958008
	Iteration 39Q: 3 clusters Score -698187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -698195.750000 Penalty: 4300.958008
	Iteration 40F: 3 clusters Score -698195.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -698203.250000 Penalty: 4300.958008
	Iteration 41Q: 3 clusters Score -698203.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -698210.625000 Penalty: 4300.958008
	Iteration 42Q: 3 clusters Score -698210.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -698217.062500 Penalty: 4300.958008
	Iteration 43Q: 3 clusters Score -698217.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -698228.062500 Penalty: 4300.958008
	Iteration 44Q: 3 clusters Score -698228.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -698245.250000 Penalty: 4300.958008
	Iteration 45Q: 3 clusters Score -698245.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -698260.187500 Penalty: 4300.958008
	Iteration 46Q: 3 clusters Score -698260.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -698282.562500 Penalty: 4300.958008
	Iteration 47Q: 3 clusters Score -698282.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -698303.000000 Penalty: 4300.958008
	Iteration 48Q: 3 clusters Score -698303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -698318.812500 Penalty: 4300.958008
	Iteration 49Q: 3 clusters Score -698318.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -698334.062500 Penalty: 4300.958008
	Iteration 50Q: 3 clusters Score -698334.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -698345.937500 Penalty: 4300.958008
	Iteration 51Q: 3 clusters Score -698345.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -698362.187500 Penalty: 4300.958008
	Iteration 52Q: 3 clusters Score -698362.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -698377.312500 Penalty: 4300.958008
	Iteration 53Q: 3 clusters Score -698377.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -698392.500000 Penalty: 4300.958008
	Iteration 54Q: 3 clusters Score -698392.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -698404.562500 Penalty: 4300.958008
	Iteration 55Q: 3 clusters Score -698404.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -698415.562500 Penalty: 4300.958008
	Iteration 56Q: 3 clusters Score -698415.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -698428.750000 Penalty: 4300.958008
	Iteration 57Q: 3 clusters Score -698428.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -698437.812500 Penalty: 4300.958008
	Iteration 58Q: 3 clusters Score -698437.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -698448.750000 Penalty: 4300.958008
	Iteration 59Q: 3 clusters Score -698448.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -698459.187500 Penalty: 4300.958008
	Iteration 60F: 3 clusters Score -698459.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -698465.625000 Penalty: 4300.958008
	Iteration 61Q: 3 clusters Score -698465.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -698469.312500 Penalty: 4300.958008
	Iteration 62Q: 3 clusters Score -698469.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -698473.937500 Penalty: 4300.958008
	Iteration 63Q: 3 clusters Score -698473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -698476.250000 Penalty: 4300.958008
	Iteration 64Q: 3 clusters Score -698476.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -698479.500000 Penalty: 4300.958008
	Iteration 65Q: 3 clusters Score -698479.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -698479.812500 Penalty: 4300.958008
	Iteration 66Q: 3 clusters Score -698479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -698481.312500 Penalty: 4300.958008
	Iteration 67Q: 3 clusters Score -698481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -698483.000000 Penalty: 4300.958008
	Iteration 68Q: 3 clusters Score -698483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -698484.687500 Penalty: 4300.958008
	Iteration 69Q: 3 clusters Score -698484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -698487.250000 Penalty: 4300.958008
	Iteration 70Q: 3 clusters Score -698487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -698487.500000 Penalty: 4300.958008
	Iteration 71Q: 3 clusters Score -698487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -698487.687500 Penalty: 4300.958008
	Iteration 72Q: 3 clusters Score -698487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -698488.250000 Penalty: 4300.958008
	Iteration 73Q: 3 clusters Score -698488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -698488.062500 Penalty: 4300.958008
	Iteration 74Q: 3 clusters Score -698488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -698488.062500 Penalty: 4300.958008
	Iteration 75F: 3 clusters Score -698488.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Entering Unmasked Estep 
Score: -3065754.000000 Penalty: 2508.420654
	Iteration 0F: 2 clusters Score -3065754 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 12370 members 
Entering Unmasked Estep 
Score: -3048661.750000 Penalty: 5016.841309
	Iteration 0F: 3 clusters Score -3048662 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3054468.500000 Penalty: 5016.841309
	Iteration 1F: 3 clusters Score -3054468 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3054980.250000 Penalty: 5016.841309
	Iteration 2F: 3 clusters Score -3054980 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3055440.000000 Penalty: 5016.841309
	Iteration 3Q: 3 clusters Score -3055440 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3055882.000000 Penalty: 5016.841309
	Iteration 4Q: 3 clusters Score -3055882 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3056331.750000 Penalty: 5016.841309
	Iteration 5Q: 3 clusters Score -3056332 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3056761.000000 Penalty: 5016.841309
	Iteration 6Q: 3 clusters Score -3056761 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3057203.750000 Penalty: 5016.841309
	Iteration 7Q: 3 clusters Score -3057204 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3057664.750000 Penalty: 5016.841309
	Iteration 8Q: 3 clusters Score -3057665 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3058160.000000 Penalty: 5016.841309
	Iteration 9Q: 3 clusters Score -3058160 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3058724.250000 Penalty: 5016.841309
	Iteration 10Q: 3 clusters Score -3058724 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3059320.250000 Penalty: 5016.841309
	Iteration 11Q: 3 clusters Score -3059320 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3059981.000000 Penalty: 5016.841309
	Iteration 12Q: 3 clusters Score -3059981 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3060545.000000 Penalty: 5016.841309
	Iteration 13Q: 3 clusters Score -3060545 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3060979.500000 Penalty: 5016.841309
	Iteration 14Q: 3 clusters Score -3060980 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3061244.750000 Penalty: 5016.841309
	Iteration 15Q: 3 clusters Score -3061245 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3061454.750000 Penalty: 5016.841309
	Iteration 16Q: 3 clusters Score -3061455 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3061625.250000 Penalty: 5016.841309
	Iteration 17Q: 3 clusters Score -3061625 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3061746.500000 Penalty: 5016.841309
	Iteration 18Q: 3 clusters Score -3061746 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3061886.750000 Penalty: 5016.841309
	Iteration 19Q: 3 clusters Score -3061887 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3062043.750000 Penalty: 5016.841309
	Iteration 20F: 3 clusters Score -3062044 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3062232.500000 Penalty: 5016.841309
	Iteration 21Q: 3 clusters Score -3062232 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3062404.750000 Penalty: 5016.841309
	Iteration 22Q: 3 clusters Score -3062405 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3062542.750000 Penalty: 5016.841309
	Iteration 23Q: 3 clusters Score -3062543 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3062668.000000 Penalty: 5016.841309
	Iteration 24Q: 3 clusters Score -3062668 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3062780.500000 Penalty: 5016.841309
	Iteration 25Q: 3 clusters Score -3062780 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3062857.500000 Penalty: 5016.841309
	Iteration 26Q: 3 clusters Score -3062858 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3062944.000000 Penalty: 5016.841309
	Iteration 27Q: 3 clusters Score -3062944 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3063004.750000 Penalty: 5016.841309
	Iteration 28Q: 3 clusters Score -3063005 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3063072.250000 Penalty: 5016.841309
	Iteration 29Q: 3 clusters Score -3063072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3063127.750000 Penalty: 5016.841309
	Iteration 30Q: 3 clusters Score -3063128 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3063185.750000 Penalty: 5016.841309
	Iteration 31Q: 3 clusters Score -3063186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3063232.250000 Penalty: 5016.841309
	Iteration 32Q: 3 clusters Score -3063232 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3063303.250000 Penalty: 5016.841309
	Iteration 33Q: 3 clusters Score -3063303 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3063346.000000 Penalty: 5016.841309
	Iteration 34Q: 3 clusters Score -3063346 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3063395.500000 Penalty: 5016.841309
	Iteration 35Q: 3 clusters Score -3063396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3063450.750000 Penalty: 5016.841309
	Iteration 36Q: 3 clusters Score -3063451 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3063497.000000 Penalty: 5016.841309
	Iteration 37Q: 3 clusters Score -3063497 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3063549.500000 Penalty: 5016.841309
	Iteration 38Q: 3 clusters Score -3063550 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3063594.500000 Penalty: 5016.841309
	Iteration 39Q: 3 clusters Score -3063594 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3063640.250000 Penalty: 5016.841309
	Iteration 40F: 3 clusters Score -3063640 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3063673.250000 Penalty: 5016.841309
	Iteration 41Q: 3 clusters Score -3063673 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3063716.500000 Penalty: 5016.841309
	Iteration 42Q: 3 clusters Score -3063716 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3063760.500000 Penalty: 5016.841309
	Iteration 43Q: 3 clusters Score -3063760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3063789.250000 Penalty: 5016.841309
	Iteration 44Q: 3 clusters Score -3063789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3063830.750000 Penalty: 5016.841309
	Iteration 45Q: 3 clusters Score -3063831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3063840.000000 Penalty: 5016.841309
	Iteration 46Q: 3 clusters Score -3063840 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3063874.500000 Penalty: 5016.841309
	Iteration 47Q: 3 clusters Score -3063874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3063898.000000 Penalty: 5016.841309
	Iteration 48Q: 3 clusters Score -3063898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3063911.250000 Penalty: 5016.841309
	Iteration 49Q: 3 clusters Score -3063911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3063924.500000 Penalty: 5016.841309
	Iteration 50Q: 3 clusters Score -3063924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3063929.750000 Penalty: 5016.841309
	Iteration 51Q: 3 clusters Score -3063930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3063934.000000 Penalty: 5016.841309
	Iteration 52Q: 3 clusters Score -3063934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3063941.250000 Penalty: 5016.841309
	Iteration 53Q: 3 clusters Score -3063941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3063960.250000 Penalty: 5016.841309
	Iteration 54Q: 3 clusters Score -3063960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3063970.250000 Penalty: 5016.841309
	Iteration 55Q: 3 clusters Score -3063970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3063984.250000 Penalty: 5016.841309
	Iteration 56Q: 3 clusters Score -3063984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3063997.000000 Penalty: 5016.841309
	Iteration 57Q: 3 clusters Score -3063997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3064005.000000 Penalty: 5016.841309
	Iteration 58Q: 3 clusters Score -3064005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3064012.250000 Penalty: 5016.841309
	Iteration 59Q: 3 clusters Score -3064012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3064018.250000 Penalty: 5016.841309
	Iteration 60F: 3 clusters Score -3064018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3064024.250000 Penalty: 5016.841309
	Iteration 61Q: 3 clusters Score -3064024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3064028.500000 Penalty: 5016.841309
	Iteration 62Q: 3 clusters Score -3064028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3064025.250000 Penalty: 5016.841309
	Iteration 63Q: 3 clusters Score -3064025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3064024.250000 Penalty: 5016.841309
	Iteration 64Q: 3 clusters Score -3064024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3064031.250000 Penalty: 5016.841309
	Iteration 65Q: 3 clusters Score -3064031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3064033.250000 Penalty: 5016.841309
	Iteration 66Q: 3 clusters Score -3064033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3064037.250000 Penalty: 5016.841309
	Iteration 67Q: 3 clusters Score -3064037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3064036.250000 Penalty: 5016.841309
	Iteration 68Q: 3 clusters Score -3064036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3064036.000000 Penalty: 5016.841309
	Iteration 69Q: 3 clusters Score -3064036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3064035.250000 Penalty: 5016.841309
	Iteration 70Q: 3 clusters Score -3064035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3064039.000000 Penalty: 5016.841309
	Iteration 71Q: 3 clusters Score -3064039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3064035.250000 Penalty: 5016.841309
	Iteration 72Q: 3 clusters Score -3064035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3064032.750000 Penalty: 5016.841309
	Iteration 73Q: 3 clusters Score -3064033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3064037.000000 Penalty: 5016.841309
	Iteration 74Q: 3 clusters Score -3064037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3064040.000000 Penalty: 5016.841309
	Iteration 75Q: 3 clusters Score -3064040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3064043.250000 Penalty: 5016.841309
	Iteration 76Q: 3 clusters Score -3064043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3064039.750000 Penalty: 5016.841309
	Iteration 77Q: 3 clusters Score -3064040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3064042.500000 Penalty: 5016.841309
	Iteration 78Q: 3 clusters Score -3064042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3064041.750000 Penalty: 5016.841309
	Iteration 79Q: 3 clusters Score -3064042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3064043.000000 Penalty: 5016.841309
	Iteration 80F: 3 clusters Score -3064043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3064040.750000 Penalty: 5016.841309
	Iteration 81Q: 3 clusters Score -3064041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3064046.500000 Penalty: 5016.841309
	Iteration 82Q: 3 clusters Score -3064046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3064043.750000 Penalty: 5016.841309
	Iteration 83Q: 3 clusters Score -3064044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3064042.000000 Penalty: 5016.841309
	Iteration 84Q: 3 clusters Score -3064042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3064042.000000 Penalty: 5016.841309
	Iteration 85F: 3 clusters Score -3064042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Entering Unmasked Estep 
Score: -1296270.750000 Penalty: 2274.221191
	Iteration 0F: 2 clusters Score -1296271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1288795.750000 Penalty: 4548.442383
	Iteration 0F: 3 clusters Score -1288796 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1290942.750000 Penalty: 4548.442383
	Iteration 1F: 3 clusters Score -1290943 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1291285.625000 Penalty: 4548.442383
	Iteration 2F: 3 clusters Score -1291286 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1291529.125000 Penalty: 4548.442383
	Iteration 3F: 3 clusters Score -1291529 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1291714.875000 Penalty: 4548.442383
	Iteration 4Q: 3 clusters Score -1291715 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1291864.500000 Penalty: 4548.442383
	Iteration 5Q: 3 clusters Score -1291864 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1292009.375000 Penalty: 4548.442383
	Iteration 6Q: 3 clusters Score -1292009 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1292156.250000 Penalty: 4548.442383
	Iteration 7Q: 3 clusters Score -1292156 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1292300.875000 Penalty: 4548.442383
	Iteration 8Q: 3 clusters Score -1292301 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1292481.250000 Penalty: 4548.442383
	Iteration 9Q: 3 clusters Score -1292481 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1292692.500000 Penalty: 4548.442383
	Iteration 10Q: 3 clusters Score -1292692 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1292915.500000 Penalty: 4548.442383
	Iteration 11Q: 3 clusters Score -1292916 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1293115.125000 Penalty: 4548.442383
	Iteration 12Q: 3 clusters Score -1293115 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1293328.750000 Penalty: 4548.442383
	Iteration 13Q: 3 clusters Score -1293329 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1293494.375000 Penalty: 4548.442383
	Iteration 14Q: 3 clusters Score -1293494 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1293651.500000 Penalty: 4548.442383
	Iteration 15Q: 3 clusters Score -1293652 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1293764.375000 Penalty: 4548.442383
	Iteration 16Q: 3 clusters Score -1293764 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1293850.750000 Penalty: 4548.442383
	Iteration 17Q: 3 clusters Score -1293851 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1293929.500000 Penalty: 4548.442383
	Iteration 18Q: 3 clusters Score -1293930 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1293999.875000 Penalty: 4548.442383
	Iteration 19Q: 3 clusters Score -1294000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1294051.750000 Penalty: 4548.442383
	Iteration 20F: 3 clusters Score -1294052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1294099.875000 Penalty: 4548.442383
	Iteration 21Q: 3 clusters Score -1294100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1294142.125000 Penalty: 4548.442383
	Iteration 22Q: 3 clusters Score -1294142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1294175.750000 Penalty: 4548.442383
	Iteration 23Q: 3 clusters Score -1294176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1294209.750000 Penalty: 4548.442383
	Iteration 24Q: 3 clusters Score -1294210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1294235.000000 Penalty: 4548.442383
	Iteration 25Q: 3 clusters Score -1294235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1294255.500000 Penalty: 4548.442383
	Iteration 26Q: 3 clusters Score -1294256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1294268.250000 Penalty: 4548.442383
	Iteration 27Q: 3 clusters Score -1294268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1294279.625000 Penalty: 4548.442383
	Iteration 28Q: 3 clusters Score -1294280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1294290.250000 Penalty: 4548.442383
	Iteration 29Q: 3 clusters Score -1294290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1294299.500000 Penalty: 4548.442383
	Iteration 30Q: 3 clusters Score -1294300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1294304.250000 Penalty: 4548.442383
	Iteration 31Q: 3 clusters Score -1294304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1294307.125000 Penalty: 4548.442383
	Iteration 32Q: 3 clusters Score -1294307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1294308.000000 Penalty: 4548.442383
	Iteration 33Q: 3 clusters Score -1294308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1294313.000000 Penalty: 4548.442383
	Iteration 34Q: 3 clusters Score -1294313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1294315.250000 Penalty: 4548.442383
	Iteration 35Q: 3 clusters Score -1294315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1294315.750000 Penalty: 4548.442383
	Iteration 36Q: 3 clusters Score -1294316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1294316.625000 Penalty: 4548.442383
	Iteration 37Q: 3 clusters Score -1294317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1294322.000000 Penalty: 4548.442383
	Iteration 38Q: 3 clusters Score -1294322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1294324.625000 Penalty: 4548.442383
	Iteration 39Q: 3 clusters Score -1294325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1294328.625000 Penalty: 4548.442383
	Iteration 40F: 3 clusters Score -1294329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1294332.750000 Penalty: 4548.442383
	Iteration 41Q: 3 clusters Score -1294333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1294333.750000 Penalty: 4548.442383
	Iteration 42Q: 3 clusters Score -1294334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1294333.500000 Penalty: 4548.442383
	Iteration 43Q: 3 clusters Score -1294334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1294333.500000 Penalty: 4548.442383
	Iteration 44F: 3 clusters Score -1294334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -30340.015625 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -30340.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29101.392578 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -29101.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29275.687500 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -29275.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29368.707031 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -29368.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29382.931641 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -29382.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29385.798828 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -29385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29385.798828 Penalty: 2805.372070
	Iteration 5F: 3 clusters Score -29385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -151934.109375 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -151934.1 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 591 members 
Entering Unmasked Estep 
Score: -149815.484375 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -149815.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150210.343750 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -150210.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150458.359375 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -150458.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150656.656250 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -150656.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -150884.562500 Penalty: 3541.271484
	Iteration 4F: 3 clusters Score -150884.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -151171.343750 Penalty: 3541.271484
	Iteration 5F: 3 clusters Score -151171.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -151514.859375 Penalty: 3541.271484
	Iteration 6F: 3 clusters Score -151514.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -151753.296875 Penalty: 3541.271484
	Iteration 7F: 3 clusters Score -151753.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -151829.390625 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -151829.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -151857.750000 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -151857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -151876.671875 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -151876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -151891.640625 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -151891.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -151911.781250 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -151911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -151919.968750 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -151920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -151928.546875 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -151928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -151929.890625 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -151929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -151929.890625 Penalty: 3541.271484
	Iteration 16F: 3 clusters Score -151929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Entering Unmasked Estep 
Score: -954565.875000 Penalty: 2205.980225
	Iteration 0F: 2 clusters Score -954565.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -948657.500000 Penalty: 4411.960449
	Iteration 0F: 3 clusters Score -948657.5 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -950204.000000 Penalty: 4411.960449
	Iteration 1F: 3 clusters Score -950204 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -950462.187500 Penalty: 4411.960449
	Iteration 2F: 3 clusters Score -950462.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -950627.375000 Penalty: 4411.960449
	Iteration 3Q: 3 clusters Score -950627.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -950733.000000 Penalty: 4411.960449
	Iteration 4Q: 3 clusters Score -950733 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -950814.812500 Penalty: 4411.960449
	Iteration 5Q: 3 clusters Score -950814.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -950872.937500 Penalty: 4411.960449
	Iteration 6Q: 3 clusters Score -950872.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -950919.687500 Penalty: 4411.960449
	Iteration 7Q: 3 clusters Score -950919.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -950961.125000 Penalty: 4411.960449
	Iteration 8Q: 3 clusters Score -950961.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -950992.562500 Penalty: 4411.960449
	Iteration 9Q: 3 clusters Score -950992.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -951020.812500 Penalty: 4411.960449
	Iteration 10Q: 3 clusters Score -951020.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -951044.500000 Penalty: 4411.960449
	Iteration 11Q: 3 clusters Score -951044.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -951076.437500 Penalty: 4411.960449
	Iteration 12Q: 3 clusters Score -951076.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -951100.312500 Penalty: 4411.960449
	Iteration 13Q: 3 clusters Score -951100.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -951131.625000 Penalty: 4411.960449
	Iteration 14Q: 3 clusters Score -951131.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -951155.687500 Penalty: 4411.960449
	Iteration 15Q: 3 clusters Score -951155.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -951178.312500 Penalty: 4411.960449
	Iteration 16Q: 3 clusters Score -951178.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -951198.312500 Penalty: 4411.960449
	Iteration 17Q: 3 clusters Score -951198.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -951213.812500 Penalty: 4411.960449
	Iteration 18Q: 3 clusters Score -951213.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -951231.312500 Penalty: 4411.960449
	Iteration 19Q: 3 clusters Score -951231.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -951246.500000 Penalty: 4411.960449
	Iteration 20F: 3 clusters Score -951246.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -951261.312500 Penalty: 4411.960449
	Iteration 21Q: 3 clusters Score -951261.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -951275.500000 Penalty: 4411.960449
	Iteration 22Q: 3 clusters Score -951275.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -951288.062500 Penalty: 4411.960449
	Iteration 23Q: 3 clusters Score -951288.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -951297.375000 Penalty: 4411.960449
	Iteration 24Q: 3 clusters Score -951297.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -951306.312500 Penalty: 4411.960449
	Iteration 25Q: 3 clusters Score -951306.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -951319.125000 Penalty: 4411.960449
	Iteration 26Q: 3 clusters Score -951319.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -951333.062500 Penalty: 4411.960449
	Iteration 27Q: 3 clusters Score -951333.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -951352.312500 Penalty: 4411.960449
	Iteration 28Q: 3 clusters Score -951352.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -951373.687500 Penalty: 4411.960449
	Iteration 29Q: 3 clusters Score -951373.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -951395.187500 Penalty: 4411.960449
	Iteration 30Q: 3 clusters Score -951395.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -951417.250000 Penalty: 4411.960449
	Iteration 31Q: 3 clusters Score -951417.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -951441.875000 Penalty: 4411.960449
	Iteration 32Q: 3 clusters Score -951441.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -951473.437500 Penalty: 4411.960449
	Iteration 33Q: 3 clusters Score -951473.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -951502.125000 Penalty: 4411.960449
	Iteration 34Q: 3 clusters Score -951502.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -951530.750000 Penalty: 4411.960449
	Iteration 35Q: 3 clusters Score -951530.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -951560.062500 Penalty: 4411.960449
	Iteration 36Q: 3 clusters Score -951560.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -951600.062500 Penalty: 4411.960449
	Iteration 37Q: 3 clusters Score -951600.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -951642.375000 Penalty: 4411.960449
	Iteration 38Q: 3 clusters Score -951642.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -951690.750000 Penalty: 4411.960449
	Iteration 39Q: 3 clusters Score -951690.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -951744.125000 Penalty: 4411.960449
	Iteration 40F: 3 clusters Score -951744.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -951793.000000 Penalty: 4411.960449
	Iteration 41Q: 3 clusters Score -951793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -951848.625000 Penalty: 4411.960449
	Iteration 42Q: 3 clusters Score -951848.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -951908.937500 Penalty: 4411.960449
	Iteration 43Q: 3 clusters Score -951908.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -951965.000000 Penalty: 4411.960449
	Iteration 44Q: 3 clusters Score -951965 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -952022.250000 Penalty: 4411.960449
	Iteration 45Q: 3 clusters Score -952022.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -952071.875000 Penalty: 4411.960449
	Iteration 46Q: 3 clusters Score -952071.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -952106.187500 Penalty: 4411.960449
	Iteration 47Q: 3 clusters Score -952106.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -952147.437500 Penalty: 4411.960449
	Iteration 48Q: 3 clusters Score -952147.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -952180.125000 Penalty: 4411.960449
	Iteration 49Q: 3 clusters Score -952180.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -952228.750000 Penalty: 4411.960449
	Iteration 50Q: 3 clusters Score -952228.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -952275.187500 Penalty: 4411.960449
	Iteration 51Q: 3 clusters Score -952275.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -952311.125000 Penalty: 4411.960449
	Iteration 52Q: 3 clusters Score -952311.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -952345.187500 Penalty: 4411.960449
	Iteration 53Q: 3 clusters Score -952345.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -952378.875000 Penalty: 4411.960449
	Iteration 54Q: 3 clusters Score -952378.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -952404.937500 Penalty: 4411.960449
	Iteration 55Q: 3 clusters Score -952404.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -952427.687500 Penalty: 4411.960449
	Iteration 56Q: 3 clusters Score -952427.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -952450.375000 Penalty: 4411.960449
	Iteration 57Q: 3 clusters Score -952450.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -952465.437500 Penalty: 4411.960449
	Iteration 58Q: 3 clusters Score -952465.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -952477.812500 Penalty: 4411.960449
	Iteration 59Q: 3 clusters Score -952477.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -952489.500000 Penalty: 4411.960449
	Iteration 60F: 3 clusters Score -952489.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -952503.437500 Penalty: 4411.960449
	Iteration 61Q: 3 clusters Score -952503.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -952513.437500 Penalty: 4411.960449
	Iteration 62Q: 3 clusters Score -952513.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -952526.437500 Penalty: 4411.960449
	Iteration 63Q: 3 clusters Score -952526.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -952534.562500 Penalty: 4411.960449
	Iteration 64Q: 3 clusters Score -952534.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -952543.875000 Penalty: 4411.960449
	Iteration 65Q: 3 clusters Score -952543.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -952554.937500 Penalty: 4411.960449
	Iteration 66Q: 3 clusters Score -952554.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -952565.125000 Penalty: 4411.960449
	Iteration 67Q: 3 clusters Score -952565.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -952575.375000 Penalty: 4411.960449
	Iteration 68Q: 3 clusters Score -952575.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -952581.937500 Penalty: 4411.960449
	Iteration 69Q: 3 clusters Score -952581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -952584.375000 Penalty: 4411.960449
	Iteration 70Q: 3 clusters Score -952584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -952589.500000 Penalty: 4411.960449
	Iteration 71Q: 3 clusters Score -952589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -952594.437500 Penalty: 4411.960449
	Iteration 72Q: 3 clusters Score -952594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -952596.125000 Penalty: 4411.960449
	Iteration 73Q: 3 clusters Score -952596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -952597.812500 Penalty: 4411.960449
	Iteration 74Q: 3 clusters Score -952597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -952598.812500 Penalty: 4411.960449
	Iteration 75Q: 3 clusters Score -952598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -952599.250000 Penalty: 4411.960449
	Iteration 76Q: 3 clusters Score -952599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -952600.437500 Penalty: 4411.960449
	Iteration 77Q: 3 clusters Score -952600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -952605.500000 Penalty: 4411.960449
	Iteration 78Q: 3 clusters Score -952605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -952611.312500 Penalty: 4411.960449
	Iteration 79Q: 3 clusters Score -952611.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -952614.437500 Penalty: 4411.960449
	Iteration 80F: 3 clusters Score -952614.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -952618.375000 Penalty: 4411.960449
	Iteration 81Q: 3 clusters Score -952618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -952619.625000 Penalty: 4411.960449
	Iteration 82Q: 3 clusters Score -952619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -952619.625000 Penalty: 4411.960449
	Iteration 83F: 3 clusters Score -952619.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Entering Unmasked Estep 
Score: -6142403.000000 Penalty: 2664.714844
	Iteration 0F: 2 clusters Score -6142403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -6110992.500000 Penalty: 5329.429688
	Iteration 0F: 3 clusters Score -6110992 nChanged 21465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -6123211.500000 Penalty: 5329.429688
	Iteration 1F: 3 clusters Score -6123212 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -6123936.500000 Penalty: 5329.429688
	Iteration 2Q: 3 clusters Score -6123936 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -6124755.000000 Penalty: 5329.429688
	Iteration 3Q: 3 clusters Score -6124755 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -6125673.500000 Penalty: 5329.429688
	Iteration 4Q: 3 clusters Score -6125674 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -6126931.500000 Penalty: 5329.429688
	Iteration 5F: 3 clusters Score -6126932 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -6128542.500000 Penalty: 5329.429688
	Iteration 6F: 3 clusters Score -6128542 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -6130604.500000 Penalty: 5329.429688
	Iteration 7F: 3 clusters Score -6130604 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -6132620.500000 Penalty: 5329.429688
	Iteration 8F: 3 clusters Score -6132620 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -6134490.000000 Penalty: 5329.429688
	Iteration 9Q: 3 clusters Score -6134490 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -6135826.500000 Penalty: 5329.429688
	Iteration 10Q: 3 clusters Score -6135826 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -6136800.500000 Penalty: 5329.429688
	Iteration 11Q: 3 clusters Score -6136800 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -6137465.000000 Penalty: 5329.429688
	Iteration 12Q: 3 clusters Score -6137465 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -6138025.000000 Penalty: 5329.429688
	Iteration 13Q: 3 clusters Score -6138025 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -6138436.500000 Penalty: 5329.429688
	Iteration 14Q: 3 clusters Score -6138436 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -6138778.000000 Penalty: 5329.429688
	Iteration 15Q: 3 clusters Score -6138778 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -6139029.000000 Penalty: 5329.429688
	Iteration 16Q: 3 clusters Score -6139029 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -6139246.000000 Penalty: 5329.429688
	Iteration 17Q: 3 clusters Score -6139246 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -6139382.500000 Penalty: 5329.429688
	Iteration 18Q: 3 clusters Score -6139382 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -6139531.000000 Penalty: 5329.429688
	Iteration 19Q: 3 clusters Score -6139531 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -6139636.000000 Penalty: 5329.429688
	Iteration 20F: 3 clusters Score -6139636 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -6139762.000000 Penalty: 5329.429688
	Iteration 21Q: 3 clusters Score -6139762 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -6139849.500000 Penalty: 5329.429688
	Iteration 22Q: 3 clusters Score -6139850 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -6139895.000000 Penalty: 5329.429688
	Iteration 23Q: 3 clusters Score -6139895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -6139941.000000 Penalty: 5329.429688
	Iteration 24Q: 3 clusters Score -6139941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -6139993.500000 Penalty: 5329.429688
	Iteration 25Q: 3 clusters Score -6139994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -6140011.500000 Penalty: 5329.429688
	Iteration 26Q: 3 clusters Score -6140012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -6140070.000000 Penalty: 5329.429688
	Iteration 27Q: 3 clusters Score -6140070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -6140101.500000 Penalty: 5329.429688
	Iteration 28Q: 3 clusters Score -6140102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -6140116.500000 Penalty: 5329.429688
	Iteration 29Q: 3 clusters Score -6140116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -6140134.000000 Penalty: 5329.429688
	Iteration 30Q: 3 clusters Score -6140134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -6140156.000000 Penalty: 5329.429688
	Iteration 31Q: 3 clusters Score -6140156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -6140162.500000 Penalty: 5329.429688
	Iteration 32Q: 3 clusters Score -6140162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -6140165.000000 Penalty: 5329.429688
	Iteration 33Q: 3 clusters Score -6140165 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -6140170.000000 Penalty: 5329.429688
	Iteration 34Q: 3 clusters Score -6140170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -6140195.500000 Penalty: 5329.429688
	Iteration 35Q: 3 clusters Score -6140196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -6140210.500000 Penalty: 5329.429688
	Iteration 36Q: 3 clusters Score -6140210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -6140211.500000 Penalty: 5329.429688
	Iteration 37Q: 3 clusters Score -6140212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -6140220.500000 Penalty: 5329.429688
	Iteration 38Q: 3 clusters Score -6140220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -6140237.500000 Penalty: 5329.429688
	Iteration 39Q: 3 clusters Score -6140238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -6140243.500000 Penalty: 5329.429688
	Iteration 40F: 3 clusters Score -6140244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -6140250.000000 Penalty: 5329.429688
	Iteration 41Q: 3 clusters Score -6140250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6140249.500000 Penalty: 5329.429688
	Iteration 42Q: 3 clusters Score -6140250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -6140250.500000 Penalty: 5329.429688
	Iteration 43Q: 3 clusters Score -6140250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -6140253.500000 Penalty: 5329.429688
	Iteration 44Q: 3 clusters Score -6140254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -6140271.000000 Penalty: 5329.429688
	Iteration 45Q: 3 clusters Score -6140271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -6140260.500000 Penalty: 5329.429688
	Iteration 46Q: 3 clusters Score -6140260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -6140268.500000 Penalty: 5329.429688
	Iteration 47Q: 3 clusters Score -6140268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -6140279.500000 Penalty: 5329.429688
	Iteration 48Q: 3 clusters Score -6140280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -6140275.000000 Penalty: 5329.429688
	Iteration 49Q: 3 clusters Score -6140275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -6140284.000000 Penalty: 5329.429688
	Iteration 50Q: 3 clusters Score -6140284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -6140278.500000 Penalty: 5329.429688
	Iteration 51Q: 3 clusters Score -6140278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -6140283.500000 Penalty: 5329.429688
	Iteration 52Q: 3 clusters Score -6140284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -6140288.500000 Penalty: 5329.429688
	Iteration 53Q: 3 clusters Score -6140288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -6140291.000000 Penalty: 5329.429688
	Iteration 54Q: 3 clusters Score -6140291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -6140289.500000 Penalty: 5329.429688
	Iteration 55Q: 3 clusters Score -6140290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -6140285.500000 Penalty: 5329.429688
	Iteration 56Q: 3 clusters Score -6140286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -6140287.000000 Penalty: 5329.429688
	Iteration 57Q: 3 clusters Score -6140287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -6140283.500000 Penalty: 5329.429688
	Iteration 58Q: 3 clusters Score -6140284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -6140275.000000 Penalty: 5329.429688
	Iteration 59Q: 3 clusters Score -6140275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -6140277.500000 Penalty: 5329.429688
	Iteration 60F: 3 clusters Score -6140278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -66723.492188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -66723.49 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 266 members 
Entering Unmasked Estep 
Score: -65176.527344 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -65176.53 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65397.351562 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -65397.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65496.621094 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -65496.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65546.687500 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -65546.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65568.820312 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -65568.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65579.093750 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -65579.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65585.382812 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -65585.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65585.382812 Penalty: 3133.313721
	Iteration 7F: 3 clusters Score -65585.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -578069.687500 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -578069.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -573883.312500 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -573883.3 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -574843.687500 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -574843.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -575056.125000 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -575056.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -575181.625000 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -575181.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -575279.875000 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -575279.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -575379.750000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -575379.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -575494.125000 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -575494.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -575595.687500 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -575595.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -575682.187500 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -575682.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -575747.625000 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -575747.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -575799.312500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -575799.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -575849.250000 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -575849.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -575885.562500 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -575885.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -575923.812500 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -575923.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -575962.875000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -575962.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -576003.125000 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -576003.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -576037.562500 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -576037.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -576074.312500 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -576074.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -576121.125000 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -576121.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -576166.562500 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -576166.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -576201.687500 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -576201.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -576238.125000 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -576238.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -576275.812500 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -576275.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -576312.125000 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -576312.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -576344.750000 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -576344.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -576362.500000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -576362.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -576390.125000 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -576390.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -576418.312500 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -576418.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -576449.687500 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -576449.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -576474.062500 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -576474.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -576492.375000 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -576492.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -576513.125000 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -576513.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -576541.000000 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -576541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -576562.875000 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -576562.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -576592.062500 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -576592.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -576619.875000 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -576619.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -576647.375000 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -576647.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -576675.375000 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -576675.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -576697.000000 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -576697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -576719.437500 Penalty: 4164.380859
	Iteration 39Q: 3 clusters Score -576719.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -576744.937500 Penalty: 4164.380859
	Iteration 40F: 3 clusters Score -576744.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -576772.937500 Penalty: 4164.380859
	Iteration 41Q: 3 clusters Score -576772.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -576800.250000 Penalty: 4164.380859
	Iteration 42Q: 3 clusters Score -576800.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -576834.750000 Penalty: 4164.380859
	Iteration 43Q: 3 clusters Score -576834.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -576862.625000 Penalty: 4164.380859
	Iteration 44Q: 3 clusters Score -576862.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -576893.187500 Penalty: 4164.380859
	Iteration 45Q: 3 clusters Score -576893.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -576901.500000 Penalty: 4164.380859
	Iteration 46Q: 3 clusters Score -576901.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -576911.750000 Penalty: 4164.380859
	Iteration 47Q: 3 clusters Score -576911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -576919.625000 Penalty: 4164.380859
	Iteration 48Q: 3 clusters Score -576919.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -576924.125000 Penalty: 4164.380859
	Iteration 49Q: 3 clusters Score -576924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -576929.312500 Penalty: 4164.380859
	Iteration 50Q: 3 clusters Score -576929.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -576935.625000 Penalty: 4164.380859
	Iteration 51Q: 3 clusters Score -576935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -576939.000000 Penalty: 4164.380859
	Iteration 52Q: 3 clusters Score -576939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -576941.125000 Penalty: 4164.380859
	Iteration 53Q: 3 clusters Score -576941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -576944.062500 Penalty: 4164.380859
	Iteration 54Q: 3 clusters Score -576944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -576945.125000 Penalty: 4164.380859
	Iteration 55Q: 3 clusters Score -576945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -576946.250000 Penalty: 4164.380859
	Iteration 56Q: 3 clusters Score -576946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -576946.250000 Penalty: 4164.380859
	Iteration 57F: 3 clusters Score -576946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Entering Unmasked Estep 
Score: -5682702.500000 Penalty: 2650.058838
	Iteration 0F: 2 clusters Score -5682702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5653119.500000 Penalty: 5300.117676
	Iteration 0F: 3 clusters Score -5653120 nChanged 20102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5664140.000000 Penalty: 5300.117676
	Iteration 1F: 3 clusters Score -5664140 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5664699.500000 Penalty: 5300.117676
	Iteration 2Q: 3 clusters Score -5664700 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5665272.000000 Penalty: 5300.117676
	Iteration 3Q: 3 clusters Score -5665272 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5665844.500000 Penalty: 5300.117676
	Iteration 4Q: 3 clusters Score -5665844 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -5666516.000000 Penalty: 5300.117676
	Iteration 5Q: 3 clusters Score -5666516 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5667207.500000 Penalty: 5300.117676
	Iteration 6Q: 3 clusters Score -5667208 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5667956.500000 Penalty: 5300.117676
	Iteration 7Q: 3 clusters Score -5667956 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -5668616.000000 Penalty: 5300.117676
	Iteration 8Q: 3 clusters Score -5668616 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5669272.500000 Penalty: 5300.117676
	Iteration 9Q: 3 clusters Score -5669272 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -5670042.000000 Penalty: 5300.117676
	Iteration 10Q: 3 clusters Score -5670042 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5670924.500000 Penalty: 5300.117676
	Iteration 11Q: 3 clusters Score -5670924 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -5672151.000000 Penalty: 5300.117676
	Iteration 12Q: 3 clusters Score -5672151 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5673539.500000 Penalty: 5300.117676
	Iteration 13F: 3 clusters Score -5673540 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -5675036.000000 Penalty: 5300.117676
	Iteration 14F: 3 clusters Score -5675036 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -5676389.500000 Penalty: 5300.117676
	Iteration 15Q: 3 clusters Score -5676390 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5677488.000000 Penalty: 5300.117676
	Iteration 16Q: 3 clusters Score -5677488 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -5678468.500000 Penalty: 5300.117676
	Iteration 17Q: 3 clusters Score -5678468 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5679411.000000 Penalty: 5300.117676
	Iteration 18Q: 3 clusters Score -5679411 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -5680258.000000 Penalty: 5300.117676
	Iteration 19Q: 3 clusters Score -5680258 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -5680876.000000 Penalty: 5300.117676
	Iteration 20F: 3 clusters Score -5680876 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -5681236.000000 Penalty: 5300.117676
	Iteration 21Q: 3 clusters Score -5681236 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5681493.500000 Penalty: 5300.117676
	Iteration 22Q: 3 clusters Score -5681494 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5681668.000000 Penalty: 5300.117676
	Iteration 23Q: 3 clusters Score -5681668 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -5681779.000000 Penalty: 5300.117676
	Iteration 24Q: 3 clusters Score -5681779 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -5681852.500000 Penalty: 5300.117676
	Iteration 25Q: 3 clusters Score -5681852 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -5681893.000000 Penalty: 5300.117676
	Iteration 26Q: 3 clusters Score -5681893 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5681931.000000 Penalty: 5300.117676
	Iteration 27Q: 3 clusters Score -5681931 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5681951.500000 Penalty: 5300.117676
	Iteration 28Q: 3 clusters Score -5681952 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5681965.000000 Penalty: 5300.117676
	Iteration 29Q: 3 clusters Score -5681965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5681959.500000 Penalty: 5300.117676
	Iteration 30Q: 3 clusters Score -5681960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5681980.000000 Penalty: 5300.117676
	Iteration 31Q: 3 clusters Score -5681980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5681986.000000 Penalty: 5300.117676
	Iteration 32Q: 3 clusters Score -5681986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5681998.500000 Penalty: 5300.117676
	Iteration 33Q: 3 clusters Score -5681998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5681993.000000 Penalty: 5300.117676
	Iteration 34Q: 3 clusters Score -5681993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5681999.500000 Penalty: 5300.117676
	Iteration 35Q: 3 clusters Score -5682000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5682017.500000 Penalty: 5300.117676
	Iteration 36Q: 3 clusters Score -5682018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5682021.500000 Penalty: 5300.117676
	Iteration 37Q: 3 clusters Score -5682022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5682018.000000 Penalty: 5300.117676
	Iteration 38Q: 3 clusters Score -5682018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -5682013.000000 Penalty: 5300.117676
	Iteration 39Q: 3 clusters Score -5682013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -5682017.500000 Penalty: 5300.117676
	Iteration 40F: 3 clusters Score -5682018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5682021.000000 Penalty: 5300.117676
	Iteration 41Q: 3 clusters Score -5682021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -5682022.500000 Penalty: 5300.117676
	Iteration 42Q: 3 clusters Score -5682022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -5682021.500000 Penalty: 5300.117676
	Iteration 43Q: 3 clusters Score -5682022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -5682022.000000 Penalty: 5300.117676
	Iteration 44Q: 3 clusters Score -5682022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5682027.500000 Penalty: 5300.117676
	Iteration 45Q: 3 clusters Score -5682028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -5682030.500000 Penalty: 5300.117676
	Iteration 46Q: 3 clusters Score -5682030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5682029.500000 Penalty: 5300.117676
	Iteration 47Q: 3 clusters Score -5682030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5682034.500000 Penalty: 5300.117676
	Iteration 48Q: 3 clusters Score -5682034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5682027.000000 Penalty: 5300.117676
	Iteration 49Q: 3 clusters Score -5682027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5682033.500000 Penalty: 5300.117676
	Iteration 50Q: 3 clusters Score -5682034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5682031.500000 Penalty: 5300.117676
	Iteration 51Q: 3 clusters Score -5682032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -5682035.000000 Penalty: 5300.117676
	Iteration 52Q: 3 clusters Score -5682035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5682040.000000 Penalty: 5300.117676
	Iteration 53Q: 3 clusters Score -5682040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5682040.000000 Penalty: 5300.117676
	Iteration 54F: 3 clusters Score -5682040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -152229.984375 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -152230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -150150.093750 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -150150.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -150869.125000 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -150869.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -151160.062500 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -151160.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -151390.625000 Penalty: 3545.969238
	Iteration 3F: 3 clusters Score -151390.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -151576.046875 Penalty: 3545.969238
	Iteration 4F: 3 clusters Score -151576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -151711.000000 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -151711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -151765.203125 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -151765.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -151816.953125 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -151817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -151860.781250 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -151860.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -151913.875000 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -151913.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -151965.328125 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -151965.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -152007.765625 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -152007.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -152034.734375 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -152034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -152044.000000 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -152044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -152050.890625 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -152050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -152056.046875 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -152056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -152061.781250 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -152061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -152069.531250 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -152069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -152071.546875 Penalty: 3545.969238
	Iteration 18Q: 3 clusters Score -152071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -152075.578125 Penalty: 3545.969238
	Iteration 19Q: 3 clusters Score -152075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -152079.937500 Penalty: 3545.969238
	Iteration 20F: 3 clusters Score -152079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -152085.328125 Penalty: 3545.969238
	Iteration 21Q: 3 clusters Score -152085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -152089.453125 Penalty: 3545.969238
	Iteration 22Q: 3 clusters Score -152089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -152089.453125 Penalty: 3545.969238
	Iteration 23F: 3 clusters Score -152089.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Entering Unmasked Estep 
Score: -568525.187500 Penalty: 2079.714355
	Iteration 0F: 2 clusters Score -568525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -564407.062500 Penalty: 4159.428711
	Iteration 0F: 3 clusters Score -564407.1 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -565456.750000 Penalty: 4159.428711
	Iteration 1F: 3 clusters Score -565456.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -565787.500000 Penalty: 4159.428711
	Iteration 2F: 3 clusters Score -565787.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -566010.375000 Penalty: 4159.428711
	Iteration 3F: 3 clusters Score -566010.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -566219.500000 Penalty: 4159.428711
	Iteration 4F: 3 clusters Score -566219.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -566400.062500 Penalty: 4159.428711
	Iteration 5F: 3 clusters Score -566400.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -566518.812500 Penalty: 4159.428711
	Iteration 6Q: 3 clusters Score -566518.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -566601.625000 Penalty: 4159.428711
	Iteration 7Q: 3 clusters Score -566601.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -566668.500000 Penalty: 4159.428711
	Iteration 8Q: 3 clusters Score -566668.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -566724.437500 Penalty: 4159.428711
	Iteration 9Q: 3 clusters Score -566724.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -566766.187500 Penalty: 4159.428711
	Iteration 10Q: 3 clusters Score -566766.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -566794.500000 Penalty: 4159.428711
	Iteration 11Q: 3 clusters Score -566794.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -566819.375000 Penalty: 4159.428711
	Iteration 12Q: 3 clusters Score -566819.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -566847.562500 Penalty: 4159.428711
	Iteration 13Q: 3 clusters Score -566847.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -566870.000000 Penalty: 4159.428711
	Iteration 14Q: 3 clusters Score -566870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -566891.250000 Penalty: 4159.428711
	Iteration 15Q: 3 clusters Score -566891.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -566908.562500 Penalty: 4159.428711
	Iteration 16Q: 3 clusters Score -566908.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -566919.312500 Penalty: 4159.428711
	Iteration 17Q: 3 clusters Score -566919.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -566932.750000 Penalty: 4159.428711
	Iteration 18Q: 3 clusters Score -566932.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -566942.312500 Penalty: 4159.428711
	Iteration 19Q: 3 clusters Score -566942.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -566948.937500 Penalty: 4159.428711
	Iteration 20F: 3 clusters Score -566948.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -566956.625000 Penalty: 4159.428711
	Iteration 21Q: 3 clusters Score -566956.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -566962.062500 Penalty: 4159.428711
	Iteration 22Q: 3 clusters Score -566962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -566966.875000 Penalty: 4159.428711
	Iteration 23Q: 3 clusters Score -566966.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -566970.812500 Penalty: 4159.428711
	Iteration 24Q: 3 clusters Score -566970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -566973.187500 Penalty: 4159.428711
	Iteration 25Q: 3 clusters Score -566973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -566975.000000 Penalty: 4159.428711
	Iteration 26Q: 3 clusters Score -566975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -566975.000000 Penalty: 4159.428711
	Iteration 27Q: 3 clusters Score -566975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -566974.562500 Penalty: 4159.428711
	Iteration 28Q: 3 clusters Score -566974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -566976.437500 Penalty: 4159.428711
	Iteration 29Q: 3 clusters Score -566976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -566976.500000 Penalty: 4159.428711
	Iteration 30Q: 3 clusters Score -566976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -566977.500000 Penalty: 4159.428711
	Iteration 31Q: 3 clusters Score -566977.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -566976.562500 Penalty: 4159.428711
	Iteration 32Q: 3 clusters Score -566976.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -566976.562500 Penalty: 4159.428711
	Iteration 33F: 3 clusters Score -566976.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Entering Unmasked Estep 
Score: -777923.250000 Penalty: 2158.510742
	Iteration 0F: 2 clusters Score -777923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -772754.125000 Penalty: 4317.021484
	Iteration 0F: 3 clusters Score -772754.1 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -774065.125000 Penalty: 4317.021484
	Iteration 1F: 3 clusters Score -774065.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -774289.000000 Penalty: 4317.021484
	Iteration 2F: 3 clusters Score -774289 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -774425.062500 Penalty: 4317.021484
	Iteration 3Q: 3 clusters Score -774425.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -774538.187500 Penalty: 4317.021484
	Iteration 4Q: 3 clusters Score -774538.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -774628.750000 Penalty: 4317.021484
	Iteration 5Q: 3 clusters Score -774628.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -774718.687500 Penalty: 4317.021484
	Iteration 6Q: 3 clusters Score -774718.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -774802.500000 Penalty: 4317.021484
	Iteration 7Q: 3 clusters Score -774802.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -774869.000000 Penalty: 4317.021484
	Iteration 8Q: 3 clusters Score -774869 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -774924.500000 Penalty: 4317.021484
	Iteration 9Q: 3 clusters Score -774924.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -774983.500000 Penalty: 4317.021484
	Iteration 10Q: 3 clusters Score -774983.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -775049.687500 Penalty: 4317.021484
	Iteration 11Q: 3 clusters Score -775049.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -775105.375000 Penalty: 4317.021484
	Iteration 12Q: 3 clusters Score -775105.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -775156.062500 Penalty: 4317.021484
	Iteration 13Q: 3 clusters Score -775156.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -775209.937500 Penalty: 4317.021484
	Iteration 14Q: 3 clusters Score -775209.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -775265.875000 Penalty: 4317.021484
	Iteration 15Q: 3 clusters Score -775265.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -775320.125000 Penalty: 4317.021484
	Iteration 16Q: 3 clusters Score -775320.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -775366.312500 Penalty: 4317.021484
	Iteration 17Q: 3 clusters Score -775366.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -775430.250000 Penalty: 4317.021484
	Iteration 18Q: 3 clusters Score -775430.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -775490.812500 Penalty: 4317.021484
	Iteration 19Q: 3 clusters Score -775490.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -775565.937500 Penalty: 4317.021484
	Iteration 20F: 3 clusters Score -775565.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -775650.250000 Penalty: 4317.021484
	Iteration 21Q: 3 clusters Score -775650.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -775720.625000 Penalty: 4317.021484
	Iteration 22Q: 3 clusters Score -775720.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -775776.000000 Penalty: 4317.021484
	Iteration 23Q: 3 clusters Score -775776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -775829.750000 Penalty: 4317.021484
	Iteration 24Q: 3 clusters Score -775829.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -775888.875000 Penalty: 4317.021484
	Iteration 25Q: 3 clusters Score -775888.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -775934.687500 Penalty: 4317.021484
	Iteration 26Q: 3 clusters Score -775934.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -775961.062500 Penalty: 4317.021484
	Iteration 27Q: 3 clusters Score -775961.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -775979.000000 Penalty: 4317.021484
	Iteration 28Q: 3 clusters Score -775979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -775989.625000 Penalty: 4317.021484
	Iteration 29Q: 3 clusters Score -775989.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -776004.187500 Penalty: 4317.021484
	Iteration 30Q: 3 clusters Score -776004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -776009.812500 Penalty: 4317.021484
	Iteration 31Q: 3 clusters Score -776009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -776016.562500 Penalty: 4317.021484
	Iteration 32Q: 3 clusters Score -776016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -776024.062500 Penalty: 4317.021484
	Iteration 33Q: 3 clusters Score -776024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -776027.500000 Penalty: 4317.021484
	Iteration 34Q: 3 clusters Score -776027.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -776035.687500 Penalty: 4317.021484
	Iteration 35Q: 3 clusters Score -776035.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -776041.562500 Penalty: 4317.021484
	Iteration 36Q: 3 clusters Score -776041.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -776048.437500 Penalty: 4317.021484
	Iteration 37Q: 3 clusters Score -776048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -776052.687500 Penalty: 4317.021484
	Iteration 38Q: 3 clusters Score -776052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -776054.187500 Penalty: 4317.021484
	Iteration 39Q: 3 clusters Score -776054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -776058.562500 Penalty: 4317.021484
	Iteration 40F: 3 clusters Score -776058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -776065.187500 Penalty: 4317.021484
	Iteration 41Q: 3 clusters Score -776065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -776069.437500 Penalty: 4317.021484
	Iteration 42Q: 3 clusters Score -776069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -776072.187500 Penalty: 4317.021484
	Iteration 43Q: 3 clusters Score -776072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -776076.812500 Penalty: 4317.021484
	Iteration 44Q: 3 clusters Score -776076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -776080.000000 Penalty: 4317.021484
	Iteration 45Q: 3 clusters Score -776080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -776080.000000 Penalty: 4317.021484
	Iteration 46F: 3 clusters Score -776080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -99349.765625 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -99349.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97610.507812 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -97610.51 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97958.882812 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -97958.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98098.679688 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -98098.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98176.296875 Penalty: 3349.125977
	Iteration 3Q: 3 clusters Score -98176.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98288.687500 Penalty: 3349.125977
	Iteration 4Q: 3 clusters Score -98288.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98357.593750 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -98357.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98402.757812 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -98402.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98449.585938 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -98449.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98488.843750 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -98488.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98535.523438 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -98535.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98599.992188 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -98599.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98658.171875 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -98658.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98745.843750 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -98745.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -98820.218750 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -98820.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98907.671875 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -98907.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -98986.242188 Penalty: 3349.125977
	Iteration 15Q: 3 clusters Score -98986.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99049.195312 Penalty: 3349.125977
	Iteration 16Q: 3 clusters Score -99049.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99111.953125 Penalty: 3349.125977
	Iteration 17Q: 3 clusters Score -99111.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -99167.460938 Penalty: 3349.125977
	Iteration 18Q: 3 clusters Score -99167.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -99187.093750 Penalty: 3349.125977
	Iteration 19Q: 3 clusters Score -99187.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -99201.492188 Penalty: 3349.125977
	Iteration 20F: 3 clusters Score -99201.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -99223.351562 Penalty: 3349.125977
	Iteration 21Q: 3 clusters Score -99223.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -99228.781250 Penalty: 3349.125977
	Iteration 22Q: 3 clusters Score -99228.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -99236.296875 Penalty: 3349.125977
	Iteration 23Q: 3 clusters Score -99236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -99247.281250 Penalty: 3349.125977
	Iteration 24Q: 3 clusters Score -99247.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -99256.953125 Penalty: 3349.125977
	Iteration 25Q: 3 clusters Score -99256.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99258.976562 Penalty: 3349.125977
	Iteration 26Q: 3 clusters Score -99258.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -99262.882812 Penalty: 3349.125977
	Iteration 27Q: 3 clusters Score -99262.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -99262.882812 Penalty: 3349.125977
	Iteration 28F: 3 clusters Score -99262.88 nChanged 0
--- Evaluating fit on full set of 1008198 points ---
Entering Unmasked Estep 
Score: -128315928.000000 Penalty: 71993.703125
22->22 Clusters: Score -128315928.000000, best is -128828864.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 336066 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 15261 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 15426 members 
Mstep: Class 5 contains 15378 members 
Mstep: Class 6 contains 15316 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 15351 members 
Mstep: Class 9 contains 15351 members 
Mstep: Class 10 contains 15338 members 
Mstep: Class 11 contains 15488 members 
Mstep: Class 12 contains 15071 members 
Mstep: Class 13 contains 15303 members 
Mstep: Class 14 contains 15298 members 
Mstep: Class 15 contains 15113 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 15293 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 15249 members 
Mstep: Class 21 contains 15117 members 
Mstep: Class 22 contains 15168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 469.294556 but Gain 3155.812500
Score: -40613984.000000 Penalty: 66272.132812
Iteration 0F: 22 clusters Score -4.061398e+07 nChanged 318442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1036 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 15719 members 
Mstep: Class 3 contains 6949 members 
Mstep: Class 4 contains 10149 members 
Mstep: Class 5 contains 16224 members 
Mstep: Class 6 contains 10848 members 
Mstep: Class 7 contains 24399 members 
Mstep: Class 8 contains 13919 members 
Mstep: Class 9 contains 14238 members 
Mstep: Class 10 contains 9288 members 
Mstep: Class 11 contains 97710 members 
Mstep: Class 12 contains 8339 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 8655 members 
Mstep: Class 16 contains 13684 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 18 contains 2077 members 
Mstep: Class 19 contains 10287 members 
Mstep: Class 20 contains 10191 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 31883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2857.709473 but Gain 3155.820312
Score: -42066788.000000 Penalty: 63116.312500
Iteration 1F: 21 clusters Score -4.206679e+07 nChanged 146027
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 11100 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 18599 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 20571 members 
Mstep: Class 8 contains 12708 members 
Mstep: Class 9 contains 7278 members 
Mstep: Class 10 contains 3767 members 
Mstep: Class 11 contains 145624 members 
Mstep: Class 12 contains 7228 members 
Mstep: Class 13 contains 10435 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 5281 members 
Mstep: Class 21 contains 5147 members 
Mstep: Class 22 contains 41959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2037.841675 but Gain 3155.812500
Score: -42510240.000000 Penalty: 59960.500000
Iteration 2F: 20 clusters Score -4.251024e+07 nChanged 86452
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 23571 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 13986 members 
Mstep: Class 8 contains 14114 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 165158 members 
Mstep: Class 12 contains 6983 members 
Mstep: Class 13 contains 21487 members 
Mstep: Class 14 contains 2814 members 
Mstep: Class 16 contains 5058 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 35277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2349.630859 but Gain 3155.816406
Score: -42664796.000000 Penalty: 56804.683594
Iteration 3F: 19 clusters Score -4.26648e+07 nChanged 53855
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4103 members 
Mstep: Class 4 contains 7446 members 
Mstep: Class 5 contains 27845 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 10869 members 
Mstep: Class 8 contains 14404 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 174872 members 
Mstep: Class 12 contains 6861 members 
Mstep: Class 13 contains 28406 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 21 contains 8946 members 
Mstep: Class 22 contains 24029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3011.884033 but Gain 3155.816406
Score: -42719576.000000 Penalty: 53648.867188
Iteration 4F: 18 clusters Score -4.271958e+07 nChanged 34185
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3363 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 28870 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 9798 members 
Mstep: Class 8 contains 13869 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 11 contains 179776 members 
Mstep: Class 12 contains 6641 members 
Mstep: Class 13 contains 33156 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 2830 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 21 contains 9729 members 
Mstep: Class 22 contains 15681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42749480.000000 Penalty: 53648.867188
Iteration 5F: 18 clusters Score -4.274948e+07 nChanged 22475
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3057 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 28689 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 9865 members 
Mstep: Class 8 contains 12725 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 11 contains 180568 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 35095 members 
Mstep: Class 16 contains 7045 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 21 contains 9987 members 
Mstep: Class 22 contains 10473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3149.644775 but Gain 3155.816406
Score: -42773416.000000 Penalty: 50493.050781
Iteration 6F: 17 clusters Score -4.277342e+07 nChanged 21196
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3051 members 
Mstep: Class 4 contains 12805 members 
Mstep: Class 5 contains 27931 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 11973 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 11 contains 178145 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 36797 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 2845 members 
Mstep: Class 21 contains 9868 members 
Mstep: Class 22 contains 7184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42810396.000000 Penalty: 50493.050781
Iteration 7F: 17 clusters Score -4.28104e+07 nChanged 16558
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 4 contains 14358 members 
Mstep: Class 5 contains 27110 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 11885 members 
Mstep: Class 8 contains 11208 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 11 contains 174316 members 
Mstep: Class 12 contains 6610 members 
Mstep: Class 13 contains 38132 members 
Mstep: Class 16 contains 8055 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 21 contains 9748 members 
Mstep: Class 22 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42831972.000000 Penalty: 50493.050781
Iteration 8Q: 17 clusters Score -4.283197e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 4 contains 15774 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 12548 members 
Mstep: Class 8 contains 10562 members 
Mstep: Class 9 contains 12155 members 
Mstep: Class 11 contains 172379 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 39163 members 
Mstep: Class 16 contains 8372 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 18 contains 2864 members 
Mstep: Class 21 contains 9701 members 
Mstep: Class 22 contains 3254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2536.079590 but Gain 3155.816406
Score: -42841584.000000 Penalty: 47337.234375
Iteration 9Q: 16 clusters Score -4.284158e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2813 members 
Mstep: Class 4 contains 17079 members 
Mstep: Class 5 contains 25849 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 13333 members 
Mstep: Class 8 contains 10192 members 
Mstep: Class 9 contains 12548 members 
Mstep: Class 11 contains 172070 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 40179 members 
Mstep: Class 16 contains 8952 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 2874 members 
Mstep: Class 21 contains 9642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42850540.000000 Penalty: 47337.234375
Iteration 10Q: 16 clusters Score -4.285054e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 4 contains 18274 members 
Mstep: Class 5 contains 25325 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 14084 members 
Mstep: Class 8 contains 9605 members 
Mstep: Class 9 contains 12819 members 
Mstep: Class 11 contains 169878 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 40825 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 2881 members 
Mstep: Class 21 contains 9548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42853884.000000 Penalty: 47337.234375
Iteration 11Q: 16 clusters Score -4.285388e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 4 contains 19285 members 
Mstep: Class 5 contains 24863 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 14894 members 
Mstep: Class 8 contains 9079 members 
Mstep: Class 9 contains 12992 members 
Mstep: Class 11 contains 167971 members 
Mstep: Class 12 contains 7661 members 
Mstep: Class 13 contains 41380 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 2597 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 21 contains 9433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42856800.000000 Penalty: 47337.234375
Iteration 12Q: 16 clusters Score -4.28568e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2766 members 
Mstep: Class 4 contains 20256 members 
Mstep: Class 5 contains 24382 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 15707 members 
Mstep: Class 8 contains 8624 members 
Mstep: Class 9 contains 13125 members 
Mstep: Class 11 contains 166308 members 
Mstep: Class 12 contains 7848 members 
Mstep: Class 13 contains 41843 members 
Mstep: Class 16 contains 9503 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 21 contains 9312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42859036.000000 Penalty: 47337.234375
Iteration 13Q: 16 clusters Score -4.285904e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2752 members 
Mstep: Class 4 contains 21270 members 
Mstep: Class 5 contains 23799 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 16427 members 
Mstep: Class 8 contains 8277 members 
Mstep: Class 9 contains 13222 members 
Mstep: Class 11 contains 164917 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 42218 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 21 contains 9199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42860680.000000 Penalty: 47337.234375
Iteration 14Q: 16 clusters Score -4.286068e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2733 members 
Mstep: Class 4 contains 22275 members 
Mstep: Class 5 contains 23103 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 17120 members 
Mstep: Class 8 contains 7962 members 
Mstep: Class 9 contains 13284 members 
Mstep: Class 11 contains 163810 members 
Mstep: Class 12 contains 8098 members 
Mstep: Class 13 contains 42535 members 
Mstep: Class 16 contains 9737 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 21 contains 9082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42862332.000000 Penalty: 47337.234375
Iteration 15Q: 16 clusters Score -4.286233e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 4 contains 23314 members 
Mstep: Class 5 contains 22368 members 
Mstep: Class 6 contains 2447 members 
Mstep: Class 7 contains 17781 members 
Mstep: Class 8 contains 7703 members 
Mstep: Class 9 contains 13323 members 
Mstep: Class 11 contains 162822 members 
Mstep: Class 12 contains 8190 members 
Mstep: Class 13 contains 42806 members 
Mstep: Class 16 contains 9824 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 21 contains 8959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42864064.000000 Penalty: 47337.234375
Iteration 16Q: 16 clusters Score -4.286406e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2683 members 
Mstep: Class 4 contains 24149 members 
Mstep: Class 5 contains 21832 members 
Mstep: Class 6 contains 2451 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 8 contains 7501 members 
Mstep: Class 9 contains 13351 members 
Mstep: Class 11 contains 161977 members 
Mstep: Class 12 contains 8257 members 
Mstep: Class 13 contains 43039 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 21 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42865704.000000 Penalty: 47337.234375
Iteration 17Q: 16 clusters Score -4.28657e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 4 contains 24677 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 18914 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 11 contains 161234 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 43217 members 
Mstep: Class 16 contains 9959 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 21 contains 8618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42866472.000000 Penalty: 47337.234375
Iteration 18Q: 16 clusters Score -4.286647e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 4 contains 25021 members 
Mstep: Class 5 contains 21498 members 
Mstep: Class 6 contains 2449 members 
Mstep: Class 7 contains 19436 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 13404 members 
Mstep: Class 11 contains 160523 members 
Mstep: Class 12 contains 8342 members 
Mstep: Class 13 contains 43350 members 
Mstep: Class 16 contains 9996 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 21 contains 8486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42867044.000000 Penalty: 47337.234375
Iteration 19Q: 16 clusters Score -4.286704e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 4 contains 25256 members 
Mstep: Class 5 contains 21479 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 19917 members 
Mstep: Class 8 contains 7077 members 
Mstep: Class 9 contains 13422 members 
Mstep: Class 11 contains 159870 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 43456 members 
Mstep: Class 16 contains 10039 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 21 contains 8394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42867504.000000 Penalty: 47337.234375
Iteration 20F: 16 clusters Score -4.28675e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 4 contains 25437 members 
Mstep: Class 5 contains 21476 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 20379 members 
Mstep: Class 8 contains 6991 members 
Mstep: Class 9 contains 13434 members 
Mstep: Class 11 contains 159280 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 43563 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 2899 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 21 contains 8310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42868080.000000 Penalty: 47337.234375
Iteration 21Q: 16 clusters Score -4.286808e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 4 contains 25562 members 
Mstep: Class 5 contains 21511 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 20810 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 13440 members 
Mstep: Class 11 contains 158726 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 43652 members 
Mstep: Class 16 contains 10092 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 2897 members 
Mstep: Class 21 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42868468.000000 Penalty: 47337.234375
Iteration 22Q: 16 clusters Score -4.286847e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 4 contains 25668 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 21158 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 13436 members 
Mstep: Class 11 contains 158291 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 43718 members 
Mstep: Class 16 contains 10105 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 21 contains 8140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42868648.000000 Penalty: 47337.234375
Iteration 23Q: 16 clusters Score -4.286865e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 4 contains 25752 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 21483 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 13423 members 
Mstep: Class 11 contains 157897 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 43804 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 21 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42868876.000000 Penalty: 47337.234375
Iteration 24Q: 16 clusters Score -4.286888e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 4 contains 25808 members 
Mstep: Class 5 contains 21656 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 21781 members 
Mstep: Class 8 contains 6649 members 
Mstep: Class 9 contains 13412 members 
Mstep: Class 11 contains 157547 members 
Mstep: Class 12 contains 8405 members 
Mstep: Class 13 contains 43865 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 21 contains 8018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869128.000000 Penalty: 47337.234375
Iteration 25Q: 16 clusters Score -4.286913e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 4 contains 25855 members 
Mstep: Class 5 contains 21691 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 22042 members 
Mstep: Class 8 contains 6569 members 
Mstep: Class 9 contains 13414 members 
Mstep: Class 11 contains 157247 members 
Mstep: Class 12 contains 8374 members 
Mstep: Class 13 contains 43936 members 
Mstep: Class 16 contains 10115 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 21 contains 7969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869316.000000 Penalty: 47337.234375
Iteration 26Q: 16 clusters Score -4.286932e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 4 contains 25895 members 
Mstep: Class 5 contains 21727 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 22274 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 13406 members 
Mstep: Class 11 contains 156954 members 
Mstep: Class 12 contains 8349 members 
Mstep: Class 13 contains 43993 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 21 contains 7924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869480.000000 Penalty: 47337.234375
Iteration 27Q: 16 clusters Score -4.286948e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 4 contains 25944 members 
Mstep: Class 5 contains 21756 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 22492 members 
Mstep: Class 8 contains 6467 members 
Mstep: Class 9 contains 13396 members 
Mstep: Class 11 contains 156695 members 
Mstep: Class 12 contains 8325 members 
Mstep: Class 13 contains 44029 members 
Mstep: Class 16 contains 10115 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 21 contains 7889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869536.000000 Penalty: 47337.234375
Iteration 28Q: 16 clusters Score -4.286954e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 4 contains 25986 members 
Mstep: Class 5 contains 21781 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 22690 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 13392 members 
Mstep: Class 11 contains 156463 members 
Mstep: Class 12 contains 8292 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 16 contains 10115 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 21 contains 7857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869664.000000 Penalty: 47337.234375
Iteration 29Q: 16 clusters Score -4.286966e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 4 contains 26013 members 
Mstep: Class 5 contains 21795 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 22895 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 13379 members 
Mstep: Class 11 contains 156249 members 
Mstep: Class 12 contains 8269 members 
Mstep: Class 13 contains 44093 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 2986 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 21 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869904.000000 Penalty: 47337.234375
Iteration 30Q: 16 clusters Score -4.28699e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 4 contains 26036 members 
Mstep: Class 5 contains 21815 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 23110 members 
Mstep: Class 8 contains 6298 members 
Mstep: Class 9 contains 13369 members 
Mstep: Class 11 contains 156032 members 
Mstep: Class 12 contains 8230 members 
Mstep: Class 13 contains 44124 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 21 contains 7801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42869932.000000 Penalty: 47337.234375
Iteration 31Q: 16 clusters Score -4.286993e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 4 contains 26045 members 
Mstep: Class 5 contains 21839 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 23282 members 
Mstep: Class 8 contains 6233 members 
Mstep: Class 9 contains 13354 members 
Mstep: Class 11 contains 155864 members 
Mstep: Class 12 contains 8217 members 
Mstep: Class 13 contains 44158 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 21 contains 7765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870152.000000 Penalty: 47337.234375
Iteration 32Q: 16 clusters Score -4.287015e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 21855 members 
Mstep: Class 6 contains 2552 members 
Mstep: Class 7 contains 23447 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 13344 members 
Mstep: Class 11 contains 155704 members 
Mstep: Class 12 contains 8199 members 
Mstep: Class 13 contains 44194 members 
Mstep: Class 16 contains 10105 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 21 contains 7732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870312.000000 Penalty: 47337.234375
Iteration 33Q: 16 clusters Score -4.287031e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 23626 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 13329 members 
Mstep: Class 11 contains 155515 members 
Mstep: Class 12 contains 8173 members 
Mstep: Class 13 contains 44228 members 
Mstep: Class 16 contains 10110 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 21 contains 7701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870520.000000 Penalty: 47337.234375
Iteration 34Q: 16 clusters Score -4.287052e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 4 contains 26048 members 
Mstep: Class 5 contains 21888 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 23776 members 
Mstep: Class 8 contains 6079 members 
Mstep: Class 9 contains 13315 members 
Mstep: Class 11 contains 155348 members 
Mstep: Class 12 contains 8148 members 
Mstep: Class 13 contains 44264 members 
Mstep: Class 16 contains 10110 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 21 contains 7676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870660.000000 Penalty: 47337.234375
Iteration 35Q: 16 clusters Score -4.287066e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 4 contains 26047 members 
Mstep: Class 5 contains 21904 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 23889 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 13312 members 
Mstep: Class 11 contains 155200 members 
Mstep: Class 12 contains 8142 members 
Mstep: Class 13 contains 44286 members 
Mstep: Class 16 contains 10111 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 21 contains 7657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870764.000000 Penalty: 47337.234375
Iteration 36Q: 16 clusters Score -4.287076e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 4 contains 26055 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 2600 members 
Mstep: Class 7 contains 23982 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 9 contains 13309 members 
Mstep: Class 11 contains 155072 members 
Mstep: Class 12 contains 8143 members 
Mstep: Class 13 contains 44300 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 21 contains 7648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870836.000000 Penalty: 47337.234375
Iteration 37Q: 16 clusters Score -4.287084e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2634 members 
Mstep: Class 4 contains 26040 members 
Mstep: Class 5 contains 21917 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 24087 members 
Mstep: Class 8 contains 5976 members 
Mstep: Class 9 contains 13301 members 
Mstep: Class 11 contains 154950 members 
Mstep: Class 12 contains 8146 members 
Mstep: Class 13 contains 44307 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 21 contains 7633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42871040.000000 Penalty: 47337.234375
Iteration 38Q: 16 clusters Score -4.287104e+07 nChanged 325
Entering ConstructFrom: 
Score: -42871040.000000 Penalty: 47337.234375
Entering ConstructFrom: 
Trying to split cluster 1 (8320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Entering Unmasked Estep 
Score: -1077490.250000 Penalty: 2238.551514
	Iteration 0F: 2 clusters Score -1077490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1070852.750000 Penalty: 4477.103027
	Iteration 0F: 3 clusters Score -1070853 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1072799.875000 Penalty: 4477.103027
	Iteration 1F: 3 clusters Score -1072800 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1073149.875000 Penalty: 4477.103027
	Iteration 2F: 3 clusters Score -1073150 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1073454.750000 Penalty: 4477.103027
	Iteration 3F: 3 clusters Score -1073455 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1073736.875000 Penalty: 4477.103027
	Iteration 4F: 3 clusters Score -1073737 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1073988.625000 Penalty: 4477.103027
	Iteration 5Q: 3 clusters Score -1073989 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1074219.875000 Penalty: 4477.103027
	Iteration 6Q: 3 clusters Score -1074220 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1074456.375000 Penalty: 4477.103027
	Iteration 7Q: 3 clusters Score -1074456 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1074672.375000 Penalty: 4477.103027
	Iteration 8Q: 3 clusters Score -1074672 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1074861.000000 Penalty: 4477.103027
	Iteration 9Q: 3 clusters Score -1074861 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1075037.500000 Penalty: 4477.103027
	Iteration 10Q: 3 clusters Score -1075038 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1075188.000000 Penalty: 4477.103027
	Iteration 11Q: 3 clusters Score -1075188 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1075309.375000 Penalty: 4477.103027
	Iteration 12Q: 3 clusters Score -1075309 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1075391.875000 Penalty: 4477.103027
	Iteration 13Q: 3 clusters Score -1075392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1075449.750000 Penalty: 4477.103027
	Iteration 14Q: 3 clusters Score -1075450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1075486.625000 Penalty: 4477.103027
	Iteration 15Q: 3 clusters Score -1075487 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1075517.250000 Penalty: 4477.103027
	Iteration 16Q: 3 clusters Score -1075517 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1075542.000000 Penalty: 4477.103027
	Iteration 17Q: 3 clusters Score -1075542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1075558.625000 Penalty: 4477.103027
	Iteration 18Q: 3 clusters Score -1075559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1075570.500000 Penalty: 4477.103027
	Iteration 19Q: 3 clusters Score -1075570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1075580.750000 Penalty: 4477.103027
	Iteration 20F: 3 clusters Score -1075581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1075589.750000 Penalty: 4477.103027
	Iteration 21Q: 3 clusters Score -1075590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1075598.875000 Penalty: 4477.103027
	Iteration 22Q: 3 clusters Score -1075599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1075601.750000 Penalty: 4477.103027
	Iteration 23Q: 3 clusters Score -1075602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1075604.750000 Penalty: 4477.103027
	Iteration 24Q: 3 clusters Score -1075605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1075608.875000 Penalty: 4477.103027
	Iteration 25Q: 3 clusters Score -1075609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1075612.000000 Penalty: 4477.103027
	Iteration 26Q: 3 clusters Score -1075612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1075612.750000 Penalty: 4477.103027
	Iteration 27Q: 3 clusters Score -1075613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1075612.250000 Penalty: 4477.103027
	Iteration 28Q: 3 clusters Score -1075612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1075615.125000 Penalty: 4477.103027
	Iteration 29Q: 3 clusters Score -1075615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1075615.875000 Penalty: 4477.103027
	Iteration 30Q: 3 clusters Score -1075616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1075615.750000 Penalty: 4477.103027
	Iteration 31Q: 3 clusters Score -1075616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1075618.875000 Penalty: 4477.103027
	Iteration 32Q: 3 clusters Score -1075619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1075619.750000 Penalty: 4477.103027
	Iteration 33Q: 3 clusters Score -1075620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1075620.125000 Penalty: 4477.103027
	Iteration 34Q: 3 clusters Score -1075620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1075625.000000 Penalty: 4477.103027
	Iteration 35Q: 3 clusters Score -1075625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1075627.000000 Penalty: 4477.103027
	Iteration 36Q: 3 clusters Score -1075627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1075630.250000 Penalty: 4477.103027
	Iteration 37Q: 3 clusters Score -1075630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1075632.000000 Penalty: 4477.103027
	Iteration 38Q: 3 clusters Score -1075632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1075633.250000 Penalty: 4477.103027
	Iteration 39Q: 3 clusters Score -1075633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1075633.125000 Penalty: 4477.103027
	Iteration 40F: 3 clusters Score -1075633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1075636.000000 Penalty: 4477.103027
	Iteration 41Q: 3 clusters Score -1075636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1075635.750000 Penalty: 4477.103027
	Iteration 42Q: 3 clusters Score -1075636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1075635.750000 Penalty: 4477.103027
	Iteration 43F: 3 clusters Score -1075636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -327929.593750 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -327929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -324860.031250 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -324860 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -325452.718750 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -325452.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -325626.250000 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -325626.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -325728.312500 Penalty: 3907.752930
	Iteration 3F: 3 clusters Score -325728.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -325782.125000 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -325782.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -325819.656250 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -325819.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -325848.437500 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -325848.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -325869.531250 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -325869.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -325884.375000 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -325884.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -325897.750000 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -325897.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -325913.968750 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -325914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -325925.156250 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -325925.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -325936.812500 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -325936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -325942.687500 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -325942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -325947.968750 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -325948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -325951.250000 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -325951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -325958.062500 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -325958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -325959.875000 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -325959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -325961.562500 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -325961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -325963.187500 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -325963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -325963.656250 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -325963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -325965.000000 Penalty: 3907.752930
	Iteration 21Q: 3 clusters Score -325965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -325965.687500 Penalty: 3907.752930
	Iteration 22Q: 3 clusters Score -325965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -325967.406250 Penalty: 3907.752930
	Iteration 23Q: 3 clusters Score -325967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -325967.875000 Penalty: 3907.752930
	Iteration 24Q: 3 clusters Score -325967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -325969.718750 Penalty: 3907.752930
	Iteration 25Q: 3 clusters Score -325969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -325970.656250 Penalty: 3907.752930
	Iteration 26Q: 3 clusters Score -325970.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -325972.562500 Penalty: 3907.752930
	Iteration 27Q: 3 clusters Score -325972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -325974.812500 Penalty: 3907.752930
	Iteration 28Q: 3 clusters Score -325974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -325975.093750 Penalty: 3907.752930
	Iteration 29Q: 3 clusters Score -325975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -325976.750000 Penalty: 3907.752930
	Iteration 30Q: 3 clusters Score -325976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -325979.031250 Penalty: 3907.752930
	Iteration 31Q: 3 clusters Score -325979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -325983.312500 Penalty: 3907.752930
	Iteration 32Q: 3 clusters Score -325983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -325986.250000 Penalty: 3907.752930
	Iteration 33Q: 3 clusters Score -325986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -325987.375000 Penalty: 3907.752930
	Iteration 34Q: 3 clusters Score -325987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -325988.812500 Penalty: 3907.752930
	Iteration 35Q: 3 clusters Score -325988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -325991.375000 Penalty: 3907.752930
	Iteration 36Q: 3 clusters Score -325991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -325993.937500 Penalty: 3907.752930
	Iteration 37Q: 3 clusters Score -325993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -325995.718750 Penalty: 3907.752930
	Iteration 38Q: 3 clusters Score -325995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -325998.531250 Penalty: 3907.752930
	Iteration 39Q: 3 clusters Score -325998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -326001.312500 Penalty: 3907.752930
	Iteration 40F: 3 clusters Score -326001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -326002.406250 Penalty: 3907.752930
	Iteration 41Q: 3 clusters Score -326002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -326003.218750 Penalty: 3907.752930
	Iteration 42Q: 3 clusters Score -326003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -326005.250000 Penalty: 3907.752930
	Iteration 43Q: 3 clusters Score -326005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -326006.406250 Penalty: 3907.752930
	Iteration 44Q: 3 clusters Score -326006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -326008.250000 Penalty: 3907.752930
	Iteration 45Q: 3 clusters Score -326008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -326009.625000 Penalty: 3907.752930
	Iteration 46Q: 3 clusters Score -326009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -326010.156250 Penalty: 3907.752930
	Iteration 47Q: 3 clusters Score -326010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -326010.156250 Penalty: 3907.752930
	Iteration 48F: 3 clusters Score -326010.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Entering Unmasked Estep 
Score: -3386690.500000 Penalty: 2521.531494
	Iteration 0F: 2 clusters Score -3386690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3368748.750000 Penalty: 5043.062988
	Iteration 0F: 3 clusters Score -3368749 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3375033.000000 Penalty: 5043.062988
	Iteration 1F: 3 clusters Score -3375033 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3375519.250000 Penalty: 5043.062988
	Iteration 2Q: 3 clusters Score -3375519 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3376159.750000 Penalty: 5043.062988
	Iteration 3Q: 3 clusters Score -3376160 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3376966.500000 Penalty: 5043.062988
	Iteration 4Q: 3 clusters Score -3376966 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3378070.000000 Penalty: 5043.062988
	Iteration 5F: 3 clusters Score -3378070 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3379585.000000 Penalty: 5043.062988
	Iteration 6F: 3 clusters Score -3379585 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3381418.750000 Penalty: 5043.062988
	Iteration 7F: 3 clusters Score -3381419 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3383497.500000 Penalty: 5043.062988
	Iteration 8F: 3 clusters Score -3383498 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3385333.000000 Penalty: 5043.062988
	Iteration 9F: 3 clusters Score -3385333 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3386632.500000 Penalty: 5043.062988
	Iteration 10F: 3 clusters Score -3386632 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3387634.250000 Penalty: 5043.062988
	Iteration 11Q: 3 clusters Score -3387634 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3388392.750000 Penalty: 5043.062988
	Iteration 12Q: 3 clusters Score -3388393 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3388862.250000 Penalty: 5043.062988
	Iteration 13Q: 3 clusters Score -3388862 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3389216.000000 Penalty: 5043.062988
	Iteration 14Q: 3 clusters Score -3389216 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3389444.000000 Penalty: 5043.062988
	Iteration 15Q: 3 clusters Score -3389444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3389548.500000 Penalty: 5043.062988
	Iteration 16Q: 3 clusters Score -3389548 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3389595.500000 Penalty: 5043.062988
	Iteration 17Q: 3 clusters Score -3389596 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3389649.250000 Penalty: 5043.062988
	Iteration 18Q: 3 clusters Score -3389649 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3389668.500000 Penalty: 5043.062988
	Iteration 19Q: 3 clusters Score -3389668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3389671.500000 Penalty: 5043.062988
	Iteration 20F: 3 clusters Score -3389672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3389664.750000 Penalty: 5043.062988
	Iteration 21Q: 3 clusters Score -3389665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3389674.250000 Penalty: 5043.062988
	Iteration 22Q: 3 clusters Score -3389674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3389675.750000 Penalty: 5043.062988
	Iteration 23Q: 3 clusters Score -3389676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3389680.500000 Penalty: 5043.062988
	Iteration 24Q: 3 clusters Score -3389680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3389675.250000 Penalty: 5043.062988
	Iteration 25Q: 3 clusters Score -3389675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3389673.750000 Penalty: 5043.062988
	Iteration 26Q: 3 clusters Score -3389674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3389674.000000 Penalty: 5043.062988
	Iteration 27Q: 3 clusters Score -3389674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3389671.250000 Penalty: 5043.062988
	Iteration 28Q: 3 clusters Score -3389671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3389671.250000 Penalty: 5043.062988
	Iteration 29F: 3 clusters Score -3389671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 21918 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 24194 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 13297 members 
Mstep: Class 11 contains 154826 members 
Mstep: Class 12 contains 8143 members 
Mstep: Class 13 contains 44312 members 
Mstep: Class 16 contains 10124 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 21 contains 7617 members 
Entering Unmasked Estep 
Score: -42873256.000000 Penalty: 50493.050781
Splitting cluster 4 changes total score from -42871040.000000 to -42873256.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (21918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Entering Unmasked Estep 
Score: -2838882.750000 Penalty: 2478.775879
	Iteration 0F: 2 clusters Score -2838883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2823569.500000 Penalty: 4957.551758
	Iteration 0F: 3 clusters Score -2823570 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2828868.250000 Penalty: 4957.551758
	Iteration 1F: 3 clusters Score -2828868 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2829387.750000 Penalty: 4957.551758
	Iteration 2F: 3 clusters Score -2829388 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2829995.500000 Penalty: 4957.551758
	Iteration 3F: 3 clusters Score -2829996 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2830738.500000 Penalty: 4957.551758
	Iteration 4F: 3 clusters Score -2830738 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2831692.000000 Penalty: 4957.551758
	Iteration 5F: 3 clusters Score -2831692 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2832862.250000 Penalty: 4957.551758
	Iteration 6F: 3 clusters Score -2832862 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2834071.750000 Penalty: 4957.551758
	Iteration 7F: 3 clusters Score -2834072 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2835291.750000 Penalty: 4957.551758
	Iteration 8F: 3 clusters Score -2835292 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2836389.500000 Penalty: 4957.551758
	Iteration 9F: 3 clusters Score -2836390 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2837157.750000 Penalty: 4957.551758
	Iteration 10Q: 3 clusters Score -2837158 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2837728.250000 Penalty: 4957.551758
	Iteration 11Q: 3 clusters Score -2837728 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2838276.750000 Penalty: 4957.551758
	Iteration 12Q: 3 clusters Score -2838277 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2838892.500000 Penalty: 4957.551758
	Iteration 13Q: 3 clusters Score -2838892 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2839581.250000 Penalty: 4957.551758
	Iteration 14Q: 3 clusters Score -2839581 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2840122.500000 Penalty: 4957.551758
	Iteration 15Q: 3 clusters Score -2840122 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2840424.500000 Penalty: 4957.551758
	Iteration 16Q: 3 clusters Score -2840424 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2840593.000000 Penalty: 4957.551758
	Iteration 17Q: 3 clusters Score -2840593 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2840691.500000 Penalty: 4957.551758
	Iteration 18Q: 3 clusters Score -2840692 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2840792.250000 Penalty: 4957.551758
	Iteration 19Q: 3 clusters Score -2840792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2840840.000000 Penalty: 4957.551758
	Iteration 20F: 3 clusters Score -2840840 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2840877.750000 Penalty: 4957.551758
	Iteration 21Q: 3 clusters Score -2840878 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2840914.000000 Penalty: 4957.551758
	Iteration 22Q: 3 clusters Score -2840914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2840924.250000 Penalty: 4957.551758
	Iteration 23Q: 3 clusters Score -2840924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2840939.500000 Penalty: 4957.551758
	Iteration 24Q: 3 clusters Score -2840940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2840947.500000 Penalty: 4957.551758
	Iteration 25Q: 3 clusters Score -2840948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2840952.250000 Penalty: 4957.551758
	Iteration 26Q: 3 clusters Score -2840952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2840963.250000 Penalty: 4957.551758
	Iteration 27Q: 3 clusters Score -2840963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2840970.500000 Penalty: 4957.551758
	Iteration 28Q: 3 clusters Score -2840970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2840976.500000 Penalty: 4957.551758
	Iteration 29Q: 3 clusters Score -2840976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2840978.000000 Penalty: 4957.551758
	Iteration 30Q: 3 clusters Score -2840978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2840972.250000 Penalty: 4957.551758
	Iteration 31Q: 3 clusters Score -2840972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2840972.000000 Penalty: 4957.551758
	Iteration 32Q: 3 clusters Score -2840972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2840979.500000 Penalty: 4957.551758
	Iteration 33Q: 3 clusters Score -2840980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2840983.500000 Penalty: 4957.551758
	Iteration 34Q: 3 clusters Score -2840984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2840985.250000 Penalty: 4957.551758
	Iteration 35Q: 3 clusters Score -2840985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2840983.750000 Penalty: 4957.551758
	Iteration 36Q: 3 clusters Score -2840984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2840978.250000 Penalty: 4957.551758
	Iteration 37Q: 3 clusters Score -2840978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2840982.000000 Penalty: 4957.551758
	Iteration 38Q: 3 clusters Score -2840982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2840978.000000 Penalty: 4957.551758
	Iteration 39Q: 3 clusters Score -2840978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2840971.750000 Penalty: 4957.551758
	Iteration 40F: 3 clusters Score -2840972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2840969.750000 Penalty: 4957.551758
	Iteration 41Q: 3 clusters Score -2840970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2840971.500000 Penalty: 4957.551758
	Iteration 42Q: 3 clusters Score -2840972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2840970.500000 Penalty: 4957.551758
	Iteration 43Q: 3 clusters Score -2840970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2840970.000000 Penalty: 4957.551758
	Iteration 44Q: 3 clusters Score -2840970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2840971.250000 Penalty: 4957.551758
	Iteration 45Q: 3 clusters Score -2840971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2840969.500000 Penalty: 4957.551758
	Iteration 46Q: 3 clusters Score -2840970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2840969.500000 Penalty: 4957.551758
	Iteration 47F: 3 clusters Score -2840970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 11328 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 24194 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 13297 members 
Mstep: Class 10 contains 10590 members 
Mstep: Class 11 contains 154826 members 
Mstep: Class 12 contains 8143 members 
Mstep: Class 13 contains 44312 members 
Mstep: Class 16 contains 10124 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 21 contains 7617 members 
Entering Unmasked Estep 
Score: -42874708.000000 Penalty: 53648.867188
Splitting cluster 5 changes total score from -42871040.000000 to -42874708.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -320729.812500 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -320729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -317755.375000 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -317755.4 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -318416.531250 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -318416.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -318625.312500 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -318625.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -318817.687500 Penalty: 3906.624512
	Iteration 3F: 3 clusters Score -318817.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -319079.656250 Penalty: 3906.624512
	Iteration 4F: 3 clusters Score -319079.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -319373.500000 Penalty: 3906.624512
	Iteration 5F: 3 clusters Score -319373.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -319681.968750 Penalty: 3906.624512
	Iteration 6F: 3 clusters Score -319682 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -319886.375000 Penalty: 3906.624512
	Iteration 7F: 3 clusters Score -319886.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -320054.281250 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -320054.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -320239.281250 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -320239.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -320370.937500 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -320370.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -320457.593750 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -320457.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -320538.781250 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -320538.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -320581.218750 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -320581.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -320609.625000 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -320609.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -320621.281250 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -320621.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -320628.531250 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -320628.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -320642.906250 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -320642.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -320651.281250 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -320651.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -320653.531250 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -320653.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -320653.531250 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -320653.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Entering Unmasked Estep 
Score: -3033083.000000 Penalty: 2503.277100
	Iteration 0F: 2 clusters Score -3033083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3016419.750000 Penalty: 5006.554199
	Iteration 0F: 3 clusters Score -3016420 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3022093.000000 Penalty: 5006.554199
	Iteration 1F: 3 clusters Score -3022093 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3022570.000000 Penalty: 5006.554199
	Iteration 2F: 3 clusters Score -3022570 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3022979.750000 Penalty: 5006.554199
	Iteration 3Q: 3 clusters Score -3022980 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3023316.250000 Penalty: 5006.554199
	Iteration 4Q: 3 clusters Score -3023316 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3023605.000000 Penalty: 5006.554199
	Iteration 5Q: 3 clusters Score -3023605 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3023929.500000 Penalty: 5006.554199
	Iteration 6Q: 3 clusters Score -3023930 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3024325.500000 Penalty: 5006.554199
	Iteration 7Q: 3 clusters Score -3024326 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3024822.000000 Penalty: 5006.554199
	Iteration 8Q: 3 clusters Score -3024822 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3025407.750000 Penalty: 5006.554199
	Iteration 9Q: 3 clusters Score -3025408 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3026098.000000 Penalty: 5006.554199
	Iteration 10Q: 3 clusters Score -3026098 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3026745.750000 Penalty: 5006.554199
	Iteration 11Q: 3 clusters Score -3026746 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3027310.750000 Penalty: 5006.554199
	Iteration 12Q: 3 clusters Score -3027311 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3027784.500000 Penalty: 5006.554199
	Iteration 13Q: 3 clusters Score -3027784 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3028228.750000 Penalty: 5006.554199
	Iteration 14Q: 3 clusters Score -3028229 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3028538.500000 Penalty: 5006.554199
	Iteration 15Q: 3 clusters Score -3028538 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3028797.250000 Penalty: 5006.554199
	Iteration 16Q: 3 clusters Score -3028797 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3029053.250000 Penalty: 5006.554199
	Iteration 17Q: 3 clusters Score -3029053 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3029289.750000 Penalty: 5006.554199
	Iteration 18Q: 3 clusters Score -3029290 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3029473.000000 Penalty: 5006.554199
	Iteration 19Q: 3 clusters Score -3029473 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3029672.250000 Penalty: 5006.554199
	Iteration 20F: 3 clusters Score -3029672 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3029892.500000 Penalty: 5006.554199
	Iteration 21Q: 3 clusters Score -3029892 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3030097.250000 Penalty: 5006.554199
	Iteration 22Q: 3 clusters Score -3030097 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -3030311.250000 Penalty: 5006.554199
	Iteration 23Q: 3 clusters Score -3030311 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3030511.250000 Penalty: 5006.554199
	Iteration 24Q: 3 clusters Score -3030511 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3030658.750000 Penalty: 5006.554199
	Iteration 25Q: 3 clusters Score -3030659 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3030792.500000 Penalty: 5006.554199
	Iteration 26Q: 3 clusters Score -3030792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3030885.750000 Penalty: 5006.554199
	Iteration 27Q: 3 clusters Score -3030886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3030980.000000 Penalty: 5006.554199
	Iteration 28Q: 3 clusters Score -3030980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3031024.250000 Penalty: 5006.554199
	Iteration 29Q: 3 clusters Score -3031024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3031073.000000 Penalty: 5006.554199
	Iteration 30Q: 3 clusters Score -3031073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3031116.000000 Penalty: 5006.554199
	Iteration 31Q: 3 clusters Score -3031116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3031135.500000 Penalty: 5006.554199
	Iteration 32Q: 3 clusters Score -3031136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3031150.000000 Penalty: 5006.554199
	Iteration 33Q: 3 clusters Score -3031150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3031165.750000 Penalty: 5006.554199
	Iteration 34Q: 3 clusters Score -3031166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3031173.250000 Penalty: 5006.554199
	Iteration 35Q: 3 clusters Score -3031173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3031180.000000 Penalty: 5006.554199
	Iteration 36Q: 3 clusters Score -3031180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3031181.500000 Penalty: 5006.554199
	Iteration 37Q: 3 clusters Score -3031182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3031182.250000 Penalty: 5006.554199
	Iteration 38Q: 3 clusters Score -3031182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3031190.500000 Penalty: 5006.554199
	Iteration 39Q: 3 clusters Score -3031190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3031190.250000 Penalty: 5006.554199
	Iteration 40F: 3 clusters Score -3031190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3031195.000000 Penalty: 5006.554199
	Iteration 41Q: 3 clusters Score -3031195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3031197.750000 Penalty: 5006.554199
	Iteration 42Q: 3 clusters Score -3031198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3031200.250000 Penalty: 5006.554199
	Iteration 43Q: 3 clusters Score -3031200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3031200.250000 Penalty: 5006.554199
	Iteration 44F: 3 clusters Score -3031200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Entering Unmasked Estep 
Score: -769759.500000 Penalty: 2155.279297
	Iteration 0F: 2 clusters Score -769759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -764614.125000 Penalty: 4310.558594
	Iteration 0F: 3 clusters Score -764614.1 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -765889.937500 Penalty: 4310.558594
	Iteration 1F: 3 clusters Score -765889.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -766107.625000 Penalty: 4310.558594
	Iteration 2F: 3 clusters Score -766107.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -766266.750000 Penalty: 4310.558594
	Iteration 3F: 3 clusters Score -766266.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -766381.562500 Penalty: 4310.558594
	Iteration 4Q: 3 clusters Score -766381.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -766480.500000 Penalty: 4310.558594
	Iteration 5Q: 3 clusters Score -766480.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -766581.812500 Penalty: 4310.558594
	Iteration 6Q: 3 clusters Score -766581.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -766652.875000 Penalty: 4310.558594
	Iteration 7Q: 3 clusters Score -766652.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -766698.250000 Penalty: 4310.558594
	Iteration 8Q: 3 clusters Score -766698.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -766744.937500 Penalty: 4310.558594
	Iteration 9Q: 3 clusters Score -766744.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -766792.375000 Penalty: 4310.558594
	Iteration 10Q: 3 clusters Score -766792.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -766823.500000 Penalty: 4310.558594
	Iteration 11Q: 3 clusters Score -766823.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -766852.125000 Penalty: 4310.558594
	Iteration 12Q: 3 clusters Score -766852.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -766875.437500 Penalty: 4310.558594
	Iteration 13Q: 3 clusters Score -766875.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -766894.250000 Penalty: 4310.558594
	Iteration 14Q: 3 clusters Score -766894.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -766914.812500 Penalty: 4310.558594
	Iteration 15Q: 3 clusters Score -766914.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -766931.062500 Penalty: 4310.558594
	Iteration 16Q: 3 clusters Score -766931.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -766947.750000 Penalty: 4310.558594
	Iteration 17Q: 3 clusters Score -766947.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -766963.375000 Penalty: 4310.558594
	Iteration 18Q: 3 clusters Score -766963.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -766976.125000 Penalty: 4310.558594
	Iteration 19Q: 3 clusters Score -766976.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -766984.750000 Penalty: 4310.558594
	Iteration 20F: 3 clusters Score -766984.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -766996.062500 Penalty: 4310.558594
	Iteration 21Q: 3 clusters Score -766996.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -767003.750000 Penalty: 4310.558594
	Iteration 22Q: 3 clusters Score -767003.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -767013.000000 Penalty: 4310.558594
	Iteration 23Q: 3 clusters Score -767013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -767020.312500 Penalty: 4310.558594
	Iteration 24Q: 3 clusters Score -767020.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -767030.750000 Penalty: 4310.558594
	Iteration 25Q: 3 clusters Score -767030.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -767034.687500 Penalty: 4310.558594
	Iteration 26Q: 3 clusters Score -767034.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -767040.812500 Penalty: 4310.558594
	Iteration 27Q: 3 clusters Score -767040.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -767049.125000 Penalty: 4310.558594
	Iteration 28Q: 3 clusters Score -767049.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -767056.937500 Penalty: 4310.558594
	Iteration 29Q: 3 clusters Score -767056.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -767060.125000 Penalty: 4310.558594
	Iteration 30Q: 3 clusters Score -767060.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -767063.375000 Penalty: 4310.558594
	Iteration 31Q: 3 clusters Score -767063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -767067.437500 Penalty: 4310.558594
	Iteration 32Q: 3 clusters Score -767067.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -767070.000000 Penalty: 4310.558594
	Iteration 33Q: 3 clusters Score -767070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -767074.000000 Penalty: 4310.558594
	Iteration 34Q: 3 clusters Score -767074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -767079.125000 Penalty: 4310.558594
	Iteration 35Q: 3 clusters Score -767079.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -767082.500000 Penalty: 4310.558594
	Iteration 36Q: 3 clusters Score -767082.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -767086.562500 Penalty: 4310.558594
	Iteration 37Q: 3 clusters Score -767086.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -767089.062500 Penalty: 4310.558594
	Iteration 38Q: 3 clusters Score -767089.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -767094.062500 Penalty: 4310.558594
	Iteration 39Q: 3 clusters Score -767094.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -767097.375000 Penalty: 4310.558594
	Iteration 40F: 3 clusters Score -767097.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -767103.375000 Penalty: 4310.558594
	Iteration 41Q: 3 clusters Score -767103.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -767106.125000 Penalty: 4310.558594
	Iteration 42Q: 3 clusters Score -767106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -767107.000000 Penalty: 4310.558594
	Iteration 43Q: 3 clusters Score -767107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -767108.937500 Penalty: 4310.558594
	Iteration 44Q: 3 clusters Score -767108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -767109.437500 Penalty: 4310.558594
	Iteration 45Q: 3 clusters Score -767109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -767110.312500 Penalty: 4310.558594
	Iteration 46Q: 3 clusters Score -767110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -767111.937500 Penalty: 4310.558594
	Iteration 47Q: 3 clusters Score -767111.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -767114.375000 Penalty: 4310.558594
	Iteration 48Q: 3 clusters Score -767114.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -767116.250000 Penalty: 4310.558594
	Iteration 49Q: 3 clusters Score -767116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -767119.000000 Penalty: 4310.558594
	Iteration 50Q: 3 clusters Score -767119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -767121.625000 Penalty: 4310.558594
	Iteration 51Q: 3 clusters Score -767121.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -767126.687500 Penalty: 4310.558594
	Iteration 52Q: 3 clusters Score -767126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -767127.750000 Penalty: 4310.558594
	Iteration 53Q: 3 clusters Score -767127.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -767129.750000 Penalty: 4310.558594
	Iteration 54Q: 3 clusters Score -767129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -767131.625000 Penalty: 4310.558594
	Iteration 55Q: 3 clusters Score -767131.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -767134.812500 Penalty: 4310.558594
	Iteration 56Q: 3 clusters Score -767134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -767135.437500 Penalty: 4310.558594
	Iteration 57Q: 3 clusters Score -767135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -767137.187500 Penalty: 4310.558594
	Iteration 58Q: 3 clusters Score -767137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -767136.687500 Penalty: 4310.558594
	Iteration 59Q: 3 clusters Score -767136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -767136.500000 Penalty: 4310.558594
	Iteration 60F: 3 clusters Score -767136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -767137.187500 Penalty: 4310.558594
	Iteration 61Q: 3 clusters Score -767137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -767137.625000 Penalty: 4310.558594
	Iteration 62Q: 3 clusters Score -767137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -767137.562500 Penalty: 4310.558594
	Iteration 63Q: 3 clusters Score -767137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -767137.000000 Penalty: 4310.558594
	Iteration 64Q: 3 clusters Score -767137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -767137.000000 Penalty: 4310.558594
	Iteration 65F: 3 clusters Score -767137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Entering Unmasked Estep 
Score: -1750342.625000 Penalty: 2354.832764
	Iteration 0F: 2 clusters Score -1750343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1740506.750000 Penalty: 4709.665527
	Iteration 0F: 3 clusters Score -1740507 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1743564.875000 Penalty: 4709.665527
	Iteration 1F: 3 clusters Score -1743565 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1743926.875000 Penalty: 4709.665527
	Iteration 2F: 3 clusters Score -1743927 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1744259.625000 Penalty: 4709.665527
	Iteration 3F: 3 clusters Score -1744260 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1744595.125000 Penalty: 4709.665527
	Iteration 4Q: 3 clusters Score -1744595 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1745008.500000 Penalty: 4709.665527
	Iteration 5F: 3 clusters Score -1745008 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1745476.000000 Penalty: 4709.665527
	Iteration 6F: 3 clusters Score -1745476 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1745944.750000 Penalty: 4709.665527
	Iteration 7F: 3 clusters Score -1745945 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1746412.000000 Penalty: 4709.665527
	Iteration 8F: 3 clusters Score -1746412 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1746757.375000 Penalty: 4709.665527
	Iteration 9Q: 3 clusters Score -1746757 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1746978.125000 Penalty: 4709.665527
	Iteration 10Q: 3 clusters Score -1746978 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1747130.875000 Penalty: 4709.665527
	Iteration 11Q: 3 clusters Score -1747131 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1747231.875000 Penalty: 4709.665527
	Iteration 12Q: 3 clusters Score -1747232 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1747287.500000 Penalty: 4709.665527
	Iteration 13Q: 3 clusters Score -1747288 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1747318.250000 Penalty: 4709.665527
	Iteration 14Q: 3 clusters Score -1747318 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1747340.750000 Penalty: 4709.665527
	Iteration 15Q: 3 clusters Score -1747341 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1747355.000000 Penalty: 4709.665527
	Iteration 16Q: 3 clusters Score -1747355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1747360.875000 Penalty: 4709.665527
	Iteration 17Q: 3 clusters Score -1747361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1747372.375000 Penalty: 4709.665527
	Iteration 18Q: 3 clusters Score -1747372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1747373.375000 Penalty: 4709.665527
	Iteration 19Q: 3 clusters Score -1747373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1747376.375000 Penalty: 4709.665527
	Iteration 20F: 3 clusters Score -1747376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1747375.125000 Penalty: 4709.665527
	Iteration 21Q: 3 clusters Score -1747375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1747381.250000 Penalty: 4709.665527
	Iteration 22Q: 3 clusters Score -1747381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1747381.875000 Penalty: 4709.665527
	Iteration 23Q: 3 clusters Score -1747382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1747379.125000 Penalty: 4709.665527
	Iteration 24Q: 3 clusters Score -1747379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1747380.125000 Penalty: 4709.665527
	Iteration 25Q: 3 clusters Score -1747380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1747388.125000 Penalty: 4709.665527
	Iteration 26Q: 3 clusters Score -1747388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1747387.875000 Penalty: 4709.665527
	Iteration 27Q: 3 clusters Score -1747388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1747392.500000 Penalty: 4709.665527
	Iteration 28Q: 3 clusters Score -1747392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1747391.750000 Penalty: 4709.665527
	Iteration 29Q: 3 clusters Score -1747392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1747392.125000 Penalty: 4709.665527
	Iteration 30Q: 3 clusters Score -1747392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1747393.875000 Penalty: 4709.665527
	Iteration 31Q: 3 clusters Score -1747394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1747392.250000 Penalty: 4709.665527
	Iteration 32Q: 3 clusters Score -1747392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1747398.000000 Penalty: 4709.665527
	Iteration 33Q: 3 clusters Score -1747398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1747397.125000 Penalty: 4709.665527
	Iteration 34Q: 3 clusters Score -1747397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1747399.125000 Penalty: 4709.665527
	Iteration 35Q: 3 clusters Score -1747399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1747401.000000 Penalty: 4709.665527
	Iteration 36Q: 3 clusters Score -1747401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1747401.000000 Penalty: 4709.665527
	Iteration 37F: 3 clusters Score -1747401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Entering Unmasked Estep 
Score: -20282586.000000 Penalty: 2963.614258
	Iteration 0F: 2 clusters Score -2.028259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -20181732.000000 Penalty: 5927.228516
	Iteration 0F: 3 clusters Score -2.018173e+07 nChanged 73998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -20225290.000000 Penalty: 5927.228516
	Iteration 1F: 3 clusters Score -2.022529e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -20227064.000000 Penalty: 5927.228516
	Iteration 2Q: 3 clusters Score -2.022706e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -20229770.000000 Penalty: 5927.228516
	Iteration 3Q: 3 clusters Score -2.022977e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -20233584.000000 Penalty: 5927.228516
	Iteration 4F: 3 clusters Score -2.023358e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -20239326.000000 Penalty: 5927.228516
	Iteration 5F: 3 clusters Score -2.023933e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -20246768.000000 Penalty: 5927.228516
	Iteration 6F: 3 clusters Score -2.024677e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123918 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -20255240.000000 Penalty: 5927.228516
	Iteration 7F: 3 clusters Score -2.025524e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133589 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -20263304.000000 Penalty: 5927.228516
	Iteration 8F: 3 clusters Score -2.02633e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141323 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -20269866.000000 Penalty: 5927.228516
	Iteration 9F: 3 clusters Score -2.026987e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146700 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -20274446.000000 Penalty: 5927.228516
	Iteration 10Q: 3 clusters Score -2.027445e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150236 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -20277076.000000 Penalty: 5927.228516
	Iteration 11Q: 3 clusters Score -2.027708e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20278602.000000 Penalty: 5927.228516
	Iteration 12Q: 3 clusters Score -2.02786e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20279328.000000 Penalty: 5927.228516
	Iteration 13Q: 3 clusters Score -2.027933e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153959 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -20279722.000000 Penalty: 5927.228516
	Iteration 14Q: 3 clusters Score -2.027972e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154172 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -20279942.000000 Penalty: 5927.228516
	Iteration 15Q: 3 clusters Score -2.027994e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -20280108.000000 Penalty: 5927.228516
	Iteration 16Q: 3 clusters Score -2.028011e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154224 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20280208.000000 Penalty: 5927.228516
	Iteration 17Q: 3 clusters Score -2.028021e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154227 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -20280258.000000 Penalty: 5927.228516
	Iteration 18Q: 3 clusters Score -2.028026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154210 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -20280278.000000 Penalty: 5927.228516
	Iteration 19Q: 3 clusters Score -2.028028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20280290.000000 Penalty: 5927.228516
	Iteration 20F: 3 clusters Score -2.028029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -20280318.000000 Penalty: 5927.228516
	Iteration 21Q: 3 clusters Score -2.028032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154173 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -20280362.000000 Penalty: 5927.228516
	Iteration 22Q: 3 clusters Score -2.028036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154165 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -20280354.000000 Penalty: 5927.228516
	Iteration 23Q: 3 clusters Score -2.028035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154163 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -20280350.000000 Penalty: 5927.228516
	Iteration 24Q: 3 clusters Score -2.028035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -20280370.000000 Penalty: 5927.228516
	Iteration 25Q: 3 clusters Score -2.028037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20280358.000000 Penalty: 5927.228516
	Iteration 26Q: 3 clusters Score -2.028036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -20280370.000000 Penalty: 5927.228516
	Iteration 27Q: 3 clusters Score -2.028037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154148 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20280374.000000 Penalty: 5927.228516
	Iteration 28Q: 3 clusters Score -2.028037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154149 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20280378.000000 Penalty: 5927.228516
	Iteration 29Q: 3 clusters Score -2.028038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154153 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20280384.000000 Penalty: 5927.228516
	Iteration 30Q: 3 clusters Score -2.028038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154156 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -20280382.000000 Penalty: 5927.228516
	Iteration 31Q: 3 clusters Score -2.028038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154160 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20280392.000000 Penalty: 5927.228516
	Iteration 32Q: 3 clusters Score -2.028039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154162 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -20280420.000000 Penalty: 5927.228516
	Iteration 33Q: 3 clusters Score -2.028042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -20280398.000000 Penalty: 5927.228516
	Iteration 34Q: 3 clusters Score -2.02804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154153 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20280400.000000 Penalty: 5927.228516
	Iteration 35Q: 3 clusters Score -2.02804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -20280412.000000 Penalty: 5927.228516
	Iteration 36Q: 3 clusters Score -2.028041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20280416.000000 Penalty: 5927.228516
	Iteration 37Q: 3 clusters Score -2.028042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20280440.000000 Penalty: 5927.228516
	Iteration 38Q: 3 clusters Score -2.028044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20280440.000000 Penalty: 5927.228516
	Iteration 39Q: 3 clusters Score -2.028044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20280438.000000 Penalty: 5927.228516
	Iteration 40F: 3 clusters Score -2.028044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20280434.000000 Penalty: 5927.228516
	Iteration 41Q: 3 clusters Score -2.028043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20280428.000000 Penalty: 5927.228516
	Iteration 42Q: 3 clusters Score -2.028043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154148 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20280430.000000 Penalty: 5927.228516
	Iteration 43Q: 3 clusters Score -2.028043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20280434.000000 Penalty: 5927.228516
	Iteration 44Q: 3 clusters Score -2.028043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20280444.000000 Penalty: 5927.228516
	Iteration 45Q: 3 clusters Score -2.028044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154143 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -20280436.000000 Penalty: 5927.228516
	Iteration 46Q: 3 clusters Score -2.028044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154139 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -20280448.000000 Penalty: 5927.228516
	Iteration 47Q: 3 clusters Score -2.028045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -20280464.000000 Penalty: 5927.228516
	Iteration 48Q: 3 clusters Score -2.028046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154131 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -20280470.000000 Penalty: 5927.228516
	Iteration 49Q: 3 clusters Score -2.028047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20280460.000000 Penalty: 5927.228516
	Iteration 50Q: 3 clusters Score -2.028046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20280460.000000 Penalty: 5927.228516
	Iteration 51Q: 3 clusters Score -2.028046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20280460.000000 Penalty: 5927.228516
	Iteration 52Q: 3 clusters Score -2.028046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154125 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20280464.000000 Penalty: 5927.228516
	Iteration 53Q: 3 clusters Score -2.028046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154124 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -20280470.000000 Penalty: 5927.228516
	Iteration 54Q: 3 clusters Score -2.028047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154127 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20280464.000000 Penalty: 5927.228516
	Iteration 55Q: 3 clusters Score -2.028046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154128 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20280478.000000 Penalty: 5927.228516
	Iteration 56Q: 3 clusters Score -2.028048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154128 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20280472.000000 Penalty: 5927.228516
	Iteration 57Q: 3 clusters Score -2.028047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20280484.000000 Penalty: 5927.228516
	Iteration 58Q: 3 clusters Score -2.028048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -20280476.000000 Penalty: 5927.228516
	Iteration 59Q: 3 clusters Score -2.028048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154134 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -20280476.000000 Penalty: 5927.228516
	Iteration 60F: 3 clusters Score -2.028048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154135 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20280466.000000 Penalty: 5927.228516
	Iteration 61Q: 3 clusters Score -2.028047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -20280482.000000 Penalty: 5927.228516
	Iteration 62Q: 3 clusters Score -2.028048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154137 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -20280476.000000 Penalty: 5927.228516
	Iteration 63Q: 3 clusters Score -2.028048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154137 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -20280476.000000 Penalty: 5927.228516
	Iteration 64F: 3 clusters Score -2.028048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -986164.375000 Penalty: 2233.218750
	Iteration 0F: 2 clusters Score -986164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -979615.937500 Penalty: 4466.437500
	Iteration 0F: 3 clusters Score -979615.9 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -981544.875000 Penalty: 4466.437500
	Iteration 1F: 3 clusters Score -981544.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -981950.312500 Penalty: 4466.437500
	Iteration 2F: 3 clusters Score -981950.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -982228.875000 Penalty: 4466.437500
	Iteration 3F: 3 clusters Score -982228.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -982432.562500 Penalty: 4466.437500
	Iteration 4Q: 3 clusters Score -982432.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -982622.625000 Penalty: 4466.437500
	Iteration 5Q: 3 clusters Score -982622.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -982791.500000 Penalty: 4466.437500
	Iteration 6Q: 3 clusters Score -982791.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -982917.625000 Penalty: 4466.437500
	Iteration 7Q: 3 clusters Score -982917.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -983002.187500 Penalty: 4466.437500
	Iteration 8Q: 3 clusters Score -983002.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -983078.937500 Penalty: 4466.437500
	Iteration 9Q: 3 clusters Score -983078.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -983145.312500 Penalty: 4466.437500
	Iteration 10Q: 3 clusters Score -983145.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -983197.437500 Penalty: 4466.437500
	Iteration 11Q: 3 clusters Score -983197.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -983242.187500 Penalty: 4466.437500
	Iteration 12Q: 3 clusters Score -983242.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -983283.750000 Penalty: 4466.437500
	Iteration 13Q: 3 clusters Score -983283.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -983318.812500 Penalty: 4466.437500
	Iteration 14Q: 3 clusters Score -983318.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -983354.312500 Penalty: 4466.437500
	Iteration 15Q: 3 clusters Score -983354.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -983385.437500 Penalty: 4466.437500
	Iteration 16Q: 3 clusters Score -983385.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -983414.250000 Penalty: 4466.437500
	Iteration 17Q: 3 clusters Score -983414.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -983439.375000 Penalty: 4466.437500
	Iteration 18Q: 3 clusters Score -983439.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -983468.125000 Penalty: 4466.437500
	Iteration 19Q: 3 clusters Score -983468.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -983492.875000 Penalty: 4466.437500
	Iteration 20F: 3 clusters Score -983492.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -983515.750000 Penalty: 4466.437500
	Iteration 21Q: 3 clusters Score -983515.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -983546.562500 Penalty: 4466.437500
	Iteration 22Q: 3 clusters Score -983546.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -983574.500000 Penalty: 4466.437500
	Iteration 23Q: 3 clusters Score -983574.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -983601.687500 Penalty: 4466.437500
	Iteration 24Q: 3 clusters Score -983601.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -983630.437500 Penalty: 4466.437500
	Iteration 25Q: 3 clusters Score -983630.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -983652.625000 Penalty: 4466.437500
	Iteration 26Q: 3 clusters Score -983652.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -983675.437500 Penalty: 4466.437500
	Iteration 27Q: 3 clusters Score -983675.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -983702.500000 Penalty: 4466.437500
	Iteration 28Q: 3 clusters Score -983702.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -983731.437500 Penalty: 4466.437500
	Iteration 29Q: 3 clusters Score -983731.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -983760.875000 Penalty: 4466.437500
	Iteration 30Q: 3 clusters Score -983760.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -983789.937500 Penalty: 4466.437500
	Iteration 31Q: 3 clusters Score -983789.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -983813.875000 Penalty: 4466.437500
	Iteration 32Q: 3 clusters Score -983813.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -983830.937500 Penalty: 4466.437500
	Iteration 33Q: 3 clusters Score -983830.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -983844.250000 Penalty: 4466.437500
	Iteration 34Q: 3 clusters Score -983844.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -983857.562500 Penalty: 4466.437500
	Iteration 35Q: 3 clusters Score -983857.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -983872.437500 Penalty: 4466.437500
	Iteration 36Q: 3 clusters Score -983872.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -983887.125000 Penalty: 4466.437500
	Iteration 37Q: 3 clusters Score -983887.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -983895.937500 Penalty: 4466.437500
	Iteration 38Q: 3 clusters Score -983895.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -983907.000000 Penalty: 4466.437500
	Iteration 39Q: 3 clusters Score -983907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -983916.625000 Penalty: 4466.437500
	Iteration 40F: 3 clusters Score -983916.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -983930.437500 Penalty: 4466.437500
	Iteration 41Q: 3 clusters Score -983930.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -983945.375000 Penalty: 4466.437500
	Iteration 42Q: 3 clusters Score -983945.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -983954.250000 Penalty: 4466.437500
	Iteration 43Q: 3 clusters Score -983954.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -983967.875000 Penalty: 4466.437500
	Iteration 44Q: 3 clusters Score -983967.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -983973.312500 Penalty: 4466.437500
	Iteration 45Q: 3 clusters Score -983973.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -983981.187500 Penalty: 4466.437500
	Iteration 46Q: 3 clusters Score -983981.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -983986.750000 Penalty: 4466.437500
	Iteration 47Q: 3 clusters Score -983986.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -983992.937500 Penalty: 4466.437500
	Iteration 48Q: 3 clusters Score -983992.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -983995.312500 Penalty: 4466.437500
	Iteration 49Q: 3 clusters Score -983995.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -983998.875000 Penalty: 4466.437500
	Iteration 50Q: 3 clusters Score -983998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -983999.937500 Penalty: 4466.437500
	Iteration 51Q: 3 clusters Score -983999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -984000.875000 Penalty: 4466.437500
	Iteration 52Q: 3 clusters Score -984000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -984003.187500 Penalty: 4466.437500
	Iteration 53Q: 3 clusters Score -984003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -984003.687500 Penalty: 4466.437500
	Iteration 54Q: 3 clusters Score -984003.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -984003.625000 Penalty: 4466.437500
	Iteration 55Q: 3 clusters Score -984003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -984004.625000 Penalty: 4466.437500
	Iteration 56Q: 3 clusters Score -984004.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -984006.625000 Penalty: 4466.437500
	Iteration 57Q: 3 clusters Score -984006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -984010.750000 Penalty: 4466.437500
	Iteration 58Q: 3 clusters Score -984010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -984015.000000 Penalty: 4466.437500
	Iteration 59Q: 3 clusters Score -984015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -984016.312500 Penalty: 4466.437500
	Iteration 60F: 3 clusters Score -984016.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -984019.625000 Penalty: 4466.437500
	Iteration 61Q: 3 clusters Score -984019.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -984023.625000 Penalty: 4466.437500
	Iteration 62Q: 3 clusters Score -984023.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -984023.875000 Penalty: 4466.437500
	Iteration 63Q: 3 clusters Score -984023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -984026.250000 Penalty: 4466.437500
	Iteration 64Q: 3 clusters Score -984026.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -984029.312500 Penalty: 4466.437500
	Iteration 65Q: 3 clusters Score -984029.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -984030.625000 Penalty: 4466.437500
	Iteration 66Q: 3 clusters Score -984030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -984034.437500 Penalty: 4466.437500
	Iteration 67Q: 3 clusters Score -984034.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -984039.250000 Penalty: 4466.437500
	Iteration 68Q: 3 clusters Score -984039.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -984045.562500 Penalty: 4466.437500
	Iteration 69Q: 3 clusters Score -984045.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -984048.812500 Penalty: 4466.437500
	Iteration 70Q: 3 clusters Score -984048.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -984051.562500 Penalty: 4466.437500
	Iteration 71Q: 3 clusters Score -984051.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -984057.375000 Penalty: 4466.437500
	Iteration 72Q: 3 clusters Score -984057.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -984058.312500 Penalty: 4466.437500
	Iteration 73Q: 3 clusters Score -984058.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -984061.250000 Penalty: 4466.437500
	Iteration 74Q: 3 clusters Score -984061.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -984065.187500 Penalty: 4466.437500
	Iteration 75Q: 3 clusters Score -984065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -984069.500000 Penalty: 4466.437500
	Iteration 76Q: 3 clusters Score -984069.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -984070.250000 Penalty: 4466.437500
	Iteration 77Q: 3 clusters Score -984070.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -984074.687500 Penalty: 4466.437500
	Iteration 78Q: 3 clusters Score -984074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -984083.000000 Penalty: 4466.437500
	Iteration 79Q: 3 clusters Score -984083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -984087.937500 Penalty: 4466.437500
	Iteration 80F: 3 clusters Score -984087.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -984094.812500 Penalty: 4466.437500
	Iteration 81Q: 3 clusters Score -984094.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -984099.500000 Penalty: 4466.437500
	Iteration 82Q: 3 clusters Score -984099.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -984105.687500 Penalty: 4466.437500
	Iteration 83Q: 3 clusters Score -984105.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -984109.687500 Penalty: 4466.437500
	Iteration 84Q: 3 clusters Score -984109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -984113.875000 Penalty: 4466.437500
	Iteration 85Q: 3 clusters Score -984113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -984114.875000 Penalty: 4466.437500
	Iteration 86Q: 3 clusters Score -984114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -984117.937500 Penalty: 4466.437500
	Iteration 87Q: 3 clusters Score -984117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -984119.812500 Penalty: 4466.437500
	Iteration 88Q: 3 clusters Score -984119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -984122.312500 Penalty: 4466.437500
	Iteration 89Q: 3 clusters Score -984122.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -984125.187500 Penalty: 4466.437500
	Iteration 90Q: 3 clusters Score -984125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -984126.187500 Penalty: 4466.437500
	Iteration 91Q: 3 clusters Score -984126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -984127.375000 Penalty: 4466.437500
	Iteration 92Q: 3 clusters Score -984127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -984127.875000 Penalty: 4466.437500
	Iteration 93Q: 3 clusters Score -984127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -984130.250000 Penalty: 4466.437500
	Iteration 94Q: 3 clusters Score -984130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -984129.312500 Penalty: 4466.437500
	Iteration 95Q: 3 clusters Score -984129.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -984134.375000 Penalty: 4466.437500
	Iteration 96Q: 3 clusters Score -984134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -984135.812500 Penalty: 4466.437500
	Iteration 97Q: 3 clusters Score -984135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -984140.625000 Penalty: 4466.437500
	Iteration 98Q: 3 clusters Score -984140.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -984141.312500 Penalty: 4466.437500
	Iteration 99Q: 3 clusters Score -984141.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -984143.562500 Penalty: 4466.437500
	Iteration 100F: 3 clusters Score -984143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -984143.312500 Penalty: 4466.437500
	Iteration 101Q: 3 clusters Score -984143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -984143.812500 Penalty: 4466.437500
	Iteration 102Q: 3 clusters Score -984143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -984147.062500 Penalty: 4466.437500
	Iteration 103Q: 3 clusters Score -984147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -984148.500000 Penalty: 4466.437500
	Iteration 104Q: 3 clusters Score -984148.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -984151.125000 Penalty: 4466.437500
	Iteration 105Q: 3 clusters Score -984151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -984154.687500 Penalty: 4466.437500
	Iteration 106Q: 3 clusters Score -984154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -984155.375000 Penalty: 4466.437500
	Iteration 107Q: 3 clusters Score -984155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -984155.125000 Penalty: 4466.437500
	Iteration 108Q: 3 clusters Score -984155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -984155.125000 Penalty: 4466.437500
	Iteration 109F: 3 clusters Score -984155.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Entering Unmasked Estep 
Score: -5757591.500000 Penalty: 2653.354736
	Iteration 0F: 2 clusters Score -5757592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5727757.000000 Penalty: 5306.709473
	Iteration 0F: 3 clusters Score -5727757 nChanged 20277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -5738568.500000 Penalty: 5306.709473
	Iteration 1F: 3 clusters Score -5738568 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5739193.000000 Penalty: 5306.709473
	Iteration 2Q: 3 clusters Score -5739193 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5739827.000000 Penalty: 5306.709473
	Iteration 3Q: 3 clusters Score -5739827 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -5740597.500000 Penalty: 5306.709473
	Iteration 4Q: 3 clusters Score -5740598 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5741418.000000 Penalty: 5306.709473
	Iteration 5Q: 3 clusters Score -5741418 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5742326.500000 Penalty: 5306.709473
	Iteration 6Q: 3 clusters Score -5742326 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5743365.500000 Penalty: 5306.709473
	Iteration 7Q: 3 clusters Score -5743366 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5744539.500000 Penalty: 5306.709473
	Iteration 8Q: 3 clusters Score -5744540 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -5745889.500000 Penalty: 5306.709473
	Iteration 9F: 3 clusters Score -5745890 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -5747177.500000 Penalty: 5306.709473
	Iteration 10Q: 3 clusters Score -5747178 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -5748113.000000 Penalty: 5306.709473
	Iteration 11Q: 3 clusters Score -5748113 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5748748.000000 Penalty: 5306.709473
	Iteration 12Q: 3 clusters Score -5748748 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -5749126.000000 Penalty: 5306.709473
	Iteration 13Q: 3 clusters Score -5749126 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -5749404.000000 Penalty: 5306.709473
	Iteration 14Q: 3 clusters Score -5749404 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5749640.000000 Penalty: 5306.709473
	Iteration 15Q: 3 clusters Score -5749640 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5749903.000000 Penalty: 5306.709473
	Iteration 16Q: 3 clusters Score -5749903 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5750165.000000 Penalty: 5306.709473
	Iteration 17Q: 3 clusters Score -5750165 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -5750440.500000 Penalty: 5306.709473
	Iteration 18Q: 3 clusters Score -5750440 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -5750774.000000 Penalty: 5306.709473
	Iteration 19Q: 3 clusters Score -5750774 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -5751200.000000 Penalty: 5306.709473
	Iteration 20F: 3 clusters Score -5751200 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -5751728.000000 Penalty: 5306.709473
	Iteration 21Q: 3 clusters Score -5751728 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -5752327.500000 Penalty: 5306.709473
	Iteration 22Q: 3 clusters Score -5752328 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -5753057.000000 Penalty: 5306.709473
	Iteration 23Q: 3 clusters Score -5753057 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -5753806.000000 Penalty: 5306.709473
	Iteration 24Q: 3 clusters Score -5753806 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5754546.500000 Penalty: 5306.709473
	Iteration 25Q: 3 clusters Score -5754546 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5755142.500000 Penalty: 5306.709473
	Iteration 26Q: 3 clusters Score -5755142 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5755590.500000 Penalty: 5306.709473
	Iteration 27Q: 3 clusters Score -5755590 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5755908.000000 Penalty: 5306.709473
	Iteration 28Q: 3 clusters Score -5755908 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -5756094.000000 Penalty: 5306.709473
	Iteration 29Q: 3 clusters Score -5756094 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5756237.500000 Penalty: 5306.709473
	Iteration 30Q: 3 clusters Score -5756238 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -5756328.500000 Penalty: 5306.709473
	Iteration 31Q: 3 clusters Score -5756328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -5756391.000000 Penalty: 5306.709473
	Iteration 32Q: 3 clusters Score -5756391 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5756437.000000 Penalty: 5306.709473
	Iteration 33Q: 3 clusters Score -5756437 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5756482.000000 Penalty: 5306.709473
	Iteration 34Q: 3 clusters Score -5756482 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -5756487.000000 Penalty: 5306.709473
	Iteration 35Q: 3 clusters Score -5756487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -5756491.500000 Penalty: 5306.709473
	Iteration 36Q: 3 clusters Score -5756492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5756515.500000 Penalty: 5306.709473
	Iteration 37Q: 3 clusters Score -5756516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5756528.500000 Penalty: 5306.709473
	Iteration 38Q: 3 clusters Score -5756528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5756538.000000 Penalty: 5306.709473
	Iteration 39Q: 3 clusters Score -5756538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -5756544.500000 Penalty: 5306.709473
	Iteration 40F: 3 clusters Score -5756544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -5756554.000000 Penalty: 5306.709473
	Iteration 41Q: 3 clusters Score -5756554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5756556.000000 Penalty: 5306.709473
	Iteration 42Q: 3 clusters Score -5756556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5756573.500000 Penalty: 5306.709473
	Iteration 43Q: 3 clusters Score -5756574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -5756575.500000 Penalty: 5306.709473
	Iteration 44Q: 3 clusters Score -5756576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -5756569.000000 Penalty: 5306.709473
	Iteration 45Q: 3 clusters Score -5756569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -5756569.000000 Penalty: 5306.709473
	Iteration 46Q: 3 clusters Score -5756569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -5756567.500000 Penalty: 5306.709473
	Iteration 47Q: 3 clusters Score -5756568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -5756581.000000 Penalty: 5306.709473
	Iteration 48Q: 3 clusters Score -5756581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -5756587.500000 Penalty: 5306.709473
	Iteration 49Q: 3 clusters Score -5756588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5756589.500000 Penalty: 5306.709473
	Iteration 50Q: 3 clusters Score -5756590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5756600.500000 Penalty: 5306.709473
	Iteration 51Q: 3 clusters Score -5756600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5756588.500000 Penalty: 5306.709473
	Iteration 52Q: 3 clusters Score -5756588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -5756590.000000 Penalty: 5306.709473
	Iteration 53Q: 3 clusters Score -5756590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5756590.500000 Penalty: 5306.709473
	Iteration 54Q: 3 clusters Score -5756590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -5756595.500000 Penalty: 5306.709473
	Iteration 55Q: 3 clusters Score -5756596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5756603.500000 Penalty: 5306.709473
	Iteration 56Q: 3 clusters Score -5756604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -5756590.500000 Penalty: 5306.709473
	Iteration 57Q: 3 clusters Score -5756590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -5756592.500000 Penalty: 5306.709473
	Iteration 58Q: 3 clusters Score -5756592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5756592.000000 Penalty: 5306.709473
	Iteration 59Q: 3 clusters Score -5756592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5756592.500000 Penalty: 5306.709473
	Iteration 60F: 3 clusters Score -5756592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -5756594.500000 Penalty: 5306.709473
	Iteration 61Q: 3 clusters Score -5756594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -5756591.500000 Penalty: 5306.709473
	Iteration 62Q: 3 clusters Score -5756592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -5756593.000000 Penalty: 5306.709473
	Iteration 63Q: 3 clusters Score -5756593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -5756588.000000 Penalty: 5306.709473
	Iteration 64Q: 3 clusters Score -5756588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5756583.000000 Penalty: 5306.709473
	Iteration 65Q: 3 clusters Score -5756583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5756577.500000 Penalty: 5306.709473
	Iteration 66Q: 3 clusters Score -5756578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -5756574.500000 Penalty: 5306.709473
	Iteration 67Q: 3 clusters Score -5756574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5756576.500000 Penalty: 5306.709473
	Iteration 68Q: 3 clusters Score -5756576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5756575.000000 Penalty: 5306.709473
	Iteration 69Q: 3 clusters Score -5756575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5756575.000000 Penalty: 5306.709473
	Iteration 70F: 3 clusters Score -5756575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -1311458.250000 Penalty: 2287.220703
	Iteration 0F: 2 clusters Score -1311458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1303737.875000 Penalty: 4574.441406
	Iteration 0F: 3 clusters Score -1303738 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1306224.625000 Penalty: 4574.441406
	Iteration 1F: 3 clusters Score -1306225 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1306704.250000 Penalty: 4574.441406
	Iteration 2F: 3 clusters Score -1306704 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1307163.500000 Penalty: 4574.441406
	Iteration 3F: 3 clusters Score -1307164 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1307645.750000 Penalty: 4574.441406
	Iteration 4F: 3 clusters Score -1307646 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1308151.000000 Penalty: 4574.441406
	Iteration 5F: 3 clusters Score -1308151 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1308611.875000 Penalty: 4574.441406
	Iteration 6F: 3 clusters Score -1308612 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1308984.875000 Penalty: 4574.441406
	Iteration 7Q: 3 clusters Score -1308985 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1309295.750000 Penalty: 4574.441406
	Iteration 8Q: 3 clusters Score -1309296 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1309515.000000 Penalty: 4574.441406
	Iteration 9Q: 3 clusters Score -1309515 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1309666.625000 Penalty: 4574.441406
	Iteration 10Q: 3 clusters Score -1309667 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1309789.875000 Penalty: 4574.441406
	Iteration 11Q: 3 clusters Score -1309790 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1309873.625000 Penalty: 4574.441406
	Iteration 12Q: 3 clusters Score -1309874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1309924.000000 Penalty: 4574.441406
	Iteration 13Q: 3 clusters Score -1309924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1309972.875000 Penalty: 4574.441406
	Iteration 14Q: 3 clusters Score -1309973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1310022.000000 Penalty: 4574.441406
	Iteration 15Q: 3 clusters Score -1310022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1310058.500000 Penalty: 4574.441406
	Iteration 16Q: 3 clusters Score -1310058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1310084.625000 Penalty: 4574.441406
	Iteration 17Q: 3 clusters Score -1310085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1310099.500000 Penalty: 4574.441406
	Iteration 18Q: 3 clusters Score -1310100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1310117.250000 Penalty: 4574.441406
	Iteration 19Q: 3 clusters Score -1310117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1310132.000000 Penalty: 4574.441406
	Iteration 20F: 3 clusters Score -1310132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1310139.250000 Penalty: 4574.441406
	Iteration 21Q: 3 clusters Score -1310139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1310146.250000 Penalty: 4574.441406
	Iteration 22Q: 3 clusters Score -1310146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1310146.000000 Penalty: 4574.441406
	Iteration 23Q: 3 clusters Score -1310146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1310147.500000 Penalty: 4574.441406
	Iteration 24Q: 3 clusters Score -1310148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1310149.000000 Penalty: 4574.441406
	Iteration 25Q: 3 clusters Score -1310149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1310151.000000 Penalty: 4574.441406
	Iteration 26Q: 3 clusters Score -1310151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1310151.000000 Penalty: 4574.441406
	Iteration 27F: 3 clusters Score -1310151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Entering Unmasked Estep 
Score: -381164.937500 Penalty: 1996.099487
	Iteration 0F: 2 clusters Score -381164.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -377801.656250 Penalty: 3992.198975
	Iteration 0F: 3 clusters Score -377801.7 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -378524.500000 Penalty: 3992.198975
	Iteration 1F: 3 clusters Score -378524.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -378710.437500 Penalty: 3992.198975
	Iteration 2F: 3 clusters Score -378710.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -378812.125000 Penalty: 3992.198975
	Iteration 3Q: 3 clusters Score -378812.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -378871.625000 Penalty: 3992.198975
	Iteration 4Q: 3 clusters Score -378871.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -378918.937500 Penalty: 3992.198975
	Iteration 5Q: 3 clusters Score -378918.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -378970.812500 Penalty: 3992.198975
	Iteration 6Q: 3 clusters Score -378970.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -379006.218750 Penalty: 3992.198975
	Iteration 7Q: 3 clusters Score -379006.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -379037.031250 Penalty: 3992.198975
	Iteration 8Q: 3 clusters Score -379037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -379064.125000 Penalty: 3992.198975
	Iteration 9Q: 3 clusters Score -379064.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -379085.531250 Penalty: 3992.198975
	Iteration 10Q: 3 clusters Score -379085.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -379107.218750 Penalty: 3992.198975
	Iteration 11Q: 3 clusters Score -379107.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -379125.656250 Penalty: 3992.198975
	Iteration 12Q: 3 clusters Score -379125.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -379141.906250 Penalty: 3992.198975
	Iteration 13Q: 3 clusters Score -379141.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -379158.875000 Penalty: 3992.198975
	Iteration 14Q: 3 clusters Score -379158.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -379177.156250 Penalty: 3992.198975
	Iteration 15Q: 3 clusters Score -379177.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -379189.375000 Penalty: 3992.198975
	Iteration 16Q: 3 clusters Score -379189.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -379203.406250 Penalty: 3992.198975
	Iteration 17Q: 3 clusters Score -379203.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -379217.437500 Penalty: 3992.198975
	Iteration 18Q: 3 clusters Score -379217.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -379233.687500 Penalty: 3992.198975
	Iteration 19Q: 3 clusters Score -379233.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -379245.406250 Penalty: 3992.198975
	Iteration 20F: 3 clusters Score -379245.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -379257.718750 Penalty: 3992.198975
	Iteration 21Q: 3 clusters Score -379257.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -379271.250000 Penalty: 3992.198975
	Iteration 22Q: 3 clusters Score -379271.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -379284.875000 Penalty: 3992.198975
	Iteration 23Q: 3 clusters Score -379284.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -379301.500000 Penalty: 3992.198975
	Iteration 24Q: 3 clusters Score -379301.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -379312.000000 Penalty: 3992.198975
	Iteration 25Q: 3 clusters Score -379312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -379320.500000 Penalty: 3992.198975
	Iteration 26Q: 3 clusters Score -379320.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -379332.375000 Penalty: 3992.198975
	Iteration 27Q: 3 clusters Score -379332.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -379340.656250 Penalty: 3992.198975
	Iteration 28Q: 3 clusters Score -379340.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -379350.937500 Penalty: 3992.198975
	Iteration 29Q: 3 clusters Score -379350.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -379362.187500 Penalty: 3992.198975
	Iteration 30Q: 3 clusters Score -379362.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -379372.281250 Penalty: 3992.198975
	Iteration 31Q: 3 clusters Score -379372.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -379378.031250 Penalty: 3992.198975
	Iteration 32Q: 3 clusters Score -379378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -379386.375000 Penalty: 3992.198975
	Iteration 33Q: 3 clusters Score -379386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -379388.593750 Penalty: 3992.198975
	Iteration 34Q: 3 clusters Score -379388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -379390.937500 Penalty: 3992.198975
	Iteration 35Q: 3 clusters Score -379390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -379392.312500 Penalty: 3992.198975
	Iteration 36Q: 3 clusters Score -379392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -379393.281250 Penalty: 3992.198975
	Iteration 37Q: 3 clusters Score -379393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -379393.937500 Penalty: 3992.198975
	Iteration 38Q: 3 clusters Score -379393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -379394.281250 Penalty: 3992.198975
	Iteration 39Q: 3 clusters Score -379394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -379394.781250 Penalty: 3992.198975
	Iteration 40F: 3 clusters Score -379394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -379394.718750 Penalty: 3992.198975
	Iteration 41Q: 3 clusters Score -379394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -379397.093750 Penalty: 3992.198975
	Iteration 42Q: 3 clusters Score -379397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -379397.687500 Penalty: 3992.198975
	Iteration 43Q: 3 clusters Score -379397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -379399.937500 Penalty: 3992.198975
	Iteration 44Q: 3 clusters Score -379399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -379399.968750 Penalty: 3992.198975
	Iteration 45Q: 3 clusters Score -379400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -379400.437500 Penalty: 3992.198975
	Iteration 46Q: 3 clusters Score -379400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -379400.437500 Penalty: 3992.198975
	Iteration 47F: 3 clusters Score -379400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -321924.593750 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -321924.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -319205.093750 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -319205.1 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -322390.531250 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -322390.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -323884.625000 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -323884.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -324397.656250 Penalty: 3952.973145
	Iteration 3F: 3 clusters Score -324397.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -324729.375000 Penalty: 3952.973145
	Iteration 4Q: 3 clusters Score -324729.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -325082.281250 Penalty: 3952.973145
	Iteration 5Q: 3 clusters Score -325082.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -325649.625000 Penalty: 3952.973145
	Iteration 6Q: 3 clusters Score -325649.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -326521.781250 Penalty: 3952.973145
	Iteration 7F: 3 clusters Score -326521.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -327491.500000 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -327491.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -328331.937500 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -328331.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -328725.812500 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -328725.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -328923.625000 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -328923.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -329037.843750 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -329037.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -329183.812500 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -329183.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -329432.718750 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -329432.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -329686.281250 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -329686.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -329933.250000 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -329933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -329971.843750 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -329971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -329978.562500 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -329978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -329983.812500 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -329983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -330093.468750 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -330093.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -330625.156250 Penalty: 3952.973145
	Iteration 21Q: 3 clusters Score -330625.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -331460.218750 Penalty: 3952.973145
	Iteration 22Q: 3 clusters Score -331460.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -331748.750000 Penalty: 3952.973145
	Iteration 23Q: 3 clusters Score -331748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -331758.750000 Penalty: 3952.973145
	Iteration 24Q: 3 clusters Score -331758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -331760.843750 Penalty: 3952.973145
	Iteration 25F: 3 clusters Score -331760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -331763.375000 Penalty: 3952.973145
	Iteration 26Q: 3 clusters Score -331763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -331768.031250 Penalty: 3952.973145
	Iteration 27Q: 3 clusters Score -331768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -331773.218750 Penalty: 3952.973145
	Iteration 28Q: 3 clusters Score -331773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -331781.437500 Penalty: 3952.973145
	Iteration 29Q: 3 clusters Score -331781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -331782.500000 Penalty: 3952.973145
	Iteration 30Q: 3 clusters Score -331782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -331784.375000 Penalty: 3952.973145
	Iteration 31Q: 3 clusters Score -331784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -331785.781250 Penalty: 3952.973145
	Iteration 32Q: 3 clusters Score -331785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -331787.500000 Penalty: 3952.973145
	Iteration 33Q: 3 clusters Score -331787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -331788.343750 Penalty: 3952.973145
	Iteration 34Q: 3 clusters Score -331788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -331791.187500 Penalty: 3952.973145
	Iteration 35Q: 3 clusters Score -331791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -331794.062500 Penalty: 3952.973145
	Iteration 36Q: 3 clusters Score -331794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -331798.968750 Penalty: 3952.973145
	Iteration 37Q: 3 clusters Score -331799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -331799.906250 Penalty: 3952.973145
	Iteration 38Q: 3 clusters Score -331799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -331800.031250 Penalty: 3952.973145
	Iteration 39Q: 3 clusters Score -331800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -331801.062500 Penalty: 3952.973145
	Iteration 40F: 3 clusters Score -331801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -331801.593750 Penalty: 3952.973145
	Iteration 41Q: 3 clusters Score -331801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -331802.593750 Penalty: 3952.973145
	Iteration 42Q: 3 clusters Score -331802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -331802.593750 Penalty: 3952.973145
	Iteration 43F: 3 clusters Score -331802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 11328 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 24194 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 13297 members 
Mstep: Class 10 contains 10590 members 
Mstep: Class 11 contains 154826 members 
Mstep: Class 12 contains 8143 members 
Mstep: Class 13 contains 44312 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 16 contains 10124 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 21 contains 7617 members 
Entering Unmasked Estep 
Score: -42883448.000000 Penalty: 56804.683594
Splitting cluster 18 changes total score from -42871040.000000 to -42883448.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 21 (7617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Entering Unmasked Estep 
Score: -984843.812500 Penalty: 2216.658203
	Iteration 0F: 2 clusters Score -984843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -978662.562500 Penalty: 4433.316406
	Iteration 0F: 3 clusters Score -978662.6 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -980299.187500 Penalty: 4433.316406
	Iteration 1F: 3 clusters Score -980299.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -980526.500000 Penalty: 4433.316406
	Iteration 2F: 3 clusters Score -980526.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -980686.500000 Penalty: 4433.316406
	Iteration 3Q: 3 clusters Score -980686.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -980807.687500 Penalty: 4433.316406
	Iteration 4Q: 3 clusters Score -980807.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -980906.750000 Penalty: 4433.316406
	Iteration 5Q: 3 clusters Score -980906.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -980991.562500 Penalty: 4433.316406
	Iteration 6Q: 3 clusters Score -980991.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -981074.812500 Penalty: 4433.316406
	Iteration 7Q: 3 clusters Score -981074.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -981149.562500 Penalty: 4433.316406
	Iteration 8Q: 3 clusters Score -981149.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -981224.187500 Penalty: 4433.316406
	Iteration 9Q: 3 clusters Score -981224.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -981289.187500 Penalty: 4433.316406
	Iteration 10Q: 3 clusters Score -981289.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -981363.125000 Penalty: 4433.316406
	Iteration 11Q: 3 clusters Score -981363.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -981450.187500 Penalty: 4433.316406
	Iteration 12Q: 3 clusters Score -981450.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -981537.375000 Penalty: 4433.316406
	Iteration 13Q: 3 clusters Score -981537.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -981633.312500 Penalty: 4433.316406
	Iteration 14Q: 3 clusters Score -981633.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -981734.125000 Penalty: 4433.316406
	Iteration 15Q: 3 clusters Score -981734.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -981849.062500 Penalty: 4433.316406
	Iteration 16Q: 3 clusters Score -981849.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -981985.437500 Penalty: 4433.316406
	Iteration 17Q: 3 clusters Score -981985.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -982129.937500 Penalty: 4433.316406
	Iteration 18Q: 3 clusters Score -982129.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -982256.875000 Penalty: 4433.316406
	Iteration 19Q: 3 clusters Score -982256.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -982381.062500 Penalty: 4433.316406
	Iteration 20F: 3 clusters Score -982381.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -982477.437500 Penalty: 4433.316406
	Iteration 21Q: 3 clusters Score -982477.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -982555.062500 Penalty: 4433.316406
	Iteration 22Q: 3 clusters Score -982555.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -982638.500000 Penalty: 4433.316406
	Iteration 23Q: 3 clusters Score -982638.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -982715.250000 Penalty: 4433.316406
	Iteration 24Q: 3 clusters Score -982715.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -982775.250000 Penalty: 4433.316406
	Iteration 25Q: 3 clusters Score -982775.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -982829.687500 Penalty: 4433.316406
	Iteration 26Q: 3 clusters Score -982829.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -982882.125000 Penalty: 4433.316406
	Iteration 27Q: 3 clusters Score -982882.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -982925.812500 Penalty: 4433.316406
	Iteration 28Q: 3 clusters Score -982925.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -982970.625000 Penalty: 4433.316406
	Iteration 29Q: 3 clusters Score -982970.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -983006.312500 Penalty: 4433.316406
	Iteration 30Q: 3 clusters Score -983006.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -983031.812500 Penalty: 4433.316406
	Iteration 31Q: 3 clusters Score -983031.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -983055.937500 Penalty: 4433.316406
	Iteration 32Q: 3 clusters Score -983055.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -983087.437500 Penalty: 4433.316406
	Iteration 33Q: 3 clusters Score -983087.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -983117.500000 Penalty: 4433.316406
	Iteration 34Q: 3 clusters Score -983117.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -983148.375000 Penalty: 4433.316406
	Iteration 35Q: 3 clusters Score -983148.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -983185.750000 Penalty: 4433.316406
	Iteration 36Q: 3 clusters Score -983185.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -983226.812500 Penalty: 4433.316406
	Iteration 37Q: 3 clusters Score -983226.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -983265.937500 Penalty: 4433.316406
	Iteration 38Q: 3 clusters Score -983265.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -983312.312500 Penalty: 4433.316406
	Iteration 39Q: 3 clusters Score -983312.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -983372.562500 Penalty: 4433.316406
	Iteration 40F: 3 clusters Score -983372.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -983448.875000 Penalty: 4433.316406
	Iteration 41Q: 3 clusters Score -983448.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -983533.750000 Penalty: 4433.316406
	Iteration 42Q: 3 clusters Score -983533.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -983626.562500 Penalty: 4433.316406
	Iteration 43Q: 3 clusters Score -983626.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -983699.187500 Penalty: 4433.316406
	Iteration 44Q: 3 clusters Score -983699.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -983756.250000 Penalty: 4433.316406
	Iteration 45Q: 3 clusters Score -983756.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -983798.312500 Penalty: 4433.316406
	Iteration 46Q: 3 clusters Score -983798.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -983823.000000 Penalty: 4433.316406
	Iteration 47Q: 3 clusters Score -983823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -983840.750000 Penalty: 4433.316406
	Iteration 48Q: 3 clusters Score -983840.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -983851.562500 Penalty: 4433.316406
	Iteration 49Q: 3 clusters Score -983851.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -983861.875000 Penalty: 4433.316406
	Iteration 50Q: 3 clusters Score -983861.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -983868.750000 Penalty: 4433.316406
	Iteration 51Q: 3 clusters Score -983868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -983876.250000 Penalty: 4433.316406
	Iteration 52Q: 3 clusters Score -983876.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -983882.937500 Penalty: 4433.316406
	Iteration 53Q: 3 clusters Score -983882.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -983890.250000 Penalty: 4433.316406
	Iteration 54Q: 3 clusters Score -983890.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -983893.062500 Penalty: 4433.316406
	Iteration 55Q: 3 clusters Score -983893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -983898.250000 Penalty: 4433.316406
	Iteration 56Q: 3 clusters Score -983898.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -983902.312500 Penalty: 4433.316406
	Iteration 57Q: 3 clusters Score -983902.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -983907.062500 Penalty: 4433.316406
	Iteration 58Q: 3 clusters Score -983907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -983908.500000 Penalty: 4433.316406
	Iteration 59Q: 3 clusters Score -983908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -983910.750000 Penalty: 4433.316406
	Iteration 60F: 3 clusters Score -983910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -983909.375000 Penalty: 4433.316406
	Iteration 61Q: 3 clusters Score -983909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -983912.937500 Penalty: 4433.316406
	Iteration 62Q: 3 clusters Score -983912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -983914.062500 Penalty: 4433.316406
	Iteration 63Q: 3 clusters Score -983914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -983914.437500 Penalty: 4433.316406
	Iteration 64Q: 3 clusters Score -983914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -983913.750000 Penalty: 4433.316406
	Iteration 65Q: 3 clusters Score -983913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -983913.750000 Penalty: 4433.316406
	Iteration 66F: 3 clusters Score -983913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 11328 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 24194 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 13297 members 
Mstep: Class 11 contains 154826 members 
Mstep: Class 12 contains 8143 members 
Mstep: Class 13 contains 44312 members 
Mstep: Class 16 contains 10124 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 21 contains 7617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42885488.000000 Penalty: 56804.683594
Iteration 39Q: 19 clusters Score -4.288549e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2631 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 18964 members 
Mstep: Class 5 contains 11166 members 
Mstep: Class 6 contains 2644 members 
Mstep: Class 7 contains 24181 members 
Mstep: Class 8 contains 5915 members 
Mstep: Class 9 contains 13283 members 
Mstep: Class 10 contains 10066 members 
Mstep: Class 11 contains 154834 members 
Mstep: Class 12 contains 8311 members 
Mstep: Class 13 contains 44317 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 16 contains 10123 members 
Mstep: Class 17 contains 3193 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 21 contains 7855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42887100.000000 Penalty: 56804.683594
Iteration 40F: 19 clusters Score -4.28871e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 4 contains 19161 members 
Mstep: Class 5 contains 11113 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 24187 members 
Mstep: Class 8 contains 5887 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 10811 members 
Mstep: Class 11 contains 154036 members 
Mstep: Class 12 contains 8326 members 
Mstep: Class 13 contains 44335 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 16 contains 10128 members 
Mstep: Class 17 contains 3144 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 21 contains 7765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42887852.000000 Penalty: 56804.683594
Iteration 41Q: 19 clusters Score -4.288785e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 3 contains 7460 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 11122 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 24240 members 
Mstep: Class 8 contains 5854 members 
Mstep: Class 9 contains 13276 members 
Mstep: Class 10 contains 11263 members 
Mstep: Class 11 contains 153409 members 
Mstep: Class 12 contains 8356 members 
Mstep: Class 13 contains 44369 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 16 contains 10141 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 21 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888144.000000 Penalty: 56804.683594
Iteration 42Q: 19 clusters Score -4.288814e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19366 members 
Mstep: Class 5 contains 11121 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 24319 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 11619 members 
Mstep: Class 11 contains 152837 members 
Mstep: Class 12 contains 8364 members 
Mstep: Class 13 contains 44401 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 16 contains 10164 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 1462 members 
Mstep: Class 21 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888428.000000 Penalty: 56804.683594
Iteration 43Q: 19 clusters Score -4.288843e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 7533 members 
Mstep: Class 4 contains 19431 members 
Mstep: Class 5 contains 11116 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 24441 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 13264 members 
Mstep: Class 10 contains 11917 members 
Mstep: Class 11 contains 152324 members 
Mstep: Class 12 contains 8359 members 
Mstep: Class 13 contains 44418 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 16 contains 10187 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 21 contains 7660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888900.000000 Penalty: 56804.683594
Iteration 44Q: 19 clusters Score -4.28889e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 11114 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 24592 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 13252 members 
Mstep: Class 10 contains 12158 members 
Mstep: Class 11 contains 151884 members 
Mstep: Class 12 contains 8349 members 
Mstep: Class 13 contains 44439 members 
Mstep: Class 14 contains 1469 members 
Mstep: Class 16 contains 10201 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 1458 members 
Mstep: Class 21 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889096.000000 Penalty: 56804.683594
Iteration 45Q: 19 clusters Score -4.28891e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 19521 members 
Mstep: Class 5 contains 11103 members 
Mstep: Class 6 contains 2660 members 
Mstep: Class 7 contains 24717 members 
Mstep: Class 8 contains 5810 members 
Mstep: Class 9 contains 13242 members 
Mstep: Class 10 contains 12374 members 
Mstep: Class 11 contains 151517 members 
Mstep: Class 12 contains 8357 members 
Mstep: Class 13 contains 44455 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 1454 members 
Mstep: Class 21 contains 7587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 19 clusters Score -4.288913e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 7569 members 
Mstep: Class 4 contains 19556 members 
Mstep: Class 5 contains 11095 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 24852 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 13236 members 
Mstep: Class 10 contains 12546 members 
Mstep: Class 11 contains 151203 members 
Mstep: Class 12 contains 8365 members 
Mstep: Class 13 contains 44467 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 21 contains 7562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889332.000000 Penalty: 56804.683594
Iteration 47Q: 19 clusters Score -4.288933e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 7576 members 
Mstep: Class 4 contains 19586 members 
Mstep: Class 5 contains 11086 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 24984 members 
Mstep: Class 8 contains 5782 members 
Mstep: Class 9 contains 13224 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 150915 members 
Mstep: Class 12 contains 8382 members 
Mstep: Class 13 contains 44464 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 16 contains 10228 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 21 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889548.000000 Penalty: 56804.683594
Iteration 48Q: 19 clusters Score -4.288955e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 7581 members 
Mstep: Class 4 contains 19611 members 
Mstep: Class 5 contains 11077 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 25108 members 
Mstep: Class 8 contains 5766 members 
Mstep: Class 9 contains 13211 members 
Mstep: Class 10 contains 12860 members 
Mstep: Class 11 contains 150664 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 44459 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 16 contains 10233 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 21 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889768.000000 Penalty: 56804.683594
Iteration 49Q: 19 clusters Score -4.288977e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2584 members 
Mstep: Class 3 contains 7587 members 
Mstep: Class 4 contains 19636 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 2696 members 
Mstep: Class 7 contains 25223 members 
Mstep: Class 8 contains 5755 members 
Mstep: Class 9 contains 13206 members 
Mstep: Class 10 contains 12987 members 
Mstep: Class 11 contains 150423 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 44456 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 21 contains 7456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890192.000000 Penalty: 56804.683594
Iteration 50Q: 19 clusters Score -4.289019e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 19661 members 
Mstep: Class 5 contains 11062 members 
Mstep: Class 6 contains 2722 members 
Mstep: Class 7 contains 25307 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 13095 members 
Mstep: Class 11 contains 150220 members 
Mstep: Class 12 contains 8416 members 
Mstep: Class 13 contains 44442 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 16 contains 10249 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 21 contains 7423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890460.000000 Penalty: 56804.683594
Iteration 51Q: 19 clusters Score -4.289046e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 4 contains 19669 members 
Mstep: Class 5 contains 11053 members 
Mstep: Class 6 contains 2747 members 
Mstep: Class 7 contains 25399 members 
Mstep: Class 8 contains 5736 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 13179 members 
Mstep: Class 11 contains 150070 members 
Mstep: Class 12 contains 8424 members 
Mstep: Class 13 contains 44440 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 16 contains 10252 members 
Mstep: Class 17 contains 2976 members 
Mstep: Class 18 contains 1417 members 
Mstep: Class 21 contains 7391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890820.000000 Penalty: 56804.683594
Iteration 52Q: 19 clusters Score -4.289082e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 7604 members 
Mstep: Class 4 contains 19671 members 
Mstep: Class 5 contains 11047 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 25493 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 13265 members 
Mstep: Class 11 contains 149932 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 44434 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 16 contains 10255 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891036.000000 Penalty: 56804.683594
Iteration 53Q: 19 clusters Score -4.289104e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 7607 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 11035 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 25592 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 13339 members 
Mstep: Class 11 contains 149799 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 44431 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10256 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 19 clusters Score -4.2891e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 19678 members 
Mstep: Class 5 contains 11025 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 25651 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 13428 members 
Mstep: Class 11 contains 149671 members 
Mstep: Class 12 contains 8429 members 
Mstep: Class 13 contains 44428 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10267 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891032.000000 Penalty: 56804.683594
Iteration 55Q: 19 clusters Score -4.289103e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 19682 members 
Mstep: Class 5 contains 11019 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 25728 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 149537 members 
Mstep: Class 12 contains 8440 members 
Mstep: Class 13 contains 44425 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10271 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891064.000000 Penalty: 56804.683594
Iteration 56Q: 19 clusters Score -4.289106e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 19691 members 
Mstep: Class 5 contains 11012 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 25789 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 13579 members 
Mstep: Class 11 contains 149397 members 
Mstep: Class 12 contains 8466 members 
Mstep: Class 13 contains 44418 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10276 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891048.000000 Penalty: 56804.683594
Iteration 57Q: 19 clusters Score -4.289105e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 7608 members 
Mstep: Class 4 contains 19694 members 
Mstep: Class 5 contains 11002 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 25860 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 13663 members 
Mstep: Class 11 contains 149242 members 
Mstep: Class 12 contains 8488 members 
Mstep: Class 13 contains 44412 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10280 members 
Mstep: Class 17 contains 2866 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891084.000000 Penalty: 56804.683594
Iteration 58Q: 19 clusters Score -4.289108e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 19696 members 
Mstep: Class 5 contains 10999 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 25933 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 13192 members 
Mstep: Class 10 contains 13732 members 
Mstep: Class 11 contains 149105 members 
Mstep: Class 12 contains 8500 members 
Mstep: Class 13 contains 44410 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 2842 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 19 clusters Score -4.289111e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 19698 members 
Mstep: Class 5 contains 10992 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 26010 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 148964 members 
Mstep: Class 12 contains 8511 members 
Mstep: Class 13 contains 44409 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10285 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891168.000000 Penalty: 56804.683594
Iteration 60F: 19 clusters Score -4.289117e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2553 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19699 members 
Mstep: Class 5 contains 10987 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 26082 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 10 contains 13857 members 
Mstep: Class 11 contains 148851 members 
Mstep: Class 12 contains 8522 members 
Mstep: Class 13 contains 44413 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10286 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891148.000000 Penalty: 56804.683594
Iteration 61Q: 19 clusters Score -4.289115e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 19694 members 
Mstep: Class 5 contains 10984 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 26128 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 13905 members 
Mstep: Class 11 contains 148772 members 
Mstep: Class 12 contains 8540 members 
Mstep: Class 13 contains 44417 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10291 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7240 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 19 clusters Score -4.28912e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19693 members 
Mstep: Class 5 contains 10980 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 26179 members 
Mstep: Class 8 contains 5743 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 10 contains 13953 members 
Mstep: Class 11 contains 148682 members 
Mstep: Class 12 contains 8562 members 
Mstep: Class 13 contains 44418 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10296 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7235 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 19 clusters Score -4.289123e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2553 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19694 members 
Mstep: Class 5 contains 10974 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 26230 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 13192 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 148595 members 
Mstep: Class 12 contains 8590 members 
Mstep: Class 13 contains 44423 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10300 members 
Mstep: Class 17 contains 2723 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891196.000000 Penalty: 56804.683594
Iteration 64Q: 19 clusters Score -4.28912e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 19697 members 
Mstep: Class 5 contains 10968 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 26271 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 13191 members 
Mstep: Class 10 contains 14029 members 
Mstep: Class 11 contains 148530 members 
Mstep: Class 12 contains 8612 members 
Mstep: Class 13 contains 44425 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7231 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 19 clusters Score -4.289128e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 3 contains 7616 members 
Mstep: Class 4 contains 19701 members 
Mstep: Class 5 contains 10962 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 26305 members 
Mstep: Class 8 contains 5743 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 148463 members 
Mstep: Class 12 contains 8640 members 
Mstep: Class 13 contains 44426 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10306 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7233 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 19 clusters Score -4.289126e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2548 members 
Mstep: Class 3 contains 7620 members 
Mstep: Class 4 contains 19704 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 26331 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 148409 members 
Mstep: Class 12 contains 8668 members 
Mstep: Class 13 contains 44425 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7229 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 19 clusters Score -4.28913e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 7619 members 
Mstep: Class 4 contains 19703 members 
Mstep: Class 5 contains 10943 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 26371 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 148354 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 44424 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 19 clusters Score -4.289132e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 19708 members 
Mstep: Class 5 contains 10939 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 26401 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 14163 members 
Mstep: Class 11 contains 148309 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 44420 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7223 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -4.289138e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 10930 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 26427 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 13192 members 
Mstep: Class 10 contains 14194 members 
Mstep: Class 11 contains 148271 members 
Mstep: Class 12 contains 8748 members 
Mstep: Class 13 contains 44413 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7218 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -4.289142e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 19716 members 
Mstep: Class 5 contains 10931 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 26460 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 148227 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 44411 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10309 members 
Mstep: Class 17 contains 2473 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7209 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -4.289146e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2548 members 
Mstep: Class 3 contains 7616 members 
Mstep: Class 4 contains 19719 members 
Mstep: Class 5 contains 10926 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 26491 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 14238 members 
Mstep: Class 11 contains 148189 members 
Mstep: Class 12 contains 8805 members 
Mstep: Class 13 contains 44406 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10308 members 
Mstep: Class 17 contains 2445 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891464.000000 Penalty: 56804.683594
Iteration 72Q: 19 clusters Score -4.289146e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 7616 members 
Mstep: Class 4 contains 19723 members 
Mstep: Class 5 contains 10923 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 26508 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 14253 members 
Mstep: Class 11 contains 148159 members 
Mstep: Class 12 contains 8830 members 
Mstep: Class 13 contains 44406 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10308 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891500.000000 Penalty: 56804.683594
Iteration 73Q: 19 clusters Score -4.28915e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 7615 members 
Mstep: Class 4 contains 19727 members 
Mstep: Class 5 contains 10917 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 26532 members 
Mstep: Class 8 contains 5725 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 14266 members 
Mstep: Class 11 contains 148131 members 
Mstep: Class 12 contains 8848 members 
Mstep: Class 13 contains 44402 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891460.000000 Penalty: 56804.683594
Iteration 74Q: 19 clusters Score -4.289146e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 3 contains 7615 members 
Mstep: Class 4 contains 19737 members 
Mstep: Class 5 contains 10910 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 13198 members 
Mstep: Class 10 contains 14280 members 
Mstep: Class 11 contains 148092 members 
Mstep: Class 12 contains 8860 members 
Mstep: Class 13 contains 44395 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891572.000000 Penalty: 56804.683594
Iteration 75Q: 19 clusters Score -4.289157e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 7612 members 
Mstep: Class 4 contains 19748 members 
Mstep: Class 5 contains 10900 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 26589 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 14291 members 
Mstep: Class 11 contains 148064 members 
Mstep: Class 12 contains 8874 members 
Mstep: Class 13 contains 44388 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891584.000000 Penalty: 56804.683594
Iteration 76Q: 19 clusters Score -4.289158e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19748 members 
Mstep: Class 5 contains 10898 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 7 contains 26599 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 14307 members 
Mstep: Class 11 contains 148037 members 
Mstep: Class 12 contains 8888 members 
Mstep: Class 13 contains 44379 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10303 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891624.000000 Penalty: 56804.683594
Iteration 77Q: 19 clusters Score -4.289162e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19751 members 
Mstep: Class 5 contains 10898 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 26612 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 13198 members 
Mstep: Class 10 contains 14315 members 
Mstep: Class 11 contains 148019 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 44371 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891680.000000 Penalty: 56804.683594
Iteration 78Q: 19 clusters Score -4.289168e+07 nChanged 160
Entering ConstructFrom: 
Score: -42891680.000000 Penalty: 56804.683594
Entering ConstructFrom: 
Trying to split cluster 1 (8491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Entering Unmasked Estep 
Score: -1099774.000000 Penalty: 2243.597168
	Iteration 0F: 2 clusters Score -1099774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1093032.125000 Penalty: 4487.194336
	Iteration 0F: 3 clusters Score -1093032 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1094877.000000 Penalty: 4487.194336
	Iteration 1F: 3 clusters Score -1094877 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1095147.125000 Penalty: 4487.194336
	Iteration 2F: 3 clusters Score -1095147 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1095323.125000 Penalty: 4487.194336
	Iteration 3Q: 3 clusters Score -1095323 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1095436.500000 Penalty: 4487.194336
	Iteration 4Q: 3 clusters Score -1095436 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1095539.375000 Penalty: 4487.194336
	Iteration 5Q: 3 clusters Score -1095539 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1095650.375000 Penalty: 4487.194336
	Iteration 6Q: 3 clusters Score -1095650 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1095746.500000 Penalty: 4487.194336
	Iteration 7Q: 3 clusters Score -1095746 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1095841.750000 Penalty: 4487.194336
	Iteration 8Q: 3 clusters Score -1095842 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1095954.750000 Penalty: 4487.194336
	Iteration 9Q: 3 clusters Score -1095955 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1096092.000000 Penalty: 4487.194336
	Iteration 10Q: 3 clusters Score -1096092 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1096265.125000 Penalty: 4487.194336
	Iteration 11Q: 3 clusters Score -1096265 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1096461.625000 Penalty: 4487.194336
	Iteration 12Q: 3 clusters Score -1096462 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1096731.625000 Penalty: 4487.194336
	Iteration 13Q: 3 clusters Score -1096732 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1097026.500000 Penalty: 4487.194336
	Iteration 14Q: 3 clusters Score -1097026 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1097263.375000 Penalty: 4487.194336
	Iteration 15Q: 3 clusters Score -1097263 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1097428.875000 Penalty: 4487.194336
	Iteration 16Q: 3 clusters Score -1097429 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1097552.250000 Penalty: 4487.194336
	Iteration 17Q: 3 clusters Score -1097552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1097642.750000 Penalty: 4487.194336
	Iteration 18Q: 3 clusters Score -1097643 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1097724.500000 Penalty: 4487.194336
	Iteration 19Q: 3 clusters Score -1097724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1097772.875000 Penalty: 4487.194336
	Iteration 20F: 3 clusters Score -1097773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1097805.500000 Penalty: 4487.194336
	Iteration 21Q: 3 clusters Score -1097806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1097829.250000 Penalty: 4487.194336
	Iteration 22Q: 3 clusters Score -1097829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1097855.125000 Penalty: 4487.194336
	Iteration 23Q: 3 clusters Score -1097855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1097880.875000 Penalty: 4487.194336
	Iteration 24Q: 3 clusters Score -1097881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1097908.125000 Penalty: 4487.194336
	Iteration 25Q: 3 clusters Score -1097908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1097930.375000 Penalty: 4487.194336
	Iteration 26Q: 3 clusters Score -1097930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1097949.125000 Penalty: 4487.194336
	Iteration 27Q: 3 clusters Score -1097949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1097964.000000 Penalty: 4487.194336
	Iteration 28Q: 3 clusters Score -1097964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1097972.625000 Penalty: 4487.194336
	Iteration 29Q: 3 clusters Score -1097973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1097982.000000 Penalty: 4487.194336
	Iteration 30Q: 3 clusters Score -1097982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1097987.625000 Penalty: 4487.194336
	Iteration 31Q: 3 clusters Score -1097988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1097994.625000 Penalty: 4487.194336
	Iteration 32Q: 3 clusters Score -1097995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1098001.750000 Penalty: 4487.194336
	Iteration 33Q: 3 clusters Score -1098002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1098006.125000 Penalty: 4487.194336
	Iteration 34Q: 3 clusters Score -1098006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1098010.000000 Penalty: 4487.194336
	Iteration 35Q: 3 clusters Score -1098010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1098013.625000 Penalty: 4487.194336
	Iteration 36Q: 3 clusters Score -1098014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1098015.375000 Penalty: 4487.194336
	Iteration 37Q: 3 clusters Score -1098015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1098016.375000 Penalty: 4487.194336
	Iteration 38Q: 3 clusters Score -1098016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1098017.250000 Penalty: 4487.194336
	Iteration 39Q: 3 clusters Score -1098017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1098017.250000 Penalty: 4487.194336
	Iteration 40F: 3 clusters Score -1098017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -317216.968750 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -317217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -314174.125000 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -314174.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -314727.937500 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -314727.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -314888.718750 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -314888.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -314984.906250 Penalty: 3892.490234
	Iteration 3Q: 3 clusters Score -314984.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -315066.218750 Penalty: 3892.490234
	Iteration 4Q: 3 clusters Score -315066.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -315120.125000 Penalty: 3892.490234
	Iteration 5Q: 3 clusters Score -315120.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -315158.625000 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -315158.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -315189.843750 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -315189.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -315219.062500 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -315219.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -315243.656250 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -315243.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -315263.156250 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -315263.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -315273.375000 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -315273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -315279.500000 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -315279.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -315282.843750 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -315282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -315284.281250 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -315284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -315285.125000 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -315285.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -315285.125000 Penalty: 3892.490234
	Iteration 16F: 3 clusters Score -315285.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -995983.875000 Penalty: 2216.430176
	Iteration 0F: 2 clusters Score -995983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -989833.937500 Penalty: 4432.860352
	Iteration 0F: 3 clusters Score -989833.9 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -991526.500000 Penalty: 4432.860352
	Iteration 1F: 3 clusters Score -991526.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -991779.937500 Penalty: 4432.860352
	Iteration 2F: 3 clusters Score -991779.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -991954.687500 Penalty: 4432.860352
	Iteration 3Q: 3 clusters Score -991954.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -992071.625000 Penalty: 4432.860352
	Iteration 4Q: 3 clusters Score -992071.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -992154.062500 Penalty: 4432.860352
	Iteration 5Q: 3 clusters Score -992154.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -992230.562500 Penalty: 4432.860352
	Iteration 6Q: 3 clusters Score -992230.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -992323.250000 Penalty: 4432.860352
	Iteration 7Q: 3 clusters Score -992323.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -992425.000000 Penalty: 4432.860352
	Iteration 8Q: 3 clusters Score -992425 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -992549.625000 Penalty: 4432.860352
	Iteration 9Q: 3 clusters Score -992549.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -992677.625000 Penalty: 4432.860352
	Iteration 10Q: 3 clusters Score -992677.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -992811.750000 Penalty: 4432.860352
	Iteration 11Q: 3 clusters Score -992811.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -992966.875000 Penalty: 4432.860352
	Iteration 12Q: 3 clusters Score -992966.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -993133.000000 Penalty: 4432.860352
	Iteration 13Q: 3 clusters Score -993133 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -993328.500000 Penalty: 4432.860352
	Iteration 14Q: 3 clusters Score -993328.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -993500.687500 Penalty: 4432.860352
	Iteration 15Q: 3 clusters Score -993500.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -993641.500000 Penalty: 4432.860352
	Iteration 16Q: 3 clusters Score -993641.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -993741.812500 Penalty: 4432.860352
	Iteration 17Q: 3 clusters Score -993741.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -993811.937500 Penalty: 4432.860352
	Iteration 18Q: 3 clusters Score -993811.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -993868.312500 Penalty: 4432.860352
	Iteration 19Q: 3 clusters Score -993868.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -993920.687500 Penalty: 4432.860352
	Iteration 20F: 3 clusters Score -993920.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -993951.562500 Penalty: 4432.860352
	Iteration 21Q: 3 clusters Score -993951.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -993974.312500 Penalty: 4432.860352
	Iteration 22Q: 3 clusters Score -993974.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -993988.625000 Penalty: 4432.860352
	Iteration 23Q: 3 clusters Score -993988.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -994000.812500 Penalty: 4432.860352
	Iteration 24Q: 3 clusters Score -994000.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -994011.812500 Penalty: 4432.860352
	Iteration 25Q: 3 clusters Score -994011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -994020.312500 Penalty: 4432.860352
	Iteration 26Q: 3 clusters Score -994020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -994027.750000 Penalty: 4432.860352
	Iteration 27Q: 3 clusters Score -994027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -994035.500000 Penalty: 4432.860352
	Iteration 28Q: 3 clusters Score -994035.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -994041.687500 Penalty: 4432.860352
	Iteration 29Q: 3 clusters Score -994041.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -994049.250000 Penalty: 4432.860352
	Iteration 30Q: 3 clusters Score -994049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -994056.625000 Penalty: 4432.860352
	Iteration 31Q: 3 clusters Score -994056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -994065.687500 Penalty: 4432.860352
	Iteration 32Q: 3 clusters Score -994065.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -994071.062500 Penalty: 4432.860352
	Iteration 33Q: 3 clusters Score -994071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -994074.312500 Penalty: 4432.860352
	Iteration 34Q: 3 clusters Score -994074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -994076.625000 Penalty: 4432.860352
	Iteration 35Q: 3 clusters Score -994076.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -994076.625000 Penalty: 4432.860352
	Iteration 36F: 3 clusters Score -994076.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Entering Unmasked Estep 
Score: -2585486.000000 Penalty: 2453.008057
	Iteration 0F: 2 clusters Score -2585486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2571589.000000 Penalty: 4906.016113
	Iteration 0F: 3 clusters Score -2571589 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2576244.750000 Penalty: 4906.016113
	Iteration 1F: 3 clusters Score -2576245 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2576581.250000 Penalty: 4906.016113
	Iteration 2F: 3 clusters Score -2576581 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2576835.750000 Penalty: 4906.016113
	Iteration 3Q: 3 clusters Score -2576836 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2577069.250000 Penalty: 4906.016113
	Iteration 4Q: 3 clusters Score -2577069 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2577301.250000 Penalty: 4906.016113
	Iteration 5Q: 3 clusters Score -2577301 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2577549.500000 Penalty: 4906.016113
	Iteration 6Q: 3 clusters Score -2577550 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2577844.750000 Penalty: 4906.016113
	Iteration 7Q: 3 clusters Score -2577845 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2578221.500000 Penalty: 4906.016113
	Iteration 8Q: 3 clusters Score -2578222 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2578747.750000 Penalty: 4906.016113
	Iteration 9Q: 3 clusters Score -2578748 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2579458.000000 Penalty: 4906.016113
	Iteration 10F: 3 clusters Score -2579458 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2580326.000000 Penalty: 4906.016113
	Iteration 11F: 3 clusters Score -2580326 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2581127.500000 Penalty: 4906.016113
	Iteration 12Q: 3 clusters Score -2581128 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2581826.500000 Penalty: 4906.016113
	Iteration 13Q: 3 clusters Score -2581826 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2582353.500000 Penalty: 4906.016113
	Iteration 14Q: 3 clusters Score -2582354 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2582699.500000 Penalty: 4906.016113
	Iteration 15Q: 3 clusters Score -2582700 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2582937.500000 Penalty: 4906.016113
	Iteration 16Q: 3 clusters Score -2582938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2583065.750000 Penalty: 4906.016113
	Iteration 17Q: 3 clusters Score -2583066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2583167.000000 Penalty: 4906.016113
	Iteration 18Q: 3 clusters Score -2583167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2583238.500000 Penalty: 4906.016113
	Iteration 19Q: 3 clusters Score -2583238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2583283.500000 Penalty: 4906.016113
	Iteration 20F: 3 clusters Score -2583284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2583315.000000 Penalty: 4906.016113
	Iteration 21Q: 3 clusters Score -2583315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2583338.750000 Penalty: 4906.016113
	Iteration 22Q: 3 clusters Score -2583339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2583351.500000 Penalty: 4906.016113
	Iteration 23Q: 3 clusters Score -2583352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2583360.750000 Penalty: 4906.016113
	Iteration 24Q: 3 clusters Score -2583361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2583364.500000 Penalty: 4906.016113
	Iteration 25Q: 3 clusters Score -2583364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2583369.500000 Penalty: 4906.016113
	Iteration 26Q: 3 clusters Score -2583370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2583375.250000 Penalty: 4906.016113
	Iteration 27Q: 3 clusters Score -2583375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2583385.250000 Penalty: 4906.016113
	Iteration 28Q: 3 clusters Score -2583385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2583393.250000 Penalty: 4906.016113
	Iteration 29Q: 3 clusters Score -2583393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2583403.250000 Penalty: 4906.016113
	Iteration 30Q: 3 clusters Score -2583403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2583411.000000 Penalty: 4906.016113
	Iteration 31Q: 3 clusters Score -2583411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2583414.000000 Penalty: 4906.016113
	Iteration 32Q: 3 clusters Score -2583414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2583420.500000 Penalty: 4906.016113
	Iteration 33Q: 3 clusters Score -2583420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2583420.500000 Penalty: 4906.016113
	Iteration 34Q: 3 clusters Score -2583420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2583418.500000 Penalty: 4906.016113
	Iteration 35Q: 3 clusters Score -2583418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2583419.750000 Penalty: 4906.016113
	Iteration 36Q: 3 clusters Score -2583420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2583417.250000 Penalty: 4906.016113
	Iteration 37Q: 3 clusters Score -2583417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2583418.750000 Penalty: 4906.016113
	Iteration 38Q: 3 clusters Score -2583419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2583418.750000 Penalty: 4906.016113
	Iteration 39F: 3 clusters Score -2583419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Entering Unmasked Estep 
Score: -1415941.875000 Penalty: 2305.468262
	Iteration 0F: 2 clusters Score -1415942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1407700.625000 Penalty: 4610.936523
	Iteration 0F: 3 clusters Score -1407701 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1410147.250000 Penalty: 4610.936523
	Iteration 1F: 3 clusters Score -1410147 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1410467.875000 Penalty: 4610.936523
	Iteration 2F: 3 clusters Score -1410468 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1410727.125000 Penalty: 4610.936523
	Iteration 3F: 3 clusters Score -1410727 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1410970.750000 Penalty: 4610.936523
	Iteration 4Q: 3 clusters Score -1410971 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1411210.500000 Penalty: 4610.936523
	Iteration 5Q: 3 clusters Score -1411210 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1411464.375000 Penalty: 4610.936523
	Iteration 6Q: 3 clusters Score -1411464 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1411784.500000 Penalty: 4610.936523
	Iteration 7Q: 3 clusters Score -1411784 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1412144.375000 Penalty: 4610.936523
	Iteration 8Q: 3 clusters Score -1412144 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1412530.750000 Penalty: 4610.936523
	Iteration 9Q: 3 clusters Score -1412531 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1412897.875000 Penalty: 4610.936523
	Iteration 10Q: 3 clusters Score -1412898 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1413268.500000 Penalty: 4610.936523
	Iteration 11Q: 3 clusters Score -1413268 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1413504.125000 Penalty: 4610.936523
	Iteration 12Q: 3 clusters Score -1413504 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1413670.125000 Penalty: 4610.936523
	Iteration 13Q: 3 clusters Score -1413670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1413761.750000 Penalty: 4610.936523
	Iteration 14Q: 3 clusters Score -1413762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1413838.375000 Penalty: 4610.936523
	Iteration 15Q: 3 clusters Score -1413838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1413879.875000 Penalty: 4610.936523
	Iteration 16Q: 3 clusters Score -1413880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1413923.125000 Penalty: 4610.936523
	Iteration 17Q: 3 clusters Score -1413923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1413948.250000 Penalty: 4610.936523
	Iteration 18Q: 3 clusters Score -1413948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1413966.750000 Penalty: 4610.936523
	Iteration 19Q: 3 clusters Score -1413967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1413971.000000 Penalty: 4610.936523
	Iteration 20F: 3 clusters Score -1413971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1413974.125000 Penalty: 4610.936523
	Iteration 21Q: 3 clusters Score -1413974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1413980.125000 Penalty: 4610.936523
	Iteration 22Q: 3 clusters Score -1413980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1413987.000000 Penalty: 4610.936523
	Iteration 23Q: 3 clusters Score -1413987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1413989.125000 Penalty: 4610.936523
	Iteration 24Q: 3 clusters Score -1413989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1413994.125000 Penalty: 4610.936523
	Iteration 25Q: 3 clusters Score -1413994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1413998.375000 Penalty: 4610.936523
	Iteration 26Q: 3 clusters Score -1413998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1414001.125000 Penalty: 4610.936523
	Iteration 27Q: 3 clusters Score -1414001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1414000.250000 Penalty: 4610.936523
	Iteration 28Q: 3 clusters Score -1414000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1414000.250000 Penalty: 4610.936523
	Iteration 29F: 3 clusters Score -1414000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -353208.093750 Penalty: 1975.196777
	Iteration 0F: 2 clusters Score -353208.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -350085.875000 Penalty: 3950.393555
	Iteration 0F: 3 clusters Score -350085.9 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -350791.125000 Penalty: 3950.393555
	Iteration 1F: 3 clusters Score -350791.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -351013.093750 Penalty: 3950.393555
	Iteration 2F: 3 clusters Score -351013.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -351135.343750 Penalty: 3950.393555
	Iteration 3F: 3 clusters Score -351135.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -351249.781250 Penalty: 3950.393555
	Iteration 4Q: 3 clusters Score -351249.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -351356.718750 Penalty: 3950.393555
	Iteration 5Q: 3 clusters Score -351356.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -351467.593750 Penalty: 3950.393555
	Iteration 6Q: 3 clusters Score -351467.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -351570.156250 Penalty: 3950.393555
	Iteration 7Q: 3 clusters Score -351570.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -351675.843750 Penalty: 3950.393555
	Iteration 8Q: 3 clusters Score -351675.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -351766.406250 Penalty: 3950.393555
	Iteration 9Q: 3 clusters Score -351766.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -351845.875000 Penalty: 3950.393555
	Iteration 10Q: 3 clusters Score -351845.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -351905.781250 Penalty: 3950.393555
	Iteration 11Q: 3 clusters Score -351905.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -351950.031250 Penalty: 3950.393555
	Iteration 12Q: 3 clusters Score -351950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -351983.781250 Penalty: 3950.393555
	Iteration 13Q: 3 clusters Score -351983.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -352012.562500 Penalty: 3950.393555
	Iteration 14Q: 3 clusters Score -352012.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -352049.281250 Penalty: 3950.393555
	Iteration 15Q: 3 clusters Score -352049.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -352070.906250 Penalty: 3950.393555
	Iteration 16Q: 3 clusters Score -352070.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -352087.781250 Penalty: 3950.393555
	Iteration 17Q: 3 clusters Score -352087.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -352096.687500 Penalty: 3950.393555
	Iteration 18Q: 3 clusters Score -352096.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -352102.593750 Penalty: 3950.393555
	Iteration 19Q: 3 clusters Score -352102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -352117.562500 Penalty: 3950.393555
	Iteration 20F: 3 clusters Score -352117.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -352150.093750 Penalty: 3950.393555
	Iteration 21Q: 3 clusters Score -352150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -352181.562500 Penalty: 3950.393555
	Iteration 22Q: 3 clusters Score -352181.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -352247.156250 Penalty: 3950.393555
	Iteration 23Q: 3 clusters Score -352247.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -352290.312500 Penalty: 3950.393555
	Iteration 24Q: 3 clusters Score -352290.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -352316.468750 Penalty: 3950.393555
	Iteration 25Q: 3 clusters Score -352316.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -352334.468750 Penalty: 3950.393555
	Iteration 26Q: 3 clusters Score -352334.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -352344.687500 Penalty: 3950.393555
	Iteration 27Q: 3 clusters Score -352344.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -352352.375000 Penalty: 3950.393555
	Iteration 28Q: 3 clusters Score -352352.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -352359.500000 Penalty: 3950.393555
	Iteration 29Q: 3 clusters Score -352359.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -352368.687500 Penalty: 3950.393555
	Iteration 30Q: 3 clusters Score -352368.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -352377.750000 Penalty: 3950.393555
	Iteration 31Q: 3 clusters Score -352377.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -352388.937500 Penalty: 3950.393555
	Iteration 32Q: 3 clusters Score -352388.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -352400.656250 Penalty: 3950.393555
	Iteration 33Q: 3 clusters Score -352400.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -352410.562500 Penalty: 3950.393555
	Iteration 34Q: 3 clusters Score -352410.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -352416.937500 Penalty: 3950.393555
	Iteration 35Q: 3 clusters Score -352416.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -352431.656250 Penalty: 3950.393555
	Iteration 36Q: 3 clusters Score -352431.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -352444.156250 Penalty: 3950.393555
	Iteration 37Q: 3 clusters Score -352444.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -352459.500000 Penalty: 3950.393555
	Iteration 38Q: 3 clusters Score -352459.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -352473.781250 Penalty: 3950.393555
	Iteration 39Q: 3 clusters Score -352473.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -352490.687500 Penalty: 3950.393555
	Iteration 40F: 3 clusters Score -352490.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -352514.843750 Penalty: 3950.393555
	Iteration 41Q: 3 clusters Score -352514.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -352541.968750 Penalty: 3950.393555
	Iteration 42Q: 3 clusters Score -352542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -352584.687500 Penalty: 3950.393555
	Iteration 43Q: 3 clusters Score -352584.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -352635.593750 Penalty: 3950.393555
	Iteration 44Q: 3 clusters Score -352635.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -352689.468750 Penalty: 3950.393555
	Iteration 45Q: 3 clusters Score -352689.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -352725.593750 Penalty: 3950.393555
	Iteration 46Q: 3 clusters Score -352725.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -352759.218750 Penalty: 3950.393555
	Iteration 47Q: 3 clusters Score -352759.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -352789.656250 Penalty: 3950.393555
	Iteration 48Q: 3 clusters Score -352789.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -352811.093750 Penalty: 3950.393555
	Iteration 49Q: 3 clusters Score -352811.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -352832.468750 Penalty: 3950.393555
	Iteration 50Q: 3 clusters Score -352832.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -352860.406250 Penalty: 3950.393555
	Iteration 51Q: 3 clusters Score -352860.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -352883.750000 Penalty: 3950.393555
	Iteration 52Q: 3 clusters Score -352883.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -352899.125000 Penalty: 3950.393555
	Iteration 53Q: 3 clusters Score -352899.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -352915.937500 Penalty: 3950.393555
	Iteration 54Q: 3 clusters Score -352915.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -352935.875000 Penalty: 3950.393555
	Iteration 55Q: 3 clusters Score -352935.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -352964.218750 Penalty: 3950.393555
	Iteration 56Q: 3 clusters Score -352964.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -352994.031250 Penalty: 3950.393555
	Iteration 57Q: 3 clusters Score -352994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -353022.781250 Penalty: 3950.393555
	Iteration 58Q: 3 clusters Score -353022.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -353040.375000 Penalty: 3950.393555
	Iteration 59Q: 3 clusters Score -353040.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -353060.062500 Penalty: 3950.393555
	Iteration 60F: 3 clusters Score -353060.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -353074.093750 Penalty: 3950.393555
	Iteration 61Q: 3 clusters Score -353074.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -353084.312500 Penalty: 3950.393555
	Iteration 62Q: 3 clusters Score -353084.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -353091.625000 Penalty: 3950.393555
	Iteration 63Q: 3 clusters Score -353091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -353097.125000 Penalty: 3950.393555
	Iteration 64Q: 3 clusters Score -353097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -353101.156250 Penalty: 3950.393555
	Iteration 65Q: 3 clusters Score -353101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -353101.406250 Penalty: 3950.393555
	Iteration 66Q: 3 clusters Score -353101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -353101.437500 Penalty: 3950.393555
	Iteration 67Q: 3 clusters Score -353101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -353102.156250 Penalty: 3950.393555
	Iteration 68Q: 3 clusters Score -353102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -353102.156250 Penalty: 3950.393555
	Iteration 69F: 3 clusters Score -353102.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Entering Unmasked Estep 
Score: -3342144.750000 Penalty: 2527.143311
	Iteration 0F: 2 clusters Score -3342145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3323857.250000 Penalty: 5054.286621
	Iteration 0F: 3 clusters Score -3323857 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3330425.000000 Penalty: 5054.286621
	Iteration 1F: 3 clusters Score -3330425 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3331043.500000 Penalty: 5054.286621
	Iteration 2F: 3 clusters Score -3331044 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3331681.000000 Penalty: 5054.286621
	Iteration 3F: 3 clusters Score -3331681 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3332278.000000 Penalty: 5054.286621
	Iteration 4Q: 3 clusters Score -3332278 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3332962.500000 Penalty: 5054.286621
	Iteration 5Q: 3 clusters Score -3332962 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3333706.000000 Penalty: 5054.286621
	Iteration 6Q: 3 clusters Score -3333706 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3334550.000000 Penalty: 5054.286621
	Iteration 7Q: 3 clusters Score -3334550 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3335382.250000 Penalty: 5054.286621
	Iteration 8Q: 3 clusters Score -3335382 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3336177.750000 Penalty: 5054.286621
	Iteration 9Q: 3 clusters Score -3336178 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3336823.750000 Penalty: 5054.286621
	Iteration 10Q: 3 clusters Score -3336824 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3337374.000000 Penalty: 5054.286621
	Iteration 11Q: 3 clusters Score -3337374 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3337815.000000 Penalty: 5054.286621
	Iteration 12Q: 3 clusters Score -3337815 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3338161.000000 Penalty: 5054.286621
	Iteration 13Q: 3 clusters Score -3338161 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3338414.000000 Penalty: 5054.286621
	Iteration 14Q: 3 clusters Score -3338414 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3338614.500000 Penalty: 5054.286621
	Iteration 15Q: 3 clusters Score -3338614 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3338814.750000 Penalty: 5054.286621
	Iteration 16Q: 3 clusters Score -3338815 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3338990.000000 Penalty: 5054.286621
	Iteration 17Q: 3 clusters Score -3338990 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3339156.500000 Penalty: 5054.286621
	Iteration 18Q: 3 clusters Score -3339156 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3339297.250000 Penalty: 5054.286621
	Iteration 19Q: 3 clusters Score -3339297 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3339400.500000 Penalty: 5054.286621
	Iteration 20F: 3 clusters Score -3339400 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3339498.250000 Penalty: 5054.286621
	Iteration 21Q: 3 clusters Score -3339498 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3339595.000000 Penalty: 5054.286621
	Iteration 22Q: 3 clusters Score -3339595 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3339685.750000 Penalty: 5054.286621
	Iteration 23Q: 3 clusters Score -3339686 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3339780.000000 Penalty: 5054.286621
	Iteration 24Q: 3 clusters Score -3339780 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3339835.250000 Penalty: 5054.286621
	Iteration 25Q: 3 clusters Score -3339835 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3339890.250000 Penalty: 5054.286621
	Iteration 26Q: 3 clusters Score -3339890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3339936.500000 Penalty: 5054.286621
	Iteration 27Q: 3 clusters Score -3339936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3339975.500000 Penalty: 5054.286621
	Iteration 28Q: 3 clusters Score -3339976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3340010.750000 Penalty: 5054.286621
	Iteration 29Q: 3 clusters Score -3340011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3340034.750000 Penalty: 5054.286621
	Iteration 30Q: 3 clusters Score -3340035 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3340061.750000 Penalty: 5054.286621
	Iteration 31Q: 3 clusters Score -3340062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3340085.750000 Penalty: 5054.286621
	Iteration 32Q: 3 clusters Score -3340086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3340099.750000 Penalty: 5054.286621
	Iteration 33Q: 3 clusters Score -3340100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3340123.500000 Penalty: 5054.286621
	Iteration 34Q: 3 clusters Score -3340124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3340139.750000 Penalty: 5054.286621
	Iteration 35Q: 3 clusters Score -3340140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3340160.500000 Penalty: 5054.286621
	Iteration 36Q: 3 clusters Score -3340160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3340184.750000 Penalty: 5054.286621
	Iteration 37Q: 3 clusters Score -3340185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3340199.250000 Penalty: 5054.286621
	Iteration 38Q: 3 clusters Score -3340199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3340217.000000 Penalty: 5054.286621
	Iteration 39Q: 3 clusters Score -3340217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3340231.000000 Penalty: 5054.286621
	Iteration 40F: 3 clusters Score -3340231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3340239.750000 Penalty: 5054.286621
	Iteration 41Q: 3 clusters Score -3340240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3340245.000000 Penalty: 5054.286621
	Iteration 42Q: 3 clusters Score -3340245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3340247.250000 Penalty: 5054.286621
	Iteration 43Q: 3 clusters Score -3340247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3340250.250000 Penalty: 5054.286621
	Iteration 44Q: 3 clusters Score -3340250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3340256.750000 Penalty: 5054.286621
	Iteration 45Q: 3 clusters Score -3340257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3340265.000000 Penalty: 5054.286621
	Iteration 46Q: 3 clusters Score -3340265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3340271.000000 Penalty: 5054.286621
	Iteration 47Q: 3 clusters Score -3340271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3340272.500000 Penalty: 5054.286621
	Iteration 48Q: 3 clusters Score -3340272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3340277.750000 Penalty: 5054.286621
	Iteration 49Q: 3 clusters Score -3340278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3340279.500000 Penalty: 5054.286621
	Iteration 50Q: 3 clusters Score -3340280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3340281.750000 Penalty: 5054.286621
	Iteration 51Q: 3 clusters Score -3340282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3340289.250000 Penalty: 5054.286621
	Iteration 52Q: 3 clusters Score -3340289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3340291.250000 Penalty: 5054.286621
	Iteration 53Q: 3 clusters Score -3340291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3340293.500000 Penalty: 5054.286621
	Iteration 54Q: 3 clusters Score -3340294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3340291.500000 Penalty: 5054.286621
	Iteration 55Q: 3 clusters Score -3340292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3340296.500000 Penalty: 5054.286621
	Iteration 56Q: 3 clusters Score -3340296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3340297.250000 Penalty: 5054.286621
	Iteration 57Q: 3 clusters Score -3340297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3340295.250000 Penalty: 5054.286621
	Iteration 58Q: 3 clusters Score -3340295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3340296.000000 Penalty: 5054.286621
	Iteration 59Q: 3 clusters Score -3340296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3340297.000000 Penalty: 5054.286621
	Iteration 60F: 3 clusters Score -3340297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3340298.500000 Penalty: 5054.286621
	Iteration 61Q: 3 clusters Score -3340298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3340297.000000 Penalty: 5054.286621
	Iteration 62Q: 3 clusters Score -3340297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3340296.250000 Penalty: 5054.286621
	Iteration 63Q: 3 clusters Score -3340296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3340297.750000 Penalty: 5054.286621
	Iteration 64Q: 3 clusters Score -3340298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3340302.500000 Penalty: 5054.286621
	Iteration 65Q: 3 clusters Score -3340302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3340303.500000 Penalty: 5054.286621
	Iteration 66Q: 3 clusters Score -3340304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3340298.750000 Penalty: 5054.286621
	Iteration 67Q: 3 clusters Score -3340299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3340298.750000 Penalty: 5054.286621
	Iteration 68F: 3 clusters Score -3340299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Entering Unmasked Estep 
Score: -741909.937500 Penalty: 2145.410645
	Iteration 0F: 2 clusters Score -741909.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -736887.812500 Penalty: 4290.821289
	Iteration 0F: 3 clusters Score -736887.8 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -738105.500000 Penalty: 4290.821289
	Iteration 1F: 3 clusters Score -738105.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -738338.312500 Penalty: 4290.821289
	Iteration 2F: 3 clusters Score -738338.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -738508.375000 Penalty: 4290.821289
	Iteration 3F: 3 clusters Score -738508.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -738653.187500 Penalty: 4290.821289
	Iteration 4Q: 3 clusters Score -738653.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -738786.500000 Penalty: 4290.821289
	Iteration 5Q: 3 clusters Score -738786.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -738895.625000 Penalty: 4290.821289
	Iteration 6Q: 3 clusters Score -738895.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -738981.687500 Penalty: 4290.821289
	Iteration 7Q: 3 clusters Score -738981.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -739051.500000 Penalty: 4290.821289
	Iteration 8Q: 3 clusters Score -739051.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -739096.937500 Penalty: 4290.821289
	Iteration 9Q: 3 clusters Score -739096.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -739142.000000 Penalty: 4290.821289
	Iteration 10Q: 3 clusters Score -739142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -739178.687500 Penalty: 4290.821289
	Iteration 11Q: 3 clusters Score -739178.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -739206.687500 Penalty: 4290.821289
	Iteration 12Q: 3 clusters Score -739206.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -739231.500000 Penalty: 4290.821289
	Iteration 13Q: 3 clusters Score -739231.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -739259.312500 Penalty: 4290.821289
	Iteration 14Q: 3 clusters Score -739259.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -739287.937500 Penalty: 4290.821289
	Iteration 15Q: 3 clusters Score -739287.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -739311.000000 Penalty: 4290.821289
	Iteration 16Q: 3 clusters Score -739311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -739341.562500 Penalty: 4290.821289
	Iteration 17Q: 3 clusters Score -739341.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -739373.937500 Penalty: 4290.821289
	Iteration 18Q: 3 clusters Score -739373.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -739402.625000 Penalty: 4290.821289
	Iteration 19Q: 3 clusters Score -739402.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -739432.812500 Penalty: 4290.821289
	Iteration 20F: 3 clusters Score -739432.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -739451.187500 Penalty: 4290.821289
	Iteration 21Q: 3 clusters Score -739451.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -739473.062500 Penalty: 4290.821289
	Iteration 22Q: 3 clusters Score -739473.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -739491.187500 Penalty: 4290.821289
	Iteration 23Q: 3 clusters Score -739491.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -739509.875000 Penalty: 4290.821289
	Iteration 24Q: 3 clusters Score -739509.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -739528.750000 Penalty: 4290.821289
	Iteration 25Q: 3 clusters Score -739528.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -739550.312500 Penalty: 4290.821289
	Iteration 26Q: 3 clusters Score -739550.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -739578.125000 Penalty: 4290.821289
	Iteration 27Q: 3 clusters Score -739578.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -739603.000000 Penalty: 4290.821289
	Iteration 28Q: 3 clusters Score -739603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -739628.375000 Penalty: 4290.821289
	Iteration 29Q: 3 clusters Score -739628.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -739651.500000 Penalty: 4290.821289
	Iteration 30Q: 3 clusters Score -739651.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -739678.812500 Penalty: 4290.821289
	Iteration 31Q: 3 clusters Score -739678.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -739705.937500 Penalty: 4290.821289
	Iteration 32Q: 3 clusters Score -739705.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -739725.750000 Penalty: 4290.821289
	Iteration 33Q: 3 clusters Score -739725.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -739744.500000 Penalty: 4290.821289
	Iteration 34Q: 3 clusters Score -739744.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -739764.875000 Penalty: 4290.821289
	Iteration 35Q: 3 clusters Score -739764.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -739791.000000 Penalty: 4290.821289
	Iteration 36Q: 3 clusters Score -739791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -739828.062500 Penalty: 4290.821289
	Iteration 37Q: 3 clusters Score -739828.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -739856.250000 Penalty: 4290.821289
	Iteration 38Q: 3 clusters Score -739856.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -739876.312500 Penalty: 4290.821289
	Iteration 39Q: 3 clusters Score -739876.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -739897.312500 Penalty: 4290.821289
	Iteration 40F: 3 clusters Score -739897.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -739922.875000 Penalty: 4290.821289
	Iteration 41Q: 3 clusters Score -739922.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -739943.125000 Penalty: 4290.821289
	Iteration 42Q: 3 clusters Score -739943.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -739959.250000 Penalty: 4290.821289
	Iteration 43Q: 3 clusters Score -739959.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -739980.625000 Penalty: 4290.821289
	Iteration 44Q: 3 clusters Score -739980.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -739998.687500 Penalty: 4290.821289
	Iteration 45Q: 3 clusters Score -739998.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -740027.437500 Penalty: 4290.821289
	Iteration 46Q: 3 clusters Score -740027.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -740051.687500 Penalty: 4290.821289
	Iteration 47Q: 3 clusters Score -740051.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -740070.437500 Penalty: 4290.821289
	Iteration 48Q: 3 clusters Score -740070.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -740090.687500 Penalty: 4290.821289
	Iteration 49Q: 3 clusters Score -740090.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -740107.062500 Penalty: 4290.821289
	Iteration 50Q: 3 clusters Score -740107.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -740120.187500 Penalty: 4290.821289
	Iteration 51Q: 3 clusters Score -740120.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -740139.750000 Penalty: 4290.821289
	Iteration 52Q: 3 clusters Score -740139.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -740162.250000 Penalty: 4290.821289
	Iteration 53Q: 3 clusters Score -740162.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -740182.625000 Penalty: 4290.821289
	Iteration 54Q: 3 clusters Score -740182.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -740192.625000 Penalty: 4290.821289
	Iteration 55Q: 3 clusters Score -740192.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -740205.937500 Penalty: 4290.821289
	Iteration 56Q: 3 clusters Score -740205.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -740225.312500 Penalty: 4290.821289
	Iteration 57Q: 3 clusters Score -740225.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -740238.062500 Penalty: 4290.821289
	Iteration 58Q: 3 clusters Score -740238.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -740252.125000 Penalty: 4290.821289
	Iteration 59Q: 3 clusters Score -740252.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -740263.437500 Penalty: 4290.821289
	Iteration 60F: 3 clusters Score -740263.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -740277.062500 Penalty: 4290.821289
	Iteration 61Q: 3 clusters Score -740277.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -740288.687500 Penalty: 4290.821289
	Iteration 62Q: 3 clusters Score -740288.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -740299.812500 Penalty: 4290.821289
	Iteration 63Q: 3 clusters Score -740299.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -740310.250000 Penalty: 4290.821289
	Iteration 64Q: 3 clusters Score -740310.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -740321.312500 Penalty: 4290.821289
	Iteration 65Q: 3 clusters Score -740321.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -740333.375000 Penalty: 4290.821289
	Iteration 66Q: 3 clusters Score -740333.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -740346.562500 Penalty: 4290.821289
	Iteration 67Q: 3 clusters Score -740346.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -740357.312500 Penalty: 4290.821289
	Iteration 68Q: 3 clusters Score -740357.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -740371.250000 Penalty: 4290.821289
	Iteration 69Q: 3 clusters Score -740371.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -740377.812500 Penalty: 4290.821289
	Iteration 70Q: 3 clusters Score -740377.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -740389.125000 Penalty: 4290.821289
	Iteration 71Q: 3 clusters Score -740389.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -740399.375000 Penalty: 4290.821289
	Iteration 72Q: 3 clusters Score -740399.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -740411.937500 Penalty: 4290.821289
	Iteration 73Q: 3 clusters Score -740411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -740418.750000 Penalty: 4290.821289
	Iteration 74Q: 3 clusters Score -740418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -740429.187500 Penalty: 4290.821289
	Iteration 75Q: 3 clusters Score -740429.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -740442.562500 Penalty: 4290.821289
	Iteration 76Q: 3 clusters Score -740442.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -740453.437500 Penalty: 4290.821289
	Iteration 77Q: 3 clusters Score -740453.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -740462.437500 Penalty: 4290.821289
	Iteration 78Q: 3 clusters Score -740462.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -740480.750000 Penalty: 4290.821289
	Iteration 79Q: 3 clusters Score -740480.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -740498.750000 Penalty: 4290.821289
	Iteration 80F: 3 clusters Score -740498.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -740514.125000 Penalty: 4290.821289
	Iteration 81Q: 3 clusters Score -740514.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -740535.125000 Penalty: 4290.821289
	Iteration 82Q: 3 clusters Score -740535.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -740554.500000 Penalty: 4290.821289
	Iteration 83Q: 3 clusters Score -740554.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -740563.937500 Penalty: 4290.821289
	Iteration 84Q: 3 clusters Score -740563.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -740578.000000 Penalty: 4290.821289
	Iteration 85Q: 3 clusters Score -740578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -740587.625000 Penalty: 4290.821289
	Iteration 86Q: 3 clusters Score -740587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -740593.937500 Penalty: 4290.821289
	Iteration 87Q: 3 clusters Score -740593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -740596.687500 Penalty: 4290.821289
	Iteration 88Q: 3 clusters Score -740596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -740599.125000 Penalty: 4290.821289
	Iteration 89Q: 3 clusters Score -740599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -740602.000000 Penalty: 4290.821289
	Iteration 90Q: 3 clusters Score -740602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -740603.375000 Penalty: 4290.821289
	Iteration 91Q: 3 clusters Score -740603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -740605.312500 Penalty: 4290.821289
	Iteration 92Q: 3 clusters Score -740605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -740607.375000 Penalty: 4290.821289
	Iteration 93Q: 3 clusters Score -740607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -740606.312500 Penalty: 4290.821289
	Iteration 94Q: 3 clusters Score -740606.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -740606.312500 Penalty: 4290.821289
	Iteration 95F: 3 clusters Score -740606.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Entering Unmasked Estep 
Score: -1737427.375000 Penalty: 2352.979492
	Iteration 0F: 2 clusters Score -1737427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1727778.125000 Penalty: 4705.958984
	Iteration 0F: 3 clusters Score -1727778 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1730784.000000 Penalty: 4705.958984
	Iteration 1F: 3 clusters Score -1730784 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1731203.625000 Penalty: 4705.958984
	Iteration 2F: 3 clusters Score -1731204 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1731629.625000 Penalty: 4705.958984
	Iteration 3F: 3 clusters Score -1731630 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1732145.375000 Penalty: 4705.958984
	Iteration 4F: 3 clusters Score -1732145 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1732673.000000 Penalty: 4705.958984
	Iteration 5F: 3 clusters Score -1732673 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1733213.875000 Penalty: 4705.958984
	Iteration 6F: 3 clusters Score -1733214 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1733723.000000 Penalty: 4705.958984
	Iteration 7F: 3 clusters Score -1733723 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1734140.500000 Penalty: 4705.958984
	Iteration 8F: 3 clusters Score -1734140 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1734418.000000 Penalty: 4705.958984
	Iteration 9Q: 3 clusters Score -1734418 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1734581.000000 Penalty: 4705.958984
	Iteration 10Q: 3 clusters Score -1734581 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1734675.625000 Penalty: 4705.958984
	Iteration 11Q: 3 clusters Score -1734676 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1734734.875000 Penalty: 4705.958984
	Iteration 12Q: 3 clusters Score -1734735 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1734777.750000 Penalty: 4705.958984
	Iteration 13Q: 3 clusters Score -1734778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1734818.500000 Penalty: 4705.958984
	Iteration 14Q: 3 clusters Score -1734818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1734850.000000 Penalty: 4705.958984
	Iteration 15Q: 3 clusters Score -1734850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1734879.375000 Penalty: 4705.958984
	Iteration 16Q: 3 clusters Score -1734879 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1734903.375000 Penalty: 4705.958984
	Iteration 17Q: 3 clusters Score -1734903 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1734919.625000 Penalty: 4705.958984
	Iteration 18Q: 3 clusters Score -1734920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1734941.625000 Penalty: 4705.958984
	Iteration 19Q: 3 clusters Score -1734942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1734968.500000 Penalty: 4705.958984
	Iteration 20F: 3 clusters Score -1734968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1734991.125000 Penalty: 4705.958984
	Iteration 21Q: 3 clusters Score -1734991 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1735014.625000 Penalty: 4705.958984
	Iteration 22Q: 3 clusters Score -1735015 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1735035.000000 Penalty: 4705.958984
	Iteration 23Q: 3 clusters Score -1735035 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1735063.250000 Penalty: 4705.958984
	Iteration 24Q: 3 clusters Score -1735063 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1735092.875000 Penalty: 4705.958984
	Iteration 25Q: 3 clusters Score -1735093 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1735112.250000 Penalty: 4705.958984
	Iteration 26Q: 3 clusters Score -1735112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1735133.125000 Penalty: 4705.958984
	Iteration 27Q: 3 clusters Score -1735133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1735159.750000 Penalty: 4705.958984
	Iteration 28Q: 3 clusters Score -1735160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1735183.250000 Penalty: 4705.958984
	Iteration 29Q: 3 clusters Score -1735183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1735216.625000 Penalty: 4705.958984
	Iteration 30Q: 3 clusters Score -1735217 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1735239.875000 Penalty: 4705.958984
	Iteration 31Q: 3 clusters Score -1735240 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1735267.250000 Penalty: 4705.958984
	Iteration 32Q: 3 clusters Score -1735267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1735292.000000 Penalty: 4705.958984
	Iteration 33Q: 3 clusters Score -1735292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1735316.500000 Penalty: 4705.958984
	Iteration 34Q: 3 clusters Score -1735316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1735341.125000 Penalty: 4705.958984
	Iteration 35Q: 3 clusters Score -1735341 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1735352.625000 Penalty: 4705.958984
	Iteration 36Q: 3 clusters Score -1735353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1735373.250000 Penalty: 4705.958984
	Iteration 37Q: 3 clusters Score -1735373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1735395.625000 Penalty: 4705.958984
	Iteration 38Q: 3 clusters Score -1735396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1735413.000000 Penalty: 4705.958984
	Iteration 39Q: 3 clusters Score -1735413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1735423.000000 Penalty: 4705.958984
	Iteration 40F: 3 clusters Score -1735423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1735438.375000 Penalty: 4705.958984
	Iteration 41Q: 3 clusters Score -1735438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1735453.750000 Penalty: 4705.958984
	Iteration 42Q: 3 clusters Score -1735454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1735460.750000 Penalty: 4705.958984
	Iteration 43Q: 3 clusters Score -1735461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1735470.750000 Penalty: 4705.958984
	Iteration 44Q: 3 clusters Score -1735471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1735479.125000 Penalty: 4705.958984
	Iteration 45Q: 3 clusters Score -1735479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1735475.750000 Penalty: 4705.958984
	Iteration 46Q: 3 clusters Score -1735476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1735480.625000 Penalty: 4705.958984
	Iteration 47Q: 3 clusters Score -1735481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1735483.375000 Penalty: 4705.958984
	Iteration 48Q: 3 clusters Score -1735483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1735487.125000 Penalty: 4705.958984
	Iteration 49Q: 3 clusters Score -1735487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1735485.750000 Penalty: 4705.958984
	Iteration 50Q: 3 clusters Score -1735486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1735488.125000 Penalty: 4705.958984
	Iteration 51Q: 3 clusters Score -1735488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1735489.375000 Penalty: 4705.958984
	Iteration 52Q: 3 clusters Score -1735489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1735492.750000 Penalty: 4705.958984
	Iteration 53Q: 3 clusters Score -1735493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1735494.000000 Penalty: 4705.958984
	Iteration 54Q: 3 clusters Score -1735494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1735492.000000 Penalty: 4705.958984
	Iteration 55Q: 3 clusters Score -1735492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1735496.125000 Penalty: 4705.958984
	Iteration 56Q: 3 clusters Score -1735496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1735497.125000 Penalty: 4705.958984
	Iteration 57Q: 3 clusters Score -1735497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1735505.000000 Penalty: 4705.958984
	Iteration 58Q: 3 clusters Score -1735505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1735507.500000 Penalty: 4705.958984
	Iteration 59Q: 3 clusters Score -1735508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1735511.750000 Penalty: 4705.958984
	Iteration 60F: 3 clusters Score -1735512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1735512.500000 Penalty: 4705.958984
	Iteration 61Q: 3 clusters Score -1735512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1735510.750000 Penalty: 4705.958984
	Iteration 62Q: 3 clusters Score -1735511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1735513.000000 Penalty: 4705.958984
	Iteration 63Q: 3 clusters Score -1735513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1735515.000000 Penalty: 4705.958984
	Iteration 64Q: 3 clusters Score -1735515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1735515.750000 Penalty: 4705.958984
	Iteration 65Q: 3 clusters Score -1735516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1735515.750000 Penalty: 4705.958984
	Iteration 66F: 3 clusters Score -1735516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Entering Unmasked Estep 
Score: -1874949.125000 Penalty: 2373.543213
	Iteration 0F: 2 clusters Score -1874949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1864395.125000 Penalty: 4747.086426
	Iteration 0F: 3 clusters Score -1864395 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1867752.000000 Penalty: 4747.086426
	Iteration 1F: 3 clusters Score -1867752 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1868095.625000 Penalty: 4747.086426
	Iteration 2F: 3 clusters Score -1868096 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1868371.500000 Penalty: 4747.086426
	Iteration 3Q: 3 clusters Score -1868372 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1868637.750000 Penalty: 4747.086426
	Iteration 4Q: 3 clusters Score -1868638 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1868932.125000 Penalty: 4747.086426
	Iteration 5Q: 3 clusters Score -1868932 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1869319.750000 Penalty: 4747.086426
	Iteration 6Q: 3 clusters Score -1869320 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1869844.750000 Penalty: 4747.086426
	Iteration 7F: 3 clusters Score -1869845 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1870498.625000 Penalty: 4747.086426
	Iteration 8F: 3 clusters Score -1870499 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1871152.625000 Penalty: 4747.086426
	Iteration 9F: 3 clusters Score -1871153 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1871744.750000 Penalty: 4747.086426
	Iteration 10Q: 3 clusters Score -1871745 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1872173.375000 Penalty: 4747.086426
	Iteration 11Q: 3 clusters Score -1872173 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1872421.625000 Penalty: 4747.086426
	Iteration 12Q: 3 clusters Score -1872422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1872581.375000 Penalty: 4747.086426
	Iteration 13Q: 3 clusters Score -1872581 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1872687.875000 Penalty: 4747.086426
	Iteration 14Q: 3 clusters Score -1872688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1872746.750000 Penalty: 4747.086426
	Iteration 15Q: 3 clusters Score -1872747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1872791.125000 Penalty: 4747.086426
	Iteration 16Q: 3 clusters Score -1872791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1872811.250000 Penalty: 4747.086426
	Iteration 17Q: 3 clusters Score -1872811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1872821.500000 Penalty: 4747.086426
	Iteration 18Q: 3 clusters Score -1872822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1872823.375000 Penalty: 4747.086426
	Iteration 19Q: 3 clusters Score -1872823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1872826.375000 Penalty: 4747.086426
	Iteration 20F: 3 clusters Score -1872826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1872829.500000 Penalty: 4747.086426
	Iteration 21Q: 3 clusters Score -1872830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1872829.500000 Penalty: 4747.086426
	Iteration 22Q: 3 clusters Score -1872830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1872829.500000 Penalty: 4747.086426
	Iteration 23F: 3 clusters Score -1872830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (147985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147985 members 
Entering Unmasked Estep 
Score: -19412804.000000 Penalty: 2952.406738
	Iteration 0F: 2 clusters Score -1.94128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -19314932.000000 Penalty: 5904.813477
	Iteration 0F: 3 clusters Score -1.931493e+07 nChanged 70887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -19356374.000000 Penalty: 5904.813477
	Iteration 1F: 3 clusters Score -1.935637e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -19357572.000000 Penalty: 5904.813477
	Iteration 2Q: 3 clusters Score -1.935757e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -19359742.000000 Penalty: 5904.813477
	Iteration 3Q: 3 clusters Score -1.935974e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -19362524.000000 Penalty: 5904.813477
	Iteration 4Q: 3 clusters Score -1.936252e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -19366242.000000 Penalty: 5904.813477
	Iteration 5Q: 3 clusters Score -1.936624e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 92845 members 
Entering Unmasked Estep 
Score: -19370912.000000 Penalty: 5904.813477
	Iteration 6F: 3 clusters Score -1.937091e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 99269 members 
Entering Unmasked Estep 
Score: -19376430.000000 Penalty: 5904.813477
	Iteration 7F: 3 clusters Score -1.937643e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -19382622.000000 Penalty: 5904.813477
	Iteration 8F: 3 clusters Score -1.938262e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -19388732.000000 Penalty: 5904.813477
	Iteration 9F: 3 clusters Score -1.938873e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 120621 members 
Entering Unmasked Estep 
Score: -19394128.000000 Penalty: 5904.813477
	Iteration 10F: 3 clusters Score -1.939413e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 126491 members 
Entering Unmasked Estep 
Score: -19398554.000000 Penalty: 5904.813477
	Iteration 11Q: 3 clusters Score -1.939855e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 131314 members 
Entering Unmasked Estep 
Score: -19401706.000000 Penalty: 5904.813477
	Iteration 12Q: 3 clusters Score -1.940171e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 135206 members 
Entering Unmasked Estep 
Score: -19404048.000000 Penalty: 5904.813477
	Iteration 13Q: 3 clusters Score -1.940405e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 138249 members 
Entering Unmasked Estep 
Score: -19406014.000000 Penalty: 5904.813477
	Iteration 14Q: 3 clusters Score -1.940601e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 140576 members 
Entering Unmasked Estep 
Score: -19407288.000000 Penalty: 5904.813477
	Iteration 15Q: 3 clusters Score -1.940729e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 142334 members 
Entering Unmasked Estep 
Score: -19408346.000000 Penalty: 5904.813477
	Iteration 16Q: 3 clusters Score -1.940835e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 143558 members 
Entering Unmasked Estep 
Score: -19408994.000000 Penalty: 5904.813477
	Iteration 17Q: 3 clusters Score -1.940899e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -19409332.000000 Penalty: 5904.813477
	Iteration 18Q: 3 clusters Score -1.940933e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 145055 members 
Entering Unmasked Estep 
Score: -19409600.000000 Penalty: 5904.813477
	Iteration 19Q: 3 clusters Score -1.94096e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 145497 members 
Entering Unmasked Estep 
Score: -19409784.000000 Penalty: 5904.813477
	Iteration 20F: 3 clusters Score -1.940978e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 145814 members 
Entering Unmasked Estep 
Score: -19409948.000000 Penalty: 5904.813477
	Iteration 21Q: 3 clusters Score -1.940995e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -19410028.000000 Penalty: 5904.813477
	Iteration 22Q: 3 clusters Score -1.941003e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 146200 members 
Entering Unmasked Estep 
Score: -19410090.000000 Penalty: 5904.813477
	Iteration 23Q: 3 clusters Score -1.941009e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 146310 members 
Entering Unmasked Estep 
Score: -19410126.000000 Penalty: 5904.813477
	Iteration 24Q: 3 clusters Score -1.941013e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -19410178.000000 Penalty: 5904.813477
	Iteration 25Q: 3 clusters Score -1.941018e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -19410212.000000 Penalty: 5904.813477
	Iteration 26Q: 3 clusters Score -1.941021e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -19410232.000000 Penalty: 5904.813477
	Iteration 27Q: 3 clusters Score -1.941023e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 146627 members 
Entering Unmasked Estep 
Score: -19410260.000000 Penalty: 5904.813477
	Iteration 28Q: 3 clusters Score -1.941026e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -19410274.000000 Penalty: 5904.813477
	Iteration 29Q: 3 clusters Score -1.941027e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 146726 members 
Entering Unmasked Estep 
Score: -19410308.000000 Penalty: 5904.813477
	Iteration 30Q: 3 clusters Score -1.941031e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 146763 members 
Entering Unmasked Estep 
Score: -19410330.000000 Penalty: 5904.813477
	Iteration 31Q: 3 clusters Score -1.941033e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 146804 members 
Entering Unmasked Estep 
Score: -19410348.000000 Penalty: 5904.813477
	Iteration 32Q: 3 clusters Score -1.941035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 146834 members 
Entering Unmasked Estep 
Score: -19410380.000000 Penalty: 5904.813477
	Iteration 33Q: 3 clusters Score -1.941038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 146857 members 
Entering Unmasked Estep 
Score: -19410384.000000 Penalty: 5904.813477
	Iteration 34Q: 3 clusters Score -1.941038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -19410404.000000 Penalty: 5904.813477
	Iteration 35Q: 3 clusters Score -1.94104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 146879 members 
Entering Unmasked Estep 
Score: -19410410.000000 Penalty: 5904.813477
	Iteration 36Q: 3 clusters Score -1.941041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 146887 members 
Entering Unmasked Estep 
Score: -19410434.000000 Penalty: 5904.813477
	Iteration 37Q: 3 clusters Score -1.941043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -19410438.000000 Penalty: 5904.813477
	Iteration 38Q: 3 clusters Score -1.941044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 146904 members 
Entering Unmasked Estep 
Score: -19410444.000000 Penalty: 5904.813477
	Iteration 39Q: 3 clusters Score -1.941044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 146915 members 
Entering Unmasked Estep 
Score: -19410432.000000 Penalty: 5904.813477
	Iteration 40F: 3 clusters Score -1.941043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 146925 members 
Entering Unmasked Estep 
Score: -19410440.000000 Penalty: 5904.813477
	Iteration 41Q: 3 clusters Score -1.941044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 146928 members 
Entering Unmasked Estep 
Score: -19410446.000000 Penalty: 5904.813477
	Iteration 42Q: 3 clusters Score -1.941045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 146932 members 
Entering Unmasked Estep 
Score: -19410444.000000 Penalty: 5904.813477
	Iteration 43Q: 3 clusters Score -1.941044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 146937 members 
Entering Unmasked Estep 
Score: -19410440.000000 Penalty: 5904.813477
	Iteration 44Q: 3 clusters Score -1.941044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 146941 members 
Entering Unmasked Estep 
Score: -19410442.000000 Penalty: 5904.813477
	Iteration 45Q: 3 clusters Score -1.941044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 146943 members 
Entering Unmasked Estep 
Score: -19410446.000000 Penalty: 5904.813477
	Iteration 46Q: 3 clusters Score -1.941045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 146948 members 
Entering Unmasked Estep 
Score: -19410438.000000 Penalty: 5904.813477
	Iteration 47Q: 3 clusters Score -1.941044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 146951 members 
Entering Unmasked Estep 
Score: -19410456.000000 Penalty: 5904.813477
	Iteration 48Q: 3 clusters Score -1.941046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 146959 members 
Entering Unmasked Estep 
Score: -19410452.000000 Penalty: 5904.813477
	Iteration 49Q: 3 clusters Score -1.941045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 146961 members 
Entering Unmasked Estep 
Score: -19410458.000000 Penalty: 5904.813477
	Iteration 50Q: 3 clusters Score -1.941046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 146966 members 
Entering Unmasked Estep 
Score: -19410466.000000 Penalty: 5904.813477
	Iteration 51Q: 3 clusters Score -1.941047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 146966 members 
Entering Unmasked Estep 
Score: -19410458.000000 Penalty: 5904.813477
	Iteration 52Q: 3 clusters Score -1.941046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 146966 members 
Entering Unmasked Estep 
Score: -19410454.000000 Penalty: 5904.813477
	Iteration 53Q: 3 clusters Score -1.941045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 146968 members 
Entering Unmasked Estep 
Score: -19410452.000000 Penalty: 5904.813477
	Iteration 54Q: 3 clusters Score -1.941045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 146969 members 
Entering Unmasked Estep 
Score: -19410448.000000 Penalty: 5904.813477
	Iteration 55Q: 3 clusters Score -1.941045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 146968 members 
Entering Unmasked Estep 
Score: -19410462.000000 Penalty: 5904.813477
	Iteration 56Q: 3 clusters Score -1.941046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 146968 members 
Entering Unmasked Estep 
Score: -19410452.000000 Penalty: 5904.813477
	Iteration 57Q: 3 clusters Score -1.941045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 146967 members 
Entering Unmasked Estep 
Score: -19410456.000000 Penalty: 5904.813477
	Iteration 58Q: 3 clusters Score -1.941046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 146967 members 
Entering Unmasked Estep 
Score: -19410456.000000 Penalty: 5904.813477
	Iteration 59F: 3 clusters Score -1.941046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Entering Unmasked Estep 
Score: -1078009.125000 Penalty: 2255.514648
	Iteration 0F: 2 clusters Score -1078009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1071001.750000 Penalty: 4511.029297
	Iteration 0F: 3 clusters Score -1071002 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1072989.625000 Penalty: 4511.029297
	Iteration 1F: 3 clusters Score -1072990 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1073324.000000 Penalty: 4511.029297
	Iteration 2F: 3 clusters Score -1073324 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1073549.000000 Penalty: 4511.029297
	Iteration 3F: 3 clusters Score -1073549 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1073717.875000 Penalty: 4511.029297
	Iteration 4Q: 3 clusters Score -1073718 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1073862.500000 Penalty: 4511.029297
	Iteration 5Q: 3 clusters Score -1073862 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1073992.000000 Penalty: 4511.029297
	Iteration 6Q: 3 clusters Score -1073992 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1074123.750000 Penalty: 4511.029297
	Iteration 7Q: 3 clusters Score -1074124 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1074277.250000 Penalty: 4511.029297
	Iteration 8Q: 3 clusters Score -1074277 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1074442.625000 Penalty: 4511.029297
	Iteration 9Q: 3 clusters Score -1074443 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1074642.750000 Penalty: 4511.029297
	Iteration 10Q: 3 clusters Score -1074643 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1074833.000000 Penalty: 4511.029297
	Iteration 11Q: 3 clusters Score -1074833 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1075022.625000 Penalty: 4511.029297
	Iteration 12Q: 3 clusters Score -1075023 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1075188.625000 Penalty: 4511.029297
	Iteration 13Q: 3 clusters Score -1075189 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1075343.125000 Penalty: 4511.029297
	Iteration 14Q: 3 clusters Score -1075343 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1075473.625000 Penalty: 4511.029297
	Iteration 15Q: 3 clusters Score -1075474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1075568.750000 Penalty: 4511.029297
	Iteration 16Q: 3 clusters Score -1075569 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1075638.625000 Penalty: 4511.029297
	Iteration 17Q: 3 clusters Score -1075639 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1075682.500000 Penalty: 4511.029297
	Iteration 18Q: 3 clusters Score -1075682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1075705.875000 Penalty: 4511.029297
	Iteration 19Q: 3 clusters Score -1075706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1075726.375000 Penalty: 4511.029297
	Iteration 20F: 3 clusters Score -1075726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1075737.250000 Penalty: 4511.029297
	Iteration 21Q: 3 clusters Score -1075737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1075746.625000 Penalty: 4511.029297
	Iteration 22Q: 3 clusters Score -1075747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1075753.375000 Penalty: 4511.029297
	Iteration 23Q: 3 clusters Score -1075753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1075758.250000 Penalty: 4511.029297
	Iteration 24Q: 3 clusters Score -1075758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1075764.875000 Penalty: 4511.029297
	Iteration 25Q: 3 clusters Score -1075765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1075768.125000 Penalty: 4511.029297
	Iteration 26Q: 3 clusters Score -1075768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1075772.875000 Penalty: 4511.029297
	Iteration 27Q: 3 clusters Score -1075773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1075776.625000 Penalty: 4511.029297
	Iteration 28Q: 3 clusters Score -1075777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1075781.875000 Penalty: 4511.029297
	Iteration 29Q: 3 clusters Score -1075782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1075784.625000 Penalty: 4511.029297
	Iteration 30Q: 3 clusters Score -1075785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1075788.750000 Penalty: 4511.029297
	Iteration 31Q: 3 clusters Score -1075789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1075790.625000 Penalty: 4511.029297
	Iteration 32Q: 3 clusters Score -1075791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1075796.250000 Penalty: 4511.029297
	Iteration 33Q: 3 clusters Score -1075796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1075800.625000 Penalty: 4511.029297
	Iteration 34Q: 3 clusters Score -1075801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1075804.625000 Penalty: 4511.029297
	Iteration 35Q: 3 clusters Score -1075805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1075808.250000 Penalty: 4511.029297
	Iteration 36Q: 3 clusters Score -1075808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1075815.375000 Penalty: 4511.029297
	Iteration 37Q: 3 clusters Score -1075815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1075823.250000 Penalty: 4511.029297
	Iteration 38Q: 3 clusters Score -1075823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1075831.625000 Penalty: 4511.029297
	Iteration 39Q: 3 clusters Score -1075832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1075842.125000 Penalty: 4511.029297
	Iteration 40F: 3 clusters Score -1075842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1075850.750000 Penalty: 4511.029297
	Iteration 41Q: 3 clusters Score -1075851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1075858.250000 Penalty: 4511.029297
	Iteration 42Q: 3 clusters Score -1075858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1075863.000000 Penalty: 4511.029297
	Iteration 43Q: 3 clusters Score -1075863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1075873.750000 Penalty: 4511.029297
	Iteration 44Q: 3 clusters Score -1075874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1075877.500000 Penalty: 4511.029297
	Iteration 45Q: 3 clusters Score -1075878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1075884.125000 Penalty: 4511.029297
	Iteration 46Q: 3 clusters Score -1075884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1075890.875000 Penalty: 4511.029297
	Iteration 47Q: 3 clusters Score -1075891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1075899.875000 Penalty: 4511.029297
	Iteration 48Q: 3 clusters Score -1075900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1075910.125000 Penalty: 4511.029297
	Iteration 49Q: 3 clusters Score -1075910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1075920.000000 Penalty: 4511.029297
	Iteration 50Q: 3 clusters Score -1075920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1075925.875000 Penalty: 4511.029297
	Iteration 51Q: 3 clusters Score -1075926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1075933.125000 Penalty: 4511.029297
	Iteration 52Q: 3 clusters Score -1075933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1075939.125000 Penalty: 4511.029297
	Iteration 53Q: 3 clusters Score -1075939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1075946.000000 Penalty: 4511.029297
	Iteration 54Q: 3 clusters Score -1075946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1075950.500000 Penalty: 4511.029297
	Iteration 55Q: 3 clusters Score -1075950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1075957.750000 Penalty: 4511.029297
	Iteration 56Q: 3 clusters Score -1075958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1075968.000000 Penalty: 4511.029297
	Iteration 57Q: 3 clusters Score -1075968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1075977.875000 Penalty: 4511.029297
	Iteration 58Q: 3 clusters Score -1075978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1075989.375000 Penalty: 4511.029297
	Iteration 59Q: 3 clusters Score -1075989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1076003.125000 Penalty: 4511.029297
	Iteration 60F: 3 clusters Score -1076003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1076016.250000 Penalty: 4511.029297
	Iteration 61Q: 3 clusters Score -1076016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1076024.000000 Penalty: 4511.029297
	Iteration 62Q: 3 clusters Score -1076024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1076030.375000 Penalty: 4511.029297
	Iteration 63Q: 3 clusters Score -1076030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1076034.000000 Penalty: 4511.029297
	Iteration 64Q: 3 clusters Score -1076034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1076039.250000 Penalty: 4511.029297
	Iteration 65Q: 3 clusters Score -1076039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1076043.750000 Penalty: 4511.029297
	Iteration 66Q: 3 clusters Score -1076044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1076046.000000 Penalty: 4511.029297
	Iteration 67Q: 3 clusters Score -1076046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1076049.250000 Penalty: 4511.029297
	Iteration 68Q: 3 clusters Score -1076049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1076051.875000 Penalty: 4511.029297
	Iteration 69Q: 3 clusters Score -1076052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1076057.750000 Penalty: 4511.029297
	Iteration 70Q: 3 clusters Score -1076058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1076061.750000 Penalty: 4511.029297
	Iteration 71Q: 3 clusters Score -1076062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1076068.750000 Penalty: 4511.029297
	Iteration 72Q: 3 clusters Score -1076069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1076075.500000 Penalty: 4511.029297
	Iteration 73Q: 3 clusters Score -1076076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1076085.750000 Penalty: 4511.029297
	Iteration 74Q: 3 clusters Score -1076086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1076092.125000 Penalty: 4511.029297
	Iteration 75Q: 3 clusters Score -1076092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1076098.250000 Penalty: 4511.029297
	Iteration 76Q: 3 clusters Score -1076098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1076103.875000 Penalty: 4511.029297
	Iteration 77Q: 3 clusters Score -1076104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1076111.750000 Penalty: 4511.029297
	Iteration 78Q: 3 clusters Score -1076112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1076117.875000 Penalty: 4511.029297
	Iteration 79Q: 3 clusters Score -1076118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1076126.250000 Penalty: 4511.029297
	Iteration 80F: 3 clusters Score -1076126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1076132.875000 Penalty: 4511.029297
	Iteration 81Q: 3 clusters Score -1076133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1076144.125000 Penalty: 4511.029297
	Iteration 82Q: 3 clusters Score -1076144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1076156.750000 Penalty: 4511.029297
	Iteration 83Q: 3 clusters Score -1076157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1076173.250000 Penalty: 4511.029297
	Iteration 84Q: 3 clusters Score -1076173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1076189.125000 Penalty: 4511.029297
	Iteration 85Q: 3 clusters Score -1076189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1076203.750000 Penalty: 4511.029297
	Iteration 86Q: 3 clusters Score -1076204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1076212.250000 Penalty: 4511.029297
	Iteration 87Q: 3 clusters Score -1076212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1076220.125000 Penalty: 4511.029297
	Iteration 88Q: 3 clusters Score -1076220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1076229.125000 Penalty: 4511.029297
	Iteration 89Q: 3 clusters Score -1076229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1076238.375000 Penalty: 4511.029297
	Iteration 90Q: 3 clusters Score -1076238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1076249.500000 Penalty: 4511.029297
	Iteration 91Q: 3 clusters Score -1076250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1076259.750000 Penalty: 4511.029297
	Iteration 92Q: 3 clusters Score -1076260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1076269.000000 Penalty: 4511.029297
	Iteration 93Q: 3 clusters Score -1076269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1076276.250000 Penalty: 4511.029297
	Iteration 94Q: 3 clusters Score -1076276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1076279.000000 Penalty: 4511.029297
	Iteration 95Q: 3 clusters Score -1076279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1076281.500000 Penalty: 4511.029297
	Iteration 96Q: 3 clusters Score -1076282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1076285.000000 Penalty: 4511.029297
	Iteration 97Q: 3 clusters Score -1076285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1076291.125000 Penalty: 4511.029297
	Iteration 98Q: 3 clusters Score -1076291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1076293.375000 Penalty: 4511.029297
	Iteration 99Q: 3 clusters Score -1076293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1076296.125000 Penalty: 4511.029297
	Iteration 100F: 3 clusters Score -1076296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1076300.625000 Penalty: 4511.029297
	Iteration 101Q: 3 clusters Score -1076301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1076306.250000 Penalty: 4511.029297
	Iteration 102Q: 3 clusters Score -1076306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1076307.375000 Penalty: 4511.029297
	Iteration 103Q: 3 clusters Score -1076307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1076312.625000 Penalty: 4511.029297
	Iteration 104Q: 3 clusters Score -1076313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1076316.750000 Penalty: 4511.029297
	Iteration 105Q: 3 clusters Score -1076317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1076321.125000 Penalty: 4511.029297
	Iteration 106Q: 3 clusters Score -1076321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1076323.000000 Penalty: 4511.029297
	Iteration 107Q: 3 clusters Score -1076323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1076329.125000 Penalty: 4511.029297
	Iteration 108Q: 3 clusters Score -1076329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1076332.000000 Penalty: 4511.029297
	Iteration 109Q: 3 clusters Score -1076332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1076334.375000 Penalty: 4511.029297
	Iteration 110Q: 3 clusters Score -1076334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1076341.500000 Penalty: 4511.029297
	Iteration 111Q: 3 clusters Score -1076342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1076346.250000 Penalty: 4511.029297
	Iteration 112Q: 3 clusters Score -1076346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1076347.625000 Penalty: 4511.029297
	Iteration 113Q: 3 clusters Score -1076348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1076348.875000 Penalty: 4511.029297
	Iteration 114Q: 3 clusters Score -1076349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1076348.750000 Penalty: 4511.029297
	Iteration 115Q: 3 clusters Score -1076349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1076350.375000 Penalty: 4511.029297
	Iteration 116Q: 3 clusters Score -1076350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1076351.500000 Penalty: 4511.029297
	Iteration 117Q: 3 clusters Score -1076352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1076353.875000 Penalty: 4511.029297
	Iteration 118Q: 3 clusters Score -1076354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1076357.625000 Penalty: 4511.029297
	Iteration 119Q: 3 clusters Score -1076358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1076358.125000 Penalty: 4511.029297
	Iteration 120F: 3 clusters Score -1076358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1076361.500000 Penalty: 4511.029297
	Iteration 121Q: 3 clusters Score -1076362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1076362.625000 Penalty: 4511.029297
	Iteration 122Q: 3 clusters Score -1076363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1076368.000000 Penalty: 4511.029297
	Iteration 123Q: 3 clusters Score -1076368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1076370.125000 Penalty: 4511.029297
	Iteration 124Q: 3 clusters Score -1076370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1076372.625000 Penalty: 4511.029297
	Iteration 125Q: 3 clusters Score -1076373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1076378.125000 Penalty: 4511.029297
	Iteration 126Q: 3 clusters Score -1076378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1076380.750000 Penalty: 4511.029297
	Iteration 127Q: 3 clusters Score -1076381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1076380.750000 Penalty: 4511.029297
	Iteration 128Q: 3 clusters Score -1076381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1076380.250000 Penalty: 4511.029297
	Iteration 129Q: 3 clusters Score -1076380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1076382.625000 Penalty: 4511.029297
	Iteration 130Q: 3 clusters Score -1076383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1076383.750000 Penalty: 4511.029297
	Iteration 131Q: 3 clusters Score -1076384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1076390.000000 Penalty: 4511.029297
	Iteration 132Q: 3 clusters Score -1076390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1076389.750000 Penalty: 4511.029297
	Iteration 133Q: 3 clusters Score -1076390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1076391.125000 Penalty: 4511.029297
	Iteration 134Q: 3 clusters Score -1076391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1076394.125000 Penalty: 4511.029297
	Iteration 135Q: 3 clusters Score -1076394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1076394.750000 Penalty: 4511.029297
	Iteration 136Q: 3 clusters Score -1076395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1076397.500000 Penalty: 4511.029297
	Iteration 137Q: 3 clusters Score -1076398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1076401.000000 Penalty: 4511.029297
	Iteration 138Q: 3 clusters Score -1076401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1076405.500000 Penalty: 4511.029297
	Iteration 139Q: 3 clusters Score -1076406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1076407.500000 Penalty: 4511.029297
	Iteration 140F: 3 clusters Score -1076408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1076408.875000 Penalty: 4511.029297
	Iteration 141Q: 3 clusters Score -1076409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1076408.875000 Penalty: 4511.029297
	Iteration 142Q: 3 clusters Score -1076409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1076408.875000 Penalty: 4511.029297
	Iteration 143F: 3 clusters Score -1076409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Entering Unmasked Estep 
Score: -5765718.000000 Penalty: 2653.645508
	Iteration 0F: 2 clusters Score -5765718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -5735849.500000 Penalty: 5307.291016
	Iteration 0F: 3 clusters Score -5735850 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -5747366.500000 Penalty: 5307.291016
	Iteration 1F: 3 clusters Score -5747366 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5748505.500000 Penalty: 5307.291016
	Iteration 2F: 3 clusters Score -5748506 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5749950.000000 Penalty: 5307.291016
	Iteration 3F: 3 clusters Score -5749950 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -5751704.500000 Penalty: 5307.291016
	Iteration 4F: 3 clusters Score -5751704 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -5753595.000000 Penalty: 5307.291016
	Iteration 5F: 3 clusters Score -5753595 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5755369.000000 Penalty: 5307.291016
	Iteration 6F: 3 clusters Score -5755369 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -5756971.000000 Penalty: 5307.291016
	Iteration 7F: 3 clusters Score -5756971 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5758373.000000 Penalty: 5307.291016
	Iteration 8F: 3 clusters Score -5758373 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -5759596.000000 Penalty: 5307.291016
	Iteration 9Q: 3 clusters Score -5759596 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -5760586.500000 Penalty: 5307.291016
	Iteration 10Q: 3 clusters Score -5760586 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -5761358.000000 Penalty: 5307.291016
	Iteration 11Q: 3 clusters Score -5761358 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5762037.000000 Penalty: 5307.291016
	Iteration 12Q: 3 clusters Score -5762037 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -5762575.500000 Penalty: 5307.291016
	Iteration 13Q: 3 clusters Score -5762576 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5763012.000000 Penalty: 5307.291016
	Iteration 14Q: 3 clusters Score -5763012 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -5763369.500000 Penalty: 5307.291016
	Iteration 15Q: 3 clusters Score -5763370 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -5763573.500000 Penalty: 5307.291016
	Iteration 16Q: 3 clusters Score -5763574 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -5763781.000000 Penalty: 5307.291016
	Iteration 17Q: 3 clusters Score -5763781 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -5763913.000000 Penalty: 5307.291016
	Iteration 18Q: 3 clusters Score -5763913 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5764018.500000 Penalty: 5307.291016
	Iteration 19Q: 3 clusters Score -5764018 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5764099.000000 Penalty: 5307.291016
	Iteration 20F: 3 clusters Score -5764099 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5764115.000000 Penalty: 5307.291016
	Iteration 21Q: 3 clusters Score -5764115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5764167.500000 Penalty: 5307.291016
	Iteration 22Q: 3 clusters Score -5764168 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5764199.000000 Penalty: 5307.291016
	Iteration 23Q: 3 clusters Score -5764199 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -5764202.500000 Penalty: 5307.291016
	Iteration 24Q: 3 clusters Score -5764202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -5764210.000000 Penalty: 5307.291016
	Iteration 25Q: 3 clusters Score -5764210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5764216.000000 Penalty: 5307.291016
	Iteration 26Q: 3 clusters Score -5764216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5764238.000000 Penalty: 5307.291016
	Iteration 27Q: 3 clusters Score -5764238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5764239.000000 Penalty: 5307.291016
	Iteration 28Q: 3 clusters Score -5764239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5764257.500000 Penalty: 5307.291016
	Iteration 29Q: 3 clusters Score -5764258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5764257.500000 Penalty: 5307.291016
	Iteration 30Q: 3 clusters Score -5764258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5764283.000000 Penalty: 5307.291016
	Iteration 31Q: 3 clusters Score -5764283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5764286.000000 Penalty: 5307.291016
	Iteration 32Q: 3 clusters Score -5764286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5764285.500000 Penalty: 5307.291016
	Iteration 33Q: 3 clusters Score -5764286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5764299.500000 Penalty: 5307.291016
	Iteration 34Q: 3 clusters Score -5764300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5764294.000000 Penalty: 5307.291016
	Iteration 35Q: 3 clusters Score -5764294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5764296.500000 Penalty: 5307.291016
	Iteration 36Q: 3 clusters Score -5764296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5764309.000000 Penalty: 5307.291016
	Iteration 37Q: 3 clusters Score -5764309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5764313.000000 Penalty: 5307.291016
	Iteration 38Q: 3 clusters Score -5764313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5764310.000000 Penalty: 5307.291016
	Iteration 39Q: 3 clusters Score -5764310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5764310.000000 Penalty: 5307.291016
	Iteration 40F: 3 clusters Score -5764310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5764306.500000 Penalty: 5307.291016
	Iteration 41Q: 3 clusters Score -5764306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5764311.500000 Penalty: 5307.291016
	Iteration 42Q: 3 clusters Score -5764312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5764312.000000 Penalty: 5307.291016
	Iteration 43Q: 3 clusters Score -5764312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5764319.000000 Penalty: 5307.291016
	Iteration 44Q: 3 clusters Score -5764319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5764321.500000 Penalty: 5307.291016
	Iteration 45Q: 3 clusters Score -5764322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5764320.500000 Penalty: 5307.291016
	Iteration 46Q: 3 clusters Score -5764320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5764320.500000 Penalty: 5307.291016
	Iteration 47Q: 3 clusters Score -5764320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5764318.500000 Penalty: 5307.291016
	Iteration 48Q: 3 clusters Score -5764318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5764317.500000 Penalty: 5307.291016
	Iteration 49Q: 3 clusters Score -5764318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5764317.500000 Penalty: 5307.291016
	Iteration 50Q: 3 clusters Score -5764318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5764324.000000 Penalty: 5307.291016
	Iteration 51Q: 3 clusters Score -5764324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5764324.000000 Penalty: 5307.291016
	Iteration 52F: 3 clusters Score -5764324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -175396.718750 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -175396.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -173276.546875 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -173276.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -174155.359375 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -174155.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174519.734375 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -174519.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174886.156250 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -174886.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -175270.906250 Penalty: 3630.652832
	Iteration 4F: 3 clusters Score -175270.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -175649.984375 Penalty: 3630.652832
	Iteration 5F: 3 clusters Score -175650 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -176119.953125 Penalty: 3630.652832
	Iteration 6F: 3 clusters Score -176120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176536.937500 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -176536.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -176676.750000 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -176676.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -176752.234375 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -176752.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176819.031250 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -176819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176877.156250 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -176877.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -176937.140625 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -176937.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -176999.031250 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -176999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -177094.109375 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -177094.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177191.968750 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -177192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -177268.593750 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -177268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -177346.187500 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -177346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -177393.187500 Penalty: 3630.652832
	Iteration 18Q: 3 clusters Score -177393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -177407.718750 Penalty: 3630.652832
	Iteration 19Q: 3 clusters Score -177407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -177429.375000 Penalty: 3630.652832
	Iteration 20F: 3 clusters Score -177429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177447.531250 Penalty: 3630.652832
	Iteration 21Q: 3 clusters Score -177447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177447.531250 Penalty: 3630.652832
	Iteration 22F: 3 clusters Score -177447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19755 members 
Mstep: Class 5 contains 10897 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 26638 members 
Mstep: Class 8 contains 5715 members 
Mstep: Class 9 contains 13198 members 
Mstep: Class 10 contains 14339 members 
Mstep: Class 11 contains 147985 members 
Mstep: Class 12 contains 8909 members 
Mstep: Class 13 contains 44364 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 565 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 2316 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 21 contains 7154 members 
Entering Unmasked Estep 
Score: -42892380.000000 Penalty: 59960.500000
Splitting cluster 14 changes total score from -42891680.000000 to -42892380.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 16 (10305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Entering Unmasked Estep 
Score: -1334822.875000 Penalty: 2291.615234
	Iteration 0F: 2 clusters Score -1334823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1326937.250000 Penalty: 4583.230469
	Iteration 0F: 3 clusters Score -1326937 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1329533.000000 Penalty: 4583.230469
	Iteration 1F: 3 clusters Score -1329533 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1329960.125000 Penalty: 4583.230469
	Iteration 2F: 3 clusters Score -1329960 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1330348.500000 Penalty: 4583.230469
	Iteration 3F: 3 clusters Score -1330348 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1330697.875000 Penalty: 4583.230469
	Iteration 4F: 3 clusters Score -1330698 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1331027.000000 Penalty: 4583.230469
	Iteration 5F: 3 clusters Score -1331027 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1331354.875000 Penalty: 4583.230469
	Iteration 6Q: 3 clusters Score -1331355 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1331653.250000 Penalty: 4583.230469
	Iteration 7Q: 3 clusters Score -1331653 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1331936.875000 Penalty: 4583.230469
	Iteration 8Q: 3 clusters Score -1331937 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1332178.500000 Penalty: 4583.230469
	Iteration 9Q: 3 clusters Score -1332178 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1332323.500000 Penalty: 4583.230469
	Iteration 10Q: 3 clusters Score -1332324 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1332442.625000 Penalty: 4583.230469
	Iteration 11Q: 3 clusters Score -1332443 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1332537.125000 Penalty: 4583.230469
	Iteration 12Q: 3 clusters Score -1332537 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1332611.625000 Penalty: 4583.230469
	Iteration 13Q: 3 clusters Score -1332612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1332662.625000 Penalty: 4583.230469
	Iteration 14Q: 3 clusters Score -1332663 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1332711.750000 Penalty: 4583.230469
	Iteration 15Q: 3 clusters Score -1332712 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1332743.625000 Penalty: 4583.230469
	Iteration 16Q: 3 clusters Score -1332744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1332769.125000 Penalty: 4583.230469
	Iteration 17Q: 3 clusters Score -1332769 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1332794.750000 Penalty: 4583.230469
	Iteration 18Q: 3 clusters Score -1332795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1332821.500000 Penalty: 4583.230469
	Iteration 19Q: 3 clusters Score -1332822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1332851.750000 Penalty: 4583.230469
	Iteration 20F: 3 clusters Score -1332852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1332890.875000 Penalty: 4583.230469
	Iteration 21Q: 3 clusters Score -1332891 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1332934.250000 Penalty: 4583.230469
	Iteration 22Q: 3 clusters Score -1332934 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1332985.875000 Penalty: 4583.230469
	Iteration 23Q: 3 clusters Score -1332986 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1333049.125000 Penalty: 4583.230469
	Iteration 24Q: 3 clusters Score -1333049 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1333134.000000 Penalty: 4583.230469
	Iteration 25Q: 3 clusters Score -1333134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1333201.625000 Penalty: 4583.230469
	Iteration 26Q: 3 clusters Score -1333202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1333263.625000 Penalty: 4583.230469
	Iteration 27Q: 3 clusters Score -1333264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1333317.125000 Penalty: 4583.230469
	Iteration 28Q: 3 clusters Score -1333317 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1333366.000000 Penalty: 4583.230469
	Iteration 29Q: 3 clusters Score -1333366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1333410.500000 Penalty: 4583.230469
	Iteration 30Q: 3 clusters Score -1333410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1333440.500000 Penalty: 4583.230469
	Iteration 31Q: 3 clusters Score -1333440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1333463.500000 Penalty: 4583.230469
	Iteration 32Q: 3 clusters Score -1333464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1333481.250000 Penalty: 4583.230469
	Iteration 33Q: 3 clusters Score -1333481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1333495.375000 Penalty: 4583.230469
	Iteration 34Q: 3 clusters Score -1333495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1333509.625000 Penalty: 4583.230469
	Iteration 35Q: 3 clusters Score -1333510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1333519.750000 Penalty: 4583.230469
	Iteration 36Q: 3 clusters Score -1333520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1333536.750000 Penalty: 4583.230469
	Iteration 37Q: 3 clusters Score -1333537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1333545.375000 Penalty: 4583.230469
	Iteration 38Q: 3 clusters Score -1333545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1333554.750000 Penalty: 4583.230469
	Iteration 39Q: 3 clusters Score -1333555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1333562.250000 Penalty: 4583.230469
	Iteration 40F: 3 clusters Score -1333562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1333569.875000 Penalty: 4583.230469
	Iteration 41Q: 3 clusters Score -1333570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1333578.250000 Penalty: 4583.230469
	Iteration 42Q: 3 clusters Score -1333578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1333579.750000 Penalty: 4583.230469
	Iteration 43Q: 3 clusters Score -1333580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1333584.750000 Penalty: 4583.230469
	Iteration 44Q: 3 clusters Score -1333585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1333586.500000 Penalty: 4583.230469
	Iteration 45Q: 3 clusters Score -1333586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1333588.500000 Penalty: 4583.230469
	Iteration 46Q: 3 clusters Score -1333588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1333592.750000 Penalty: 4583.230469
	Iteration 47Q: 3 clusters Score -1333593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1333593.125000 Penalty: 4583.230469
	Iteration 48Q: 3 clusters Score -1333593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1333595.250000 Penalty: 4583.230469
	Iteration 49Q: 3 clusters Score -1333595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1333597.875000 Penalty: 4583.230469
	Iteration 50Q: 3 clusters Score -1333598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1333600.750000 Penalty: 4583.230469
	Iteration 51Q: 3 clusters Score -1333601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1333604.125000 Penalty: 4583.230469
	Iteration 52Q: 3 clusters Score -1333604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1333603.625000 Penalty: 4583.230469
	Iteration 53Q: 3 clusters Score -1333604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1333603.375000 Penalty: 4583.230469
	Iteration 54Q: 3 clusters Score -1333603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1333604.500000 Penalty: 4583.230469
	Iteration 55Q: 3 clusters Score -1333604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1333606.000000 Penalty: 4583.230469
	Iteration 56Q: 3 clusters Score -1333606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1333606.000000 Penalty: 4583.230469
	Iteration 57Q: 3 clusters Score -1333606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1333606.000000 Penalty: 4583.230469
	Iteration 58F: 3 clusters Score -1333606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Entering Unmasked Estep 
Score: -282112.000000 Penalty: 1921.404053
	Iteration 0F: 2 clusters Score -282112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -279284.468750 Penalty: 3842.808105
	Iteration 0F: 3 clusters Score -279284.5 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -279789.281250 Penalty: 3842.808105
	Iteration 1F: 3 clusters Score -279789.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -279924.625000 Penalty: 3842.808105
	Iteration 2F: 3 clusters Score -279924.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -279997.625000 Penalty: 3842.808105
	Iteration 3Q: 3 clusters Score -279997.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -280056.968750 Penalty: 3842.808105
	Iteration 4Q: 3 clusters Score -280057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -280107.718750 Penalty: 3842.808105
	Iteration 5Q: 3 clusters Score -280107.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -280154.531250 Penalty: 3842.808105
	Iteration 6Q: 3 clusters Score -280154.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -280194.437500 Penalty: 3842.808105
	Iteration 7Q: 3 clusters Score -280194.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -280235.968750 Penalty: 3842.808105
	Iteration 8Q: 3 clusters Score -280236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -280273.000000 Penalty: 3842.808105
	Iteration 9Q: 3 clusters Score -280273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -280301.312500 Penalty: 3842.808105
	Iteration 10Q: 3 clusters Score -280301.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -280324.875000 Penalty: 3842.808105
	Iteration 11Q: 3 clusters Score -280324.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -280338.000000 Penalty: 3842.808105
	Iteration 12Q: 3 clusters Score -280338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -280349.156250 Penalty: 3842.808105
	Iteration 13Q: 3 clusters Score -280349.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -280359.312500 Penalty: 3842.808105
	Iteration 14Q: 3 clusters Score -280359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -280366.406250 Penalty: 3842.808105
	Iteration 15Q: 3 clusters Score -280366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -280376.000000 Penalty: 3842.808105
	Iteration 16Q: 3 clusters Score -280376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -280387.968750 Penalty: 3842.808105
	Iteration 17Q: 3 clusters Score -280388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -280398.531250 Penalty: 3842.808105
	Iteration 18Q: 3 clusters Score -280398.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -280405.968750 Penalty: 3842.808105
	Iteration 19Q: 3 clusters Score -280406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -280412.062500 Penalty: 3842.808105
	Iteration 20F: 3 clusters Score -280412.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -280419.562500 Penalty: 3842.808105
	Iteration 21Q: 3 clusters Score -280419.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -280432.812500 Penalty: 3842.808105
	Iteration 22Q: 3 clusters Score -280432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -280444.031250 Penalty: 3842.808105
	Iteration 23Q: 3 clusters Score -280444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -280456.718750 Penalty: 3842.808105
	Iteration 24Q: 3 clusters Score -280456.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -280467.968750 Penalty: 3842.808105
	Iteration 25Q: 3 clusters Score -280468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -280485.750000 Penalty: 3842.808105
	Iteration 26Q: 3 clusters Score -280485.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -280505.687500 Penalty: 3842.808105
	Iteration 27Q: 3 clusters Score -280505.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -280536.250000 Penalty: 3842.808105
	Iteration 28Q: 3 clusters Score -280536.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -280571.531250 Penalty: 3842.808105
	Iteration 29Q: 3 clusters Score -280571.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -280594.718750 Penalty: 3842.808105
	Iteration 30Q: 3 clusters Score -280594.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -280614.125000 Penalty: 3842.808105
	Iteration 31Q: 3 clusters Score -280614.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -280639.843750 Penalty: 3842.808105
	Iteration 32Q: 3 clusters Score -280639.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -280663.968750 Penalty: 3842.808105
	Iteration 33Q: 3 clusters Score -280664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -280684.218750 Penalty: 3842.808105
	Iteration 34Q: 3 clusters Score -280684.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -280704.437500 Penalty: 3842.808105
	Iteration 35Q: 3 clusters Score -280704.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -280724.625000 Penalty: 3842.808105
	Iteration 36Q: 3 clusters Score -280724.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -280740.750000 Penalty: 3842.808105
	Iteration 37Q: 3 clusters Score -280740.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -280753.125000 Penalty: 3842.808105
	Iteration 38Q: 3 clusters Score -280753.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -280767.406250 Penalty: 3842.808105
	Iteration 39Q: 3 clusters Score -280767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -280774.812500 Penalty: 3842.808105
	Iteration 40F: 3 clusters Score -280774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -280779.906250 Penalty: 3842.808105
	Iteration 41Q: 3 clusters Score -280779.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -280785.281250 Penalty: 3842.808105
	Iteration 42Q: 3 clusters Score -280785.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -280791.031250 Penalty: 3842.808105
	Iteration 43Q: 3 clusters Score -280791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -280794.656250 Penalty: 3842.808105
	Iteration 44Q: 3 clusters Score -280794.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -280801.437500 Penalty: 3842.808105
	Iteration 45Q: 3 clusters Score -280801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -280809.406250 Penalty: 3842.808105
	Iteration 46Q: 3 clusters Score -280809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -280811.125000 Penalty: 3842.808105
	Iteration 47Q: 3 clusters Score -280811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -280812.343750 Penalty: 3842.808105
	Iteration 48Q: 3 clusters Score -280812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -280815.000000 Penalty: 3842.808105
	Iteration 49Q: 3 clusters Score -280815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -280820.656250 Penalty: 3842.808105
	Iteration 50Q: 3 clusters Score -280820.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -280829.593750 Penalty: 3842.808105
	Iteration 51Q: 3 clusters Score -280829.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -280836.375000 Penalty: 3842.808105
	Iteration 52Q: 3 clusters Score -280836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -280840.812500 Penalty: 3842.808105
	Iteration 53Q: 3 clusters Score -280840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -280845.625000 Penalty: 3842.808105
	Iteration 54Q: 3 clusters Score -280845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -280851.875000 Penalty: 3842.808105
	Iteration 55Q: 3 clusters Score -280851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -280857.312500 Penalty: 3842.808105
	Iteration 56Q: 3 clusters Score -280857.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -280864.687500 Penalty: 3842.808105
	Iteration 57Q: 3 clusters Score -280864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -280867.937500 Penalty: 3842.808105
	Iteration 58Q: 3 clusters Score -280867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -280870.187500 Penalty: 3842.808105
	Iteration 59Q: 3 clusters Score -280870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -280874.812500 Penalty: 3842.808105
	Iteration 60F: 3 clusters Score -280874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -280875.718750 Penalty: 3842.808105
	Iteration 61Q: 3 clusters Score -280875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -280875.718750 Penalty: 3842.808105
	Iteration 62F: 3 clusters Score -280875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -163521.015625 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -163521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161373.875000 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -161373.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -162089.046875 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -162089 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162462.296875 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -162462.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -162925.218750 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -162925.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -163405.562500 Penalty: 3598.773438
	Iteration 4F: 3 clusters Score -163405.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163795.750000 Penalty: 3598.773438
	Iteration 5F: 3 clusters Score -163795.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -164129.125000 Penalty: 3598.773438
	Iteration 6F: 3 clusters Score -164129.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -164774.109375 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -164774.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -164961.312500 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -164961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -164980.171875 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -164980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -164980.171875 Penalty: 3598.773438
	Iteration 10F: 3 clusters Score -164980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19755 members 
Mstep: Class 5 contains 10897 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 26638 members 
Mstep: Class 8 contains 5715 members 
Mstep: Class 9 contains 13198 members 
Mstep: Class 10 contains 14339 members 
Mstep: Class 11 contains 147985 members 
Mstep: Class 12 contains 8909 members 
Mstep: Class 13 contains 44364 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 565 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 2316 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 21 contains 7154 members 
Entering Unmasked Estep 
Score: -42892452.000000 Penalty: 63116.312500
Splitting cluster 18 changes total score from -42891680.000000 to -42892452.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 21 (7154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Entering Unmasked Estep 
Score: -925283.500000 Penalty: 2201.105957
	Iteration 0F: 2 clusters Score -925283.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -919433.625000 Penalty: 4402.211914
	Iteration 0F: 3 clusters Score -919433.6 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -920902.750000 Penalty: 4402.211914
	Iteration 1F: 3 clusters Score -920902.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -921164.250000 Penalty: 4402.211914
	Iteration 2F: 3 clusters Score -921164.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -921338.125000 Penalty: 4402.211914
	Iteration 3Q: 3 clusters Score -921338.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -921484.187500 Penalty: 4402.211914
	Iteration 4Q: 3 clusters Score -921484.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -921597.312500 Penalty: 4402.211914
	Iteration 5Q: 3 clusters Score -921597.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -921708.437500 Penalty: 4402.211914
	Iteration 6Q: 3 clusters Score -921708.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -921837.000000 Penalty: 4402.211914
	Iteration 7Q: 3 clusters Score -921837 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -921983.062500 Penalty: 4402.211914
	Iteration 8Q: 3 clusters Score -921983.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -922155.750000 Penalty: 4402.211914
	Iteration 9Q: 3 clusters Score -922155.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -922319.875000 Penalty: 4402.211914
	Iteration 10Q: 3 clusters Score -922319.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -922477.187500 Penalty: 4402.211914
	Iteration 11Q: 3 clusters Score -922477.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -922604.625000 Penalty: 4402.211914
	Iteration 12Q: 3 clusters Score -922604.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -922729.125000 Penalty: 4402.211914
	Iteration 13Q: 3 clusters Score -922729.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -922864.750000 Penalty: 4402.211914
	Iteration 14Q: 3 clusters Score -922864.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -922972.937500 Penalty: 4402.211914
	Iteration 15Q: 3 clusters Score -922972.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -923066.437500 Penalty: 4402.211914
	Iteration 16Q: 3 clusters Score -923066.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -923150.687500 Penalty: 4402.211914
	Iteration 17Q: 3 clusters Score -923150.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -923190.687500 Penalty: 4402.211914
	Iteration 18Q: 3 clusters Score -923190.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -923229.687500 Penalty: 4402.211914
	Iteration 19Q: 3 clusters Score -923229.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -923266.687500 Penalty: 4402.211914
	Iteration 20F: 3 clusters Score -923266.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -923298.312500 Penalty: 4402.211914
	Iteration 21Q: 3 clusters Score -923298.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -923321.062500 Penalty: 4402.211914
	Iteration 22Q: 3 clusters Score -923321.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -923344.125000 Penalty: 4402.211914
	Iteration 23Q: 3 clusters Score -923344.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -923350.500000 Penalty: 4402.211914
	Iteration 24Q: 3 clusters Score -923350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -923352.937500 Penalty: 4402.211914
	Iteration 25Q: 3 clusters Score -923352.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -923355.187500 Penalty: 4402.211914
	Iteration 26Q: 3 clusters Score -923355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -923356.250000 Penalty: 4402.211914
	Iteration 27Q: 3 clusters Score -923356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -923359.875000 Penalty: 4402.211914
	Iteration 28Q: 3 clusters Score -923359.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -923365.187500 Penalty: 4402.211914
	Iteration 29Q: 3 clusters Score -923365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -923368.937500 Penalty: 4402.211914
	Iteration 30Q: 3 clusters Score -923368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -923370.500000 Penalty: 4402.211914
	Iteration 31Q: 3 clusters Score -923370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -923373.125000 Penalty: 4402.211914
	Iteration 32Q: 3 clusters Score -923373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -923377.125000 Penalty: 4402.211914
	Iteration 33Q: 3 clusters Score -923377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -923381.250000 Penalty: 4402.211914
	Iteration 34Q: 3 clusters Score -923381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -923385.000000 Penalty: 4402.211914
	Iteration 35Q: 3 clusters Score -923385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -923383.812500 Penalty: 4402.211914
	Iteration 36Q: 3 clusters Score -923383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -923388.062500 Penalty: 4402.211914
	Iteration 37Q: 3 clusters Score -923388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -923393.187500 Penalty: 4402.211914
	Iteration 38Q: 3 clusters Score -923393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -923396.875000 Penalty: 4402.211914
	Iteration 39Q: 3 clusters Score -923396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -923399.375000 Penalty: 4402.211914
	Iteration 40F: 3 clusters Score -923399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -923399.437500 Penalty: 4402.211914
	Iteration 41Q: 3 clusters Score -923399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -923400.375000 Penalty: 4402.211914
	Iteration 42Q: 3 clusters Score -923400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -923400.375000 Penalty: 4402.211914
	Iteration 43F: 3 clusters Score -923400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19755 members 
Mstep: Class 5 contains 10897 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 26638 members 
Mstep: Class 8 contains 5715 members 
Mstep: Class 9 contains 13198 members 
Mstep: Class 10 contains 14339 members 
Mstep: Class 11 contains 147985 members 
Mstep: Class 12 contains 8909 members 
Mstep: Class 13 contains 44364 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 2316 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 21 contains 7154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892556.000000 Penalty: 63116.312500
Iteration 79Q: 21 clusters Score -4.289256e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 19761 members 
Mstep: Class 5 contains 10896 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 26637 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 14356 members 
Mstep: Class 11 contains 147949 members 
Mstep: Class 12 contains 8926 members 
Mstep: Class 13 contains 44338 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 2285 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 21 contains 7148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892608.000000 Penalty: 63116.312500
Iteration 80F: 21 clusters Score -4.289261e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 19761 members 
Mstep: Class 5 contains 10894 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 26649 members 
Mstep: Class 8 contains 5697 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 14372 members 
Mstep: Class 11 contains 147919 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 44324 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 21 contains 7138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892636.000000 Penalty: 63116.312500
Iteration 81Q: 21 clusters Score -4.289264e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19760 members 
Mstep: Class 5 contains 10892 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 26670 members 
Mstep: Class 8 contains 5687 members 
Mstep: Class 9 contains 13192 members 
Mstep: Class 10 contains 14384 members 
Mstep: Class 11 contains 147903 members 
Mstep: Class 12 contains 8964 members 
Mstep: Class 13 contains 44305 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 2261 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892608.000000 Penalty: 63116.312500
Iteration 82Q: 21 clusters Score -4.289261e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 19761 members 
Mstep: Class 5 contains 10892 members 
Mstep: Class 6 contains 2915 members 
Mstep: Class 7 contains 26674 members 
Mstep: Class 8 contains 5684 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 14393 members 
Mstep: Class 11 contains 147893 members 
Mstep: Class 12 contains 8972 members 
Mstep: Class 13 contains 44294 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10308 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892640.000000 Penalty: 63116.312500
Iteration 83Q: 21 clusters Score -4.289264e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 19761 members 
Mstep: Class 5 contains 10896 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 26691 members 
Mstep: Class 8 contains 5679 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 14401 members 
Mstep: Class 11 contains 147878 members 
Mstep: Class 12 contains 8985 members 
Mstep: Class 13 contains 44282 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10309 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892664.000000 Penalty: 63116.312500
Iteration 84Q: 21 clusters Score -4.289266e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 7608 members 
Mstep: Class 4 contains 19758 members 
Mstep: Class 5 contains 10899 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 26701 members 
Mstep: Class 8 contains 5678 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 10 contains 14414 members 
Mstep: Class 11 contains 147860 members 
Mstep: Class 12 contains 8992 members 
Mstep: Class 13 contains 44273 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10308 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892664.000000 Penalty: 63116.312500
Iteration 85Q: 21 clusters Score -4.289266e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 19756 members 
Mstep: Class 5 contains 10901 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 26711 members 
Mstep: Class 8 contains 5672 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 147840 members 
Mstep: Class 12 contains 8998 members 
Mstep: Class 13 contains 44261 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10309 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892764.000000 Penalty: 63116.312500
Iteration 86Q: 21 clusters Score -4.289276e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 19756 members 
Mstep: Class 5 contains 10901 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 26717 members 
Mstep: Class 8 contains 5668 members 
Mstep: Class 9 contains 13186 members 
Mstep: Class 10 contains 14436 members 
Mstep: Class 11 contains 147827 members 
Mstep: Class 12 contains 9010 members 
Mstep: Class 13 contains 44247 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10311 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892704.000000 Penalty: 63116.312500
Iteration 87Q: 21 clusters Score -4.28927e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 19762 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 26727 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 13183 members 
Mstep: Class 10 contains 14445 members 
Mstep: Class 11 contains 147810 members 
Mstep: Class 12 contains 9023 members 
Mstep: Class 13 contains 44237 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892768.000000 Penalty: 63116.312500
Iteration 88Q: 21 clusters Score -4.289277e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 19764 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 2960 members 
Mstep: Class 7 contains 26731 members 
Mstep: Class 8 contains 5675 members 
Mstep: Class 9 contains 13182 members 
Mstep: Class 10 contains 14458 members 
Mstep: Class 11 contains 147793 members 
Mstep: Class 12 contains 9039 members 
Mstep: Class 13 contains 44225 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10311 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892824.000000 Penalty: 63116.312500
Iteration 89Q: 21 clusters Score -4.289282e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 7607 members 
Mstep: Class 4 contains 19766 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 2964 members 
Mstep: Class 7 contains 26745 members 
Mstep: Class 8 contains 5682 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 147781 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 44210 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10309 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892936.000000 Penalty: 63116.312500
Iteration 90Q: 21 clusters Score -4.289294e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 7604 members 
Mstep: Class 4 contains 19768 members 
Mstep: Class 5 contains 10900 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 26764 members 
Mstep: Class 8 contains 5679 members 
Mstep: Class 9 contains 13180 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 147763 members 
Mstep: Class 12 contains 9073 members 
Mstep: Class 13 contains 44202 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892996.000000 Penalty: 63116.312500
Iteration 91Q: 21 clusters Score -4.2893e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 7602 members 
Mstep: Class 4 contains 19769 members 
Mstep: Class 5 contains 10899 members 
Mstep: Class 6 contains 2979 members 
Mstep: Class 7 contains 26778 members 
Mstep: Class 8 contains 5674 members 
Mstep: Class 9 contains 13180 members 
Mstep: Class 10 contains 14494 members 
Mstep: Class 11 contains 147754 members 
Mstep: Class 12 contains 9084 members 
Mstep: Class 13 contains 44186 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893028.000000 Penalty: 63116.312500
Iteration 92Q: 21 clusters Score -4.289303e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 7600 members 
Mstep: Class 4 contains 19770 members 
Mstep: Class 5 contains 10896 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 26790 members 
Mstep: Class 8 contains 5676 members 
Mstep: Class 9 contains 13180 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 147739 members 
Mstep: Class 12 contains 9102 members 
Mstep: Class 13 contains 44174 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893004.000000 Penalty: 63116.312500
Iteration 93Q: 21 clusters Score -4.2893e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 7599 members 
Mstep: Class 4 contains 19772 members 
Mstep: Class 5 contains 10896 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 26802 members 
Mstep: Class 8 contains 5676 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 147726 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10310 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893020.000000 Penalty: 63116.312500
Iteration 94Q: 21 clusters Score -4.289302e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 4 contains 19772 members 
Mstep: Class 5 contains 10896 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 26815 members 
Mstep: Class 8 contains 5670 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 10 contains 14517 members 
Mstep: Class 11 contains 147713 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 44160 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10311 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893044.000000 Penalty: 63116.312500
Iteration 95Q: 21 clusters Score -4.289304e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 19770 members 
Mstep: Class 5 contains 10900 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 26831 members 
Mstep: Class 8 contains 5666 members 
Mstep: Class 9 contains 13180 members 
Mstep: Class 10 contains 14521 members 
Mstep: Class 11 contains 147705 members 
Mstep: Class 12 contains 9169 members 
Mstep: Class 13 contains 44146 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10306 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893056.000000 Penalty: 63116.312500
Iteration 96Q: 21 clusters Score -4.289306e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 19773 members 
Mstep: Class 5 contains 10897 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 26843 members 
Mstep: Class 8 contains 5658 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 10 contains 14522 members 
Mstep: Class 11 contains 147696 members 
Mstep: Class 12 contains 9192 members 
Mstep: Class 13 contains 44133 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10306 members 
Mstep: Class 17 contains 2022 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893072.000000 Penalty: 63116.312500
Iteration 97Q: 21 clusters Score -4.289307e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 19775 members 
Mstep: Class 5 contains 10897 members 
Mstep: Class 6 contains 3028 members 
Mstep: Class 7 contains 26854 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 13182 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 11 contains 147693 members 
Mstep: Class 12 contains 9222 members 
Mstep: Class 13 contains 44119 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10302 members 
Mstep: Class 17 contains 1993 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893148.000000 Penalty: 63116.312500
Iteration 98Q: 21 clusters Score -4.289315e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 19778 members 
Mstep: Class 5 contains 10897 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 26864 members 
Mstep: Class 8 contains 5643 members 
Mstep: Class 9 contains 13184 members 
Mstep: Class 10 contains 14532 members 
Mstep: Class 11 contains 147684 members 
Mstep: Class 12 contains 9243 members 
Mstep: Class 13 contains 44100 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10301 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893128.000000 Penalty: 63116.312500
Iteration 99Q: 21 clusters Score -4.289313e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 7595 members 
Mstep: Class 4 contains 19783 members 
Mstep: Class 5 contains 10892 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 26874 members 
Mstep: Class 8 contains 5649 members 
Mstep: Class 9 contains 13183 members 
Mstep: Class 10 contains 14542 members 
Mstep: Class 11 contains 147670 members 
Mstep: Class 12 contains 9275 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893208.000000 Penalty: 63116.312500
Iteration 100F: 21 clusters Score -4.289321e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 19786 members 
Mstep: Class 5 contains 10889 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 26887 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 13183 members 
Mstep: Class 10 contains 14554 members 
Mstep: Class 11 contains 147650 members 
Mstep: Class 12 contains 9305 members 
Mstep: Class 13 contains 44040 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10300 members 
Mstep: Class 17 contains 1905 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893280.000000 Penalty: 63116.312500
Iteration 101Q: 21 clusters Score -4.289328e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 19787 members 
Mstep: Class 5 contains 10889 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 26898 members 
Mstep: Class 8 contains 5650 members 
Mstep: Class 9 contains 13184 members 
Mstep: Class 10 contains 14564 members 
Mstep: Class 11 contains 147637 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10301 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893452.000000 Penalty: 63116.312500
Iteration 102Q: 21 clusters Score -4.289345e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 7591 members 
Mstep: Class 4 contains 19787 members 
Mstep: Class 5 contains 10890 members 
Mstep: Class 6 contains 3096 members 
Mstep: Class 7 contains 26904 members 
Mstep: Class 8 contains 5643 members 
Mstep: Class 9 contains 13184 members 
Mstep: Class 10 contains 14571 members 
Mstep: Class 11 contains 147621 members 
Mstep: Class 12 contains 9397 members 
Mstep: Class 13 contains 43991 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10306 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893504.000000 Penalty: 63116.312500
Iteration 103Q: 21 clusters Score -4.28935e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 7590 members 
Mstep: Class 4 contains 19782 members 
Mstep: Class 5 contains 10889 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 7 contains 26918 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 147609 members 
Mstep: Class 12 contains 9450 members 
Mstep: Class 13 contains 43966 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10306 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893588.000000 Penalty: 63116.312500
Iteration 104Q: 21 clusters Score -4.289359e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 7589 members 
Mstep: Class 4 contains 19783 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 3123 members 
Mstep: Class 7 contains 26933 members 
Mstep: Class 8 contains 5629 members 
Mstep: Class 9 contains 13190 members 
Mstep: Class 10 contains 14603 members 
Mstep: Class 11 contains 147595 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 43949 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 1729 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7049 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 21 clusters Score -4.289364e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 7589 members 
Mstep: Class 4 contains 19784 members 
Mstep: Class 5 contains 10881 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 26944 members 
Mstep: Class 8 contains 5620 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 14621 members 
Mstep: Class 11 contains 147584 members 
Mstep: Class 12 contains 9518 members 
Mstep: Class 13 contains 43931 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7046 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 21 clusters Score -4.289367e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 7590 members 
Mstep: Class 4 contains 19788 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 26954 members 
Mstep: Class 8 contains 5623 members 
Mstep: Class 9 contains 13199 members 
Mstep: Class 10 contains 14628 members 
Mstep: Class 11 contains 147571 members 
Mstep: Class 12 contains 9546 members 
Mstep: Class 13 contains 43914 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10300 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7046 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 21 clusters Score -4.28937e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2673 members 
Mstep: Class 3 contains 7590 members 
Mstep: Class 4 contains 19789 members 
Mstep: Class 5 contains 10885 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 26981 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 14644 members 
Mstep: Class 11 contains 147554 members 
Mstep: Class 12 contains 9568 members 
Mstep: Class 13 contains 43902 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10293 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7047 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 21 clusters Score -4.289382e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 7586 members 
Mstep: Class 4 contains 19796 members 
Mstep: Class 5 contains 10885 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 27002 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 14651 members 
Mstep: Class 11 contains 147528 members 
Mstep: Class 12 contains 9589 members 
Mstep: Class 13 contains 43886 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10290 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7049 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 21 clusters Score -4.289392e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 7584 members 
Mstep: Class 4 contains 19796 members 
Mstep: Class 5 contains 10885 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 27012 members 
Mstep: Class 8 contains 5610 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 14652 members 
Mstep: Class 11 contains 147512 members 
Mstep: Class 12 contains 9616 members 
Mstep: Class 13 contains 43875 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10285 members 
Mstep: Class 17 contains 1549 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7048 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 21 clusters Score -4.289397e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 7583 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 10882 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 27025 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 14656 members 
Mstep: Class 11 contains 147504 members 
Mstep: Class 12 contains 9621 members 
Mstep: Class 13 contains 43875 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10278 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7048 members 
Entering Unmasked Estep 
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Iteration 111Q: 21 clusters Score -4.289399e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 7584 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 10883 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 27037 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 14664 members 
Mstep: Class 11 contains 147493 members 
Mstep: Class 12 contains 9623 members 
Mstep: Class 13 contains 43874 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10277 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894080.000000 Penalty: 63116.312500
Iteration 112Q: 21 clusters Score -4.289408e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 7583 members 
Mstep: Class 4 contains 19802 members 
Mstep: Class 5 contains 10883 members 
Mstep: Class 6 contains 3191 members 
Mstep: Class 7 contains 27051 members 
Mstep: Class 8 contains 5593 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 14668 members 
Mstep: Class 11 contains 147477 members 
Mstep: Class 12 contains 9628 members 
Mstep: Class 13 contains 43877 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10270 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894028.000000 Penalty: 63116.312500
Iteration 113Q: 21 clusters Score -4.289403e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 7581 members 
Mstep: Class 4 contains 19802 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 3198 members 
Mstep: Class 7 contains 27054 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 13203 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 147461 members 
Mstep: Class 12 contains 9633 members 
Mstep: Class 13 contains 43881 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10266 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894088.000000 Penalty: 63116.312500
Iteration 114Q: 21 clusters Score -4.289409e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 7581 members 
Mstep: Class 4 contains 19799 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 27061 members 
Mstep: Class 8 contains 5581 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 14676 members 
Mstep: Class 11 contains 147458 members 
Mstep: Class 12 contains 9639 members 
Mstep: Class 13 contains 43881 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10262 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894056.000000 Penalty: 63116.312500
Iteration 115Q: 21 clusters Score -4.289406e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2723 members 
Mstep: Class 3 contains 7580 members 
Mstep: Class 4 contains 19798 members 
Mstep: Class 5 contains 10882 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 27063 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 14679 members 
Mstep: Class 11 contains 147455 members 
Mstep: Class 12 contains 9644 members 
Mstep: Class 13 contains 43883 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894040.000000 Penalty: 63116.312500
Iteration 116Q: 21 clusters Score -4.289404e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 7578 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 10882 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 27062 members 
Mstep: Class 8 contains 5574 members 
Mstep: Class 9 contains 13198 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 147453 members 
Mstep: Class 12 contains 9650 members 
Mstep: Class 13 contains 43888 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10256 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894064.000000 Penalty: 63116.312500
Iteration 117Q: 21 clusters Score -4.289406e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 7578 members 
Mstep: Class 4 contains 19798 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 27062 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 147452 members 
Mstep: Class 12 contains 9663 members 
Mstep: Class 13 contains 43897 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10252 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894132.000000 Penalty: 63116.312500
Iteration 118Q: 21 clusters Score -4.289413e+07 nChanged 124
Entering ConstructFrom: 
Score: -42894132.000000 Penalty: 63116.312500
Entering ConstructFrom: 
Trying to split cluster 1 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -1105878.000000 Penalty: 2245.023926
	Iteration 0F: 2 clusters Score -1105878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1099104.625000 Penalty: 4490.047852
	Iteration 0F: 3 clusters Score -1099105 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1101015.750000 Penalty: 4490.047852
	Iteration 1F: 3 clusters Score -1101016 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1101381.000000 Penalty: 4490.047852
	Iteration 2F: 3 clusters Score -1101381 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1101650.875000 Penalty: 4490.047852
	Iteration 3F: 3 clusters Score -1101651 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1101879.750000 Penalty: 4490.047852
	Iteration 4Q: 3 clusters Score -1101880 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1102106.625000 Penalty: 4490.047852
	Iteration 5Q: 3 clusters Score -1102107 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1102329.375000 Penalty: 4490.047852
	Iteration 6Q: 3 clusters Score -1102329 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1102533.375000 Penalty: 4490.047852
	Iteration 7Q: 3 clusters Score -1102533 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1102707.250000 Penalty: 4490.047852
	Iteration 8Q: 3 clusters Score -1102707 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1102853.500000 Penalty: 4490.047852
	Iteration 9Q: 3 clusters Score -1102854 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1103025.250000 Penalty: 4490.047852
	Iteration 10Q: 3 clusters Score -1103025 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1103201.625000 Penalty: 4490.047852
	Iteration 11Q: 3 clusters Score -1103202 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1103351.250000 Penalty: 4490.047852
	Iteration 12Q: 3 clusters Score -1103351 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1103473.250000 Penalty: 4490.047852
	Iteration 13Q: 3 clusters Score -1103473 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1103611.125000 Penalty: 4490.047852
	Iteration 14Q: 3 clusters Score -1103611 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1103756.125000 Penalty: 4490.047852
	Iteration 15Q: 3 clusters Score -1103756 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1103875.875000 Penalty: 4490.047852
	Iteration 16Q: 3 clusters Score -1103876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1103945.500000 Penalty: 4490.047852
	Iteration 17Q: 3 clusters Score -1103946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1103980.875000 Penalty: 4490.047852
	Iteration 18Q: 3 clusters Score -1103981 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1104002.375000 Penalty: 4490.047852
	Iteration 19Q: 3 clusters Score -1104002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1104017.875000 Penalty: 4490.047852
	Iteration 20F: 3 clusters Score -1104018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1104031.000000 Penalty: 4490.047852
	Iteration 21Q: 3 clusters Score -1104031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1104038.500000 Penalty: 4490.047852
	Iteration 22Q: 3 clusters Score -1104038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1104046.875000 Penalty: 4490.047852
	Iteration 23Q: 3 clusters Score -1104047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1104050.500000 Penalty: 4490.047852
	Iteration 24Q: 3 clusters Score -1104050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1104052.750000 Penalty: 4490.047852
	Iteration 25Q: 3 clusters Score -1104053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1104057.750000 Penalty: 4490.047852
	Iteration 26Q: 3 clusters Score -1104058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1104058.625000 Penalty: 4490.047852
	Iteration 27Q: 3 clusters Score -1104059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1104060.250000 Penalty: 4490.047852
	Iteration 28Q: 3 clusters Score -1104060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1104063.500000 Penalty: 4490.047852
	Iteration 29Q: 3 clusters Score -1104064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1104064.250000 Penalty: 4490.047852
	Iteration 30Q: 3 clusters Score -1104064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1104068.875000 Penalty: 4490.047852
	Iteration 31Q: 3 clusters Score -1104069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1104072.000000 Penalty: 4490.047852
	Iteration 32Q: 3 clusters Score -1104072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1104069.375000 Penalty: 4490.047852
	Iteration 33Q: 3 clusters Score -1104069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1104074.750000 Penalty: 4490.047852
	Iteration 34Q: 3 clusters Score -1104075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1104073.500000 Penalty: 4490.047852
	Iteration 35Q: 3 clusters Score -1104074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1104075.500000 Penalty: 4490.047852
	Iteration 36Q: 3 clusters Score -1104076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1104077.625000 Penalty: 4490.047852
	Iteration 37Q: 3 clusters Score -1104078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1104076.875000 Penalty: 4490.047852
	Iteration 38Q: 3 clusters Score -1104077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1104079.500000 Penalty: 4490.047852
	Iteration 39Q: 3 clusters Score -1104080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1104083.875000 Penalty: 4490.047852
	Iteration 40F: 3 clusters Score -1104084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1104084.125000 Penalty: 4490.047852
	Iteration 41Q: 3 clusters Score -1104084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1104092.125000 Penalty: 4490.047852
	Iteration 42Q: 3 clusters Score -1104092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1104091.000000 Penalty: 4490.047852
	Iteration 43Q: 3 clusters Score -1104091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1104093.375000 Penalty: 4490.047852
	Iteration 44Q: 3 clusters Score -1104093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1104095.875000 Penalty: 4490.047852
	Iteration 45Q: 3 clusters Score -1104096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1104097.250000 Penalty: 4490.047852
	Iteration 46Q: 3 clusters Score -1104097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1104101.500000 Penalty: 4490.047852
	Iteration 47Q: 3 clusters Score -1104102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1104104.375000 Penalty: 4490.047852
	Iteration 48Q: 3 clusters Score -1104104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1104104.250000 Penalty: 4490.047852
	Iteration 49Q: 3 clusters Score -1104104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1104108.250000 Penalty: 4490.047852
	Iteration 50Q: 3 clusters Score -1104108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1104111.625000 Penalty: 4490.047852
	Iteration 51Q: 3 clusters Score -1104112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1104112.750000 Penalty: 4490.047852
	Iteration 52Q: 3 clusters Score -1104113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1104114.375000 Penalty: 4490.047852
	Iteration 53Q: 3 clusters Score -1104114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1104114.875000 Penalty: 4490.047852
	Iteration 54Q: 3 clusters Score -1104115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1104114.125000 Penalty: 4490.047852
	Iteration 55Q: 3 clusters Score -1104114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1104113.375000 Penalty: 4490.047852
	Iteration 56Q: 3 clusters Score -1104113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1104113.500000 Penalty: 4490.047852
	Iteration 57Q: 3 clusters Score -1104114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1104113.000000 Penalty: 4490.047852
	Iteration 58Q: 3 clusters Score -1104113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1104112.625000 Penalty: 4490.047852
	Iteration 59Q: 3 clusters Score -1104113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1104110.750000 Penalty: 4490.047852
	Iteration 60F: 3 clusters Score -1104111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -337671.875000 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -337671.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -334608.750000 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -334608.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -335249.968750 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -335250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -335402.375000 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -335402.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -335503.781250 Penalty: 3925.106445
	Iteration 3Q: 3 clusters Score -335503.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -335564.781250 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -335564.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -335599.625000 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -335599.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -335623.687500 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -335623.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -335642.343750 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -335642.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -335657.750000 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -335657.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -335670.031250 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -335670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -335678.343750 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -335678.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -335684.406250 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -335684.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -335692.656250 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -335692.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -335698.187500 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -335698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -335702.187500 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -335702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -335702.875000 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -335702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -335705.781250 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -335705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -335708.812500 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -335708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -335710.531250 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -335710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -335711.062500 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -335711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -335711.531250 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -335711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Entering Unmasked Estep 
Score: -991958.937500 Penalty: 2215.385010
	Iteration 0F: 2 clusters Score -991958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -985785.187500 Penalty: 4430.770020
	Iteration 0F: 3 clusters Score -985785.2 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -987492.250000 Penalty: 4430.770020
	Iteration 1F: 3 clusters Score -987492.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -987723.250000 Penalty: 4430.770020
	Iteration 2F: 3 clusters Score -987723.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -987868.250000 Penalty: 4430.770020
	Iteration 3Q: 3 clusters Score -987868.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -987966.500000 Penalty: 4430.770020
	Iteration 4Q: 3 clusters Score -987966.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -988054.750000 Penalty: 4430.770020
	Iteration 5Q: 3 clusters Score -988054.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -988133.437500 Penalty: 4430.770020
	Iteration 6Q: 3 clusters Score -988133.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -988202.500000 Penalty: 4430.770020
	Iteration 7Q: 3 clusters Score -988202.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -988279.875000 Penalty: 4430.770020
	Iteration 8Q: 3 clusters Score -988279.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -988365.687500 Penalty: 4430.770020
	Iteration 9Q: 3 clusters Score -988365.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -988462.312500 Penalty: 4430.770020
	Iteration 10Q: 3 clusters Score -988462.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -988569.375000 Penalty: 4430.770020
	Iteration 11Q: 3 clusters Score -988569.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -988712.125000 Penalty: 4430.770020
	Iteration 12Q: 3 clusters Score -988712.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -988871.937500 Penalty: 4430.770020
	Iteration 13Q: 3 clusters Score -988871.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -989041.000000 Penalty: 4430.770020
	Iteration 14Q: 3 clusters Score -989041 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -989197.375000 Penalty: 4430.770020
	Iteration 15Q: 3 clusters Score -989197.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -989363.500000 Penalty: 4430.770020
	Iteration 16Q: 3 clusters Score -989363.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -989531.812500 Penalty: 4430.770020
	Iteration 17Q: 3 clusters Score -989531.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -989672.250000 Penalty: 4430.770020
	Iteration 18Q: 3 clusters Score -989672.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -989765.937500 Penalty: 4430.770020
	Iteration 19Q: 3 clusters Score -989765.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -989857.875000 Penalty: 4430.770020
	Iteration 20F: 3 clusters Score -989857.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -989915.125000 Penalty: 4430.770020
	Iteration 21Q: 3 clusters Score -989915.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -989947.187500 Penalty: 4430.770020
	Iteration 22Q: 3 clusters Score -989947.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -989972.125000 Penalty: 4430.770020
	Iteration 23Q: 3 clusters Score -989972.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -989983.375000 Penalty: 4430.770020
	Iteration 24Q: 3 clusters Score -989983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -989992.500000 Penalty: 4430.770020
	Iteration 25Q: 3 clusters Score -989992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -990000.437500 Penalty: 4430.770020
	Iteration 26Q: 3 clusters Score -990000.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -990006.375000 Penalty: 4430.770020
	Iteration 27Q: 3 clusters Score -990006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -990013.062500 Penalty: 4430.770020
	Iteration 28Q: 3 clusters Score -990013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -990017.187500 Penalty: 4430.770020
	Iteration 29Q: 3 clusters Score -990017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -990023.500000 Penalty: 4430.770020
	Iteration 30Q: 3 clusters Score -990023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -990030.562500 Penalty: 4430.770020
	Iteration 31Q: 3 clusters Score -990030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -990031.562500 Penalty: 4430.770020
	Iteration 32Q: 3 clusters Score -990031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -990038.250000 Penalty: 4430.770020
	Iteration 33Q: 3 clusters Score -990038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -990038.250000 Penalty: 4430.770020
	Iteration 34F: 3 clusters Score -990038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Entering Unmasked Estep 
Score: -2590950.500000 Penalty: 2453.547363
	Iteration 0F: 2 clusters Score -2590950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2577028.000000 Penalty: 4907.094727
	Iteration 0F: 3 clusters Score -2577028 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2581644.750000 Penalty: 4907.094727
	Iteration 1F: 3 clusters Score -2581645 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2582060.750000 Penalty: 4907.094727
	Iteration 2F: 3 clusters Score -2582061 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2582419.000000 Penalty: 4907.094727
	Iteration 3Q: 3 clusters Score -2582419 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2582800.500000 Penalty: 4907.094727
	Iteration 4Q: 3 clusters Score -2582800 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2583208.750000 Penalty: 4907.094727
	Iteration 5Q: 3 clusters Score -2583209 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2583676.000000 Penalty: 4907.094727
	Iteration 6Q: 3 clusters Score -2583676 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2584214.250000 Penalty: 4907.094727
	Iteration 7Q: 3 clusters Score -2584214 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2584914.750000 Penalty: 4907.094727
	Iteration 8F: 3 clusters Score -2584915 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2585704.250000 Penalty: 4907.094727
	Iteration 9F: 3 clusters Score -2585704 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2586532.750000 Penalty: 4907.094727
	Iteration 10F: 3 clusters Score -2586533 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2587254.750000 Penalty: 4907.094727
	Iteration 11F: 3 clusters Score -2587255 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2587766.750000 Penalty: 4907.094727
	Iteration 12Q: 3 clusters Score -2587767 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2588026.000000 Penalty: 4907.094727
	Iteration 13Q: 3 clusters Score -2588026 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2588210.000000 Penalty: 4907.094727
	Iteration 14Q: 3 clusters Score -2588210 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2588326.500000 Penalty: 4907.094727
	Iteration 15Q: 3 clusters Score -2588326 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2588431.250000 Penalty: 4907.094727
	Iteration 16Q: 3 clusters Score -2588431 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2588497.750000 Penalty: 4907.094727
	Iteration 17Q: 3 clusters Score -2588498 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2588565.500000 Penalty: 4907.094727
	Iteration 18Q: 3 clusters Score -2588566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2588612.250000 Penalty: 4907.094727
	Iteration 19Q: 3 clusters Score -2588612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2588643.000000 Penalty: 4907.094727
	Iteration 20F: 3 clusters Score -2588643 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2588677.500000 Penalty: 4907.094727
	Iteration 21Q: 3 clusters Score -2588678 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2588693.250000 Penalty: 4907.094727
	Iteration 22Q: 3 clusters Score -2588693 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2588715.250000 Penalty: 4907.094727
	Iteration 23Q: 3 clusters Score -2588715 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2588721.750000 Penalty: 4907.094727
	Iteration 24Q: 3 clusters Score -2588722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2588733.250000 Penalty: 4907.094727
	Iteration 25Q: 3 clusters Score -2588733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2588739.250000 Penalty: 4907.094727
	Iteration 26Q: 3 clusters Score -2588739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2588753.500000 Penalty: 4907.094727
	Iteration 27Q: 3 clusters Score -2588754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2588760.000000 Penalty: 4907.094727
	Iteration 28Q: 3 clusters Score -2588760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2588752.000000 Penalty: 4907.094727
	Iteration 29Q: 3 clusters Score -2588752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2588757.250000 Penalty: 4907.094727
	Iteration 30Q: 3 clusters Score -2588757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2588760.000000 Penalty: 4907.094727
	Iteration 31Q: 3 clusters Score -2588760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2588769.750000 Penalty: 4907.094727
	Iteration 32Q: 3 clusters Score -2588770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2588765.000000 Penalty: 4907.094727
	Iteration 33Q: 3 clusters Score -2588765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2588770.500000 Penalty: 4907.094727
	Iteration 34Q: 3 clusters Score -2588770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2588771.500000 Penalty: 4907.094727
	Iteration 35Q: 3 clusters Score -2588772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2588770.750000 Penalty: 4907.094727
	Iteration 36Q: 3 clusters Score -2588771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2588770.250000 Penalty: 4907.094727
	Iteration 37Q: 3 clusters Score -2588770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2588766.750000 Penalty: 4907.094727
	Iteration 38Q: 3 clusters Score -2588767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2588770.500000 Penalty: 4907.094727
	Iteration 39Q: 3 clusters Score -2588770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2588771.000000 Penalty: 4907.094727
	Iteration 40F: 3 clusters Score -2588771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2588777.000000 Penalty: 4907.094727
	Iteration 41Q: 3 clusters Score -2588777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2588774.500000 Penalty: 4907.094727
	Iteration 42Q: 3 clusters Score -2588774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2588773.750000 Penalty: 4907.094727
	Iteration 43Q: 3 clusters Score -2588774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2588773.750000 Penalty: 4907.094727
	Iteration 44Q: 3 clusters Score -2588774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2588777.250000 Penalty: 4907.094727
	Iteration 45Q: 3 clusters Score -2588777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2588780.000000 Penalty: 4907.094727
	Iteration 46Q: 3 clusters Score -2588780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2588781.500000 Penalty: 4907.094727
	Iteration 47Q: 3 clusters Score -2588782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2588783.500000 Penalty: 4907.094727
	Iteration 48Q: 3 clusters Score -2588784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2588784.500000 Penalty: 4907.094727
	Iteration 49Q: 3 clusters Score -2588784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2588781.250000 Penalty: 4907.094727
	Iteration 50Q: 3 clusters Score -2588781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2588778.000000 Penalty: 4907.094727
	Iteration 51Q: 3 clusters Score -2588778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2588780.000000 Penalty: 4907.094727
	Iteration 52Q: 3 clusters Score -2588780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2588775.250000 Penalty: 4907.094727
	Iteration 53Q: 3 clusters Score -2588775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2588774.750000 Penalty: 4907.094727
	Iteration 54Q: 3 clusters Score -2588775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2588774.750000 Penalty: 4907.094727
	Iteration 55F: 3 clusters Score -2588775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Entering Unmasked Estep 
Score: -1414255.250000 Penalty: 2305.172119
	Iteration 0F: 2 clusters Score -1414255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1405961.625000 Penalty: 4610.344238
	Iteration 0F: 3 clusters Score -1405962 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1408394.875000 Penalty: 4610.344238
	Iteration 1F: 3 clusters Score -1408395 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1408851.375000 Penalty: 4610.344238
	Iteration 2F: 3 clusters Score -1408851 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1409252.750000 Penalty: 4610.344238
	Iteration 3F: 3 clusters Score -1409253 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1409611.500000 Penalty: 4610.344238
	Iteration 4F: 3 clusters Score -1409612 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1409945.375000 Penalty: 4610.344238
	Iteration 5F: 3 clusters Score -1409945 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1410248.750000 Penalty: 4610.344238
	Iteration 6Q: 3 clusters Score -1410249 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1410549.375000 Penalty: 4610.344238
	Iteration 7Q: 3 clusters Score -1410549 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1410821.875000 Penalty: 4610.344238
	Iteration 8Q: 3 clusters Score -1410822 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1411077.000000 Penalty: 4610.344238
	Iteration 9Q: 3 clusters Score -1411077 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1411295.125000 Penalty: 4610.344238
	Iteration 10Q: 3 clusters Score -1411295 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1411451.000000 Penalty: 4610.344238
	Iteration 11Q: 3 clusters Score -1411451 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1411559.125000 Penalty: 4610.344238
	Iteration 12Q: 3 clusters Score -1411559 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1411674.875000 Penalty: 4610.344238
	Iteration 13Q: 3 clusters Score -1411675 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1411796.375000 Penalty: 4610.344238
	Iteration 14Q: 3 clusters Score -1411796 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1411894.875000 Penalty: 4610.344238
	Iteration 15Q: 3 clusters Score -1411895 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1411964.250000 Penalty: 4610.344238
	Iteration 16Q: 3 clusters Score -1411964 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1412036.125000 Penalty: 4610.344238
	Iteration 17Q: 3 clusters Score -1412036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1412082.500000 Penalty: 4610.344238
	Iteration 18Q: 3 clusters Score -1412082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1412118.125000 Penalty: 4610.344238
	Iteration 19Q: 3 clusters Score -1412118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1412153.125000 Penalty: 4610.344238
	Iteration 20F: 3 clusters Score -1412153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1412181.000000 Penalty: 4610.344238
	Iteration 21Q: 3 clusters Score -1412181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1412216.875000 Penalty: 4610.344238
	Iteration 22Q: 3 clusters Score -1412217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1412247.250000 Penalty: 4610.344238
	Iteration 23Q: 3 clusters Score -1412247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1412275.000000 Penalty: 4610.344238
	Iteration 24Q: 3 clusters Score -1412275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1412297.625000 Penalty: 4610.344238
	Iteration 25Q: 3 clusters Score -1412298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1412311.125000 Penalty: 4610.344238
	Iteration 26Q: 3 clusters Score -1412311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1412338.625000 Penalty: 4610.344238
	Iteration 27Q: 3 clusters Score -1412339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1412362.875000 Penalty: 4610.344238
	Iteration 28Q: 3 clusters Score -1412363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1412395.875000 Penalty: 4610.344238
	Iteration 29Q: 3 clusters Score -1412396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1412411.875000 Penalty: 4610.344238
	Iteration 30Q: 3 clusters Score -1412412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1412428.250000 Penalty: 4610.344238
	Iteration 31Q: 3 clusters Score -1412428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1412438.250000 Penalty: 4610.344238
	Iteration 32Q: 3 clusters Score -1412438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1412446.125000 Penalty: 4610.344238
	Iteration 33Q: 3 clusters Score -1412446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1412449.000000 Penalty: 4610.344238
	Iteration 34Q: 3 clusters Score -1412449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1412453.625000 Penalty: 4610.344238
	Iteration 35Q: 3 clusters Score -1412454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1412455.500000 Penalty: 4610.344238
	Iteration 36Q: 3 clusters Score -1412456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1412459.750000 Penalty: 4610.344238
	Iteration 37Q: 3 clusters Score -1412460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1412461.125000 Penalty: 4610.344238
	Iteration 38Q: 3 clusters Score -1412461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1412467.000000 Penalty: 4610.344238
	Iteration 39Q: 3 clusters Score -1412467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1412469.625000 Penalty: 4610.344238
	Iteration 40F: 3 clusters Score -1412470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1412469.625000 Penalty: 4610.344238
	Iteration 41Q: 3 clusters Score -1412470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1412472.625000 Penalty: 4610.344238
	Iteration 42Q: 3 clusters Score -1412473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1412472.625000 Penalty: 4610.344238
	Iteration 43Q: 3 clusters Score -1412473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1412472.625000 Penalty: 4610.344238
	Iteration 44F: 3 clusters Score -1412473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Entering Unmasked Estep 
Score: -400364.687500 Penalty: 2003.745361
	Iteration 0F: 2 clusters Score -400364.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -396979.875000 Penalty: 4007.490723
	Iteration 0F: 3 clusters Score -396979.9 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -397668.593750 Penalty: 4007.490723
	Iteration 1F: 3 clusters Score -397668.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -397829.625000 Penalty: 4007.490723
	Iteration 2F: 3 clusters Score -397829.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -397927.812500 Penalty: 4007.490723
	Iteration 3Q: 3 clusters Score -397927.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -397997.437500 Penalty: 4007.490723
	Iteration 4Q: 3 clusters Score -397997.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -398063.656250 Penalty: 4007.490723
	Iteration 5Q: 3 clusters Score -398063.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -398140.406250 Penalty: 4007.490723
	Iteration 6Q: 3 clusters Score -398140.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -398246.718750 Penalty: 4007.490723
	Iteration 7Q: 3 clusters Score -398246.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -398387.843750 Penalty: 4007.490723
	Iteration 8Q: 3 clusters Score -398387.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -398556.343750 Penalty: 4007.490723
	Iteration 9Q: 3 clusters Score -398556.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -398809.656250 Penalty: 4007.490723
	Iteration 10Q: 3 clusters Score -398809.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -399141.750000 Penalty: 4007.490723
	Iteration 11F: 3 clusters Score -399141.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -399475.125000 Penalty: 4007.490723
	Iteration 12F: 3 clusters Score -399475.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -399738.218750 Penalty: 4007.490723
	Iteration 13F: 3 clusters Score -399738.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -399913.406250 Penalty: 4007.490723
	Iteration 14Q: 3 clusters Score -399913.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -400022.125000 Penalty: 4007.490723
	Iteration 15Q: 3 clusters Score -400022.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -400075.906250 Penalty: 4007.490723
	Iteration 16Q: 3 clusters Score -400075.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -400109.875000 Penalty: 4007.490723
	Iteration 17Q: 3 clusters Score -400109.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -400125.781250 Penalty: 4007.490723
	Iteration 18Q: 3 clusters Score -400125.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -400131.843750 Penalty: 4007.490723
	Iteration 19Q: 3 clusters Score -400131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -400133.843750 Penalty: 4007.490723
	Iteration 20F: 3 clusters Score -400133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -400134.250000 Penalty: 4007.490723
	Iteration 21Q: 3 clusters Score -400134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -400134.250000 Penalty: 4007.490723
	Iteration 22F: 3 clusters Score -400134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Entering Unmasked Estep 
Score: -3396057.500000 Penalty: 2531.123779
	Iteration 0F: 2 clusters Score -3396058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3377420.500000 Penalty: 5062.247559
	Iteration 0F: 3 clusters Score -3377420 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3383921.500000 Penalty: 5062.247559
	Iteration 1F: 3 clusters Score -3383922 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3384405.500000 Penalty: 5062.247559
	Iteration 2Q: 3 clusters Score -3384406 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3384888.250000 Penalty: 5062.247559
	Iteration 3Q: 3 clusters Score -3384888 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3385371.500000 Penalty: 5062.247559
	Iteration 4Q: 3 clusters Score -3385372 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3385879.750000 Penalty: 5062.247559
	Iteration 5Q: 3 clusters Score -3385880 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3386492.500000 Penalty: 5062.247559
	Iteration 6Q: 3 clusters Score -3386492 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3387199.250000 Penalty: 5062.247559
	Iteration 7Q: 3 clusters Score -3387199 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3387990.250000 Penalty: 5062.247559
	Iteration 8Q: 3 clusters Score -3387990 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3388894.000000 Penalty: 5062.247559
	Iteration 9Q: 3 clusters Score -3388894 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3389871.500000 Penalty: 5062.247559
	Iteration 10Q: 3 clusters Score -3389872 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3390765.000000 Penalty: 5062.247559
	Iteration 11Q: 3 clusters Score -3390765 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3391553.250000 Penalty: 5062.247559
	Iteration 12Q: 3 clusters Score -3391553 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3392248.000000 Penalty: 5062.247559
	Iteration 13Q: 3 clusters Score -3392248 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3392759.000000 Penalty: 5062.247559
	Iteration 14Q: 3 clusters Score -3392759 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3393134.000000 Penalty: 5062.247559
	Iteration 15Q: 3 clusters Score -3393134 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3393389.250000 Penalty: 5062.247559
	Iteration 16Q: 3 clusters Score -3393389 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3393575.250000 Penalty: 5062.247559
	Iteration 17Q: 3 clusters Score -3393575 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3393708.250000 Penalty: 5062.247559
	Iteration 18Q: 3 clusters Score -3393708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3393799.750000 Penalty: 5062.247559
	Iteration 19Q: 3 clusters Score -3393800 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3393864.750000 Penalty: 5062.247559
	Iteration 20F: 3 clusters Score -3393865 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3393919.000000 Penalty: 5062.247559
	Iteration 21Q: 3 clusters Score -3393919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3393958.750000 Penalty: 5062.247559
	Iteration 22Q: 3 clusters Score -3393959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3393986.250000 Penalty: 5062.247559
	Iteration 23Q: 3 clusters Score -3393986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3393997.250000 Penalty: 5062.247559
	Iteration 24Q: 3 clusters Score -3393997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3394026.750000 Penalty: 5062.247559
	Iteration 25Q: 3 clusters Score -3394027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3394035.250000 Penalty: 5062.247559
	Iteration 26Q: 3 clusters Score -3394035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3394037.250000 Penalty: 5062.247559
	Iteration 27Q: 3 clusters Score -3394037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3394040.000000 Penalty: 5062.247559
	Iteration 28Q: 3 clusters Score -3394040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3394045.250000 Penalty: 5062.247559
	Iteration 29Q: 3 clusters Score -3394045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3394047.500000 Penalty: 5062.247559
	Iteration 30Q: 3 clusters Score -3394048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3394049.250000 Penalty: 5062.247559
	Iteration 31Q: 3 clusters Score -3394049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3394057.750000 Penalty: 5062.247559
	Iteration 32Q: 3 clusters Score -3394058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3394060.500000 Penalty: 5062.247559
	Iteration 33Q: 3 clusters Score -3394060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3394058.250000 Penalty: 5062.247559
	Iteration 34Q: 3 clusters Score -3394058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3394057.000000 Penalty: 5062.247559
	Iteration 35Q: 3 clusters Score -3394057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3394063.000000 Penalty: 5062.247559
	Iteration 36Q: 3 clusters Score -3394063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3394063.000000 Penalty: 5062.247559
	Iteration 37Q: 3 clusters Score -3394063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3394066.250000 Penalty: 5062.247559
	Iteration 38Q: 3 clusters Score -3394066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3394064.750000 Penalty: 5062.247559
	Iteration 39Q: 3 clusters Score -3394065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3394067.500000 Penalty: 5062.247559
	Iteration 40F: 3 clusters Score -3394068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3394065.250000 Penalty: 5062.247559
	Iteration 41Q: 3 clusters Score -3394065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3394069.250000 Penalty: 5062.247559
	Iteration 42Q: 3 clusters Score -3394069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3394069.250000 Penalty: 5062.247559
	Iteration 43F: 3 clusters Score -3394069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Entering Unmasked Estep 
Score: -722093.312500 Penalty: 2138.055908
	Iteration 0F: 2 clusters Score -722093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -717239.062500 Penalty: 4276.111816
	Iteration 0F: 3 clusters Score -717239.1 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -718372.812500 Penalty: 4276.111816
	Iteration 1F: 3 clusters Score -718372.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -718653.375000 Penalty: 4276.111816
	Iteration 2F: 3 clusters Score -718653.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -718893.312500 Penalty: 4276.111816
	Iteration 3F: 3 clusters Score -718893.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -719025.812500 Penalty: 4276.111816
	Iteration 4Q: 3 clusters Score -719025.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -719131.187500 Penalty: 4276.111816
	Iteration 5Q: 3 clusters Score -719131.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -719220.562500 Penalty: 4276.111816
	Iteration 6Q: 3 clusters Score -719220.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -719307.625000 Penalty: 4276.111816
	Iteration 7Q: 3 clusters Score -719307.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -719376.750000 Penalty: 4276.111816
	Iteration 8Q: 3 clusters Score -719376.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -719433.312500 Penalty: 4276.111816
	Iteration 9Q: 3 clusters Score -719433.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -719482.812500 Penalty: 4276.111816
	Iteration 10Q: 3 clusters Score -719482.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -719546.125000 Penalty: 4276.111816
	Iteration 11Q: 3 clusters Score -719546.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -719609.312500 Penalty: 4276.111816
	Iteration 12Q: 3 clusters Score -719609.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -719664.500000 Penalty: 4276.111816
	Iteration 13Q: 3 clusters Score -719664.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -719711.187500 Penalty: 4276.111816
	Iteration 14Q: 3 clusters Score -719711.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -719756.125000 Penalty: 4276.111816
	Iteration 15Q: 3 clusters Score -719756.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -719806.937500 Penalty: 4276.111816
	Iteration 16Q: 3 clusters Score -719806.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -719848.250000 Penalty: 4276.111816
	Iteration 17Q: 3 clusters Score -719848.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -719890.750000 Penalty: 4276.111816
	Iteration 18Q: 3 clusters Score -719890.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -719941.437500 Penalty: 4276.111816
	Iteration 19Q: 3 clusters Score -719941.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -720003.937500 Penalty: 4276.111816
	Iteration 20F: 3 clusters Score -720003.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -720069.250000 Penalty: 4276.111816
	Iteration 21Q: 3 clusters Score -720069.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -720135.562500 Penalty: 4276.111816
	Iteration 22Q: 3 clusters Score -720135.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -720201.625000 Penalty: 4276.111816
	Iteration 23Q: 3 clusters Score -720201.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -720264.562500 Penalty: 4276.111816
	Iteration 24Q: 3 clusters Score -720264.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -720323.000000 Penalty: 4276.111816
	Iteration 25Q: 3 clusters Score -720323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -720360.437500 Penalty: 4276.111816
	Iteration 26Q: 3 clusters Score -720360.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -720399.812500 Penalty: 4276.111816
	Iteration 27Q: 3 clusters Score -720399.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -720436.625000 Penalty: 4276.111816
	Iteration 28Q: 3 clusters Score -720436.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -720479.000000 Penalty: 4276.111816
	Iteration 29Q: 3 clusters Score -720479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -720521.125000 Penalty: 4276.111816
	Iteration 30Q: 3 clusters Score -720521.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -720562.375000 Penalty: 4276.111816
	Iteration 31Q: 3 clusters Score -720562.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -720592.437500 Penalty: 4276.111816
	Iteration 32Q: 3 clusters Score -720592.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -720611.625000 Penalty: 4276.111816
	Iteration 33Q: 3 clusters Score -720611.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -720623.937500 Penalty: 4276.111816
	Iteration 34Q: 3 clusters Score -720623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -720637.937500 Penalty: 4276.111816
	Iteration 35Q: 3 clusters Score -720637.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -720655.750000 Penalty: 4276.111816
	Iteration 36Q: 3 clusters Score -720655.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -720669.812500 Penalty: 4276.111816
	Iteration 37Q: 3 clusters Score -720669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -720683.187500 Penalty: 4276.111816
	Iteration 38Q: 3 clusters Score -720683.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -720693.562500 Penalty: 4276.111816
	Iteration 39Q: 3 clusters Score -720693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -720694.937500 Penalty: 4276.111816
	Iteration 40F: 3 clusters Score -720694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -720696.687500 Penalty: 4276.111816
	Iteration 41Q: 3 clusters Score -720696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -720701.875000 Penalty: 4276.111816
	Iteration 42Q: 3 clusters Score -720701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -720706.187500 Penalty: 4276.111816
	Iteration 43Q: 3 clusters Score -720706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -720713.625000 Penalty: 4276.111816
	Iteration 44Q: 3 clusters Score -720713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -720719.187500 Penalty: 4276.111816
	Iteration 45Q: 3 clusters Score -720719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -720719.437500 Penalty: 4276.111816
	Iteration 46Q: 3 clusters Score -720719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -720720.437500 Penalty: 4276.111816
	Iteration 47Q: 3 clusters Score -720720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -720722.562500 Penalty: 4276.111816
	Iteration 48Q: 3 clusters Score -720722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -720723.875000 Penalty: 4276.111816
	Iteration 49Q: 3 clusters Score -720723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -720728.062500 Penalty: 4276.111816
	Iteration 50Q: 3 clusters Score -720728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -720734.687500 Penalty: 4276.111816
	Iteration 51Q: 3 clusters Score -720734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -720741.562500 Penalty: 4276.111816
	Iteration 52Q: 3 clusters Score -720741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -720746.437500 Penalty: 4276.111816
	Iteration 53Q: 3 clusters Score -720746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -720748.562500 Penalty: 4276.111816
	Iteration 54Q: 3 clusters Score -720748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -720748.562500 Penalty: 4276.111816
	Iteration 55F: 3 clusters Score -720748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Entering Unmasked Estep 
Score: -1737572.250000 Penalty: 2353.035889
	Iteration 0F: 2 clusters Score -1737572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1727816.375000 Penalty: 4706.071777
	Iteration 0F: 3 clusters Score -1727816 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1730850.875000 Penalty: 4706.071777
	Iteration 1F: 3 clusters Score -1730851 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1731187.625000 Penalty: 4706.071777
	Iteration 2F: 3 clusters Score -1731188 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1731422.375000 Penalty: 4706.071777
	Iteration 3Q: 3 clusters Score -1731422 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1731644.250000 Penalty: 4706.071777
	Iteration 4Q: 3 clusters Score -1731644 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1731879.125000 Penalty: 4706.071777
	Iteration 5Q: 3 clusters Score -1731879 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1732103.750000 Penalty: 4706.071777
	Iteration 6Q: 3 clusters Score -1732104 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1732310.000000 Penalty: 4706.071777
	Iteration 7Q: 3 clusters Score -1732310 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1732540.375000 Penalty: 4706.071777
	Iteration 8Q: 3 clusters Score -1732540 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1732773.500000 Penalty: 4706.071777
	Iteration 9Q: 3 clusters Score -1732774 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1733022.375000 Penalty: 4706.071777
	Iteration 10Q: 3 clusters Score -1733022 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1733271.000000 Penalty: 4706.071777
	Iteration 11Q: 3 clusters Score -1733271 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1733489.250000 Penalty: 4706.071777
	Iteration 12Q: 3 clusters Score -1733489 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1733666.750000 Penalty: 4706.071777
	Iteration 13Q: 3 clusters Score -1733667 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1733855.750000 Penalty: 4706.071777
	Iteration 14Q: 3 clusters Score -1733856 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1734000.750000 Penalty: 4706.071777
	Iteration 15Q: 3 clusters Score -1734001 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1734146.625000 Penalty: 4706.071777
	Iteration 16Q: 3 clusters Score -1734147 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1734269.875000 Penalty: 4706.071777
	Iteration 17Q: 3 clusters Score -1734270 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1734408.250000 Penalty: 4706.071777
	Iteration 18Q: 3 clusters Score -1734408 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1734532.125000 Penalty: 4706.071777
	Iteration 19Q: 3 clusters Score -1734532 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1734644.250000 Penalty: 4706.071777
	Iteration 20F: 3 clusters Score -1734644 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1734757.625000 Penalty: 4706.071777
	Iteration 21Q: 3 clusters Score -1734758 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1734870.125000 Penalty: 4706.071777
	Iteration 22Q: 3 clusters Score -1734870 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1734965.500000 Penalty: 4706.071777
	Iteration 23Q: 3 clusters Score -1734966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1735040.750000 Penalty: 4706.071777
	Iteration 24Q: 3 clusters Score -1735041 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1735122.125000 Penalty: 4706.071777
	Iteration 25Q: 3 clusters Score -1735122 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1735191.750000 Penalty: 4706.071777
	Iteration 26Q: 3 clusters Score -1735192 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1735260.750000 Penalty: 4706.071777
	Iteration 27Q: 3 clusters Score -1735261 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1735323.000000 Penalty: 4706.071777
	Iteration 28Q: 3 clusters Score -1735323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1735371.000000 Penalty: 4706.071777
	Iteration 29Q: 3 clusters Score -1735371 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1735409.875000 Penalty: 4706.071777
	Iteration 30Q: 3 clusters Score -1735410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1735436.250000 Penalty: 4706.071777
	Iteration 31Q: 3 clusters Score -1735436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1735470.250000 Penalty: 4706.071777
	Iteration 32Q: 3 clusters Score -1735470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1735504.625000 Penalty: 4706.071777
	Iteration 33Q: 3 clusters Score -1735505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1735527.500000 Penalty: 4706.071777
	Iteration 34Q: 3 clusters Score -1735528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1735554.500000 Penalty: 4706.071777
	Iteration 35Q: 3 clusters Score -1735554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1735568.625000 Penalty: 4706.071777
	Iteration 36Q: 3 clusters Score -1735569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1735586.750000 Penalty: 4706.071777
	Iteration 37Q: 3 clusters Score -1735587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1735611.000000 Penalty: 4706.071777
	Iteration 38Q: 3 clusters Score -1735611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1735619.375000 Penalty: 4706.071777
	Iteration 39Q: 3 clusters Score -1735619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1735630.250000 Penalty: 4706.071777
	Iteration 40F: 3 clusters Score -1735630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1735634.625000 Penalty: 4706.071777
	Iteration 41Q: 3 clusters Score -1735635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1735638.125000 Penalty: 4706.071777
	Iteration 42Q: 3 clusters Score -1735638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1735639.875000 Penalty: 4706.071777
	Iteration 43Q: 3 clusters Score -1735640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1735642.125000 Penalty: 4706.071777
	Iteration 44Q: 3 clusters Score -1735642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1735641.625000 Penalty: 4706.071777
	Iteration 45Q: 3 clusters Score -1735642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1735641.625000 Penalty: 4706.071777
	Iteration 46F: 3 clusters Score -1735642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Entering Unmasked Estep 
Score: -1919989.375000 Penalty: 2379.557617
	Iteration 0F: 2 clusters Score -1919989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1909328.250000 Penalty: 4759.115234
	Iteration 0F: 3 clusters Score -1909328 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1912823.750000 Penalty: 4759.115234
	Iteration 1F: 3 clusters Score -1912824 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1913304.125000 Penalty: 4759.115234
	Iteration 2F: 3 clusters Score -1913304 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1913761.000000 Penalty: 4759.115234
	Iteration 3F: 3 clusters Score -1913761 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1914239.000000 Penalty: 4759.115234
	Iteration 4F: 3 clusters Score -1914239 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1914741.875000 Penalty: 4759.115234
	Iteration 5F: 3 clusters Score -1914742 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1915293.500000 Penalty: 4759.115234
	Iteration 6F: 3 clusters Score -1915294 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1915972.250000 Penalty: 4759.115234
	Iteration 7F: 3 clusters Score -1915972 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1916581.500000 Penalty: 4759.115234
	Iteration 8Q: 3 clusters Score -1916582 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1917030.875000 Penalty: 4759.115234
	Iteration 9Q: 3 clusters Score -1917031 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1917351.625000 Penalty: 4759.115234
	Iteration 10Q: 3 clusters Score -1917352 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1917562.250000 Penalty: 4759.115234
	Iteration 11Q: 3 clusters Score -1917562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1917685.500000 Penalty: 4759.115234
	Iteration 12Q: 3 clusters Score -1917686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1917760.250000 Penalty: 4759.115234
	Iteration 13Q: 3 clusters Score -1917760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1917818.750000 Penalty: 4759.115234
	Iteration 14Q: 3 clusters Score -1917819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1917857.875000 Penalty: 4759.115234
	Iteration 15Q: 3 clusters Score -1917858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1917884.750000 Penalty: 4759.115234
	Iteration 16Q: 3 clusters Score -1917885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1917894.625000 Penalty: 4759.115234
	Iteration 17Q: 3 clusters Score -1917895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1917903.125000 Penalty: 4759.115234
	Iteration 18Q: 3 clusters Score -1917903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1917905.750000 Penalty: 4759.115234
	Iteration 19Q: 3 clusters Score -1917906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1917906.000000 Penalty: 4759.115234
	Iteration 20F: 3 clusters Score -1917906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1917908.250000 Penalty: 4759.115234
	Iteration 21Q: 3 clusters Score -1917908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1917908.250000 Penalty: 4759.115234
	Iteration 22F: 3 clusters Score -1917908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (147445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147445 members 
Entering Unmasked Estep 
Score: -19343902.000000 Penalty: 2951.500244
	Iteration 0F: 2 clusters Score -1.93439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -19246546.000000 Penalty: 5903.000488
	Iteration 0F: 3 clusters Score -1.924655e+07 nChanged 70577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -19286970.000000 Penalty: 5903.000488
	Iteration 1F: 3 clusters Score -1.928697e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -19287964.000000 Penalty: 5903.000488
	Iteration 2Q: 3 clusters Score -1.928796e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -19289236.000000 Penalty: 5903.000488
	Iteration 3Q: 3 clusters Score -1.928924e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -19290922.000000 Penalty: 5903.000488
	Iteration 4Q: 3 clusters Score -1.929092e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -19293140.000000 Penalty: 5903.000488
	Iteration 5Q: 3 clusters Score -1.929314e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -19295678.000000 Penalty: 5903.000488
	Iteration 6Q: 3 clusters Score -1.929568e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -19299160.000000 Penalty: 5903.000488
	Iteration 7Q: 3 clusters Score -1.929916e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -19303470.000000 Penalty: 5903.000488
	Iteration 8F: 3 clusters Score -1.930347e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -19308396.000000 Penalty: 5903.000488
	Iteration 9F: 3 clusters Score -1.93084e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -19314208.000000 Penalty: 5903.000488
	Iteration 10F: 3 clusters Score -1.931421e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -19319826.000000 Penalty: 5903.000488
	Iteration 11F: 3 clusters Score -1.931983e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -19323532.000000 Penalty: 5903.000488
	Iteration 12Q: 3 clusters Score -1.932353e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -19325876.000000 Penalty: 5903.000488
	Iteration 13Q: 3 clusters Score -1.932588e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -19327236.000000 Penalty: 5903.000488
	Iteration 14Q: 3 clusters Score -1.932724e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 104116 members 
Entering Unmasked Estep 
Score: -19328224.000000 Penalty: 5903.000488
	Iteration 15Q: 3 clusters Score -1.932822e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -19329038.000000 Penalty: 5903.000488
	Iteration 16Q: 3 clusters Score -1.932904e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 108593 members 
Entering Unmasked Estep 
Score: -19329630.000000 Penalty: 5903.000488
	Iteration 17Q: 3 clusters Score -1.932963e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -19330438.000000 Penalty: 5903.000488
	Iteration 18Q: 3 clusters Score -1.933044e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 113230 members 
Entering Unmasked Estep 
Score: -19331178.000000 Penalty: 5903.000488
	Iteration 19Q: 3 clusters Score -1.933118e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -19332064.000000 Penalty: 5903.000488
	Iteration 20F: 3 clusters Score -1.933206e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 118057 members 
Entering Unmasked Estep 
Score: -19333062.000000 Penalty: 5903.000488
	Iteration 21Q: 3 clusters Score -1.933306e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 120552 members 
Entering Unmasked Estep 
Score: -19334048.000000 Penalty: 5903.000488
	Iteration 22Q: 3 clusters Score -1.933405e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 123113 members 
Entering Unmasked Estep 
Score: -19335204.000000 Penalty: 5903.000488
	Iteration 23Q: 3 clusters Score -1.93352e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -19336554.000000 Penalty: 5903.000488
	Iteration 24Q: 3 clusters Score -1.933655e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 128246 members 
Entering Unmasked Estep 
Score: -19337928.000000 Penalty: 5903.000488
	Iteration 25Q: 3 clusters Score -1.933793e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 130653 members 
Entering Unmasked Estep 
Score: -19339390.000000 Penalty: 5903.000488
	Iteration 26Q: 3 clusters Score -1.933939e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 132962 members 
Entering Unmasked Estep 
Score: -19341140.000000 Penalty: 5903.000488
	Iteration 27Q: 3 clusters Score -1.934114e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 134930 members 
Entering Unmasked Estep 
Score: -19342880.000000 Penalty: 5903.000488
	Iteration 28Q: 3 clusters Score -1.934288e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 136561 members 
Entering Unmasked Estep 
Score: -19344608.000000 Penalty: 5903.000488
	Iteration 29Q: 3 clusters Score -1.934461e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 137767 members 
Entering Unmasked Estep 
Score: -19345918.000000 Penalty: 5903.000488
	Iteration 30Q: 3 clusters Score -1.934592e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 138576 members 
Entering Unmasked Estep 
Score: -19346696.000000 Penalty: 5903.000488
	Iteration 31Q: 3 clusters Score -1.93467e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 139118 members 
Entering Unmasked Estep 
Score: -19347016.000000 Penalty: 5903.000488
	Iteration 32Q: 3 clusters Score -1.934702e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 139482 members 
Entering Unmasked Estep 
Score: -19347184.000000 Penalty: 5903.000488
	Iteration 33Q: 3 clusters Score -1.934718e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 139730 members 
Entering Unmasked Estep 
Score: -19347234.000000 Penalty: 5903.000488
	Iteration 34Q: 3 clusters Score -1.934723e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 139882 members 
Entering Unmasked Estep 
Score: -19347256.000000 Penalty: 5903.000488
	Iteration 35Q: 3 clusters Score -1.934726e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 139989 members 
Entering Unmasked Estep 
Score: -19347272.000000 Penalty: 5903.000488
	Iteration 36Q: 3 clusters Score -1.934727e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 140047 members 
Entering Unmasked Estep 
Score: -19347268.000000 Penalty: 5903.000488
	Iteration 37Q: 3 clusters Score -1.934727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 140081 members 
Entering Unmasked Estep 
Score: -19347278.000000 Penalty: 5903.000488
	Iteration 38Q: 3 clusters Score -1.934728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 140102 members 
Entering Unmasked Estep 
Score: -19347300.000000 Penalty: 5903.000488
	Iteration 39Q: 3 clusters Score -1.93473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 140115 members 
Entering Unmasked Estep 
Score: -19347288.000000 Penalty: 5903.000488
	Iteration 40F: 3 clusters Score -1.934729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 140120 members 
Entering Unmasked Estep 
Score: -19347300.000000 Penalty: 5903.000488
	Iteration 41Q: 3 clusters Score -1.93473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 140122 members 
Entering Unmasked Estep 
Score: -19347308.000000 Penalty: 5903.000488
	Iteration 42Q: 3 clusters Score -1.934731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 140124 members 
Entering Unmasked Estep 
Score: -19347314.000000 Penalty: 5903.000488
	Iteration 43Q: 3 clusters Score -1.934731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 140127 members 
Entering Unmasked Estep 
Score: -19347308.000000 Penalty: 5903.000488
	Iteration 44Q: 3 clusters Score -1.934731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -19347314.000000 Penalty: 5903.000488
	Iteration 45Q: 3 clusters Score -1.934731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 140128 members 
Entering Unmasked Estep 
Score: -19347316.000000 Penalty: 5903.000488
	Iteration 46Q: 3 clusters Score -1.934732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -19347322.000000 Penalty: 5903.000488
	Iteration 47Q: 3 clusters Score -1.934732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -19347322.000000 Penalty: 5903.000488
	Iteration 48F: 3 clusters Score -1.934732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 7578 members 
Mstep: Class 4 contains 19798 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 27069 members 
Mstep: Class 8 contains 5548 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 14691 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 9667 members 
Mstep: Class 13 contains 43902 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 140129 members 
Mstep: Class 21 contains 7040 members 
Entering Unmasked Estep 
Score: -42897348.000000 Penalty: 66272.132812
Splitting cluster 11 changes total score from -42894132.000000 to -42897348.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (9667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Entering Unmasked Estep 
Score: -1168782.500000 Penalty: 2275.765381
	Iteration 0F: 2 clusters Score -1168782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1161310.750000 Penalty: 4551.530762
	Iteration 0F: 3 clusters Score -1161311 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1163495.875000 Penalty: 4551.530762
	Iteration 1F: 3 clusters Score -1163496 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1163866.625000 Penalty: 4551.530762
	Iteration 2F: 3 clusters Score -1163867 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1164192.125000 Penalty: 4551.530762
	Iteration 3F: 3 clusters Score -1164192 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1164483.750000 Penalty: 4551.530762
	Iteration 4F: 3 clusters Score -1164484 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1164762.750000 Penalty: 4551.530762
	Iteration 5Q: 3 clusters Score -1164763 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1165031.125000 Penalty: 4551.530762
	Iteration 6Q: 3 clusters Score -1165031 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1165289.375000 Penalty: 4551.530762
	Iteration 7Q: 3 clusters Score -1165289 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1165485.750000 Penalty: 4551.530762
	Iteration 8Q: 3 clusters Score -1165486 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1165656.000000 Penalty: 4551.530762
	Iteration 9Q: 3 clusters Score -1165656 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1165820.750000 Penalty: 4551.530762
	Iteration 10Q: 3 clusters Score -1165821 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1165957.375000 Penalty: 4551.530762
	Iteration 11Q: 3 clusters Score -1165957 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1166068.750000 Penalty: 4551.530762
	Iteration 12Q: 3 clusters Score -1166069 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1166145.250000 Penalty: 4551.530762
	Iteration 13Q: 3 clusters Score -1166145 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1166224.250000 Penalty: 4551.530762
	Iteration 14Q: 3 clusters Score -1166224 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1166292.500000 Penalty: 4551.530762
	Iteration 15Q: 3 clusters Score -1166292 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1166329.750000 Penalty: 4551.530762
	Iteration 16Q: 3 clusters Score -1166330 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1166362.000000 Penalty: 4551.530762
	Iteration 17Q: 3 clusters Score -1166362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1166379.625000 Penalty: 4551.530762
	Iteration 18Q: 3 clusters Score -1166380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1166389.250000 Penalty: 4551.530762
	Iteration 19Q: 3 clusters Score -1166389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1166394.500000 Penalty: 4551.530762
	Iteration 20F: 3 clusters Score -1166394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1166395.625000 Penalty: 4551.530762
	Iteration 21Q: 3 clusters Score -1166396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1166402.500000 Penalty: 4551.530762
	Iteration 22Q: 3 clusters Score -1166402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1166402.000000 Penalty: 4551.530762
	Iteration 23Q: 3 clusters Score -1166402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1166403.125000 Penalty: 4551.530762
	Iteration 24Q: 3 clusters Score -1166403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1166407.500000 Penalty: 4551.530762
	Iteration 25Q: 3 clusters Score -1166408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1166413.125000 Penalty: 4551.530762
	Iteration 26Q: 3 clusters Score -1166413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1166420.500000 Penalty: 4551.530762
	Iteration 27Q: 3 clusters Score -1166420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1166429.250000 Penalty: 4551.530762
	Iteration 28Q: 3 clusters Score -1166429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1166436.375000 Penalty: 4551.530762
	Iteration 29Q: 3 clusters Score -1166436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1166439.375000 Penalty: 4551.530762
	Iteration 30Q: 3 clusters Score -1166439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1166446.750000 Penalty: 4551.530762
	Iteration 31Q: 3 clusters Score -1166447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1166456.250000 Penalty: 4551.530762
	Iteration 32Q: 3 clusters Score -1166456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1166458.125000 Penalty: 4551.530762
	Iteration 33Q: 3 clusters Score -1166458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1166461.125000 Penalty: 4551.530762
	Iteration 34Q: 3 clusters Score -1166461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1166464.625000 Penalty: 4551.530762
	Iteration 35Q: 3 clusters Score -1166465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1166467.750000 Penalty: 4551.530762
	Iteration 36Q: 3 clusters Score -1166468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1166470.375000 Penalty: 4551.530762
	Iteration 37Q: 3 clusters Score -1166470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1166472.625000 Penalty: 4551.530762
	Iteration 38Q: 3 clusters Score -1166473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1166474.375000 Penalty: 4551.530762
	Iteration 39Q: 3 clusters Score -1166474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1166472.250000 Penalty: 4551.530762
	Iteration 40F: 3 clusters Score -1166472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1166475.125000 Penalty: 4551.530762
	Iteration 41Q: 3 clusters Score -1166475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1166479.125000 Penalty: 4551.530762
	Iteration 42Q: 3 clusters Score -1166479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1166479.125000 Penalty: 4551.530762
	Iteration 43F: 3 clusters Score -1166479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Entering Unmasked Estep 
Score: -5709597.000000 Penalty: 2651.049316
	Iteration 0F: 2 clusters Score -5709597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -5679967.000000 Penalty: 5302.098633
	Iteration 0F: 3 clusters Score -5679967 nChanged 20217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -5691073.000000 Penalty: 5302.098633
	Iteration 1F: 3 clusters Score -5691073 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -5691642.500000 Penalty: 5302.098633
	Iteration 2Q: 3 clusters Score -5691642 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -5692138.000000 Penalty: 5302.098633
	Iteration 3Q: 3 clusters Score -5692138 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5692647.000000 Penalty: 5302.098633
	Iteration 4Q: 3 clusters Score -5692647 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -5693246.000000 Penalty: 5302.098633
	Iteration 5Q: 3 clusters Score -5693246 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -5694149.000000 Penalty: 5302.098633
	Iteration 6Q: 3 clusters Score -5694149 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -5695548.000000 Penalty: 5302.098633
	Iteration 7F: 3 clusters Score -5695548 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -5697586.000000 Penalty: 5302.098633
	Iteration 8F: 3 clusters Score -5697586 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -5699944.000000 Penalty: 5302.098633
	Iteration 9F: 3 clusters Score -5699944 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -5702336.500000 Penalty: 5302.098633
	Iteration 10F: 3 clusters Score -5702336 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -5704203.000000 Penalty: 5302.098633
	Iteration 11Q: 3 clusters Score -5704203 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5705557.500000 Penalty: 5302.098633
	Iteration 12Q: 3 clusters Score -5705558 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -5706370.500000 Penalty: 5302.098633
	Iteration 13Q: 3 clusters Score -5706370 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -5706785.000000 Penalty: 5302.098633
	Iteration 14Q: 3 clusters Score -5706785 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -5707010.500000 Penalty: 5302.098633
	Iteration 15Q: 3 clusters Score -5707010 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -5707136.500000 Penalty: 5302.098633
	Iteration 16Q: 3 clusters Score -5707136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -5707205.000000 Penalty: 5302.098633
	Iteration 17Q: 3 clusters Score -5707205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -5707238.000000 Penalty: 5302.098633
	Iteration 18Q: 3 clusters Score -5707238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5707272.500000 Penalty: 5302.098633
	Iteration 19Q: 3 clusters Score -5707272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5707295.500000 Penalty: 5302.098633
	Iteration 20F: 3 clusters Score -5707296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -5707321.000000 Penalty: 5302.098633
	Iteration 21Q: 3 clusters Score -5707321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -5707328.000000 Penalty: 5302.098633
	Iteration 22Q: 3 clusters Score -5707328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5707333.000000 Penalty: 5302.098633
	Iteration 23Q: 3 clusters Score -5707333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5707334.000000 Penalty: 5302.098633
	Iteration 24Q: 3 clusters Score -5707334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -5707344.000000 Penalty: 5302.098633
	Iteration 25Q: 3 clusters Score -5707344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -5707352.000000 Penalty: 5302.098633
	Iteration 26Q: 3 clusters Score -5707352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -5707351.500000 Penalty: 5302.098633
	Iteration 27Q: 3 clusters Score -5707352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5707350.000000 Penalty: 5302.098633
	Iteration 28Q: 3 clusters Score -5707350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5707350.500000 Penalty: 5302.098633
	Iteration 29Q: 3 clusters Score -5707350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5707353.000000 Penalty: 5302.098633
	Iteration 30Q: 3 clusters Score -5707353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -5707352.500000 Penalty: 5302.098633
	Iteration 31Q: 3 clusters Score -5707352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5707354.000000 Penalty: 5302.098633
	Iteration 32Q: 3 clusters Score -5707354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5707353.000000 Penalty: 5302.098633
	Iteration 33Q: 3 clusters Score -5707353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5707353.000000 Penalty: 5302.098633
	Iteration 34F: 3 clusters Score -5707353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -110573.476562 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -110573.5 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 500 members 
Entering Unmasked Estep 
Score: -108772.039062 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -108772 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109178.507812 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -109178.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -109320.640625 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -109320.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -109488.484375 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -109488.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -109659.023438 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -109659 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -109863.171875 Penalty: 3398.187744
	Iteration 5F: 3 clusters Score -109863.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -110034.851562 Penalty: 3398.187744
	Iteration 6F: 3 clusters Score -110034.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -110251.578125 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -110251.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -110414.312500 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -110414.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -110552.953125 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -110553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -110597.820312 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -110597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -110612.046875 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -110612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -110622.656250 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -110622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -110665.335938 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -110665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -110705.843750 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -110705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -110716.343750 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -110716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -110726.796875 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -110726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110730.132812 Penalty: 3398.187744
	Iteration 17Q: 3 clusters Score -110730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110730.132812 Penalty: 3398.187744
	Iteration 18F: 3 clusters Score -110730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 7578 members 
Mstep: Class 4 contains 19798 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 27069 members 
Mstep: Class 8 contains 5548 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 14691 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 9667 members 
Mstep: Class 13 contains 43902 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 140129 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 738 members 
Entering Unmasked Estep 
Score: -42896072.000000 Penalty: 69427.945312
Splitting cluster 14 changes total score from -42894132.000000 to -42896072.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -77251.484375 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -77251.48 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 311 members 
Entering Unmasked Estep 
Score: -75736.835938 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -75736.84 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76365.867188 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -76365.87 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -76604.570312 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -76604.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -76753.453125 Penalty: 3202.557617
	Iteration 3F: 3 clusters Score -76753.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -76828.695312 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -76828.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -76853.898438 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -76853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -76926.937500 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -76926.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -76941.656250 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -76941.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -76951.875000 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -76951.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -76956.593750 Penalty: 3202.557617
	Iteration 9Q: 3 clusters Score -76956.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -76964.078125 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -76964.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -76967.890625 Penalty: 3202.557617
	Iteration 11Q: 3 clusters Score -76967.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -76976.179688 Penalty: 3202.557617
	Iteration 12Q: 3 clusters Score -76976.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -76977.390625 Penalty: 3202.557617
	Iteration 13Q: 3 clusters Score -76977.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -76977.390625 Penalty: 3202.557617
	Iteration 14F: 3 clusters Score -76977.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Entering Unmasked Estep 
Score: -1326762.000000 Penalty: 2290.118896
	Iteration 0F: 2 clusters Score -1326762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1318941.875000 Penalty: 4580.237793
	Iteration 0F: 3 clusters Score -1318942 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1321296.625000 Penalty: 4580.237793
	Iteration 1F: 3 clusters Score -1321297 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1321672.250000 Penalty: 4580.237793
	Iteration 2F: 3 clusters Score -1321672 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1321962.500000 Penalty: 4580.237793
	Iteration 3F: 3 clusters Score -1321962 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1322192.875000 Penalty: 4580.237793
	Iteration 4Q: 3 clusters Score -1322193 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1322400.250000 Penalty: 4580.237793
	Iteration 5Q: 3 clusters Score -1322400 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1322592.000000 Penalty: 4580.237793
	Iteration 6Q: 3 clusters Score -1322592 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1322765.750000 Penalty: 4580.237793
	Iteration 7Q: 3 clusters Score -1322766 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1322935.875000 Penalty: 4580.237793
	Iteration 8Q: 3 clusters Score -1322936 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1323079.500000 Penalty: 4580.237793
	Iteration 9Q: 3 clusters Score -1323080 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1323213.875000 Penalty: 4580.237793
	Iteration 10Q: 3 clusters Score -1323214 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1323327.750000 Penalty: 4580.237793
	Iteration 11Q: 3 clusters Score -1323328 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1323424.625000 Penalty: 4580.237793
	Iteration 12Q: 3 clusters Score -1323425 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1323529.000000 Penalty: 4580.237793
	Iteration 13Q: 3 clusters Score -1323529 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1323626.000000 Penalty: 4580.237793
	Iteration 14Q: 3 clusters Score -1323626 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1323728.500000 Penalty: 4580.237793
	Iteration 15Q: 3 clusters Score -1323728 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1323838.000000 Penalty: 4580.237793
	Iteration 16Q: 3 clusters Score -1323838 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1323963.250000 Penalty: 4580.237793
	Iteration 17Q: 3 clusters Score -1323963 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1324093.125000 Penalty: 4580.237793
	Iteration 18Q: 3 clusters Score -1324093 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1324213.375000 Penalty: 4580.237793
	Iteration 19Q: 3 clusters Score -1324213 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1324310.250000 Penalty: 4580.237793
	Iteration 20F: 3 clusters Score -1324310 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1324401.000000 Penalty: 4580.237793
	Iteration 21Q: 3 clusters Score -1324401 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1324506.750000 Penalty: 4580.237793
	Iteration 22Q: 3 clusters Score -1324507 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1324616.000000 Penalty: 4580.237793
	Iteration 23Q: 3 clusters Score -1324616 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1324720.625000 Penalty: 4580.237793
	Iteration 24Q: 3 clusters Score -1324721 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1324799.125000 Penalty: 4580.237793
	Iteration 25Q: 3 clusters Score -1324799 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1324879.625000 Penalty: 4580.237793
	Iteration 26Q: 3 clusters Score -1324880 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1324979.000000 Penalty: 4580.237793
	Iteration 27Q: 3 clusters Score -1324979 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1325060.875000 Penalty: 4580.237793
	Iteration 28Q: 3 clusters Score -1325061 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1325136.500000 Penalty: 4580.237793
	Iteration 29Q: 3 clusters Score -1325136 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1325218.000000 Penalty: 4580.237793
	Iteration 30Q: 3 clusters Score -1325218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1325276.750000 Penalty: 4580.237793
	Iteration 31Q: 3 clusters Score -1325277 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1325332.000000 Penalty: 4580.237793
	Iteration 32Q: 3 clusters Score -1325332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1325397.500000 Penalty: 4580.237793
	Iteration 33Q: 3 clusters Score -1325398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1325462.375000 Penalty: 4580.237793
	Iteration 34Q: 3 clusters Score -1325462 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1325526.000000 Penalty: 4580.237793
	Iteration 35Q: 3 clusters Score -1325526 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1325577.875000 Penalty: 4580.237793
	Iteration 36Q: 3 clusters Score -1325578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1325632.875000 Penalty: 4580.237793
	Iteration 37Q: 3 clusters Score -1325633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1325689.625000 Penalty: 4580.237793
	Iteration 38Q: 3 clusters Score -1325690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1325727.250000 Penalty: 4580.237793
	Iteration 39Q: 3 clusters Score -1325727 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1325758.125000 Penalty: 4580.237793
	Iteration 40F: 3 clusters Score -1325758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1325771.500000 Penalty: 4580.237793
	Iteration 41Q: 3 clusters Score -1325772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1325779.750000 Penalty: 4580.237793
	Iteration 42Q: 3 clusters Score -1325780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1325786.000000 Penalty: 4580.237793
	Iteration 43Q: 3 clusters Score -1325786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1325794.375000 Penalty: 4580.237793
	Iteration 44Q: 3 clusters Score -1325794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1325804.250000 Penalty: 4580.237793
	Iteration 45Q: 3 clusters Score -1325804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1325808.500000 Penalty: 4580.237793
	Iteration 46Q: 3 clusters Score -1325808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1325810.125000 Penalty: 4580.237793
	Iteration 47Q: 3 clusters Score -1325810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1325813.500000 Penalty: 4580.237793
	Iteration 48Q: 3 clusters Score -1325814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1325812.125000 Penalty: 4580.237793
	Iteration 49Q: 3 clusters Score -1325812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1325810.000000 Penalty: 4580.237793
	Iteration 50Q: 3 clusters Score -1325810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1325814.250000 Penalty: 4580.237793
	Iteration 51Q: 3 clusters Score -1325814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1325818.500000 Penalty: 4580.237793
	Iteration 52Q: 3 clusters Score -1325818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1325819.000000 Penalty: 4580.237793
	Iteration 53Q: 3 clusters Score -1325819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1325817.875000 Penalty: 4580.237793
	Iteration 54Q: 3 clusters Score -1325818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1325819.875000 Penalty: 4580.237793
	Iteration 55Q: 3 clusters Score -1325820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1325816.500000 Penalty: 4580.237793
	Iteration 56Q: 3 clusters Score -1325816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1325820.875000 Penalty: 4580.237793
	Iteration 57Q: 3 clusters Score -1325821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1325822.000000 Penalty: 4580.237793
	Iteration 58Q: 3 clusters Score -1325822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1325822.750000 Penalty: 4580.237793
	Iteration 59Q: 3 clusters Score -1325823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1325823.750000 Penalty: 4580.237793
	Iteration 60F: 3 clusters Score -1325824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1325824.625000 Penalty: 4580.237793
	Iteration 61Q: 3 clusters Score -1325825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1325824.625000 Penalty: 4580.237793
	Iteration 62F: 3 clusters Score -1325825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -178528.593750 Penalty: 1807.823364
	Iteration 0F: 2 clusters Score -178528.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -176276.000000 Penalty: 3615.646729
	Iteration 0F: 3 clusters Score -176276 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -176613.406250 Penalty: 3615.646729
	Iteration 1F: 3 clusters Score -176613.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -176714.171875 Penalty: 3615.646729
	Iteration 2F: 3 clusters Score -176714.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -176774.687500 Penalty: 3615.646729
	Iteration 3Q: 3 clusters Score -176774.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176803.875000 Penalty: 3615.646729
	Iteration 4Q: 3 clusters Score -176803.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176831.437500 Penalty: 3615.646729
	Iteration 5Q: 3 clusters Score -176831.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -176846.718750 Penalty: 3615.646729
	Iteration 6Q: 3 clusters Score -176846.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176858.828125 Penalty: 3615.646729
	Iteration 7Q: 3 clusters Score -176858.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -176868.859375 Penalty: 3615.646729
	Iteration 8Q: 3 clusters Score -176868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176875.312500 Penalty: 3615.646729
	Iteration 9Q: 3 clusters Score -176875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -176877.593750 Penalty: 3615.646729
	Iteration 10Q: 3 clusters Score -176877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176880.937500 Penalty: 3615.646729
	Iteration 11Q: 3 clusters Score -176880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176883.968750 Penalty: 3615.646729
	Iteration 12Q: 3 clusters Score -176884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176885.000000 Penalty: 3615.646729
	Iteration 13Q: 3 clusters Score -176885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176886.984375 Penalty: 3615.646729
	Iteration 14Q: 3 clusters Score -176887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -176889.953125 Penalty: 3615.646729
	Iteration 15Q: 3 clusters Score -176890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -176890.250000 Penalty: 3615.646729
	Iteration 16Q: 3 clusters Score -176890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176890.828125 Penalty: 3615.646729
	Iteration 17Q: 3 clusters Score -176890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -176891.578125 Penalty: 3615.646729
	Iteration 18Q: 3 clusters Score -176891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -176893.281250 Penalty: 3615.646729
	Iteration 19Q: 3 clusters Score -176893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -176897.093750 Penalty: 3615.646729
	Iteration 20F: 3 clusters Score -176897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -176898.562500 Penalty: 3615.646729
	Iteration 21Q: 3 clusters Score -176898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -176898.562500 Penalty: 3615.646729
	Iteration 22F: 3 clusters Score -176898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -98674.070312 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -98674.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96953.757812 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -96953.76 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97234.023438 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -97234.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97301.765625 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -97301.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97317.835938 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -97317.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97328.109375 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -97328.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97340.218750 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -97340.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97355.742188 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -97355.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97368.679688 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -97368.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97378.148438 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -97378.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97379.007812 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -97379.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97382.625000 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -97382.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97383.453125 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -97383.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97384.484375 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -97384.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97384.484375 Penalty: 3337.399902
	Iteration 13F: 3 clusters Score -97384.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -68590.031250 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -68590.03 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 299 members 
Entering Unmasked Estep 
Score: -67057.960938 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -67057.96 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67370.671875 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -67370.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67578.304688 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -67578.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67822.828125 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -67822.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68014.726562 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -68014.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68176.570312 Penalty: 3162.856689
	Iteration 5F: 3 clusters Score -68176.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68281.234375 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -68281.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68355.328125 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -68355.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68436.109375 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -68436.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -68456.851562 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -68456.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68462.140625 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -68462.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68462.140625 Penalty: 3162.856689
	Iteration 11F: 3 clusters Score -68462.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Entering Unmasked Estep 
Score: -910733.812500 Penalty: 2197.122070
	Iteration 0F: 2 clusters Score -910733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -904927.250000 Penalty: 4394.244141
	Iteration 0F: 3 clusters Score -904927.2 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -906509.125000 Penalty: 4394.244141
	Iteration 1F: 3 clusters Score -906509.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -906803.312500 Penalty: 4394.244141
	Iteration 2F: 3 clusters Score -906803.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -907029.937500 Penalty: 4394.244141
	Iteration 3F: 3 clusters Score -907029.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -907211.812500 Penalty: 4394.244141
	Iteration 4Q: 3 clusters Score -907211.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -907393.875000 Penalty: 4394.244141
	Iteration 5Q: 3 clusters Score -907393.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -907531.187500 Penalty: 4394.244141
	Iteration 6Q: 3 clusters Score -907531.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -907653.250000 Penalty: 4394.244141
	Iteration 7Q: 3 clusters Score -907653.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -907775.437500 Penalty: 4394.244141
	Iteration 8Q: 3 clusters Score -907775.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -907864.875000 Penalty: 4394.244141
	Iteration 9Q: 3 clusters Score -907864.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -907924.750000 Penalty: 4394.244141
	Iteration 10Q: 3 clusters Score -907924.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -907975.812500 Penalty: 4394.244141
	Iteration 11Q: 3 clusters Score -907975.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -908018.125000 Penalty: 4394.244141
	Iteration 12Q: 3 clusters Score -908018.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -908050.437500 Penalty: 4394.244141
	Iteration 13Q: 3 clusters Score -908050.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -908077.562500 Penalty: 4394.244141
	Iteration 14Q: 3 clusters Score -908077.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -908105.625000 Penalty: 4394.244141
	Iteration 15Q: 3 clusters Score -908105.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -908124.562500 Penalty: 4394.244141
	Iteration 16Q: 3 clusters Score -908124.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -908154.000000 Penalty: 4394.244141
	Iteration 17Q: 3 clusters Score -908154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -908178.625000 Penalty: 4394.244141
	Iteration 18Q: 3 clusters Score -908178.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -908199.062500 Penalty: 4394.244141
	Iteration 19Q: 3 clusters Score -908199.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -908215.937500 Penalty: 4394.244141
	Iteration 20F: 3 clusters Score -908215.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -908227.875000 Penalty: 4394.244141
	Iteration 21Q: 3 clusters Score -908227.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -908244.500000 Penalty: 4394.244141
	Iteration 22Q: 3 clusters Score -908244.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -908256.812500 Penalty: 4394.244141
	Iteration 23Q: 3 clusters Score -908256.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -908272.375000 Penalty: 4394.244141
	Iteration 24Q: 3 clusters Score -908272.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -908287.875000 Penalty: 4394.244141
	Iteration 25Q: 3 clusters Score -908287.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -908304.000000 Penalty: 4394.244141
	Iteration 26Q: 3 clusters Score -908304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -908325.187500 Penalty: 4394.244141
	Iteration 27Q: 3 clusters Score -908325.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -908342.062500 Penalty: 4394.244141
	Iteration 28Q: 3 clusters Score -908342.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -908369.187500 Penalty: 4394.244141
	Iteration 29Q: 3 clusters Score -908369.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -908402.062500 Penalty: 4394.244141
	Iteration 30Q: 3 clusters Score -908402.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -908436.562500 Penalty: 4394.244141
	Iteration 31Q: 3 clusters Score -908436.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -908472.812500 Penalty: 4394.244141
	Iteration 32Q: 3 clusters Score -908472.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -908504.687500 Penalty: 4394.244141
	Iteration 33Q: 3 clusters Score -908504.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -908535.125000 Penalty: 4394.244141
	Iteration 34Q: 3 clusters Score -908535.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -908561.187500 Penalty: 4394.244141
	Iteration 35Q: 3 clusters Score -908561.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -908584.187500 Penalty: 4394.244141
	Iteration 36Q: 3 clusters Score -908584.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -908613.375000 Penalty: 4394.244141
	Iteration 37Q: 3 clusters Score -908613.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -908647.125000 Penalty: 4394.244141
	Iteration 38Q: 3 clusters Score -908647.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -908672.875000 Penalty: 4394.244141
	Iteration 39Q: 3 clusters Score -908672.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -908697.437500 Penalty: 4394.244141
	Iteration 40F: 3 clusters Score -908697.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -908721.937500 Penalty: 4394.244141
	Iteration 41Q: 3 clusters Score -908721.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -908746.937500 Penalty: 4394.244141
	Iteration 42Q: 3 clusters Score -908746.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -908768.125000 Penalty: 4394.244141
	Iteration 43Q: 3 clusters Score -908768.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -908784.937500 Penalty: 4394.244141
	Iteration 44Q: 3 clusters Score -908784.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -908798.562500 Penalty: 4394.244141
	Iteration 45Q: 3 clusters Score -908798.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -908810.812500 Penalty: 4394.244141
	Iteration 46Q: 3 clusters Score -908810.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -908817.625000 Penalty: 4394.244141
	Iteration 47Q: 3 clusters Score -908817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -908824.125000 Penalty: 4394.244141
	Iteration 48Q: 3 clusters Score -908824.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -908827.812500 Penalty: 4394.244141
	Iteration 49Q: 3 clusters Score -908827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -908835.187500 Penalty: 4394.244141
	Iteration 50Q: 3 clusters Score -908835.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -908844.500000 Penalty: 4394.244141
	Iteration 51Q: 3 clusters Score -908844.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -908853.875000 Penalty: 4394.244141
	Iteration 52Q: 3 clusters Score -908853.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -908860.125000 Penalty: 4394.244141
	Iteration 53Q: 3 clusters Score -908860.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -908864.187500 Penalty: 4394.244141
	Iteration 54Q: 3 clusters Score -908864.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -908870.875000 Penalty: 4394.244141
	Iteration 55Q: 3 clusters Score -908870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -908877.375000 Penalty: 4394.244141
	Iteration 56Q: 3 clusters Score -908877.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -908881.750000 Penalty: 4394.244141
	Iteration 57Q: 3 clusters Score -908881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -908886.312500 Penalty: 4394.244141
	Iteration 58Q: 3 clusters Score -908886.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -908889.812500 Penalty: 4394.244141
	Iteration 59Q: 3 clusters Score -908889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -908895.562500 Penalty: 4394.244141
	Iteration 60F: 3 clusters Score -908895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -908896.250000 Penalty: 4394.244141
	Iteration 61Q: 3 clusters Score -908896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -908897.437500 Penalty: 4394.244141
	Iteration 62Q: 3 clusters Score -908897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -908899.375000 Penalty: 4394.244141
	Iteration 63Q: 3 clusters Score -908899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -908904.750000 Penalty: 4394.244141
	Iteration 64Q: 3 clusters Score -908904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -908914.187500 Penalty: 4394.244141
	Iteration 65Q: 3 clusters Score -908914.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -908924.437500 Penalty: 4394.244141
	Iteration 66Q: 3 clusters Score -908924.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -908931.812500 Penalty: 4394.244141
	Iteration 67Q: 3 clusters Score -908931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -908936.187500 Penalty: 4394.244141
	Iteration 68Q: 3 clusters Score -908936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -908943.437500 Penalty: 4394.244141
	Iteration 69Q: 3 clusters Score -908943.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -908949.000000 Penalty: 4394.244141
	Iteration 70Q: 3 clusters Score -908949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -908950.812500 Penalty: 4394.244141
	Iteration 71Q: 3 clusters Score -908950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -908956.187500 Penalty: 4394.244141
	Iteration 72Q: 3 clusters Score -908956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -908958.750000 Penalty: 4394.244141
	Iteration 73Q: 3 clusters Score -908958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -908960.625000 Penalty: 4394.244141
	Iteration 74Q: 3 clusters Score -908960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -908962.750000 Penalty: 4394.244141
	Iteration 75Q: 3 clusters Score -908962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -908964.500000 Penalty: 4394.244141
	Iteration 76Q: 3 clusters Score -908964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -908964.500000 Penalty: 4394.244141
	Iteration 77F: 3 clusters Score -908964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 7578 members 
Mstep: Class 4 contains 19798 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 27069 members 
Mstep: Class 8 contains 5548 members 
Mstep: Class 9 contains 13201 members 
Mstep: Class 10 contains 14691 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 9667 members 
Mstep: Class 13 contains 43902 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 21 contains 7040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42896608.000000 Penalty: 69427.945312
Iteration 119Q: 23 clusters Score -4.289661e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 7587 members 
Mstep: Class 4 contains 19759 members 
Mstep: Class 5 contains 10882 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 27432 members 
Mstep: Class 8 contains 5550 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 7396 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 43981 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 10263 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 139510 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897080.000000 Penalty: 69427.945312
Iteration 120F: 23 clusters Score -4.289708e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 7586 members 
Mstep: Class 4 contains 19692 members 
Mstep: Class 5 contains 10879 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 27412 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 9666 members 
Mstep: Class 13 contains 43995 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 10255 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 139617 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 22 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897336.000000 Penalty: 69427.945312
Iteration 121Q: 23 clusters Score -4.289734e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2763 members 
Mstep: Class 3 contains 7584 members 
Mstep: Class 4 contains 19646 members 
Mstep: Class 5 contains 10873 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 27432 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 13179 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 7497 members 
Mstep: Class 12 contains 9627 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 1440 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 139659 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897580.000000 Penalty: 69427.945312
Iteration 122Q: 23 clusters Score -4.289758e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 7583 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 10868 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 27435 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 13169 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 7547 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 44030 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 10229 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897844.000000 Penalty: 69427.945312
Iteration 123Q: 23 clusters Score -4.289784e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 7584 members 
Mstep: Class 4 contains 19570 members 
Mstep: Class 5 contains 10868 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 27420 members 
Mstep: Class 8 contains 5508 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 14750 members 
Mstep: Class 11 contains 7594 members 
Mstep: Class 12 contains 9576 members 
Mstep: Class 13 contains 44036 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 10223 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139713 members 
Mstep: Class 21 contains 7026 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897852.000000 Penalty: 69427.945312
Iteration 124Q: 23 clusters Score -4.289785e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 7578 members 
Mstep: Class 4 contains 19542 members 
Mstep: Class 5 contains 10867 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 27418 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 7627 members 
Mstep: Class 12 contains 9566 members 
Mstep: Class 13 contains 44043 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10214 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139737 members 
Mstep: Class 21 contains 7024 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897828.000000 Penalty: 69427.945312
Iteration 125Q: 23 clusters Score -4.289783e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2809 members 
Mstep: Class 3 contains 7580 members 
Mstep: Class 4 contains 19523 members 
Mstep: Class 5 contains 10868 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 27420 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 7655 members 
Mstep: Class 12 contains 9565 members 
Mstep: Class 13 contains 44051 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 10199 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139731 members 
Mstep: Class 21 contains 7025 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897876.000000 Penalty: 69427.945312
Iteration 126Q: 23 clusters Score -4.289788e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2838 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 19506 members 
Mstep: Class 5 contains 10870 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 27405 members 
Mstep: Class 8 contains 5481 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 14784 members 
Mstep: Class 11 contains 7671 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 44058 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10184 members 
Mstep: Class 17 contains 1332 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139755 members 
Mstep: Class 21 contains 7027 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898032.000000 Penalty: 69427.945312
Iteration 127Q: 23 clusters Score -4.289803e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 19496 members 
Mstep: Class 5 contains 10868 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 27393 members 
Mstep: Class 8 contains 5477 members 
Mstep: Class 9 contains 13168 members 
Mstep: Class 10 contains 14798 members 
Mstep: Class 11 contains 7687 members 
Mstep: Class 12 contains 9558 members 
Mstep: Class 13 contains 44060 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10172 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139743 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898036.000000 Penalty: 69427.945312
Iteration 128Q: 23 clusters Score -4.289804e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 19488 members 
Mstep: Class 5 contains 10862 members 
Mstep: Class 6 contains 3268 members 
Mstep: Class 7 contains 27391 members 
Mstep: Class 8 contains 5471 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 14810 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 9553 members 
Mstep: Class 13 contains 44051 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139735 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898096.000000 Penalty: 69427.945312
Iteration 129Q: 23 clusters Score -4.28981e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 7576 members 
Mstep: Class 4 contains 19488 members 
Mstep: Class 5 contains 10860 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 27399 members 
Mstep: Class 8 contains 5470 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 14819 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 9548 members 
Mstep: Class 13 contains 44044 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10166 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139738 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898024.000000 Penalty: 69427.945312
Iteration 130Q: 23 clusters Score -4.289802e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2977 members 
Mstep: Class 3 contains 7573 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10858 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 27390 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 14831 members 
Mstep: Class 11 contains 7713 members 
Mstep: Class 12 contains 9550 members 
Mstep: Class 13 contains 44040 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10164 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139742 members 
Mstep: Class 21 contains 7026 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898084.000000 Penalty: 69427.945312
Iteration 131Q: 23 clusters Score -4.289808e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3019 members 
Mstep: Class 3 contains 7569 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 10857 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 27369 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 7718 members 
Mstep: Class 12 contains 9546 members 
Mstep: Class 13 contains 44025 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10163 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139752 members 
Mstep: Class 21 contains 7027 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898188.000000 Penalty: 69427.945312
Iteration 132Q: 23 clusters Score -4.289819e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 7570 members 
Mstep: Class 4 contains 19464 members 
Mstep: Class 5 contains 10857 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 27353 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 14844 members 
Mstep: Class 11 contains 7722 members 
Mstep: Class 12 contains 9539 members 
Mstep: Class 13 contains 44013 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10163 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139764 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898172.000000 Penalty: 69427.945312
Iteration 133Q: 23 clusters Score -4.289817e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3113 members 
Mstep: Class 3 contains 7569 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 10858 members 
Mstep: Class 6 contains 3191 members 
Mstep: Class 7 contains 27337 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 7728 members 
Mstep: Class 12 contains 9539 members 
Mstep: Class 13 contains 44006 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10161 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139767 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898204.000000 Penalty: 69427.945312
Iteration 134Q: 23 clusters Score -4.28982e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 7568 members 
Mstep: Class 4 contains 19451 members 
Mstep: Class 5 contains 10860 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 27322 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 13160 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 7729 members 
Mstep: Class 12 contains 9546 members 
Mstep: Class 13 contains 43987 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10157 members 
Mstep: Class 17 contains 1216 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139794 members 
Mstep: Class 21 contains 7028 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898256.000000 Penalty: 69427.945312
Iteration 135Q: 23 clusters Score -4.289826e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 19453 members 
Mstep: Class 5 contains 10855 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 27320 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 10 contains 14860 members 
Mstep: Class 11 contains 7729 members 
Mstep: Class 12 contains 9545 members 
Mstep: Class 13 contains 43975 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10152 members 
Mstep: Class 17 contains 1203 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139795 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898292.000000 Penalty: 69427.945312
Iteration 136Q: 23 clusters Score -4.289829e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19456 members 
Mstep: Class 5 contains 10855 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 27304 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 14871 members 
Mstep: Class 11 contains 7727 members 
Mstep: Class 12 contains 9540 members 
Mstep: Class 13 contains 43967 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10148 members 
Mstep: Class 17 contains 1190 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139799 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898400.000000 Penalty: 69427.945312
Iteration 137Q: 23 clusters Score -4.28984e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3294 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19458 members 
Mstep: Class 5 contains 10854 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 14878 members 
Mstep: Class 11 contains 7729 members 
Mstep: Class 12 contains 9534 members 
Mstep: Class 13 contains 43957 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 10143 members 
Mstep: Class 17 contains 1185 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139791 members 
Mstep: Class 21 contains 7027 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898308.000000 Penalty: 69427.945312
Iteration 138Q: 23 clusters Score -4.289831e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19451 members 
Mstep: Class 5 contains 10853 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 27285 members 
Mstep: Class 8 contains 5450 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 14885 members 
Mstep: Class 11 contains 7732 members 
Mstep: Class 12 contains 9524 members 
Mstep: Class 13 contains 43946 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 10141 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139787 members 
Mstep: Class 21 contains 7028 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898372.000000 Penalty: 69427.945312
Iteration 139Q: 23 clusters Score -4.289837e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19442 members 
Mstep: Class 5 contains 10852 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 7 contains 27267 members 
Mstep: Class 8 contains 5452 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 14891 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 9520 members 
Mstep: Class 13 contains 43928 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139779 members 
Mstep: Class 21 contains 7028 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898432.000000 Penalty: 69427.945312
Iteration 140F: 23 clusters Score -4.289843e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19439 members 
Mstep: Class 5 contains 10852 members 
Mstep: Class 6 contains 3105 members 
Mstep: Class 7 contains 27263 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 13168 members 
Mstep: Class 10 contains 14896 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 9517 members 
Mstep: Class 13 contains 43911 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 10139 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139761 members 
Mstep: Class 21 contains 7027 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898516.000000 Penalty: 69427.945312
Iteration 141Q: 23 clusters Score -4.289852e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3536 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19440 members 
Mstep: Class 5 contains 10851 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 27260 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 13169 members 
Mstep: Class 10 contains 14900 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 43890 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 10135 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139746 members 
Mstep: Class 21 contains 7028 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898536.000000 Penalty: 69427.945312
Iteration 142Q: 23 clusters Score -4.289854e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3612 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19442 members 
Mstep: Class 5 contains 10849 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 27257 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 13168 members 
Mstep: Class 10 contains 14901 members 
Mstep: Class 11 contains 7753 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 43873 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 10135 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139729 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898532.000000 Penalty: 69427.945312
Iteration 143Q: 23 clusters Score -4.289853e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 19439 members 
Mstep: Class 5 contains 10848 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 27249 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13168 members 
Mstep: Class 10 contains 14904 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 43845 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 1112 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139720 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898528.000000 Penalty: 69427.945312
Iteration 144Q: 23 clusters Score -4.289853e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 19438 members 
Mstep: Class 5 contains 10847 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 27235 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 13171 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 7761 members 
Mstep: Class 12 contains 9512 members 
Mstep: Class 13 contains 43823 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 10124 members 
Mstep: Class 17 contains 1108 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139695 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898584.000000 Penalty: 69427.945312
Iteration 145Q: 23 clusters Score -4.289858e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 19437 members 
Mstep: Class 5 contains 10843 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 27228 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13169 members 
Mstep: Class 10 contains 14913 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 9513 members 
Mstep: Class 13 contains 43810 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 10115 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139682 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898616.000000 Penalty: 69427.945312
Iteration 146Q: 23 clusters Score -4.289862e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3845 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 19437 members 
Mstep: Class 5 contains 10842 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 27221 members 
Mstep: Class 8 contains 5420 members 
Mstep: Class 9 contains 13170 members 
Mstep: Class 10 contains 14914 members 
Mstep: Class 11 contains 7775 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 43805 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 10102 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139680 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898608.000000 Penalty: 69427.945312
Iteration 147Q: 23 clusters Score -4.289861e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 19437 members 
Mstep: Class 5 contains 10841 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 27194 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 13170 members 
Mstep: Class 10 contains 14917 members 
Mstep: Class 11 contains 7777 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 43793 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10094 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139693 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898700.000000 Penalty: 69427.945312
Iteration 148Q: 23 clusters Score -4.28987e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 19433 members 
Mstep: Class 5 contains 10840 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 27165 members 
Mstep: Class 8 contains 5423 members 
Mstep: Class 9 contains 13171 members 
Mstep: Class 10 contains 14919 members 
Mstep: Class 11 contains 7778 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 43801 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10081 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139709 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898812.000000 Penalty: 69427.945312
Iteration 149Q: 23 clusters Score -4.289881e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 19430 members 
Mstep: Class 5 contains 10840 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 27151 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 13173 members 
Mstep: Class 10 contains 14922 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 43819 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10072 members 
Mstep: Class 17 contains 1091 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139709 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898776.000000 Penalty: 69427.945312
Iteration 150Q: 23 clusters Score -4.289878e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 19433 members 
Mstep: Class 5 contains 10840 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 27131 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13174 members 
Mstep: Class 10 contains 14925 members 
Mstep: Class 11 contains 7784 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 43823 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139700 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898732.000000 Penalty: 69427.945312
Iteration 151Q: 23 clusters Score -4.289873e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 19435 members 
Mstep: Class 5 contains 10840 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 27101 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 13174 members 
Mstep: Class 10 contains 14925 members 
Mstep: Class 11 contains 7786 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 43812 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10067 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139699 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898756.000000 Penalty: 69427.945312
Iteration 152Q: 23 clusters Score -4.289876e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 19436 members 
Mstep: Class 5 contains 10840 members 
Mstep: Class 6 contains 2956 members 
Mstep: Class 7 contains 27073 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 13176 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 7788 members 
Mstep: Class 12 contains 9496 members 
Mstep: Class 13 contains 43804 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10064 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139699 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898776.000000 Penalty: 69427.945312
Iteration 153Q: 23 clusters Score -4.289878e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4175 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 19430 members 
Mstep: Class 5 contains 10839 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 27048 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 13180 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 7791 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 43788 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10060 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 139697 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898772.000000 Penalty: 69427.945312
Iteration 154Q: 23 clusters Score -4.289877e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 19425 members 
Mstep: Class 5 contains 10839 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 27029 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 13184 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 7794 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 43779 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 10057 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139697 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898904.000000 Penalty: 69427.945312
Iteration 155Q: 23 clusters Score -4.28989e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 19422 members 
Mstep: Class 5 contains 10838 members 
Mstep: Class 6 contains 2889 members 
Mstep: Class 7 contains 27007 members 
Mstep: Class 8 contains 5429 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 43782 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 10052 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139695 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898956.000000 Penalty: 69427.945312
Iteration 156Q: 23 clusters Score -4.289896e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 19422 members 
Mstep: Class 5 contains 10838 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 7 contains 26990 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13177 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 7795 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 43769 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 10043 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139698 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899000.000000 Penalty: 69427.945312
Iteration 157Q: 23 clusters Score -4.2899e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4436 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 19426 members 
Mstep: Class 5 contains 10837 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 26976 members 
Mstep: Class 8 contains 5412 members 
Mstep: Class 9 contains 13178 members 
Mstep: Class 10 contains 14925 members 
Mstep: Class 11 contains 7795 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 43763 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 10041 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898952.000000 Penalty: 69427.945312
Iteration 158Q: 23 clusters Score -4.289895e+07 nChanged 295
Entering ConstructFrom: 
Score: -42898952.000000 Penalty: 69427.945312
Entering ConstructFrom: 
Trying to split cluster 1 (8564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Entering Unmasked Estep 
Score: -1108680.375000 Penalty: 2245.719971
	Iteration 0F: 2 clusters Score -1108680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1101961.000000 Penalty: 4491.439941
	Iteration 0F: 3 clusters Score -1101961 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1103744.125000 Penalty: 4491.439941
	Iteration 1F: 3 clusters Score -1103744 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1104026.625000 Penalty: 4491.439941
	Iteration 2F: 3 clusters Score -1104027 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1104205.500000 Penalty: 4491.439941
	Iteration 3Q: 3 clusters Score -1104206 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1104330.000000 Penalty: 4491.439941
	Iteration 4Q: 3 clusters Score -1104330 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1104431.625000 Penalty: 4491.439941
	Iteration 5Q: 3 clusters Score -1104432 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1104529.125000 Penalty: 4491.439941
	Iteration 6Q: 3 clusters Score -1104529 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1104615.375000 Penalty: 4491.439941
	Iteration 7Q: 3 clusters Score -1104615 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1104708.750000 Penalty: 4491.439941
	Iteration 8Q: 3 clusters Score -1104709 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1104776.000000 Penalty: 4491.439941
	Iteration 9Q: 3 clusters Score -1104776 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1104844.125000 Penalty: 4491.439941
	Iteration 10Q: 3 clusters Score -1104844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1104915.375000 Penalty: 4491.439941
	Iteration 11Q: 3 clusters Score -1104915 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1104995.125000 Penalty: 4491.439941
	Iteration 12Q: 3 clusters Score -1104995 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1105070.625000 Penalty: 4491.439941
	Iteration 13Q: 3 clusters Score -1105071 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1105151.750000 Penalty: 4491.439941
	Iteration 14Q: 3 clusters Score -1105152 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1105257.125000 Penalty: 4491.439941
	Iteration 15Q: 3 clusters Score -1105257 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1105378.250000 Penalty: 4491.439941
	Iteration 16Q: 3 clusters Score -1105378 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1105502.125000 Penalty: 4491.439941
	Iteration 17Q: 3 clusters Score -1105502 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1105642.250000 Penalty: 4491.439941
	Iteration 18Q: 3 clusters Score -1105642 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1105761.000000 Penalty: 4491.439941
	Iteration 19Q: 3 clusters Score -1105761 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1105880.750000 Penalty: 4491.439941
	Iteration 20F: 3 clusters Score -1105881 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1106027.125000 Penalty: 4491.439941
	Iteration 21Q: 3 clusters Score -1106027 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1106160.875000 Penalty: 4491.439941
	Iteration 22Q: 3 clusters Score -1106161 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1106266.875000 Penalty: 4491.439941
	Iteration 23Q: 3 clusters Score -1106267 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1106367.125000 Penalty: 4491.439941
	Iteration 24Q: 3 clusters Score -1106367 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1106436.500000 Penalty: 4491.439941
	Iteration 25Q: 3 clusters Score -1106436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1106488.750000 Penalty: 4491.439941
	Iteration 26Q: 3 clusters Score -1106489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1106528.000000 Penalty: 4491.439941
	Iteration 27Q: 3 clusters Score -1106528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1106553.125000 Penalty: 4491.439941
	Iteration 28Q: 3 clusters Score -1106553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1106576.000000 Penalty: 4491.439941
	Iteration 29Q: 3 clusters Score -1106576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1106591.500000 Penalty: 4491.439941
	Iteration 30Q: 3 clusters Score -1106592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1106607.375000 Penalty: 4491.439941
	Iteration 31Q: 3 clusters Score -1106607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1106620.125000 Penalty: 4491.439941
	Iteration 32Q: 3 clusters Score -1106620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1106628.375000 Penalty: 4491.439941
	Iteration 33Q: 3 clusters Score -1106628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1106640.250000 Penalty: 4491.439941
	Iteration 34Q: 3 clusters Score -1106640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1106644.375000 Penalty: 4491.439941
	Iteration 35Q: 3 clusters Score -1106644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1106649.875000 Penalty: 4491.439941
	Iteration 36Q: 3 clusters Score -1106650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1106655.000000 Penalty: 4491.439941
	Iteration 37Q: 3 clusters Score -1106655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1106667.375000 Penalty: 4491.439941
	Iteration 38Q: 3 clusters Score -1106667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1106673.000000 Penalty: 4491.439941
	Iteration 39Q: 3 clusters Score -1106673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1106681.000000 Penalty: 4491.439941
	Iteration 40F: 3 clusters Score -1106681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1106685.875000 Penalty: 4491.439941
	Iteration 41Q: 3 clusters Score -1106686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1106692.750000 Penalty: 4491.439941
	Iteration 42Q: 3 clusters Score -1106693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1106704.625000 Penalty: 4491.439941
	Iteration 43Q: 3 clusters Score -1106705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1106706.125000 Penalty: 4491.439941
	Iteration 44Q: 3 clusters Score -1106706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1106708.125000 Penalty: 4491.439941
	Iteration 45Q: 3 clusters Score -1106708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1106708.750000 Penalty: 4491.439941
	Iteration 46Q: 3 clusters Score -1106709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1106708.750000 Penalty: 4491.439941
	Iteration 47F: 3 clusters Score -1106709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Entering Unmasked Estep 
Score: -561424.875000 Penalty: 2087.727783
	Iteration 0F: 2 clusters Score -561424.9 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 2286 members 
Entering Unmasked Estep 
Score: -557247.687500 Penalty: 4175.455566
	Iteration 0F: 3 clusters Score -557247.7 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -558251.562500 Penalty: 4175.455566
	Iteration 1F: 3 clusters Score -558251.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -558486.125000 Penalty: 4175.455566
	Iteration 2F: 3 clusters Score -558486.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -558654.687500 Penalty: 4175.455566
	Iteration 3F: 3 clusters Score -558654.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -558770.812500 Penalty: 4175.455566
	Iteration 4Q: 3 clusters Score -558770.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -558846.500000 Penalty: 4175.455566
	Iteration 5Q: 3 clusters Score -558846.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -558920.437500 Penalty: 4175.455566
	Iteration 6Q: 3 clusters Score -558920.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -558989.187500 Penalty: 4175.455566
	Iteration 7Q: 3 clusters Score -558989.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -559053.562500 Penalty: 4175.455566
	Iteration 8Q: 3 clusters Score -559053.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -559106.812500 Penalty: 4175.455566
	Iteration 9Q: 3 clusters Score -559106.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -559155.437500 Penalty: 4175.455566
	Iteration 10Q: 3 clusters Score -559155.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -559199.187500 Penalty: 4175.455566
	Iteration 11Q: 3 clusters Score -559199.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -559231.937500 Penalty: 4175.455566
	Iteration 12Q: 3 clusters Score -559231.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -559255.000000 Penalty: 4175.455566
	Iteration 13Q: 3 clusters Score -559255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -559279.500000 Penalty: 4175.455566
	Iteration 14Q: 3 clusters Score -559279.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -559300.437500 Penalty: 4175.455566
	Iteration 15Q: 3 clusters Score -559300.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -559320.250000 Penalty: 4175.455566
	Iteration 16Q: 3 clusters Score -559320.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -559331.687500 Penalty: 4175.455566
	Iteration 17Q: 3 clusters Score -559331.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -559340.625000 Penalty: 4175.455566
	Iteration 18Q: 3 clusters Score -559340.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -559349.875000 Penalty: 4175.455566
	Iteration 19Q: 3 clusters Score -559349.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -559356.312500 Penalty: 4175.455566
	Iteration 20F: 3 clusters Score -559356.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -559368.125000 Penalty: 4175.455566
	Iteration 21Q: 3 clusters Score -559368.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -559375.625000 Penalty: 4175.455566
	Iteration 22Q: 3 clusters Score -559375.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -559380.250000 Penalty: 4175.455566
	Iteration 23Q: 3 clusters Score -559380.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -559383.312500 Penalty: 4175.455566
	Iteration 24Q: 3 clusters Score -559383.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -559387.125000 Penalty: 4175.455566
	Iteration 25Q: 3 clusters Score -559387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -559388.562500 Penalty: 4175.455566
	Iteration 26Q: 3 clusters Score -559388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -559390.875000 Penalty: 4175.455566
	Iteration 27Q: 3 clusters Score -559390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -559390.625000 Penalty: 4175.455566
	Iteration 28Q: 3 clusters Score -559390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -559392.625000 Penalty: 4175.455566
	Iteration 29Q: 3 clusters Score -559392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -559393.250000 Penalty: 4175.455566
	Iteration 30Q: 3 clusters Score -559393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -559394.000000 Penalty: 4175.455566
	Iteration 31Q: 3 clusters Score -559394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -559395.375000 Penalty: 4175.455566
	Iteration 32Q: 3 clusters Score -559395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -559395.750000 Penalty: 4175.455566
	Iteration 33Q: 3 clusters Score -559395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -559396.500000 Penalty: 4175.455566
	Iteration 34Q: 3 clusters Score -559396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -559397.500000 Penalty: 4175.455566
	Iteration 35Q: 3 clusters Score -559397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -559396.375000 Penalty: 4175.455566
	Iteration 36Q: 3 clusters Score -559396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -559396.375000 Penalty: 4175.455566
	Iteration 37F: 3 clusters Score -559396.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Entering Unmasked Estep 
Score: -989413.812500 Penalty: 2214.696777
	Iteration 0F: 2 clusters Score -989413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -983279.937500 Penalty: 4429.393555
	Iteration 0F: 3 clusters Score -983279.9 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -984881.625000 Penalty: 4429.393555
	Iteration 1F: 3 clusters Score -984881.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -985152.062500 Penalty: 4429.393555
	Iteration 2F: 3 clusters Score -985152.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -985314.562500 Penalty: 4429.393555
	Iteration 3Q: 3 clusters Score -985314.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -985413.375000 Penalty: 4429.393555
	Iteration 4Q: 3 clusters Score -985413.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -985494.500000 Penalty: 4429.393555
	Iteration 5Q: 3 clusters Score -985494.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -985548.562500 Penalty: 4429.393555
	Iteration 6Q: 3 clusters Score -985548.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -985595.687500 Penalty: 4429.393555
	Iteration 7Q: 3 clusters Score -985595.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -985635.375000 Penalty: 4429.393555
	Iteration 8Q: 3 clusters Score -985635.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -985666.187500 Penalty: 4429.393555
	Iteration 9Q: 3 clusters Score -985666.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -985693.125000 Penalty: 4429.393555
	Iteration 10Q: 3 clusters Score -985693.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -985720.312500 Penalty: 4429.393555
	Iteration 11Q: 3 clusters Score -985720.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -985752.375000 Penalty: 4429.393555
	Iteration 12Q: 3 clusters Score -985752.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -985790.937500 Penalty: 4429.393555
	Iteration 13Q: 3 clusters Score -985790.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -985837.125000 Penalty: 4429.393555
	Iteration 14Q: 3 clusters Score -985837.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -985898.000000 Penalty: 4429.393555
	Iteration 15Q: 3 clusters Score -985898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -985963.937500 Penalty: 4429.393555
	Iteration 16Q: 3 clusters Score -985963.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -986032.937500 Penalty: 4429.393555
	Iteration 17Q: 3 clusters Score -986032.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -986104.750000 Penalty: 4429.393555
	Iteration 18Q: 3 clusters Score -986104.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -986188.187500 Penalty: 4429.393555
	Iteration 19Q: 3 clusters Score -986188.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -986290.312500 Penalty: 4429.393555
	Iteration 20F: 3 clusters Score -986290.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -986408.500000 Penalty: 4429.393555
	Iteration 21Q: 3 clusters Score -986408.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -986529.375000 Penalty: 4429.393555
	Iteration 22Q: 3 clusters Score -986529.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -986636.000000 Penalty: 4429.393555
	Iteration 23Q: 3 clusters Score -986636 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -986750.875000 Penalty: 4429.393555
	Iteration 24Q: 3 clusters Score -986750.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -986860.250000 Penalty: 4429.393555
	Iteration 25Q: 3 clusters Score -986860.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -986968.000000 Penalty: 4429.393555
	Iteration 26Q: 3 clusters Score -986968 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -987079.000000 Penalty: 4429.393555
	Iteration 27Q: 3 clusters Score -987079 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -987164.875000 Penalty: 4429.393555
	Iteration 28Q: 3 clusters Score -987164.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -987235.125000 Penalty: 4429.393555
	Iteration 29Q: 3 clusters Score -987235.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -987282.562500 Penalty: 4429.393555
	Iteration 30Q: 3 clusters Score -987282.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -987313.625000 Penalty: 4429.393555
	Iteration 31Q: 3 clusters Score -987313.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -987342.625000 Penalty: 4429.393555
	Iteration 32Q: 3 clusters Score -987342.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -987368.187500 Penalty: 4429.393555
	Iteration 33Q: 3 clusters Score -987368.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -987387.312500 Penalty: 4429.393555
	Iteration 34Q: 3 clusters Score -987387.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -987401.000000 Penalty: 4429.393555
	Iteration 35Q: 3 clusters Score -987401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -987411.312500 Penalty: 4429.393555
	Iteration 36Q: 3 clusters Score -987411.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -987419.750000 Penalty: 4429.393555
	Iteration 37Q: 3 clusters Score -987419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -987426.812500 Penalty: 4429.393555
	Iteration 38Q: 3 clusters Score -987426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -987431.375000 Penalty: 4429.393555
	Iteration 39Q: 3 clusters Score -987431.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -987435.062500 Penalty: 4429.393555
	Iteration 40F: 3 clusters Score -987435.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -987439.625000 Penalty: 4429.393555
	Iteration 41Q: 3 clusters Score -987439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -987442.000000 Penalty: 4429.393555
	Iteration 42Q: 3 clusters Score -987442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -987441.187500 Penalty: 4429.393555
	Iteration 43Q: 3 clusters Score -987441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -987441.187500 Penalty: 4429.393555
	Iteration 44F: 3 clusters Score -987441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Entering Unmasked Estep 
Score: -2541922.250000 Penalty: 2448.868652
	Iteration 0F: 2 clusters Score -2541922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2528253.000000 Penalty: 4897.737305
	Iteration 0F: 3 clusters Score -2528253 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2532819.500000 Penalty: 4897.737305
	Iteration 1F: 3 clusters Score -2532820 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2533181.000000 Penalty: 4897.737305
	Iteration 2F: 3 clusters Score -2533181 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2533425.250000 Penalty: 4897.737305
	Iteration 3Q: 3 clusters Score -2533425 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2533678.250000 Penalty: 4897.737305
	Iteration 4Q: 3 clusters Score -2533678 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2533891.500000 Penalty: 4897.737305
	Iteration 5Q: 3 clusters Score -2533892 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2534111.500000 Penalty: 4897.737305
	Iteration 6Q: 3 clusters Score -2534112 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2534366.250000 Penalty: 4897.737305
	Iteration 7Q: 3 clusters Score -2534366 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2534638.250000 Penalty: 4897.737305
	Iteration 8Q: 3 clusters Score -2534638 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2534933.000000 Penalty: 4897.737305
	Iteration 9Q: 3 clusters Score -2534933 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2535290.500000 Penalty: 4897.737305
	Iteration 10Q: 3 clusters Score -2535290 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2535769.750000 Penalty: 4897.737305
	Iteration 11Q: 3 clusters Score -2535770 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2536332.500000 Penalty: 4897.737305
	Iteration 12Q: 3 clusters Score -2536332 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2536940.500000 Penalty: 4897.737305
	Iteration 13Q: 3 clusters Score -2536940 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2537496.750000 Penalty: 4897.737305
	Iteration 14Q: 3 clusters Score -2537497 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2538006.000000 Penalty: 4897.737305
	Iteration 15Q: 3 clusters Score -2538006 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2538479.000000 Penalty: 4897.737305
	Iteration 16Q: 3 clusters Score -2538479 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2538875.250000 Penalty: 4897.737305
	Iteration 17Q: 3 clusters Score -2538875 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2539157.000000 Penalty: 4897.737305
	Iteration 18Q: 3 clusters Score -2539157 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2539377.000000 Penalty: 4897.737305
	Iteration 19Q: 3 clusters Score -2539377 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2539535.000000 Penalty: 4897.737305
	Iteration 20F: 3 clusters Score -2539535 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2539651.500000 Penalty: 4897.737305
	Iteration 21Q: 3 clusters Score -2539652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2539733.000000 Penalty: 4897.737305
	Iteration 22Q: 3 clusters Score -2539733 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2539805.500000 Penalty: 4897.737305
	Iteration 23Q: 3 clusters Score -2539806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2539847.000000 Penalty: 4897.737305
	Iteration 24Q: 3 clusters Score -2539847 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2539886.250000 Penalty: 4897.737305
	Iteration 25Q: 3 clusters Score -2539886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2539922.000000 Penalty: 4897.737305
	Iteration 26Q: 3 clusters Score -2539922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2539959.000000 Penalty: 4897.737305
	Iteration 27Q: 3 clusters Score -2539959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2539976.250000 Penalty: 4897.737305
	Iteration 28Q: 3 clusters Score -2539976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2539994.500000 Penalty: 4897.737305
	Iteration 29Q: 3 clusters Score -2539994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2540000.250000 Penalty: 4897.737305
	Iteration 30Q: 3 clusters Score -2540000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2540007.750000 Penalty: 4897.737305
	Iteration 31Q: 3 clusters Score -2540008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2540004.500000 Penalty: 4897.737305
	Iteration 32Q: 3 clusters Score -2540004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2540013.000000 Penalty: 4897.737305
	Iteration 33Q: 3 clusters Score -2540013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2540014.000000 Penalty: 4897.737305
	Iteration 34Q: 3 clusters Score -2540014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2540014.250000 Penalty: 4897.737305
	Iteration 35Q: 3 clusters Score -2540014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2540018.000000 Penalty: 4897.737305
	Iteration 36Q: 3 clusters Score -2540018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2540018.000000 Penalty: 4897.737305
	Iteration 37F: 3 clusters Score -2540018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Entering Unmasked Estep 
Score: -1408386.000000 Penalty: 2304.099121
	Iteration 0F: 2 clusters Score -1408386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1400159.500000 Penalty: 4608.198242
	Iteration 0F: 3 clusters Score -1400160 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1402718.875000 Penalty: 4608.198242
	Iteration 1F: 3 clusters Score -1402719 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1403202.500000 Penalty: 4608.198242
	Iteration 2F: 3 clusters Score -1403202 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1403648.500000 Penalty: 4608.198242
	Iteration 3F: 3 clusters Score -1403648 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1404087.250000 Penalty: 4608.198242
	Iteration 4F: 3 clusters Score -1404087 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1404490.375000 Penalty: 4608.198242
	Iteration 5F: 3 clusters Score -1404490 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1404847.750000 Penalty: 4608.198242
	Iteration 6F: 3 clusters Score -1404848 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1405112.500000 Penalty: 4608.198242
	Iteration 7Q: 3 clusters Score -1405112 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1405315.000000 Penalty: 4608.198242
	Iteration 8Q: 3 clusters Score -1405315 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1405453.500000 Penalty: 4608.198242
	Iteration 9Q: 3 clusters Score -1405454 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1405557.875000 Penalty: 4608.198242
	Iteration 10Q: 3 clusters Score -1405558 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1405654.000000 Penalty: 4608.198242
	Iteration 11Q: 3 clusters Score -1405654 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1405732.750000 Penalty: 4608.198242
	Iteration 12Q: 3 clusters Score -1405733 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1405796.125000 Penalty: 4608.198242
	Iteration 13Q: 3 clusters Score -1405796 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1405863.125000 Penalty: 4608.198242
	Iteration 14Q: 3 clusters Score -1405863 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1405919.125000 Penalty: 4608.198242
	Iteration 15Q: 3 clusters Score -1405919 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1405982.625000 Penalty: 4608.198242
	Iteration 16Q: 3 clusters Score -1405983 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1406031.500000 Penalty: 4608.198242
	Iteration 17Q: 3 clusters Score -1406032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1406094.250000 Penalty: 4608.198242
	Iteration 18Q: 3 clusters Score -1406094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1406155.000000 Penalty: 4608.198242
	Iteration 19Q: 3 clusters Score -1406155 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1406220.000000 Penalty: 4608.198242
	Iteration 20F: 3 clusters Score -1406220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1406290.250000 Penalty: 4608.198242
	Iteration 21Q: 3 clusters Score -1406290 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1406376.250000 Penalty: 4608.198242
	Iteration 22Q: 3 clusters Score -1406376 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1406440.750000 Penalty: 4608.198242
	Iteration 23Q: 3 clusters Score -1406441 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1406502.500000 Penalty: 4608.198242
	Iteration 24Q: 3 clusters Score -1406502 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1406557.625000 Penalty: 4608.198242
	Iteration 25Q: 3 clusters Score -1406558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1406596.125000 Penalty: 4608.198242
	Iteration 26Q: 3 clusters Score -1406596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1406616.500000 Penalty: 4608.198242
	Iteration 27Q: 3 clusters Score -1406616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1406639.750000 Penalty: 4608.198242
	Iteration 28Q: 3 clusters Score -1406640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1406658.500000 Penalty: 4608.198242
	Iteration 29Q: 3 clusters Score -1406658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1406673.750000 Penalty: 4608.198242
	Iteration 30Q: 3 clusters Score -1406674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1406683.875000 Penalty: 4608.198242
	Iteration 31Q: 3 clusters Score -1406684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1406695.250000 Penalty: 4608.198242
	Iteration 32Q: 3 clusters Score -1406695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1406701.500000 Penalty: 4608.198242
	Iteration 33Q: 3 clusters Score -1406702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1406710.625000 Penalty: 4608.198242
	Iteration 34Q: 3 clusters Score -1406711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1406713.500000 Penalty: 4608.198242
	Iteration 35Q: 3 clusters Score -1406714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1406715.875000 Penalty: 4608.198242
	Iteration 36Q: 3 clusters Score -1406716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1406714.625000 Penalty: 4608.198242
	Iteration 37Q: 3 clusters Score -1406715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1406714.375000 Penalty: 4608.198242
	Iteration 38Q: 3 clusters Score -1406714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1406715.375000 Penalty: 4608.198242
	Iteration 39Q: 3 clusters Score -1406715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1406718.500000 Penalty: 4608.198242
	Iteration 40F: 3 clusters Score -1406718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1406720.250000 Penalty: 4608.198242
	Iteration 41Q: 3 clusters Score -1406720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1406723.250000 Penalty: 4608.198242
	Iteration 42Q: 3 clusters Score -1406723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1406725.250000 Penalty: 4608.198242
	Iteration 43Q: 3 clusters Score -1406725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1406728.375000 Penalty: 4608.198242
	Iteration 44Q: 3 clusters Score -1406728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1406728.875000 Penalty: 4608.198242
	Iteration 45Q: 3 clusters Score -1406729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1406730.500000 Penalty: 4608.198242
	Iteration 46Q: 3 clusters Score -1406730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1406731.250000 Penalty: 4608.198242
	Iteration 47Q: 3 clusters Score -1406731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1406731.625000 Penalty: 4608.198242
	Iteration 48Q: 3 clusters Score -1406732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1406731.875000 Penalty: 4608.198242
	Iteration 49Q: 3 clusters Score -1406732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1406731.875000 Penalty: 4608.198242
	Iteration 50F: 3 clusters Score -1406732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -352377.468750 Penalty: 1969.529541
	Iteration 0F: 2 clusters Score -352377.5 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 1412 members 
Entering Unmasked Estep 
Score: -349219.531250 Penalty: 3939.059082
	Iteration 0F: 3 clusters Score -349219.5 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -349884.281250 Penalty: 3939.059082
	Iteration 1F: 3 clusters Score -349884.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -350094.875000 Penalty: 3939.059082
	Iteration 2F: 3 clusters Score -350094.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -350250.687500 Penalty: 3939.059082
	Iteration 3F: 3 clusters Score -350250.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -350387.031250 Penalty: 3939.059082
	Iteration 4Q: 3 clusters Score -350387 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -350487.500000 Penalty: 3939.059082
	Iteration 5Q: 3 clusters Score -350487.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -350567.562500 Penalty: 3939.059082
	Iteration 6Q: 3 clusters Score -350567.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -350665.562500 Penalty: 3939.059082
	Iteration 7Q: 3 clusters Score -350665.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -350776.125000 Penalty: 3939.059082
	Iteration 8Q: 3 clusters Score -350776.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -350864.375000 Penalty: 3939.059082
	Iteration 9Q: 3 clusters Score -350864.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -350944.531250 Penalty: 3939.059082
	Iteration 10Q: 3 clusters Score -350944.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -351022.625000 Penalty: 3939.059082
	Iteration 11Q: 3 clusters Score -351022.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -351099.875000 Penalty: 3939.059082
	Iteration 12Q: 3 clusters Score -351099.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -351168.843750 Penalty: 3939.059082
	Iteration 13Q: 3 clusters Score -351168.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -351232.687500 Penalty: 3939.059082
	Iteration 14Q: 3 clusters Score -351232.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -351282.343750 Penalty: 3939.059082
	Iteration 15Q: 3 clusters Score -351282.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -351321.312500 Penalty: 3939.059082
	Iteration 16Q: 3 clusters Score -351321.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -351357.062500 Penalty: 3939.059082
	Iteration 17Q: 3 clusters Score -351357.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -351379.125000 Penalty: 3939.059082
	Iteration 18Q: 3 clusters Score -351379.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -351383.593750 Penalty: 3939.059082
	Iteration 19Q: 3 clusters Score -351383.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -351389.312500 Penalty: 3939.059082
	Iteration 20F: 3 clusters Score -351389.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -351397.312500 Penalty: 3939.059082
	Iteration 21Q: 3 clusters Score -351397.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -351417.312500 Penalty: 3939.059082
	Iteration 22Q: 3 clusters Score -351417.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -351425.625000 Penalty: 3939.059082
	Iteration 23Q: 3 clusters Score -351425.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -351433.937500 Penalty: 3939.059082
	Iteration 24Q: 3 clusters Score -351433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -351436.718750 Penalty: 3939.059082
	Iteration 25Q: 3 clusters Score -351436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -351437.968750 Penalty: 3939.059082
	Iteration 26Q: 3 clusters Score -351438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -351439.093750 Penalty: 3939.059082
	Iteration 27Q: 3 clusters Score -351439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -351440.500000 Penalty: 3939.059082
	Iteration 28Q: 3 clusters Score -351440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -351442.687500 Penalty: 3939.059082
	Iteration 29Q: 3 clusters Score -351442.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -351445.093750 Penalty: 3939.059082
	Iteration 30Q: 3 clusters Score -351445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -351447.593750 Penalty: 3939.059082
	Iteration 31Q: 3 clusters Score -351447.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -351451.156250 Penalty: 3939.059082
	Iteration 32Q: 3 clusters Score -351451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -351452.187500 Penalty: 3939.059082
	Iteration 33Q: 3 clusters Score -351452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -351454.343750 Penalty: 3939.059082
	Iteration 34Q: 3 clusters Score -351454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -351454.437500 Penalty: 3939.059082
	Iteration 35Q: 3 clusters Score -351454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -351454.875000 Penalty: 3939.059082
	Iteration 36Q: 3 clusters Score -351454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -351455.562500 Penalty: 3939.059082
	Iteration 37Q: 3 clusters Score -351455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -351455.562500 Penalty: 3939.059082
	Iteration 38F: 3 clusters Score -351455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Entering Unmasked Estep 
Score: -3377074.750000 Penalty: 2530.086426
	Iteration 0F: 2 clusters Score -3377075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3358544.000000 Penalty: 5060.172852
	Iteration 0F: 3 clusters Score -3358544 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3365037.250000 Penalty: 5060.172852
	Iteration 1F: 3 clusters Score -3365037 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3365546.250000 Penalty: 5060.172852
	Iteration 2F: 3 clusters Score -3365546 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3366005.250000 Penalty: 5060.172852
	Iteration 3Q: 3 clusters Score -3366005 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3366464.750000 Penalty: 5060.172852
	Iteration 4Q: 3 clusters Score -3366465 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3366957.250000 Penalty: 5060.172852
	Iteration 5Q: 3 clusters Score -3366957 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3367610.500000 Penalty: 5060.172852
	Iteration 6Q: 3 clusters Score -3367610 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3368538.500000 Penalty: 5060.172852
	Iteration 7F: 3 clusters Score -3368538 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3369627.500000 Penalty: 5060.172852
	Iteration 8F: 3 clusters Score -3369628 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3370789.500000 Penalty: 5060.172852
	Iteration 9F: 3 clusters Score -3370790 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3371924.250000 Penalty: 5060.172852
	Iteration 10F: 3 clusters Score -3371924 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3373018.500000 Penalty: 5060.172852
	Iteration 11Q: 3 clusters Score -3373018 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3373750.750000 Penalty: 5060.172852
	Iteration 12Q: 3 clusters Score -3373751 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3374199.000000 Penalty: 5060.172852
	Iteration 13Q: 3 clusters Score -3374199 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3374480.750000 Penalty: 5060.172852
	Iteration 14Q: 3 clusters Score -3374481 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3374645.750000 Penalty: 5060.172852
	Iteration 15Q: 3 clusters Score -3374646 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3374758.000000 Penalty: 5060.172852
	Iteration 16Q: 3 clusters Score -3374758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3374842.250000 Penalty: 5060.172852
	Iteration 17Q: 3 clusters Score -3374842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3374905.000000 Penalty: 5060.172852
	Iteration 18Q: 3 clusters Score -3374905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3374930.000000 Penalty: 5060.172852
	Iteration 19Q: 3 clusters Score -3374930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3374951.500000 Penalty: 5060.172852
	Iteration 20F: 3 clusters Score -3374952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3374965.750000 Penalty: 5060.172852
	Iteration 21Q: 3 clusters Score -3374966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3374972.500000 Penalty: 5060.172852
	Iteration 22Q: 3 clusters Score -3374972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3374974.250000 Penalty: 5060.172852
	Iteration 23Q: 3 clusters Score -3374974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3374973.250000 Penalty: 5060.172852
	Iteration 24Q: 3 clusters Score -3374973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3374978.750000 Penalty: 5060.172852
	Iteration 25Q: 3 clusters Score -3374979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3374979.250000 Penalty: 5060.172852
	Iteration 26Q: 3 clusters Score -3374979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3374988.500000 Penalty: 5060.172852
	Iteration 27Q: 3 clusters Score -3374988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3374986.000000 Penalty: 5060.172852
	Iteration 28Q: 3 clusters Score -3374986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3374993.000000 Penalty: 5060.172852
	Iteration 29Q: 3 clusters Score -3374993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3374993.000000 Penalty: 5060.172852
	Iteration 30F: 3 clusters Score -3374993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -707023.062500 Penalty: 2131.717285
	Iteration 0F: 2 clusters Score -707023.1 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 2755 members 
Entering Unmasked Estep 
Score: -702265.750000 Penalty: 4263.434570
	Iteration 0F: 3 clusters Score -702265.8 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -703393.250000 Penalty: 4263.434570
	Iteration 1F: 3 clusters Score -703393.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -703671.062500 Penalty: 4263.434570
	Iteration 2F: 3 clusters Score -703671.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -703903.875000 Penalty: 4263.434570
	Iteration 3F: 3 clusters Score -703903.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -704102.687500 Penalty: 4263.434570
	Iteration 4F: 3 clusters Score -704102.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -704245.687500 Penalty: 4263.434570
	Iteration 5Q: 3 clusters Score -704245.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -704365.000000 Penalty: 4263.434570
	Iteration 6Q: 3 clusters Score -704365 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -704476.312500 Penalty: 4263.434570
	Iteration 7Q: 3 clusters Score -704476.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -704570.250000 Penalty: 4263.434570
	Iteration 8Q: 3 clusters Score -704570.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -704649.687500 Penalty: 4263.434570
	Iteration 9Q: 3 clusters Score -704649.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -704718.250000 Penalty: 4263.434570
	Iteration 10Q: 3 clusters Score -704718.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -704785.625000 Penalty: 4263.434570
	Iteration 11Q: 3 clusters Score -704785.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -704851.750000 Penalty: 4263.434570
	Iteration 12Q: 3 clusters Score -704851.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -704916.062500 Penalty: 4263.434570
	Iteration 13Q: 3 clusters Score -704916.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -704982.312500 Penalty: 4263.434570
	Iteration 14Q: 3 clusters Score -704982.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -705050.812500 Penalty: 4263.434570
	Iteration 15Q: 3 clusters Score -705050.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -705122.375000 Penalty: 4263.434570
	Iteration 16Q: 3 clusters Score -705122.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -705196.125000 Penalty: 4263.434570
	Iteration 17Q: 3 clusters Score -705196.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -705253.500000 Penalty: 4263.434570
	Iteration 18Q: 3 clusters Score -705253.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -705298.812500 Penalty: 4263.434570
	Iteration 19Q: 3 clusters Score -705298.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -705345.125000 Penalty: 4263.434570
	Iteration 20F: 3 clusters Score -705345.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -705377.625000 Penalty: 4263.434570
	Iteration 21Q: 3 clusters Score -705377.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -705400.312500 Penalty: 4263.434570
	Iteration 22Q: 3 clusters Score -705400.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -705422.812500 Penalty: 4263.434570
	Iteration 23Q: 3 clusters Score -705422.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -705441.500000 Penalty: 4263.434570
	Iteration 24Q: 3 clusters Score -705441.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -705461.125000 Penalty: 4263.434570
	Iteration 25Q: 3 clusters Score -705461.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -705480.375000 Penalty: 4263.434570
	Iteration 26Q: 3 clusters Score -705480.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -705499.687500 Penalty: 4263.434570
	Iteration 27Q: 3 clusters Score -705499.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -705514.062500 Penalty: 4263.434570
	Iteration 28Q: 3 clusters Score -705514.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -705522.687500 Penalty: 4263.434570
	Iteration 29Q: 3 clusters Score -705522.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -705532.750000 Penalty: 4263.434570
	Iteration 30Q: 3 clusters Score -705532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -705544.375000 Penalty: 4263.434570
	Iteration 31Q: 3 clusters Score -705544.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -705560.375000 Penalty: 4263.434570
	Iteration 32Q: 3 clusters Score -705560.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -705568.625000 Penalty: 4263.434570
	Iteration 33Q: 3 clusters Score -705568.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -705580.562500 Penalty: 4263.434570
	Iteration 34Q: 3 clusters Score -705580.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -705599.750000 Penalty: 4263.434570
	Iteration 35Q: 3 clusters Score -705599.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -705627.187500 Penalty: 4263.434570
	Iteration 36Q: 3 clusters Score -705627.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -705645.125000 Penalty: 4263.434570
	Iteration 37Q: 3 clusters Score -705645.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -705671.000000 Penalty: 4263.434570
	Iteration 38Q: 3 clusters Score -705671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -705691.812500 Penalty: 4263.434570
	Iteration 39Q: 3 clusters Score -705691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -705706.125000 Penalty: 4263.434570
	Iteration 40F: 3 clusters Score -705706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -705713.062500 Penalty: 4263.434570
	Iteration 41Q: 3 clusters Score -705713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -705717.812500 Penalty: 4263.434570
	Iteration 42Q: 3 clusters Score -705717.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -705726.875000 Penalty: 4263.434570
	Iteration 43Q: 3 clusters Score -705726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -705731.687500 Penalty: 4263.434570
	Iteration 44Q: 3 clusters Score -705731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -705734.000000 Penalty: 4263.434570
	Iteration 45Q: 3 clusters Score -705734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -705735.812500 Penalty: 4263.434570
	Iteration 46Q: 3 clusters Score -705735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -705738.375000 Penalty: 4263.434570
	Iteration 47Q: 3 clusters Score -705738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -705738.500000 Penalty: 4263.434570
	Iteration 48Q: 3 clusters Score -705738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -705740.437500 Penalty: 4263.434570
	Iteration 49Q: 3 clusters Score -705740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -705740.437500 Penalty: 4263.434570
	Iteration 50F: 3 clusters Score -705740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Entering Unmasked Estep 
Score: -1734230.625000 Penalty: 2352.603516
	Iteration 0F: 2 clusters Score -1734231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1724489.875000 Penalty: 4705.207031
	Iteration 0F: 3 clusters Score -1724490 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1727382.875000 Penalty: 4705.207031
	Iteration 1F: 3 clusters Score -1727383 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1727695.000000 Penalty: 4705.207031
	Iteration 2F: 3 clusters Score -1727695 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1727939.375000 Penalty: 4705.207031
	Iteration 3Q: 3 clusters Score -1727939 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1728166.625000 Penalty: 4705.207031
	Iteration 4Q: 3 clusters Score -1728167 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1728385.625000 Penalty: 4705.207031
	Iteration 5Q: 3 clusters Score -1728386 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1728621.000000 Penalty: 4705.207031
	Iteration 6Q: 3 clusters Score -1728621 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1728880.000000 Penalty: 4705.207031
	Iteration 7Q: 3 clusters Score -1728880 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1729200.625000 Penalty: 4705.207031
	Iteration 8Q: 3 clusters Score -1729201 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1729597.000000 Penalty: 4705.207031
	Iteration 9Q: 3 clusters Score -1729597 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1730015.625000 Penalty: 4705.207031
	Iteration 10Q: 3 clusters Score -1730016 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1730429.625000 Penalty: 4705.207031
	Iteration 11Q: 3 clusters Score -1730430 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1730821.000000 Penalty: 4705.207031
	Iteration 12Q: 3 clusters Score -1730821 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1731179.125000 Penalty: 4705.207031
	Iteration 13Q: 3 clusters Score -1731179 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1731426.125000 Penalty: 4705.207031
	Iteration 14Q: 3 clusters Score -1731426 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1731619.875000 Penalty: 4705.207031
	Iteration 15Q: 3 clusters Score -1731620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1731767.250000 Penalty: 4705.207031
	Iteration 16Q: 3 clusters Score -1731767 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1731873.000000 Penalty: 4705.207031
	Iteration 17Q: 3 clusters Score -1731873 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1731967.375000 Penalty: 4705.207031
	Iteration 18Q: 3 clusters Score -1731967 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1732029.500000 Penalty: 4705.207031
	Iteration 19Q: 3 clusters Score -1732030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1732084.875000 Penalty: 4705.207031
	Iteration 20F: 3 clusters Score -1732085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1732114.375000 Penalty: 4705.207031
	Iteration 21Q: 3 clusters Score -1732114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1732143.625000 Penalty: 4705.207031
	Iteration 22Q: 3 clusters Score -1732144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1732153.750000 Penalty: 4705.207031
	Iteration 23Q: 3 clusters Score -1732154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1732168.875000 Penalty: 4705.207031
	Iteration 24Q: 3 clusters Score -1732169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1732178.250000 Penalty: 4705.207031
	Iteration 25Q: 3 clusters Score -1732178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1732193.000000 Penalty: 4705.207031
	Iteration 26Q: 3 clusters Score -1732193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1732202.375000 Penalty: 4705.207031
	Iteration 27Q: 3 clusters Score -1732202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1732210.875000 Penalty: 4705.207031
	Iteration 28Q: 3 clusters Score -1732211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1732214.375000 Penalty: 4705.207031
	Iteration 29Q: 3 clusters Score -1732214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1732220.625000 Penalty: 4705.207031
	Iteration 30Q: 3 clusters Score -1732221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1732222.875000 Penalty: 4705.207031
	Iteration 31Q: 3 clusters Score -1732223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1732229.250000 Penalty: 4705.207031
	Iteration 32Q: 3 clusters Score -1732229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1732235.625000 Penalty: 4705.207031
	Iteration 33Q: 3 clusters Score -1732236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1732238.000000 Penalty: 4705.207031
	Iteration 34Q: 3 clusters Score -1732238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1732238.625000 Penalty: 4705.207031
	Iteration 35Q: 3 clusters Score -1732239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1732238.625000 Penalty: 4705.207031
	Iteration 36F: 3 clusters Score -1732239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Entering Unmasked Estep 
Score: -1950807.500000 Penalty: 2383.509766
	Iteration 0F: 2 clusters Score -1950808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1940062.375000 Penalty: 4767.019531
	Iteration 0F: 3 clusters Score -1940062 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1943527.625000 Penalty: 4767.019531
	Iteration 1F: 3 clusters Score -1943528 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1943876.375000 Penalty: 4767.019531
	Iteration 2F: 3 clusters Score -1943876 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1944168.000000 Penalty: 4767.019531
	Iteration 3Q: 3 clusters Score -1944168 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1944437.125000 Penalty: 4767.019531
	Iteration 4Q: 3 clusters Score -1944437 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1944694.375000 Penalty: 4767.019531
	Iteration 5Q: 3 clusters Score -1944694 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1945004.625000 Penalty: 4767.019531
	Iteration 6Q: 3 clusters Score -1945005 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1945354.875000 Penalty: 4767.019531
	Iteration 7Q: 3 clusters Score -1945355 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1945753.375000 Penalty: 4767.019531
	Iteration 8Q: 3 clusters Score -1945753 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1946152.750000 Penalty: 4767.019531
	Iteration 9Q: 3 clusters Score -1946153 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1946546.750000 Penalty: 4767.019531
	Iteration 10Q: 3 clusters Score -1946547 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1946942.375000 Penalty: 4767.019531
	Iteration 11Q: 3 clusters Score -1946942 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1947300.125000 Penalty: 4767.019531
	Iteration 12Q: 3 clusters Score -1947300 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1947593.500000 Penalty: 4767.019531
	Iteration 13Q: 3 clusters Score -1947594 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1947816.000000 Penalty: 4767.019531
	Iteration 14Q: 3 clusters Score -1947816 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1947976.125000 Penalty: 4767.019531
	Iteration 15Q: 3 clusters Score -1947976 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1948099.000000 Penalty: 4767.019531
	Iteration 16Q: 3 clusters Score -1948099 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1948220.250000 Penalty: 4767.019531
	Iteration 17Q: 3 clusters Score -1948220 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1948327.000000 Penalty: 4767.019531
	Iteration 18Q: 3 clusters Score -1948327 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1948402.750000 Penalty: 4767.019531
	Iteration 19Q: 3 clusters Score -1948403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1948471.875000 Penalty: 4767.019531
	Iteration 20F: 3 clusters Score -1948472 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1948514.125000 Penalty: 4767.019531
	Iteration 21Q: 3 clusters Score -1948514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1948552.750000 Penalty: 4767.019531
	Iteration 22Q: 3 clusters Score -1948553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1948585.250000 Penalty: 4767.019531
	Iteration 23Q: 3 clusters Score -1948585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1948614.125000 Penalty: 4767.019531
	Iteration 24Q: 3 clusters Score -1948614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1948639.500000 Penalty: 4767.019531
	Iteration 25Q: 3 clusters Score -1948640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1948658.375000 Penalty: 4767.019531
	Iteration 26Q: 3 clusters Score -1948658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1948674.875000 Penalty: 4767.019531
	Iteration 27Q: 3 clusters Score -1948675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1948684.625000 Penalty: 4767.019531
	Iteration 28Q: 3 clusters Score -1948685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1948700.000000 Penalty: 4767.019531
	Iteration 29Q: 3 clusters Score -1948700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1948712.125000 Penalty: 4767.019531
	Iteration 30Q: 3 clusters Score -1948712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1948714.375000 Penalty: 4767.019531
	Iteration 31Q: 3 clusters Score -1948714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1948719.375000 Penalty: 4767.019531
	Iteration 32Q: 3 clusters Score -1948719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1948723.875000 Penalty: 4767.019531
	Iteration 33Q: 3 clusters Score -1948724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1948731.375000 Penalty: 4767.019531
	Iteration 34Q: 3 clusters Score -1948731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1948734.625000 Penalty: 4767.019531
	Iteration 35Q: 3 clusters Score -1948735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1948739.000000 Penalty: 4767.019531
	Iteration 36Q: 3 clusters Score -1948739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1948738.750000 Penalty: 4767.019531
	Iteration 37Q: 3 clusters Score -1948739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1948742.625000 Penalty: 4767.019531
	Iteration 38Q: 3 clusters Score -1948743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1948743.875000 Penalty: 4767.019531
	Iteration 39Q: 3 clusters Score -1948744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1948748.000000 Penalty: 4767.019531
	Iteration 40F: 3 clusters Score -1948748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1948746.750000 Penalty: 4767.019531
	Iteration 41Q: 3 clusters Score -1948747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1948749.250000 Penalty: 4767.019531
	Iteration 42Q: 3 clusters Score -1948749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1948753.625000 Penalty: 4767.019531
	Iteration 43Q: 3 clusters Score -1948754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1948751.625000 Penalty: 4767.019531
	Iteration 44Q: 3 clusters Score -1948752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1948757.250000 Penalty: 4767.019531
	Iteration 45Q: 3 clusters Score -1948757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1948758.625000 Penalty: 4767.019531
	Iteration 46Q: 3 clusters Score -1948759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1948758.625000 Penalty: 4767.019531
	Iteration 47F: 3 clusters Score -1948759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Entering Unmasked Estep 
Score: -1055579.250000 Penalty: 2222.418701
	Iteration 0F: 2 clusters Score -1055579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1049321.000000 Penalty: 4444.837402
	Iteration 0F: 3 clusters Score -1049321 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1051037.250000 Penalty: 4444.837402
	Iteration 1F: 3 clusters Score -1051037 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1051286.125000 Penalty: 4444.837402
	Iteration 2F: 3 clusters Score -1051286 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1051469.750000 Penalty: 4444.837402
	Iteration 3F: 3 clusters Score -1051470 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1051601.375000 Penalty: 4444.837402
	Iteration 4Q: 3 clusters Score -1051601 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1051703.750000 Penalty: 4444.837402
	Iteration 5Q: 3 clusters Score -1051704 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1051789.625000 Penalty: 4444.837402
	Iteration 6Q: 3 clusters Score -1051790 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1051878.750000 Penalty: 4444.837402
	Iteration 7Q: 3 clusters Score -1051879 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1051980.250000 Penalty: 4444.837402
	Iteration 8Q: 3 clusters Score -1051980 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1052095.750000 Penalty: 4444.837402
	Iteration 9Q: 3 clusters Score -1052096 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1052219.125000 Penalty: 4444.837402
	Iteration 10Q: 3 clusters Score -1052219 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1052361.875000 Penalty: 4444.837402
	Iteration 11Q: 3 clusters Score -1052362 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1052521.250000 Penalty: 4444.837402
	Iteration 12Q: 3 clusters Score -1052521 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1052676.875000 Penalty: 4444.837402
	Iteration 13Q: 3 clusters Score -1052677 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1052811.250000 Penalty: 4444.837402
	Iteration 14Q: 3 clusters Score -1052811 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1052943.625000 Penalty: 4444.837402
	Iteration 15Q: 3 clusters Score -1052944 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1053091.500000 Penalty: 4444.837402
	Iteration 16Q: 3 clusters Score -1053092 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1053215.000000 Penalty: 4444.837402
	Iteration 17Q: 3 clusters Score -1053215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1053315.500000 Penalty: 4444.837402
	Iteration 18Q: 3 clusters Score -1053316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1053393.625000 Penalty: 4444.837402
	Iteration 19Q: 3 clusters Score -1053394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1053443.625000 Penalty: 4444.837402
	Iteration 20F: 3 clusters Score -1053444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1053484.500000 Penalty: 4444.837402
	Iteration 21Q: 3 clusters Score -1053484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1053522.375000 Penalty: 4444.837402
	Iteration 22Q: 3 clusters Score -1053522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1053550.625000 Penalty: 4444.837402
	Iteration 23Q: 3 clusters Score -1053551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1053574.250000 Penalty: 4444.837402
	Iteration 24Q: 3 clusters Score -1053574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1053593.000000 Penalty: 4444.837402
	Iteration 25Q: 3 clusters Score -1053593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1053603.625000 Penalty: 4444.837402
	Iteration 26Q: 3 clusters Score -1053604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1053614.375000 Penalty: 4444.837402
	Iteration 27Q: 3 clusters Score -1053614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1053618.125000 Penalty: 4444.837402
	Iteration 28Q: 3 clusters Score -1053618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1053623.000000 Penalty: 4444.837402
	Iteration 29Q: 3 clusters Score -1053623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1053626.000000 Penalty: 4444.837402
	Iteration 30Q: 3 clusters Score -1053626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1053629.125000 Penalty: 4444.837402
	Iteration 31Q: 3 clusters Score -1053629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1053634.500000 Penalty: 4444.837402
	Iteration 32Q: 3 clusters Score -1053634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1053640.375000 Penalty: 4444.837402
	Iteration 33Q: 3 clusters Score -1053640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1053642.500000 Penalty: 4444.837402
	Iteration 34Q: 3 clusters Score -1053642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1053645.875000 Penalty: 4444.837402
	Iteration 35Q: 3 clusters Score -1053646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1053649.000000 Penalty: 4444.837402
	Iteration 36Q: 3 clusters Score -1053649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1053649.000000 Penalty: 4444.837402
	Iteration 37Q: 3 clusters Score -1053649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1053651.750000 Penalty: 4444.837402
	Iteration 38Q: 3 clusters Score -1053652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1053656.875000 Penalty: 4444.837402
	Iteration 39Q: 3 clusters Score -1053657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1053656.625000 Penalty: 4444.837402
	Iteration 40F: 3 clusters Score -1053657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1053657.750000 Penalty: 4444.837402
	Iteration 41Q: 3 clusters Score -1053658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1053657.750000 Penalty: 4444.837402
	Iteration 42F: 3 clusters Score -1053658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Entering Unmasked Estep 
Score: -1146610.625000 Penalty: 2271.130371
	Iteration 0F: 2 clusters Score -1146611 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 4693 members 
Entering Unmasked Estep 
Score: -1139263.625000 Penalty: 4542.260742
	Iteration 0F: 3 clusters Score -1139264 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1141437.250000 Penalty: 4542.260742
	Iteration 1F: 3 clusters Score -1141437 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1141898.375000 Penalty: 4542.260742
	Iteration 2F: 3 clusters Score -1141898 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1142291.000000 Penalty: 4542.260742
	Iteration 3F: 3 clusters Score -1142291 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1142592.875000 Penalty: 4542.260742
	Iteration 4F: 3 clusters Score -1142593 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1142861.000000 Penalty: 4542.260742
	Iteration 5Q: 3 clusters Score -1142861 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1143100.000000 Penalty: 4542.260742
	Iteration 6Q: 3 clusters Score -1143100 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1143292.250000 Penalty: 4542.260742
	Iteration 7Q: 3 clusters Score -1143292 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1143464.625000 Penalty: 4542.260742
	Iteration 8Q: 3 clusters Score -1143465 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1143636.500000 Penalty: 4542.260742
	Iteration 9Q: 3 clusters Score -1143636 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1143770.375000 Penalty: 4542.260742
	Iteration 10Q: 3 clusters Score -1143770 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1143868.750000 Penalty: 4542.260742
	Iteration 11Q: 3 clusters Score -1143869 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1143937.500000 Penalty: 4542.260742
	Iteration 12Q: 3 clusters Score -1143938 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1143990.375000 Penalty: 4542.260742
	Iteration 13Q: 3 clusters Score -1143990 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1144042.125000 Penalty: 4542.260742
	Iteration 14Q: 3 clusters Score -1144042 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1144076.250000 Penalty: 4542.260742
	Iteration 15Q: 3 clusters Score -1144076 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1144105.750000 Penalty: 4542.260742
	Iteration 16Q: 3 clusters Score -1144106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1144132.375000 Penalty: 4542.260742
	Iteration 17Q: 3 clusters Score -1144132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1144156.875000 Penalty: 4542.260742
	Iteration 18Q: 3 clusters Score -1144157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1144172.875000 Penalty: 4542.260742
	Iteration 19Q: 3 clusters Score -1144173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1144189.125000 Penalty: 4542.260742
	Iteration 20F: 3 clusters Score -1144189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1144205.875000 Penalty: 4542.260742
	Iteration 21Q: 3 clusters Score -1144206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1144219.875000 Penalty: 4542.260742
	Iteration 22Q: 3 clusters Score -1144220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1144236.250000 Penalty: 4542.260742
	Iteration 23Q: 3 clusters Score -1144236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1144255.875000 Penalty: 4542.260742
	Iteration 24Q: 3 clusters Score -1144256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1144275.125000 Penalty: 4542.260742
	Iteration 25Q: 3 clusters Score -1144275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1144289.375000 Penalty: 4542.260742
	Iteration 26Q: 3 clusters Score -1144289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1144299.500000 Penalty: 4542.260742
	Iteration 27Q: 3 clusters Score -1144300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1144316.875000 Penalty: 4542.260742
	Iteration 28Q: 3 clusters Score -1144317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1144326.250000 Penalty: 4542.260742
	Iteration 29Q: 3 clusters Score -1144326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1144335.250000 Penalty: 4542.260742
	Iteration 30Q: 3 clusters Score -1144335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1144345.500000 Penalty: 4542.260742
	Iteration 31Q: 3 clusters Score -1144346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1144351.500000 Penalty: 4542.260742
	Iteration 32Q: 3 clusters Score -1144352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1144361.000000 Penalty: 4542.260742
	Iteration 33Q: 3 clusters Score -1144361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1144372.250000 Penalty: 4542.260742
	Iteration 34Q: 3 clusters Score -1144372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1144383.125000 Penalty: 4542.260742
	Iteration 35Q: 3 clusters Score -1144383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1144395.875000 Penalty: 4542.260742
	Iteration 36Q: 3 clusters Score -1144396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1144413.125000 Penalty: 4542.260742
	Iteration 37Q: 3 clusters Score -1144413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1144430.500000 Penalty: 4542.260742
	Iteration 38Q: 3 clusters Score -1144430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1144452.000000 Penalty: 4542.260742
	Iteration 39Q: 3 clusters Score -1144452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1144474.500000 Penalty: 4542.260742
	Iteration 40F: 3 clusters Score -1144474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1144506.625000 Penalty: 4542.260742
	Iteration 41Q: 3 clusters Score -1144507 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1144532.250000 Penalty: 4542.260742
	Iteration 42Q: 3 clusters Score -1144532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1144549.250000 Penalty: 4542.260742
	Iteration 43Q: 3 clusters Score -1144549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1144572.000000 Penalty: 4542.260742
	Iteration 44Q: 3 clusters Score -1144572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1144590.125000 Penalty: 4542.260742
	Iteration 45Q: 3 clusters Score -1144590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1144613.000000 Penalty: 4542.260742
	Iteration 46Q: 3 clusters Score -1144613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1144634.000000 Penalty: 4542.260742
	Iteration 47Q: 3 clusters Score -1144634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1144663.875000 Penalty: 4542.260742
	Iteration 48Q: 3 clusters Score -1144664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1144696.500000 Penalty: 4542.260742
	Iteration 49Q: 3 clusters Score -1144696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1144721.000000 Penalty: 4542.260742
	Iteration 50Q: 3 clusters Score -1144721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1144757.875000 Penalty: 4542.260742
	Iteration 51Q: 3 clusters Score -1144758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1144778.375000 Penalty: 4542.260742
	Iteration 52Q: 3 clusters Score -1144778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1144800.625000 Penalty: 4542.260742
	Iteration 53Q: 3 clusters Score -1144801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1144817.125000 Penalty: 4542.260742
	Iteration 54Q: 3 clusters Score -1144817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1144838.375000 Penalty: 4542.260742
	Iteration 55Q: 3 clusters Score -1144838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1144851.250000 Penalty: 4542.260742
	Iteration 56Q: 3 clusters Score -1144851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1144863.500000 Penalty: 4542.260742
	Iteration 57Q: 3 clusters Score -1144864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1144874.500000 Penalty: 4542.260742
	Iteration 58Q: 3 clusters Score -1144874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1144883.500000 Penalty: 4542.260742
	Iteration 59Q: 3 clusters Score -1144884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1144889.375000 Penalty: 4542.260742
	Iteration 60F: 3 clusters Score -1144889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1144898.250000 Penalty: 4542.260742
	Iteration 61Q: 3 clusters Score -1144898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1144908.750000 Penalty: 4542.260742
	Iteration 62Q: 3 clusters Score -1144909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1144913.000000 Penalty: 4542.260742
	Iteration 63Q: 3 clusters Score -1144913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1144916.375000 Penalty: 4542.260742
	Iteration 64Q: 3 clusters Score -1144916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1144926.500000 Penalty: 4542.260742
	Iteration 65Q: 3 clusters Score -1144926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1144934.875000 Penalty: 4542.260742
	Iteration 66Q: 3 clusters Score -1144935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1144944.250000 Penalty: 4542.260742
	Iteration 67Q: 3 clusters Score -1144944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1144954.375000 Penalty: 4542.260742
	Iteration 68Q: 3 clusters Score -1144954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1144964.375000 Penalty: 4542.260742
	Iteration 69Q: 3 clusters Score -1144964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1144976.750000 Penalty: 4542.260742
	Iteration 70Q: 3 clusters Score -1144977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1144982.375000 Penalty: 4542.260742
	Iteration 71Q: 3 clusters Score -1144982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1144992.125000 Penalty: 4542.260742
	Iteration 72Q: 3 clusters Score -1144992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1144999.875000 Penalty: 4542.260742
	Iteration 73Q: 3 clusters Score -1145000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1145006.375000 Penalty: 4542.260742
	Iteration 74Q: 3 clusters Score -1145006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1145012.875000 Penalty: 4542.260742
	Iteration 75Q: 3 clusters Score -1145013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1145015.000000 Penalty: 4542.260742
	Iteration 76Q: 3 clusters Score -1145015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1145018.250000 Penalty: 4542.260742
	Iteration 77Q: 3 clusters Score -1145018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1145018.750000 Penalty: 4542.260742
	Iteration 78Q: 3 clusters Score -1145019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1145021.250000 Penalty: 4542.260742
	Iteration 79Q: 3 clusters Score -1145021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1145024.125000 Penalty: 4542.260742
	Iteration 80F: 3 clusters Score -1145024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1145023.250000 Penalty: 4542.260742
	Iteration 81Q: 3 clusters Score -1145023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1145024.750000 Penalty: 4542.260742
	Iteration 82Q: 3 clusters Score -1145025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1145024.500000 Penalty: 4542.260742
	Iteration 83Q: 3 clusters Score -1145024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1145025.750000 Penalty: 4542.260742
	Iteration 84Q: 3 clusters Score -1145026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1145025.750000 Penalty: 4542.260742
	Iteration 85F: 3 clusters Score -1145026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Entering Unmasked Estep 
Score: -5692336.500000 Penalty: 2650.166504
	Iteration 0F: 2 clusters Score -5692336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5662887.000000 Penalty: 5300.333008
	Iteration 0F: 3 clusters Score -5662887 nChanged 20075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -5673806.500000 Penalty: 5300.333008
	Iteration 1F: 3 clusters Score -5673806 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5674380.500000 Penalty: 5300.333008
	Iteration 2Q: 3 clusters Score -5674380 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -5675116.500000 Penalty: 5300.333008
	Iteration 3Q: 3 clusters Score -5675116 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -5676003.000000 Penalty: 5300.333008
	Iteration 4Q: 3 clusters Score -5676003 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -5677220.000000 Penalty: 5300.333008
	Iteration 5F: 3 clusters Score -5677220 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5678620.000000 Penalty: 5300.333008
	Iteration 6F: 3 clusters Score -5678620 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -5680434.500000 Penalty: 5300.333008
	Iteration 7F: 3 clusters Score -5680434 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -5682649.000000 Penalty: 5300.333008
	Iteration 8F: 3 clusters Score -5682649 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5685026.000000 Penalty: 5300.333008
	Iteration 9F: 3 clusters Score -5685026 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5687100.000000 Penalty: 5300.333008
	Iteration 10F: 3 clusters Score -5687100 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -5688532.000000 Penalty: 5300.333008
	Iteration 11Q: 3 clusters Score -5688532 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5689287.500000 Penalty: 5300.333008
	Iteration 12Q: 3 clusters Score -5689288 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -5689642.500000 Penalty: 5300.333008
	Iteration 13Q: 3 clusters Score -5689642 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -5689814.500000 Penalty: 5300.333008
	Iteration 14Q: 3 clusters Score -5689814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -5689938.500000 Penalty: 5300.333008
	Iteration 15Q: 3 clusters Score -5689938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5690010.000000 Penalty: 5300.333008
	Iteration 16Q: 3 clusters Score -5690010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -5690057.000000 Penalty: 5300.333008
	Iteration 17Q: 3 clusters Score -5690057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5690091.000000 Penalty: 5300.333008
	Iteration 18Q: 3 clusters Score -5690091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -5690090.500000 Penalty: 5300.333008
	Iteration 19Q: 3 clusters Score -5690090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -5690118.000000 Penalty: 5300.333008
	Iteration 20F: 3 clusters Score -5690118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -5690136.000000 Penalty: 5300.333008
	Iteration 21Q: 3 clusters Score -5690136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -5690136.500000 Penalty: 5300.333008
	Iteration 22Q: 3 clusters Score -5690136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5690144.500000 Penalty: 5300.333008
	Iteration 23Q: 3 clusters Score -5690144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -5690147.000000 Penalty: 5300.333008
	Iteration 24Q: 3 clusters Score -5690147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -5690155.500000 Penalty: 5300.333008
	Iteration 25Q: 3 clusters Score -5690156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -5690157.000000 Penalty: 5300.333008
	Iteration 26Q: 3 clusters Score -5690157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -5690157.000000 Penalty: 5300.333008
	Iteration 27F: 3 clusters Score -5690157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -22952.615234 Penalty: 1327.260864
	Iteration 0F: 2 clusters Score -22952.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21890.558594 Penalty: 2654.521729
	Iteration 0F: 3 clusters Score -21890.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21982.960938 Penalty: 2654.521729
	Iteration 1F: 3 clusters Score -21982.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22004.767578 Penalty: 2654.521729
	Iteration 2Q: 3 clusters Score -22004.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22019.589844 Penalty: 2654.521729
	Iteration 3Q: 3 clusters Score -22019.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22025.472656 Penalty: 2654.521729
	Iteration 4Q: 3 clusters Score -22025.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22025.472656 Penalty: 2654.521729
	Iteration 5F: 3 clusters Score -22025.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -79491.796875 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -79491.8 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 310 members 
Entering Unmasked Estep 
Score: -77856.101562 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -77856.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78102.273438 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -78102.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78231.828125 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -78231.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78320.054688 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -78320.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78376.453125 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -78376.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78518.132812 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -78518.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78593.875000 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -78593.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78648.882812 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -78648.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78696.703125 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -78696.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78753.453125 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -78753.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78809.015625 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -78809.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78850.414062 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -78850.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78887.351562 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -78887.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78913.882812 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -78913.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78931.203125 Penalty: 3211.814697
	Iteration 14Q: 3 clusters Score -78931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78938.281250 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -78938.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78942.695312 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -78942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78948.257812 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -78948.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78952.875000 Penalty: 3211.814697
	Iteration 18Q: 3 clusters Score -78952.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78952.875000 Penalty: 3211.814697
	Iteration 19F: 3 clusters Score -78952.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Entering Unmasked Estep 
Score: -1299056.375000 Penalty: 2284.931885
	Iteration 0F: 2 clusters Score -1299056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1291378.250000 Penalty: 4569.863770
	Iteration 0F: 3 clusters Score -1291378 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1293669.375000 Penalty: 4569.863770
	Iteration 1F: 3 clusters Score -1293669 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1294093.750000 Penalty: 4569.863770
	Iteration 2F: 3 clusters Score -1294094 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1294445.500000 Penalty: 4569.863770
	Iteration 3F: 3 clusters Score -1294446 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1294782.625000 Penalty: 4569.863770
	Iteration 4F: 3 clusters Score -1294783 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1295103.125000 Penalty: 4569.863770
	Iteration 5F: 3 clusters Score -1295103 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1295440.250000 Penalty: 4569.863770
	Iteration 6F: 3 clusters Score -1295440 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1295794.750000 Penalty: 4569.863770
	Iteration 7F: 3 clusters Score -1295795 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1296154.375000 Penalty: 4569.863770
	Iteration 8F: 3 clusters Score -1296154 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1296510.500000 Penalty: 4569.863770
	Iteration 9Q: 3 clusters Score -1296510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1296800.250000 Penalty: 4569.863770
	Iteration 10Q: 3 clusters Score -1296800 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1297058.000000 Penalty: 4569.863770
	Iteration 11Q: 3 clusters Score -1297058 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1297242.250000 Penalty: 4569.863770
	Iteration 12Q: 3 clusters Score -1297242 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1297398.875000 Penalty: 4569.863770
	Iteration 13Q: 3 clusters Score -1297399 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1297504.875000 Penalty: 4569.863770
	Iteration 14Q: 3 clusters Score -1297505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1297559.250000 Penalty: 4569.863770
	Iteration 15Q: 3 clusters Score -1297559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1297598.250000 Penalty: 4569.863770
	Iteration 16Q: 3 clusters Score -1297598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1297626.250000 Penalty: 4569.863770
	Iteration 17Q: 3 clusters Score -1297626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1297646.625000 Penalty: 4569.863770
	Iteration 18Q: 3 clusters Score -1297647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1297674.500000 Penalty: 4569.863770
	Iteration 19Q: 3 clusters Score -1297674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1297687.000000 Penalty: 4569.863770
	Iteration 20F: 3 clusters Score -1297687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1297692.875000 Penalty: 4569.863770
	Iteration 21Q: 3 clusters Score -1297693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1297698.000000 Penalty: 4569.863770
	Iteration 22Q: 3 clusters Score -1297698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1297701.375000 Penalty: 4569.863770
	Iteration 23Q: 3 clusters Score -1297701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1297703.375000 Penalty: 4569.863770
	Iteration 24Q: 3 clusters Score -1297703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1297707.000000 Penalty: 4569.863770
	Iteration 25Q: 3 clusters Score -1297707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1297708.000000 Penalty: 4569.863770
	Iteration 26Q: 3 clusters Score -1297708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1297708.000000 Penalty: 4569.863770
	Iteration 27Q: 3 clusters Score -1297708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1297708.000000 Penalty: 4569.863770
	Iteration 28F: 3 clusters Score -1297708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Entering Unmasked Estep 
Score: -125832.843750 Penalty: 1722.133545
	Iteration 0F: 2 clusters Score -125832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123841.031250 Penalty: 3444.267090
	Iteration 0F: 3 clusters Score -123841 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124161.656250 Penalty: 3444.267090
	Iteration 1F: 3 clusters Score -124161.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -124230.070312 Penalty: 3444.267090
	Iteration 2F: 3 clusters Score -124230.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -124265.609375 Penalty: 3444.267090
	Iteration 3Q: 3 clusters Score -124265.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -124285.203125 Penalty: 3444.267090
	Iteration 4Q: 3 clusters Score -124285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -124292.632812 Penalty: 3444.267090
	Iteration 5Q: 3 clusters Score -124292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124299.828125 Penalty: 3444.267090
	Iteration 6Q: 3 clusters Score -124299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124304.507812 Penalty: 3444.267090
	Iteration 7Q: 3 clusters Score -124304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124306.250000 Penalty: 3444.267090
	Iteration 8Q: 3 clusters Score -124306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124307.804688 Penalty: 3444.267090
	Iteration 9Q: 3 clusters Score -124307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124309.625000 Penalty: 3444.267090
	Iteration 10Q: 3 clusters Score -124309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -124311.023438 Penalty: 3444.267090
	Iteration 11Q: 3 clusters Score -124311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124311.867188 Penalty: 3444.267090
	Iteration 12Q: 3 clusters Score -124311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124313.234375 Penalty: 3444.267090
	Iteration 13Q: 3 clusters Score -124313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124313.234375 Penalty: 3444.267090
	Iteration 14F: 3 clusters Score -124313.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -98674.070312 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -98674.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96874.367188 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -96874.37 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97120.218750 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -97120.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97207.929688 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -97207.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97254.804688 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -97254.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97278.859375 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -97278.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97294.796875 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -97294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97308.171875 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -97308.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97319.132812 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -97319.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97322.343750 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -97322.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97323.609375 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -97323.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97323.609375 Penalty: 3337.399902
	Iteration 10F: 3 clusters Score -97323.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -68478.234375 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -68478.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66914.140625 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -66914.14 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67245.757812 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -67245.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67315.554688 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -67315.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67354.750000 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -67354.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67451.156250 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -67451.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67510.476562 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -67510.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67573.414062 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -67573.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -67752.414062 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -67752.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67944.984375 Penalty: 3162.012207
	Iteration 8F: 3 clusters Score -67944.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68045.320312 Penalty: 3162.012207
	Iteration 9F: 3 clusters Score -68045.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68119.195312 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -68119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68193.867188 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -68193.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68251.015625 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -68251.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68323.882812 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -68323.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68481.460938 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -68481.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68640.414062 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -68640.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68704.765625 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -68704.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68714.671875 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -68714.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68720.390625 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -68720.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68738.859375 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -68738.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68762.085938 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -68762.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 19428 members 
Mstep: Class 5 contains 10837 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 26956 members 
Mstep: Class 8 contains 5408 members 
Mstep: Class 9 contains 13178 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 43746 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10031 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 139685 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Mstep: Class 23 contains 455 members 
Entering Unmasked Estep 
Score: -42897704.000000 Penalty: 72583.757812
Splitting cluster 19 changes total score from -42898952.000000 to -42897704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (139685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139685 members 
Entering Unmasked Estep 
Score: -18330238.000000 Penalty: 2938.092041
	Iteration 0F: 2 clusters Score -1.833024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -18237854.000000 Penalty: 5876.184082
	Iteration 0F: 3 clusters Score -1.823785e+07 nChanged 66488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -18276518.000000 Penalty: 5876.184082
	Iteration 1F: 3 clusters Score -1.827652e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -18278020.000000 Penalty: 5876.184082
	Iteration 2Q: 3 clusters Score -1.827802e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -18280030.000000 Penalty: 5876.184082
	Iteration 3Q: 3 clusters Score -1.828003e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -18282892.000000 Penalty: 5876.184082
	Iteration 4Q: 3 clusters Score -1.828289e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90738 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -18287380.000000 Penalty: 5876.184082
	Iteration 5F: 3 clusters Score -1.828738e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -18293508.000000 Penalty: 5876.184082
	Iteration 6F: 3 clusters Score -1.829351e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -18301168.000000 Penalty: 5876.184082
	Iteration 7F: 3 clusters Score -1.830117e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119144 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -18309602.000000 Penalty: 5876.184082
	Iteration 8F: 3 clusters Score -1.83096e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127248 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -18317080.000000 Penalty: 5876.184082
	Iteration 9F: 3 clusters Score -1.831708e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132656 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -18322340.000000 Penalty: 5876.184082
	Iteration 10Q: 3 clusters Score -1.832234e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135486 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -18325322.000000 Penalty: 5876.184082
	Iteration 11Q: 3 clusters Score -1.832532e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18326744.000000 Penalty: 5876.184082
	Iteration 12Q: 3 clusters Score -1.832674e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137184 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -18327460.000000 Penalty: 5876.184082
	Iteration 13Q: 3 clusters Score -1.832746e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137377 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -18327872.000000 Penalty: 5876.184082
	Iteration 14Q: 3 clusters Score -1.832787e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137439 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -18328074.000000 Penalty: 5876.184082
	Iteration 15Q: 3 clusters Score -1.832807e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137493 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -18328168.000000 Penalty: 5876.184082
	Iteration 16Q: 3 clusters Score -1.832817e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -18328266.000000 Penalty: 5876.184082
	Iteration 17Q: 3 clusters Score -1.832827e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137488 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -18328334.000000 Penalty: 5876.184082
	Iteration 18Q: 3 clusters Score -1.832833e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137463 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -18328406.000000 Penalty: 5876.184082
	Iteration 19Q: 3 clusters Score -1.832841e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137432 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -18328442.000000 Penalty: 5876.184082
	Iteration 20F: 3 clusters Score -1.832844e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137423 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -18328472.000000 Penalty: 5876.184082
	Iteration 21Q: 3 clusters Score -1.832847e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137395 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -18328514.000000 Penalty: 5876.184082
	Iteration 22Q: 3 clusters Score -1.832851e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137365 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -18328556.000000 Penalty: 5876.184082
	Iteration 23Q: 3 clusters Score -1.832856e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -18328590.000000 Penalty: 5876.184082
	Iteration 24Q: 3 clusters Score -1.832859e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137287 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -18328622.000000 Penalty: 5876.184082
	Iteration 25Q: 3 clusters Score -1.832862e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137253 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -18328652.000000 Penalty: 5876.184082
	Iteration 26Q: 3 clusters Score -1.832865e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137221 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -18328668.000000 Penalty: 5876.184082
	Iteration 27Q: 3 clusters Score -1.832867e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137194 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -18328688.000000 Penalty: 5876.184082
	Iteration 28Q: 3 clusters Score -1.832869e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137169 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -18328714.000000 Penalty: 5876.184082
	Iteration 29Q: 3 clusters Score -1.832871e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137142 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -18328756.000000 Penalty: 5876.184082
	Iteration 30Q: 3 clusters Score -1.832876e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -18328774.000000 Penalty: 5876.184082
	Iteration 31Q: 3 clusters Score -1.832877e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137099 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -18328784.000000 Penalty: 5876.184082
	Iteration 32Q: 3 clusters Score -1.832878e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137066 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -18328764.000000 Penalty: 5876.184082
	Iteration 33Q: 3 clusters Score -1.832876e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -18328778.000000 Penalty: 5876.184082
	Iteration 34Q: 3 clusters Score -1.832878e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136989 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -18328780.000000 Penalty: 5876.184082
	Iteration 35Q: 3 clusters Score -1.832878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136968 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -18328812.000000 Penalty: 5876.184082
	Iteration 36Q: 3 clusters Score -1.832881e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -18328802.000000 Penalty: 5876.184082
	Iteration 37Q: 3 clusters Score -1.83288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -18328828.000000 Penalty: 5876.184082
	Iteration 38Q: 3 clusters Score -1.832883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -18328820.000000 Penalty: 5876.184082
	Iteration 39Q: 3 clusters Score -1.832882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -18328822.000000 Penalty: 5876.184082
	Iteration 40F: 3 clusters Score -1.832882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136940 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -18328800.000000 Penalty: 5876.184082
	Iteration 41Q: 3 clusters Score -1.83288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136930 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -18328794.000000 Penalty: 5876.184082
	Iteration 42Q: 3 clusters Score -1.832879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136916 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -18328814.000000 Penalty: 5876.184082
	Iteration 43Q: 3 clusters Score -1.832881e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136904 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -18328810.000000 Penalty: 5876.184082
	Iteration 44Q: 3 clusters Score -1.832881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136884 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -18328820.000000 Penalty: 5876.184082
	Iteration 45Q: 3 clusters Score -1.832882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -18328824.000000 Penalty: 5876.184082
	Iteration 46Q: 3 clusters Score -1.832882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136851 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -18328836.000000 Penalty: 5876.184082
	Iteration 47Q: 3 clusters Score -1.832884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136840 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -18328846.000000 Penalty: 5876.184082
	Iteration 48Q: 3 clusters Score -1.832885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136832 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -18328848.000000 Penalty: 5876.184082
	Iteration 49Q: 3 clusters Score -1.832885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -18328860.000000 Penalty: 5876.184082
	Iteration 50Q: 3 clusters Score -1.832886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136819 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -18328856.000000 Penalty: 5876.184082
	Iteration 51Q: 3 clusters Score -1.832886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136800 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -18328876.000000 Penalty: 5876.184082
	Iteration 52Q: 3 clusters Score -1.832888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -18328880.000000 Penalty: 5876.184082
	Iteration 53Q: 3 clusters Score -1.832888e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136777 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -18328864.000000 Penalty: 5876.184082
	Iteration 54Q: 3 clusters Score -1.832886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -18328872.000000 Penalty: 5876.184082
	Iteration 55Q: 3 clusters Score -1.832887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -18328890.000000 Penalty: 5876.184082
	Iteration 56Q: 3 clusters Score -1.832889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136764 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -18328898.000000 Penalty: 5876.184082
	Iteration 57Q: 3 clusters Score -1.83289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136757 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -18328902.000000 Penalty: 5876.184082
	Iteration 58Q: 3 clusters Score -1.83289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136751 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -18328904.000000 Penalty: 5876.184082
	Iteration 59Q: 3 clusters Score -1.83289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136745 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -18328894.000000 Penalty: 5876.184082
	Iteration 60F: 3 clusters Score -1.832889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136744 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -18328912.000000 Penalty: 5876.184082
	Iteration 61Q: 3 clusters Score -1.832891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136744 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -18328900.000000 Penalty: 5876.184082
	Iteration 62Q: 3 clusters Score -1.83289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136738 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -18328906.000000 Penalty: 5876.184082
	Iteration 63Q: 3 clusters Score -1.832891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136733 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -18328914.000000 Penalty: 5876.184082
	Iteration 64Q: 3 clusters Score -1.832891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136726 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -18328920.000000 Penalty: 5876.184082
	Iteration 65Q: 3 clusters Score -1.832892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136726 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -18328918.000000 Penalty: 5876.184082
	Iteration 66Q: 3 clusters Score -1.832892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136727 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -18328916.000000 Penalty: 5876.184082
	Iteration 67Q: 3 clusters Score -1.832892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -18328906.000000 Penalty: 5876.184082
	Iteration 68Q: 3 clusters Score -1.832891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136728 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -18328926.000000 Penalty: 5876.184082
	Iteration 69Q: 3 clusters Score -1.832893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136729 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -18328912.000000 Penalty: 5876.184082
	Iteration 70Q: 3 clusters Score -1.832891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136730 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -18328932.000000 Penalty: 5876.184082
	Iteration 71Q: 3 clusters Score -1.832893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136731 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -18328926.000000 Penalty: 5876.184082
	Iteration 72Q: 3 clusters Score -1.832893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136731 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -18328926.000000 Penalty: 5876.184082
	Iteration 73F: 3 clusters Score -1.832893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -909942.562500 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -909942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -904125.250000 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -904125.2 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -905773.687500 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -905773.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -906124.375000 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -906124.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -906377.625000 Penalty: 4393.962402
	Iteration 3F: 3 clusters Score -906377.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -906588.625000 Penalty: 4393.962402
	Iteration 4Q: 3 clusters Score -906588.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -906754.375000 Penalty: 4393.962402
	Iteration 5Q: 3 clusters Score -906754.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -906909.062500 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -906909.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -907054.375000 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -907054.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -907229.187500 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -907229.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -907458.125000 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -907458.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -907732.562500 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -907732.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -908070.062500 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -908070.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -908427.187500 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -908427.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -908672.000000 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -908672 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -908783.312500 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -908783.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -908837.375000 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -908837.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -908868.062500 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -908868.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -908883.812500 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -908883.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -908890.937500 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -908890.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -908900.062500 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -908900.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -908904.625000 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -908904.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -908911.062500 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -908911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -908916.937500 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -908916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -908919.375000 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -908919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -908924.812500 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -908924.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -908928.562500 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -908928.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -908935.500000 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -908935.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -908942.375000 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -908942.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -908948.125000 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -908948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -908953.312500 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -908953.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -908953.500000 Penalty: 4393.962402
	Iteration 30Q: 3 clusters Score -908953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -908956.687500 Penalty: 4393.962402
	Iteration 31Q: 3 clusters Score -908956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -908958.250000 Penalty: 4393.962402
	Iteration 32Q: 3 clusters Score -908958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -908956.500000 Penalty: 4393.962402
	Iteration 33Q: 3 clusters Score -908956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -908961.375000 Penalty: 4393.962402
	Iteration 34Q: 3 clusters Score -908961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -908959.375000 Penalty: 4393.962402
	Iteration 35Q: 3 clusters Score -908959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -908960.062500 Penalty: 4393.962402
	Iteration 36Q: 3 clusters Score -908960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -908961.500000 Penalty: 4393.962402
	Iteration 37Q: 3 clusters Score -908961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -908963.875000 Penalty: 4393.962402
	Iteration 38Q: 3 clusters Score -908963.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -908964.937500 Penalty: 4393.962402
	Iteration 39Q: 3 clusters Score -908964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -908964.875000 Penalty: 4393.962402
	Iteration 40F: 3 clusters Score -908964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -908964.500000 Penalty: 4393.962402
	Iteration 41Q: 3 clusters Score -908964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -908964.500000 Penalty: 4393.962402
	Iteration 42F: 3 clusters Score -908964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -89357.765625 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -89357.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87619.882812 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -87619.88 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87871.539062 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -87871.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87949.078125 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -87949.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87993.132812 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -87993.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88014.992188 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -88014.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88036.046875 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -88036.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88048.867188 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -88048.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88062.054688 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -88062.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88071.531250 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -88071.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88081.421875 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -88081.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88095.843750 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -88095.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88113.875000 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -88113.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88131.960938 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -88131.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88144.867188 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -88144.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88150.648438 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -88150.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88154.281250 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -88154.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88161.453125 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -88161.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88168.320312 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -88168.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88173.007812 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -88173.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88178.125000 Penalty: 3277.568359
	Iteration 19Q: 3 clusters Score -88178.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88179.890625 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -88179.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88182.554688 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -88182.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88185.648438 Penalty: 3277.568359
	Iteration 22Q: 3 clusters Score -88185.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88194.710938 Penalty: 3277.568359
	Iteration 23Q: 3 clusters Score -88194.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88217.843750 Penalty: 3277.568359
	Iteration 24Q: 3 clusters Score -88217.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88236.992188 Penalty: 3277.568359
	Iteration 25Q: 3 clusters Score -88236.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88245.015625 Penalty: 3277.568359
	Iteration 26Q: 3 clusters Score -88245.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88258.671875 Penalty: 3277.568359
	Iteration 27Q: 3 clusters Score -88258.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88270.226562 Penalty: 3277.568359
	Iteration 28Q: 3 clusters Score -88270.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88273.734375 Penalty: 3277.568359
	Iteration 29Q: 3 clusters Score -88273.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88273.734375 Penalty: 3277.568359
	Iteration 30F: 3 clusters Score -88273.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 19428 members 
Mstep: Class 5 contains 10837 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 26956 members 
Mstep: Class 8 contains 5408 members 
Mstep: Class 9 contains 13178 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 43746 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10031 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139685 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899004.000000 Penalty: 69427.945312
Iteration 159Q: 23 clusters Score -4.2899e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 19427 members 
Mstep: Class 5 contains 10837 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 26937 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 13176 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 7798 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 43715 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 10019 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139680 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899156.000000 Penalty: 69427.945312
Iteration 160F: 23 clusters Score -4.289916e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 19432 members 
Mstep: Class 5 contains 10835 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 26916 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 9 contains 13175 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 7801 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 43699 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 10014 members 
Mstep: Class 17 contains 1023 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139667 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899340.000000 Penalty: 69427.945312
Iteration 161Q: 23 clusters Score -4.289934e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 19436 members 
Mstep: Class 5 contains 10834 members 
Mstep: Class 6 contains 2691 members 
Mstep: Class 7 contains 26886 members 
Mstep: Class 8 contains 5377 members 
Mstep: Class 9 contains 13168 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 7803 members 
Mstep: Class 12 contains 9500 members 
Mstep: Class 13 contains 43673 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 10014 members 
Mstep: Class 17 contains 1010 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139668 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899628.000000 Penalty: 69427.945312
Iteration 162Q: 23 clusters Score -4.289963e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19441 members 
Mstep: Class 5 contains 10835 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 26854 members 
Mstep: Class 8 contains 5373 members 
Mstep: Class 9 contains 13152 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 7804 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 43610 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 10016 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139662 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899940.000000 Penalty: 69427.945312
Iteration 163Q: 23 clusters Score -4.289994e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5122 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19442 members 
Mstep: Class 5 contains 10834 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 26828 members 
Mstep: Class 8 contains 5349 members 
Mstep: Class 9 contains 13138 members 
Mstep: Class 10 contains 14925 members 
Mstep: Class 11 contains 7804 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 43525 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 10019 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139672 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900172.000000 Penalty: 69427.945312
Iteration 164Q: 23 clusters Score -4.290017e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19450 members 
Mstep: Class 5 contains 10832 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 26794 members 
Mstep: Class 8 contains 5316 members 
Mstep: Class 9 contains 13131 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 7811 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 43454 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 10021 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139686 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900176.000000 Penalty: 69427.945312
Iteration 165Q: 23 clusters Score -4.290018e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5249 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 19454 members 
Mstep: Class 5 contains 10831 members 
Mstep: Class 6 contains 2831 members 
Mstep: Class 7 contains 26749 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 13129 members 
Mstep: Class 10 contains 14928 members 
Mstep: Class 11 contains 7819 members 
Mstep: Class 12 contains 9496 members 
Mstep: Class 13 contains 43383 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 10020 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139692 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900268.000000 Penalty: 69427.945312
Iteration 166Q: 23 clusters Score -4.290027e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 10829 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 7 contains 26721 members 
Mstep: Class 8 contains 5298 members 
Mstep: Class 9 contains 13125 members 
Mstep: Class 10 contains 14930 members 
Mstep: Class 11 contains 7824 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 43301 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 10008 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139699 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900348.000000 Penalty: 69427.945312
Iteration 167Q: 23 clusters Score -4.290035e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5355 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19448 members 
Mstep: Class 5 contains 10826 members 
Mstep: Class 6 contains 2945 members 
Mstep: Class 7 contains 26697 members 
Mstep: Class 8 contains 5270 members 
Mstep: Class 9 contains 13118 members 
Mstep: Class 10 contains 14931 members 
Mstep: Class 11 contains 7832 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 43252 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 10004 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139713 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900364.000000 Penalty: 69427.945312
Iteration 168Q: 23 clusters Score -4.290036e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 19445 members 
Mstep: Class 5 contains 10826 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 26669 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 13122 members 
Mstep: Class 10 contains 14933 members 
Mstep: Class 11 contains 7842 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 43214 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 9993 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139711 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900376.000000 Penalty: 69427.945312
Iteration 169Q: 23 clusters Score -4.290038e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 19445 members 
Mstep: Class 5 contains 10824 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 26652 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 13120 members 
Mstep: Class 10 contains 14934 members 
Mstep: Class 11 contains 7847 members 
Mstep: Class 12 contains 9471 members 
Mstep: Class 13 contains 43189 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9983 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139712 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900412.000000 Penalty: 69427.945312
Iteration 170Q: 23 clusters Score -4.290041e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19444 members 
Mstep: Class 5 contains 10823 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 26627 members 
Mstep: Class 8 contains 5235 members 
Mstep: Class 9 contains 13118 members 
Mstep: Class 10 contains 14935 members 
Mstep: Class 11 contains 7849 members 
Mstep: Class 12 contains 9471 members 
Mstep: Class 13 contains 43158 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9978 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139730 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900532.000000 Penalty: 69427.945312
Iteration 171Q: 23 clusters Score -4.290053e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5451 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 19445 members 
Mstep: Class 5 contains 10821 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 26608 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 13118 members 
Mstep: Class 10 contains 14938 members 
Mstep: Class 11 contains 7855 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 43129 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9975 members 
Mstep: Class 17 contains 967 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139734 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900572.000000 Penalty: 69427.945312
Iteration 172Q: 23 clusters Score -4.290057e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 19445 members 
Mstep: Class 5 contains 10817 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 26593 members 
Mstep: Class 8 contains 5193 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 14938 members 
Mstep: Class 11 contains 7860 members 
Mstep: Class 12 contains 9468 members 
Mstep: Class 13 contains 43095 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9965 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139744 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900656.000000 Penalty: 69427.945312
Iteration 173Q: 23 clusters Score -4.290066e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19444 members 
Mstep: Class 5 contains 10817 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 7 contains 26571 members 
Mstep: Class 8 contains 5176 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 14940 members 
Mstep: Class 11 contains 7867 members 
Mstep: Class 12 contains 9467 members 
Mstep: Class 13 contains 43075 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9956 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139746 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900672.000000 Penalty: 69427.945312
Iteration 174Q: 23 clusters Score -4.290067e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 19443 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 26564 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 7872 members 
Mstep: Class 12 contains 9463 members 
Mstep: Class 13 contains 43059 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139747 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900712.000000 Penalty: 69427.945312
Iteration 175Q: 23 clusters Score -4.290071e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 19442 members 
Mstep: Class 5 contains 10812 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 26550 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 14945 members 
Mstep: Class 11 contains 7876 members 
Mstep: Class 12 contains 9464 members 
Mstep: Class 13 contains 43039 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139750 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900700.000000 Penalty: 69427.945312
Iteration 176Q: 23 clusters Score -4.29007e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19443 members 
Mstep: Class 5 contains 10811 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 26539 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 14946 members 
Mstep: Class 11 contains 7879 members 
Mstep: Class 12 contains 9460 members 
Mstep: Class 13 contains 43033 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139745 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900716.000000 Penalty: 69427.945312
Iteration 177Q: 23 clusters Score -4.290072e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5534 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 19446 members 
Mstep: Class 5 contains 10810 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 26524 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 14946 members 
Mstep: Class 11 contains 7884 members 
Mstep: Class 12 contains 9462 members 
Mstep: Class 13 contains 43020 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9945 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139743 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900820.000000 Penalty: 69427.945312
Iteration 178Q: 23 clusters Score -4.290082e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 19455 members 
Mstep: Class 5 contains 10808 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 26511 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 13114 members 
Mstep: Class 10 contains 14949 members 
Mstep: Class 11 contains 7888 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 13 contains 43008 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 9939 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139742 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900800.000000 Penalty: 69427.945312
Iteration 179Q: 23 clusters Score -4.29008e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5541 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 19457 members 
Mstep: Class 5 contains 10807 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 26493 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 11 contains 7891 members 
Mstep: Class 12 contains 9449 members 
Mstep: Class 13 contains 43003 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139735 members 
Mstep: Class 21 contains 7037 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900776.000000 Penalty: 69427.945312
Iteration 180F: 23 clusters Score -4.290078e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19461 members 
Mstep: Class 5 contains 10807 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 26472 members 
Mstep: Class 8 contains 5189 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 14952 members 
Mstep: Class 11 contains 7893 members 
Mstep: Class 12 contains 9446 members 
Mstep: Class 13 contains 42991 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139726 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900732.000000 Penalty: 69427.945312
Iteration 181Q: 23 clusters Score -4.290073e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 19458 members 
Mstep: Class 5 contains 10807 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 7 contains 26455 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 11 contains 7893 members 
Mstep: Class 12 contains 9445 members 
Mstep: Class 13 contains 42992 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139725 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900792.000000 Penalty: 69427.945312
Iteration 182Q: 23 clusters Score -4.290079e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 19460 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 26440 members 
Mstep: Class 8 contains 5208 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 14947 members 
Mstep: Class 11 contains 7894 members 
Mstep: Class 12 contains 9440 members 
Mstep: Class 13 contains 42996 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9930 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139720 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900788.000000 Penalty: 69427.945312
Iteration 183Q: 23 clusters Score -4.290079e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19463 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 26422 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 14947 members 
Mstep: Class 11 contains 7895 members 
Mstep: Class 12 contains 9433 members 
Mstep: Class 13 contains 42989 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139720 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900820.000000 Penalty: 69427.945312
Iteration 184Q: 23 clusters Score -4.290082e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19467 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3391 members 
Mstep: Class 7 contains 26413 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 14948 members 
Mstep: Class 11 contains 7896 members 
Mstep: Class 12 contains 9425 members 
Mstep: Class 13 contains 42986 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9935 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139721 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900812.000000 Penalty: 69427.945312
Iteration 185Q: 23 clusters Score -4.290081e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5559 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 26397 members 
Mstep: Class 8 contains 5237 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 14945 members 
Mstep: Class 11 contains 7897 members 
Mstep: Class 12 contains 9423 members 
Mstep: Class 13 contains 42982 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9937 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139720 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900824.000000 Penalty: 69427.945312
Iteration 186Q: 23 clusters Score -4.290082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 26381 members 
Mstep: Class 8 contains 5248 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 9423 members 
Mstep: Class 13 contains 42983 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9938 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139715 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900848.000000 Penalty: 69427.945312
Iteration 187Q: 23 clusters Score -4.290085e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19472 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 26371 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7904 members 
Mstep: Class 12 contains 9421 members 
Mstep: Class 13 contains 42986 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9937 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139711 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900908.000000 Penalty: 69427.945312
Iteration 188Q: 23 clusters Score -4.290091e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 26362 members 
Mstep: Class 8 contains 5264 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7907 members 
Mstep: Class 12 contains 9421 members 
Mstep: Class 13 contains 42995 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139701 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900848.000000 Penalty: 69427.945312
Iteration 189Q: 23 clusters Score -4.290085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 26342 members 
Mstep: Class 8 contains 5270 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 14945 members 
Mstep: Class 11 contains 7907 members 
Mstep: Class 12 contains 9421 members 
Mstep: Class 13 contains 43003 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9935 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139702 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900876.000000 Penalty: 69427.945312
Iteration 190Q: 23 clusters Score -4.290088e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 26328 members 
Mstep: Class 8 contains 5279 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 14945 members 
Mstep: Class 11 contains 7908 members 
Mstep: Class 12 contains 9421 members 
Mstep: Class 13 contains 43010 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9930 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139703 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900820.000000 Penalty: 69427.945312
Iteration 191Q: 23 clusters Score -4.290082e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19469 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 26320 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 43016 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139703 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900792.000000 Penalty: 69427.945312
Iteration 192Q: 23 clusters Score -4.290079e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 26301 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14943 members 
Mstep: Class 11 contains 7915 members 
Mstep: Class 12 contains 9419 members 
Mstep: Class 13 contains 43026 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139709 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900840.000000 Penalty: 69427.945312
Iteration 193Q: 23 clusters Score -4.290084e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5576 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 26282 members 
Mstep: Class 8 contains 5279 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 9416 members 
Mstep: Class 13 contains 43027 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9932 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139716 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900852.000000 Penalty: 69427.945312
Iteration 194Q: 23 clusters Score -4.290085e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3407 members 
Mstep: Class 7 contains 26266 members 
Mstep: Class 8 contains 5285 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 7921 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 43030 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139717 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900880.000000 Penalty: 69427.945312
Iteration 195Q: 23 clusters Score -4.290088e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3410 members 
Mstep: Class 7 contains 26253 members 
Mstep: Class 8 contains 5289 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 43035 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9928 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139717 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900900.000000 Penalty: 69427.945312
Iteration 196Q: 23 clusters Score -4.29009e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19478 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3412 members 
Mstep: Class 7 contains 26249 members 
Mstep: Class 8 contains 5295 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 7924 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 43037 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9928 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139707 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900872.000000 Penalty: 69427.945312
Iteration 197Q: 23 clusters Score -4.290087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 26249 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 7926 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 43038 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9927 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139700 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900880.000000 Penalty: 69427.945312
Iteration 198Q: 23 clusters Score -4.290088e+07 nChanged 27
Entering ConstructFrom: 
Score: -42900880.000000 Penalty: 69427.945312
Entering ConstructFrom: 
Trying to split cluster 1 (8568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Entering Unmasked Estep 
Score: -1109199.250000 Penalty: 2245.835938
	Iteration 0F: 2 clusters Score -1109199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1102414.625000 Penalty: 4491.671875
	Iteration 0F: 3 clusters Score -1102415 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1104337.375000 Penalty: 4491.671875
	Iteration 1F: 3 clusters Score -1104337 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1104604.625000 Penalty: 4491.671875
	Iteration 2F: 3 clusters Score -1104605 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1104794.750000 Penalty: 4491.671875
	Iteration 3Q: 3 clusters Score -1104795 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1104985.500000 Penalty: 4491.671875
	Iteration 4Q: 3 clusters Score -1104986 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1105154.000000 Penalty: 4491.671875
	Iteration 5Q: 3 clusters Score -1105154 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1105322.875000 Penalty: 4491.671875
	Iteration 6Q: 3 clusters Score -1105323 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1105481.000000 Penalty: 4491.671875
	Iteration 7Q: 3 clusters Score -1105481 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1105660.000000 Penalty: 4491.671875
	Iteration 8Q: 3 clusters Score -1105660 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1105859.000000 Penalty: 4491.671875
	Iteration 9Q: 3 clusters Score -1105859 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1106038.375000 Penalty: 4491.671875
	Iteration 10Q: 3 clusters Score -1106038 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1106224.875000 Penalty: 4491.671875
	Iteration 11Q: 3 clusters Score -1106225 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1106407.625000 Penalty: 4491.671875
	Iteration 12Q: 3 clusters Score -1106408 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1106616.500000 Penalty: 4491.671875
	Iteration 13Q: 3 clusters Score -1106616 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1106825.750000 Penalty: 4491.671875
	Iteration 14Q: 3 clusters Score -1106826 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1107010.375000 Penalty: 4491.671875
	Iteration 15Q: 3 clusters Score -1107010 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1107163.625000 Penalty: 4491.671875
	Iteration 16Q: 3 clusters Score -1107164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1107262.500000 Penalty: 4491.671875
	Iteration 17Q: 3 clusters Score -1107262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1107327.875000 Penalty: 4491.671875
	Iteration 18Q: 3 clusters Score -1107328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1107361.375000 Penalty: 4491.671875
	Iteration 19Q: 3 clusters Score -1107361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1107378.625000 Penalty: 4491.671875
	Iteration 20F: 3 clusters Score -1107379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1107386.750000 Penalty: 4491.671875
	Iteration 21Q: 3 clusters Score -1107387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1107391.625000 Penalty: 4491.671875
	Iteration 22Q: 3 clusters Score -1107392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1107400.250000 Penalty: 4491.671875
	Iteration 23Q: 3 clusters Score -1107400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1107405.750000 Penalty: 4491.671875
	Iteration 24Q: 3 clusters Score -1107406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1107409.625000 Penalty: 4491.671875
	Iteration 25Q: 3 clusters Score -1107410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1107414.125000 Penalty: 4491.671875
	Iteration 26Q: 3 clusters Score -1107414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1107418.625000 Penalty: 4491.671875
	Iteration 27Q: 3 clusters Score -1107419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1107418.500000 Penalty: 4491.671875
	Iteration 28Q: 3 clusters Score -1107418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1107422.375000 Penalty: 4491.671875
	Iteration 29Q: 3 clusters Score -1107422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1107425.375000 Penalty: 4491.671875
	Iteration 30Q: 3 clusters Score -1107425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1107424.750000 Penalty: 4491.671875
	Iteration 31Q: 3 clusters Score -1107425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1107425.625000 Penalty: 4491.671875
	Iteration 32Q: 3 clusters Score -1107426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1107425.875000 Penalty: 4491.671875
	Iteration 33Q: 3 clusters Score -1107426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1107426.875000 Penalty: 4491.671875
	Iteration 34Q: 3 clusters Score -1107427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1107431.625000 Penalty: 4491.671875
	Iteration 35Q: 3 clusters Score -1107432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1107430.750000 Penalty: 4491.671875
	Iteration 36Q: 3 clusters Score -1107431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1107431.875000 Penalty: 4491.671875
	Iteration 37Q: 3 clusters Score -1107432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1107433.875000 Penalty: 4491.671875
	Iteration 38Q: 3 clusters Score -1107434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1107436.500000 Penalty: 4491.671875
	Iteration 39Q: 3 clusters Score -1107436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1107435.125000 Penalty: 4491.671875
	Iteration 40F: 3 clusters Score -1107435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1107436.625000 Penalty: 4491.671875
	Iteration 41Q: 3 clusters Score -1107437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1107437.500000 Penalty: 4491.671875
	Iteration 42Q: 3 clusters Score -1107438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1107439.375000 Penalty: 4491.671875
	Iteration 43Q: 3 clusters Score -1107439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1107439.750000 Penalty: 4491.671875
	Iteration 44Q: 3 clusters Score -1107440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1107440.875000 Penalty: 4491.671875
	Iteration 45Q: 3 clusters Score -1107441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1107440.500000 Penalty: 4491.671875
	Iteration 46Q: 3 clusters Score -1107440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1107442.250000 Penalty: 4491.671875
	Iteration 47Q: 3 clusters Score -1107442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1107445.000000 Penalty: 4491.671875
	Iteration 48Q: 3 clusters Score -1107445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1107444.625000 Penalty: 4491.671875
	Iteration 49Q: 3 clusters Score -1107445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1107446.000000 Penalty: 4491.671875
	Iteration 50Q: 3 clusters Score -1107446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1107447.000000 Penalty: 4491.671875
	Iteration 51Q: 3 clusters Score -1107447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1107447.875000 Penalty: 4491.671875
	Iteration 52Q: 3 clusters Score -1107448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1107446.375000 Penalty: 4491.671875
	Iteration 53Q: 3 clusters Score -1107446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1107449.500000 Penalty: 4491.671875
	Iteration 54Q: 3 clusters Score -1107450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1107450.375000 Penalty: 4491.671875
	Iteration 55Q: 3 clusters Score -1107450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1107454.250000 Penalty: 4491.671875
	Iteration 56Q: 3 clusters Score -1107454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1107456.750000 Penalty: 4491.671875
	Iteration 57Q: 3 clusters Score -1107457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1107461.625000 Penalty: 4491.671875
	Iteration 58Q: 3 clusters Score -1107462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1107461.500000 Penalty: 4491.671875
	Iteration 59Q: 3 clusters Score -1107462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1107464.500000 Penalty: 4491.671875
	Iteration 60F: 3 clusters Score -1107464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1107467.250000 Penalty: 4491.671875
	Iteration 61Q: 3 clusters Score -1107467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1107466.125000 Penalty: 4491.671875
	Iteration 62Q: 3 clusters Score -1107466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1107469.750000 Penalty: 4491.671875
	Iteration 63Q: 3 clusters Score -1107470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1107471.000000 Penalty: 4491.671875
	Iteration 64Q: 3 clusters Score -1107471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1107473.500000 Penalty: 4491.671875
	Iteration 65Q: 3 clusters Score -1107474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1107472.875000 Penalty: 4491.671875
	Iteration 66Q: 3 clusters Score -1107473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1107473.375000 Penalty: 4491.671875
	Iteration 67Q: 3 clusters Score -1107473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1107471.625000 Penalty: 4491.671875
	Iteration 68Q: 3 clusters Score -1107472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1107474.750000 Penalty: 4491.671875
	Iteration 69Q: 3 clusters Score -1107475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1107475.000000 Penalty: 4491.671875
	Iteration 70Q: 3 clusters Score -1107475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1107474.375000 Penalty: 4491.671875
	Iteration 71Q: 3 clusters Score -1107474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1107476.500000 Penalty: 4491.671875
	Iteration 72Q: 3 clusters Score -1107476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1107475.250000 Penalty: 4491.671875
	Iteration 73Q: 3 clusters Score -1107475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1107477.750000 Penalty: 4491.671875
	Iteration 74Q: 3 clusters Score -1107478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1107477.750000 Penalty: 4491.671875
	Iteration 75F: 3 clusters Score -1107478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -692024.562500 Penalty: 2139.748535
	Iteration 0F: 2 clusters Score -692024.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -687124.937500 Penalty: 4279.497070
	Iteration 0F: 3 clusters Score -687124.9 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -688411.687500 Penalty: 4279.497070
	Iteration 1F: 3 clusters Score -688411.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -688747.437500 Penalty: 4279.497070
	Iteration 2F: 3 clusters Score -688747.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -688975.562500 Penalty: 4279.497070
	Iteration 3F: 3 clusters Score -688975.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -689146.937500 Penalty: 4279.497070
	Iteration 4F: 3 clusters Score -689146.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -689269.125000 Penalty: 4279.497070
	Iteration 5Q: 3 clusters Score -689269.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -689366.812500 Penalty: 4279.497070
	Iteration 6Q: 3 clusters Score -689366.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -689451.500000 Penalty: 4279.497070
	Iteration 7Q: 3 clusters Score -689451.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -689533.312500 Penalty: 4279.497070
	Iteration 8Q: 3 clusters Score -689533.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -689622.687500 Penalty: 4279.497070
	Iteration 9Q: 3 clusters Score -689622.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -689697.875000 Penalty: 4279.497070
	Iteration 10Q: 3 clusters Score -689697.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -689775.625000 Penalty: 4279.497070
	Iteration 11Q: 3 clusters Score -689775.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -689837.875000 Penalty: 4279.497070
	Iteration 12Q: 3 clusters Score -689837.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -689904.562500 Penalty: 4279.497070
	Iteration 13Q: 3 clusters Score -689904.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -689960.375000 Penalty: 4279.497070
	Iteration 14Q: 3 clusters Score -689960.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -690004.125000 Penalty: 4279.497070
	Iteration 15Q: 3 clusters Score -690004.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -690042.312500 Penalty: 4279.497070
	Iteration 16Q: 3 clusters Score -690042.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -690087.500000 Penalty: 4279.497070
	Iteration 17Q: 3 clusters Score -690087.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -690136.312500 Penalty: 4279.497070
	Iteration 18Q: 3 clusters Score -690136.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -690167.812500 Penalty: 4279.497070
	Iteration 19Q: 3 clusters Score -690167.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -690201.937500 Penalty: 4279.497070
	Iteration 20F: 3 clusters Score -690201.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -690230.750000 Penalty: 4279.497070
	Iteration 21Q: 3 clusters Score -690230.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -690252.812500 Penalty: 4279.497070
	Iteration 22Q: 3 clusters Score -690252.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -690269.312500 Penalty: 4279.497070
	Iteration 23Q: 3 clusters Score -690269.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -690285.750000 Penalty: 4279.497070
	Iteration 24Q: 3 clusters Score -690285.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -690303.187500 Penalty: 4279.497070
	Iteration 25Q: 3 clusters Score -690303.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -690320.250000 Penalty: 4279.497070
	Iteration 26Q: 3 clusters Score -690320.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -690339.937500 Penalty: 4279.497070
	Iteration 27Q: 3 clusters Score -690339.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -690350.625000 Penalty: 4279.497070
	Iteration 28Q: 3 clusters Score -690350.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -690358.250000 Penalty: 4279.497070
	Iteration 29Q: 3 clusters Score -690358.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -690365.312500 Penalty: 4279.497070
	Iteration 30Q: 3 clusters Score -690365.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -690367.687500 Penalty: 4279.497070
	Iteration 31Q: 3 clusters Score -690367.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -690372.187500 Penalty: 4279.497070
	Iteration 32Q: 3 clusters Score -690372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -690377.750000 Penalty: 4279.497070
	Iteration 33Q: 3 clusters Score -690377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -690376.250000 Penalty: 4279.497070
	Iteration 34Q: 3 clusters Score -690376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -690377.687500 Penalty: 4279.497070
	Iteration 35Q: 3 clusters Score -690377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -690378.250000 Penalty: 4279.497070
	Iteration 36Q: 3 clusters Score -690378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -690379.312500 Penalty: 4279.497070
	Iteration 37Q: 3 clusters Score -690379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -690382.437500 Penalty: 4279.497070
	Iteration 38Q: 3 clusters Score -690382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -690386.312500 Penalty: 4279.497070
	Iteration 39Q: 3 clusters Score -690386.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -690386.562500 Penalty: 4279.497070
	Iteration 40F: 3 clusters Score -690386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -690386.125000 Penalty: 4279.497070
	Iteration 41Q: 3 clusters Score -690386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -690387.375000 Penalty: 4279.497070
	Iteration 42Q: 3 clusters Score -690387.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -690392.187500 Penalty: 4279.497070
	Iteration 43Q: 3 clusters Score -690392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -690392.062500 Penalty: 4279.497070
	Iteration 44Q: 3 clusters Score -690392.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -690392.500000 Penalty: 4279.497070
	Iteration 45Q: 3 clusters Score -690392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -690392.625000 Penalty: 4279.497070
	Iteration 46Q: 3 clusters Score -690392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -690392.625000 Penalty: 4279.497070
	Iteration 47F: 3 clusters Score -690392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -990033.437500 Penalty: 2214.861084
	Iteration 0F: 2 clusters Score -990033.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -983892.750000 Penalty: 4429.722168
	Iteration 0F: 3 clusters Score -983892.8 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -985490.625000 Penalty: 4429.722168
	Iteration 1F: 3 clusters Score -985490.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -985675.875000 Penalty: 4429.722168
	Iteration 2F: 3 clusters Score -985675.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -985809.250000 Penalty: 4429.722168
	Iteration 3Q: 3 clusters Score -985809.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -985914.500000 Penalty: 4429.722168
	Iteration 4Q: 3 clusters Score -985914.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -986000.625000 Penalty: 4429.722168
	Iteration 5Q: 3 clusters Score -986000.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -986066.187500 Penalty: 4429.722168
	Iteration 6Q: 3 clusters Score -986066.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -986114.312500 Penalty: 4429.722168
	Iteration 7Q: 3 clusters Score -986114.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -986151.750000 Penalty: 4429.722168
	Iteration 8Q: 3 clusters Score -986151.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -986185.875000 Penalty: 4429.722168
	Iteration 9Q: 3 clusters Score -986185.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -986208.187500 Penalty: 4429.722168
	Iteration 10Q: 3 clusters Score -986208.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -986224.062500 Penalty: 4429.722168
	Iteration 11Q: 3 clusters Score -986224.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -986241.875000 Penalty: 4429.722168
	Iteration 12Q: 3 clusters Score -986241.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -986255.312500 Penalty: 4429.722168
	Iteration 13Q: 3 clusters Score -986255.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -986278.375000 Penalty: 4429.722168
	Iteration 14Q: 3 clusters Score -986278.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -986296.750000 Penalty: 4429.722168
	Iteration 15Q: 3 clusters Score -986296.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -986315.937500 Penalty: 4429.722168
	Iteration 16Q: 3 clusters Score -986315.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -986330.187500 Penalty: 4429.722168
	Iteration 17Q: 3 clusters Score -986330.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -986345.187500 Penalty: 4429.722168
	Iteration 18Q: 3 clusters Score -986345.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -986354.937500 Penalty: 4429.722168
	Iteration 19Q: 3 clusters Score -986354.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -986366.062500 Penalty: 4429.722168
	Iteration 20F: 3 clusters Score -986366.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -986378.562500 Penalty: 4429.722168
	Iteration 21Q: 3 clusters Score -986378.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -986393.750000 Penalty: 4429.722168
	Iteration 22Q: 3 clusters Score -986393.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -986412.500000 Penalty: 4429.722168
	Iteration 23Q: 3 clusters Score -986412.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -986429.125000 Penalty: 4429.722168
	Iteration 24Q: 3 clusters Score -986429.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -986446.062500 Penalty: 4429.722168
	Iteration 25Q: 3 clusters Score -986446.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -986460.562500 Penalty: 4429.722168
	Iteration 26Q: 3 clusters Score -986460.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -986476.000000 Penalty: 4429.722168
	Iteration 27Q: 3 clusters Score -986476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -986490.500000 Penalty: 4429.722168
	Iteration 28Q: 3 clusters Score -986490.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -986510.437500 Penalty: 4429.722168
	Iteration 29Q: 3 clusters Score -986510.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -986527.812500 Penalty: 4429.722168
	Iteration 30Q: 3 clusters Score -986527.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -986549.187500 Penalty: 4429.722168
	Iteration 31Q: 3 clusters Score -986549.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -986571.875000 Penalty: 4429.722168
	Iteration 32Q: 3 clusters Score -986571.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -986593.000000 Penalty: 4429.722168
	Iteration 33Q: 3 clusters Score -986593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -986626.687500 Penalty: 4429.722168
	Iteration 34Q: 3 clusters Score -986626.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -986665.625000 Penalty: 4429.722168
	Iteration 35Q: 3 clusters Score -986665.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -986716.062500 Penalty: 4429.722168
	Iteration 36Q: 3 clusters Score -986716.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -986775.187500 Penalty: 4429.722168
	Iteration 37Q: 3 clusters Score -986775.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -986854.875000 Penalty: 4429.722168
	Iteration 38Q: 3 clusters Score -986854.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -986966.625000 Penalty: 4429.722168
	Iteration 39Q: 3 clusters Score -986966.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -987084.312500 Penalty: 4429.722168
	Iteration 40F: 3 clusters Score -987084.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -987203.375000 Penalty: 4429.722168
	Iteration 41Q: 3 clusters Score -987203.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -987331.562500 Penalty: 4429.722168
	Iteration 42Q: 3 clusters Score -987331.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -987444.875000 Penalty: 4429.722168
	Iteration 43Q: 3 clusters Score -987444.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -987553.750000 Penalty: 4429.722168
	Iteration 44Q: 3 clusters Score -987553.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -987644.375000 Penalty: 4429.722168
	Iteration 45Q: 3 clusters Score -987644.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -987726.750000 Penalty: 4429.722168
	Iteration 46Q: 3 clusters Score -987726.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -987793.875000 Penalty: 4429.722168
	Iteration 47Q: 3 clusters Score -987793.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -987846.750000 Penalty: 4429.722168
	Iteration 48Q: 3 clusters Score -987846.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -987904.375000 Penalty: 4429.722168
	Iteration 49Q: 3 clusters Score -987904.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -987947.812500 Penalty: 4429.722168
	Iteration 50Q: 3 clusters Score -987947.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -987974.625000 Penalty: 4429.722168
	Iteration 51Q: 3 clusters Score -987974.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -987992.500000 Penalty: 4429.722168
	Iteration 52Q: 3 clusters Score -987992.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -988012.937500 Penalty: 4429.722168
	Iteration 53Q: 3 clusters Score -988012.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -988036.750000 Penalty: 4429.722168
	Iteration 54Q: 3 clusters Score -988036.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -988050.812500 Penalty: 4429.722168
	Iteration 55Q: 3 clusters Score -988050.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -988064.437500 Penalty: 4429.722168
	Iteration 56Q: 3 clusters Score -988064.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -988069.562500 Penalty: 4429.722168
	Iteration 57Q: 3 clusters Score -988069.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -988077.062500 Penalty: 4429.722168
	Iteration 58Q: 3 clusters Score -988077.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -988083.875000 Penalty: 4429.722168
	Iteration 59Q: 3 clusters Score -988083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -988089.687500 Penalty: 4429.722168
	Iteration 60F: 3 clusters Score -988089.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -988095.250000 Penalty: 4429.722168
	Iteration 61Q: 3 clusters Score -988095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -988099.750000 Penalty: 4429.722168
	Iteration 62Q: 3 clusters Score -988099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -988105.187500 Penalty: 4429.722168
	Iteration 63Q: 3 clusters Score -988105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -988106.125000 Penalty: 4429.722168
	Iteration 64Q: 3 clusters Score -988106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -988108.312500 Penalty: 4429.722168
	Iteration 65Q: 3 clusters Score -988108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -988110.687500 Penalty: 4429.722168
	Iteration 66Q: 3 clusters Score -988110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -988110.687500 Penalty: 4429.722168
	Iteration 67F: 3 clusters Score -988110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Entering Unmasked Estep 
Score: -2547581.500000 Penalty: 2449.480469
	Iteration 0F: 2 clusters Score -2547582 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 9754 members 
Entering Unmasked Estep 
Score: -2533811.750000 Penalty: 4898.960938
	Iteration 0F: 3 clusters Score -2533812 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2538474.750000 Penalty: 4898.960938
	Iteration 1F: 3 clusters Score -2538475 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2538800.500000 Penalty: 4898.960938
	Iteration 2F: 3 clusters Score -2538800 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2539031.750000 Penalty: 4898.960938
	Iteration 3Q: 3 clusters Score -2539032 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2539255.750000 Penalty: 4898.960938
	Iteration 4Q: 3 clusters Score -2539256 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2539470.250000 Penalty: 4898.960938
	Iteration 5Q: 3 clusters Score -2539470 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2539650.000000 Penalty: 4898.960938
	Iteration 6Q: 3 clusters Score -2539650 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2539872.750000 Penalty: 4898.960938
	Iteration 7Q: 3 clusters Score -2539873 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2540139.000000 Penalty: 4898.960938
	Iteration 8Q: 3 clusters Score -2540139 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2540479.500000 Penalty: 4898.960938
	Iteration 9Q: 3 clusters Score -2540480 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2540976.250000 Penalty: 4898.960938
	Iteration 10Q: 3 clusters Score -2540976 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2541599.000000 Penalty: 4898.960938
	Iteration 11Q: 3 clusters Score -2541599 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2542367.750000 Penalty: 4898.960938
	Iteration 12F: 3 clusters Score -2542368 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2543154.500000 Penalty: 4898.960938
	Iteration 13F: 3 clusters Score -2543154 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2543874.000000 Penalty: 4898.960938
	Iteration 14Q: 3 clusters Score -2543874 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2544390.750000 Penalty: 4898.960938
	Iteration 15Q: 3 clusters Score -2544391 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2544722.750000 Penalty: 4898.960938
	Iteration 16Q: 3 clusters Score -2544723 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2544974.250000 Penalty: 4898.960938
	Iteration 17Q: 3 clusters Score -2544974 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2545113.000000 Penalty: 4898.960938
	Iteration 18Q: 3 clusters Score -2545113 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2545195.000000 Penalty: 4898.960938
	Iteration 19Q: 3 clusters Score -2545195 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2545255.250000 Penalty: 4898.960938
	Iteration 20F: 3 clusters Score -2545255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2545294.750000 Penalty: 4898.960938
	Iteration 21Q: 3 clusters Score -2545295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2545329.250000 Penalty: 4898.960938
	Iteration 22Q: 3 clusters Score -2545329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2545351.750000 Penalty: 4898.960938
	Iteration 23Q: 3 clusters Score -2545352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2545377.250000 Penalty: 4898.960938
	Iteration 24Q: 3 clusters Score -2545377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2545399.750000 Penalty: 4898.960938
	Iteration 25Q: 3 clusters Score -2545400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2545411.000000 Penalty: 4898.960938
	Iteration 26Q: 3 clusters Score -2545411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2545413.250000 Penalty: 4898.960938
	Iteration 27Q: 3 clusters Score -2545413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2545420.500000 Penalty: 4898.960938
	Iteration 28Q: 3 clusters Score -2545420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2545422.250000 Penalty: 4898.960938
	Iteration 29Q: 3 clusters Score -2545422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2545425.000000 Penalty: 4898.960938
	Iteration 30Q: 3 clusters Score -2545425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2545425.750000 Penalty: 4898.960938
	Iteration 31Q: 3 clusters Score -2545426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2545429.750000 Penalty: 4898.960938
	Iteration 32Q: 3 clusters Score -2545430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2545430.000000 Penalty: 4898.960938
	Iteration 33Q: 3 clusters Score -2545430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2545430.000000 Penalty: 4898.960938
	Iteration 34F: 3 clusters Score -2545430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Entering Unmasked Estep 
Score: -1404351.250000 Penalty: 2303.342773
	Iteration 0F: 2 clusters Score -1404351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1396218.500000 Penalty: 4606.685547
	Iteration 0F: 3 clusters Score -1396218 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1398655.875000 Penalty: 4606.685547
	Iteration 1F: 3 clusters Score -1398656 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1398963.250000 Penalty: 4606.685547
	Iteration 2F: 3 clusters Score -1398963 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1399183.625000 Penalty: 4606.685547
	Iteration 3Q: 3 clusters Score -1399184 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1399361.875000 Penalty: 4606.685547
	Iteration 4Q: 3 clusters Score -1399362 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1399555.750000 Penalty: 4606.685547
	Iteration 5Q: 3 clusters Score -1399556 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1399776.000000 Penalty: 4606.685547
	Iteration 6Q: 3 clusters Score -1399776 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1400031.250000 Penalty: 4606.685547
	Iteration 7Q: 3 clusters Score -1400031 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1400297.625000 Penalty: 4606.685547
	Iteration 8Q: 3 clusters Score -1400298 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1400581.500000 Penalty: 4606.685547
	Iteration 9Q: 3 clusters Score -1400582 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1400835.000000 Penalty: 4606.685547
	Iteration 10Q: 3 clusters Score -1400835 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1401074.250000 Penalty: 4606.685547
	Iteration 11Q: 3 clusters Score -1401074 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1401291.625000 Penalty: 4606.685547
	Iteration 12Q: 3 clusters Score -1401292 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1401458.500000 Penalty: 4606.685547
	Iteration 13Q: 3 clusters Score -1401458 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1401592.000000 Penalty: 4606.685547
	Iteration 14Q: 3 clusters Score -1401592 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1401699.375000 Penalty: 4606.685547
	Iteration 15Q: 3 clusters Score -1401699 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1401800.625000 Penalty: 4606.685547
	Iteration 16Q: 3 clusters Score -1401801 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1401892.000000 Penalty: 4606.685547
	Iteration 17Q: 3 clusters Score -1401892 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1401981.000000 Penalty: 4606.685547
	Iteration 18Q: 3 clusters Score -1401981 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1402055.250000 Penalty: 4606.685547
	Iteration 19Q: 3 clusters Score -1402055 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1402122.250000 Penalty: 4606.685547
	Iteration 20F: 3 clusters Score -1402122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1402186.500000 Penalty: 4606.685547
	Iteration 21Q: 3 clusters Score -1402186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1402245.750000 Penalty: 4606.685547
	Iteration 22Q: 3 clusters Score -1402246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1402303.125000 Penalty: 4606.685547
	Iteration 23Q: 3 clusters Score -1402303 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1402369.875000 Penalty: 4606.685547
	Iteration 24Q: 3 clusters Score -1402370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1402446.250000 Penalty: 4606.685547
	Iteration 25Q: 3 clusters Score -1402446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1402524.125000 Penalty: 4606.685547
	Iteration 26Q: 3 clusters Score -1402524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1402590.625000 Penalty: 4606.685547
	Iteration 27Q: 3 clusters Score -1402591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1402636.125000 Penalty: 4606.685547
	Iteration 28Q: 3 clusters Score -1402636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1402665.500000 Penalty: 4606.685547
	Iteration 29Q: 3 clusters Score -1402666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1402679.250000 Penalty: 4606.685547
	Iteration 30Q: 3 clusters Score -1402679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1402690.000000 Penalty: 4606.685547
	Iteration 31Q: 3 clusters Score -1402690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1402697.625000 Penalty: 4606.685547
	Iteration 32Q: 3 clusters Score -1402698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1402704.250000 Penalty: 4606.685547
	Iteration 33Q: 3 clusters Score -1402704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1402713.000000 Penalty: 4606.685547
	Iteration 34Q: 3 clusters Score -1402713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1402716.875000 Penalty: 4606.685547
	Iteration 35Q: 3 clusters Score -1402717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1402719.250000 Penalty: 4606.685547
	Iteration 36Q: 3 clusters Score -1402719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1402723.375000 Penalty: 4606.685547
	Iteration 37Q: 3 clusters Score -1402723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1402725.750000 Penalty: 4606.685547
	Iteration 38Q: 3 clusters Score -1402726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1402729.750000 Penalty: 4606.685547
	Iteration 39Q: 3 clusters Score -1402730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1402731.375000 Penalty: 4606.685547
	Iteration 40F: 3 clusters Score -1402731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1402729.875000 Penalty: 4606.685547
	Iteration 41Q: 3 clusters Score -1402730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1402729.875000 Penalty: 4606.685547
	Iteration 42F: 3 clusters Score -1402730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -436118.781250 Penalty: 2017.783936
	Iteration 0F: 2 clusters Score -436118.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -432570.625000 Penalty: 4035.567871
	Iteration 0F: 3 clusters Score -432570.6 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -433293.906250 Penalty: 4035.567871
	Iteration 1F: 3 clusters Score -433293.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -433482.843750 Penalty: 4035.567871
	Iteration 2F: 3 clusters Score -433482.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -433604.906250 Penalty: 4035.567871
	Iteration 3F: 3 clusters Score -433604.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -433686.187500 Penalty: 4035.567871
	Iteration 4Q: 3 clusters Score -433686.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -433748.031250 Penalty: 4035.567871
	Iteration 5Q: 3 clusters Score -433748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -433785.062500 Penalty: 4035.567871
	Iteration 6Q: 3 clusters Score -433785.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -433819.656250 Penalty: 4035.567871
	Iteration 7Q: 3 clusters Score -433819.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -433847.937500 Penalty: 4035.567871
	Iteration 8Q: 3 clusters Score -433847.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -433872.250000 Penalty: 4035.567871
	Iteration 9Q: 3 clusters Score -433872.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -433898.718750 Penalty: 4035.567871
	Iteration 10Q: 3 clusters Score -433898.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -433922.406250 Penalty: 4035.567871
	Iteration 11Q: 3 clusters Score -433922.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -433948.843750 Penalty: 4035.567871
	Iteration 12Q: 3 clusters Score -433948.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -433965.343750 Penalty: 4035.567871
	Iteration 13Q: 3 clusters Score -433965.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -433975.437500 Penalty: 4035.567871
	Iteration 14Q: 3 clusters Score -433975.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -433983.312500 Penalty: 4035.567871
	Iteration 15Q: 3 clusters Score -433983.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -433993.718750 Penalty: 4035.567871
	Iteration 16Q: 3 clusters Score -433993.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -434003.875000 Penalty: 4035.567871
	Iteration 17Q: 3 clusters Score -434003.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -434015.343750 Penalty: 4035.567871
	Iteration 18Q: 3 clusters Score -434015.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -434017.781250 Penalty: 4035.567871
	Iteration 19Q: 3 clusters Score -434017.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -434019.000000 Penalty: 4035.567871
	Iteration 20F: 3 clusters Score -434019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -434022.156250 Penalty: 4035.567871
	Iteration 21Q: 3 clusters Score -434022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -434024.437500 Penalty: 4035.567871
	Iteration 22Q: 3 clusters Score -434024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -434027.093750 Penalty: 4035.567871
	Iteration 23Q: 3 clusters Score -434027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -434028.781250 Penalty: 4035.567871
	Iteration 24Q: 3 clusters Score -434028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -434031.937500 Penalty: 4035.567871
	Iteration 25Q: 3 clusters Score -434031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -434033.062500 Penalty: 4035.567871
	Iteration 26Q: 3 clusters Score -434033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -434034.656250 Penalty: 4035.567871
	Iteration 27Q: 3 clusters Score -434034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -434036.062500 Penalty: 4035.567871
	Iteration 28Q: 3 clusters Score -434036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -434038.312500 Penalty: 4035.567871
	Iteration 29Q: 3 clusters Score -434038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -434039.218750 Penalty: 4035.567871
	Iteration 30Q: 3 clusters Score -434039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -434041.375000 Penalty: 4035.567871
	Iteration 31Q: 3 clusters Score -434041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -434043.843750 Penalty: 4035.567871
	Iteration 32Q: 3 clusters Score -434043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -434045.468750 Penalty: 4035.567871
	Iteration 33Q: 3 clusters Score -434045.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -434048.375000 Penalty: 4035.567871
	Iteration 34Q: 3 clusters Score -434048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -434051.312500 Penalty: 4035.567871
	Iteration 35Q: 3 clusters Score -434051.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -434053.312500 Penalty: 4035.567871
	Iteration 36Q: 3 clusters Score -434053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -434054.125000 Penalty: 4035.567871
	Iteration 37Q: 3 clusters Score -434054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -434054.968750 Penalty: 4035.567871
	Iteration 38Q: 3 clusters Score -434055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -434054.968750 Penalty: 4035.567871
	Iteration 39F: 3 clusters Score -434055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Entering Unmasked Estep 
Score: -3286217.750000 Penalty: 2523.466797
	Iteration 0F: 2 clusters Score -3286218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3268173.250000 Penalty: 5046.933594
	Iteration 0F: 3 clusters Score -3268173 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3274481.000000 Penalty: 5046.933594
	Iteration 1F: 3 clusters Score -3274481 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3274939.000000 Penalty: 5046.933594
	Iteration 2F: 3 clusters Score -3274939 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3275416.250000 Penalty: 5046.933594
	Iteration 3Q: 3 clusters Score -3275416 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3275921.250000 Penalty: 5046.933594
	Iteration 4Q: 3 clusters Score -3275921 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3276496.250000 Penalty: 5046.933594
	Iteration 5Q: 3 clusters Score -3276496 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3277125.250000 Penalty: 5046.933594
	Iteration 6F: 3 clusters Score -3277125 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3277884.000000 Penalty: 5046.933594
	Iteration 7Q: 3 clusters Score -3277884 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -3278819.750000 Penalty: 5046.933594
	Iteration 8F: 3 clusters Score -3278820 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3279884.500000 Penalty: 5046.933594
	Iteration 9F: 3 clusters Score -3279884 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3280804.000000 Penalty: 5046.933594
	Iteration 10Q: 3 clusters Score -3280804 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3281563.500000 Penalty: 5046.933594
	Iteration 11Q: 3 clusters Score -3281564 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3282098.500000 Penalty: 5046.933594
	Iteration 12Q: 3 clusters Score -3282098 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3282416.000000 Penalty: 5046.933594
	Iteration 13Q: 3 clusters Score -3282416 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3282615.000000 Penalty: 5046.933594
	Iteration 14Q: 3 clusters Score -3282615 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3282730.000000 Penalty: 5046.933594
	Iteration 15Q: 3 clusters Score -3282730 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3282811.750000 Penalty: 5046.933594
	Iteration 16Q: 3 clusters Score -3282812 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3282893.250000 Penalty: 5046.933594
	Iteration 17Q: 3 clusters Score -3282893 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3282949.000000 Penalty: 5046.933594
	Iteration 18Q: 3 clusters Score -3282949 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3282989.000000 Penalty: 5046.933594
	Iteration 19Q: 3 clusters Score -3282989 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3283024.500000 Penalty: 5046.933594
	Iteration 20F: 3 clusters Score -3283024 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3283055 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3283061.500000 Penalty: 5046.933594
	Iteration 22Q: 3 clusters Score -3283062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3283077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3283086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3283089 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3283102.500000 Penalty: 5046.933594
	Iteration 26Q: 3 clusters Score -3283102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3283133.250000 Penalty: 5046.933594
	Iteration 27Q: 3 clusters Score -3283133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3283143.000000 Penalty: 5046.933594
	Iteration 28Q: 3 clusters Score -3283143 nChanged 101
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3283176.500000 Penalty: 5046.933594
	Iteration 29Q: 3 clusters Score -3283176 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3283190 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3283205.250000 Penalty: 5046.933594
	Iteration 31Q: 3 clusters Score -3283205 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3283209 nChanged 83
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3283226 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3283254 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3283275 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3283300 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3283320 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3283334 nChanged 75
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Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3283358 nChanged 89
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Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3283398 nChanged 84
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Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3283414.250000 Penalty: 5046.933594
	Iteration 43Q: 3 clusters Score -3283414 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3283703 nChanged 78
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Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3283728 nChanged 79
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Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3283785 nChanged 89
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Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3283801 nChanged 93
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Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3283838 nChanged 85
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Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3283866 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3283898 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3283921 nChanged 77
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Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3283951 nChanged 79
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Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 23687 members 
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	Iteration 62Q: 3 clusters Score -3283982 nChanged 90
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Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3284010 nChanged 64
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Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3284033 nChanged 68
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Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23901 members 
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	Iteration 65Q: 3 clusters Score -3284055 nChanged 59
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Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 23960 members 
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	Iteration 66Q: 3 clusters Score -3284076 nChanged 52
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Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3284092 nChanged 52
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Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24062 members 
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	Iteration 68Q: 3 clusters Score -3284102 nChanged 52
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Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3284125 nChanged 46
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Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3284134 nChanged 37
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Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3284146 nChanged 31
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Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3284147 nChanged 24
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Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3284160 nChanged 26
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Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24276 members 
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	Iteration 74Q: 3 clusters Score -3284167 nChanged 24
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Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 24300 members 
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	Iteration 75Q: 3 clusters Score -3284167 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3284174 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3284185.250000 Penalty: 5046.933594
	Iteration 77Q: 3 clusters Score -3284185 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3284190.250000 Penalty: 5046.933594
	Iteration 78Q: 3 clusters Score -3284190 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 24379 members 
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	Iteration 79Q: 3 clusters Score -3284188 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3284188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3284196.750000 Penalty: 5046.933594
	Iteration 81Q: 3 clusters Score -3284197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24410 members 
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Score: -3284199.000000 Penalty: 5046.933594
	Iteration 82Q: 3 clusters Score -3284199 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3284199 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3284203.250000 Penalty: 5046.933594
	Iteration 84Q: 3 clusters Score -3284203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3284207.500000 Penalty: 5046.933594
	Iteration 85Q: 3 clusters Score -3284208 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3284213.000000 Penalty: 5046.933594
	Iteration 86Q: 3 clusters Score -3284213 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3284215.500000 Penalty: 5046.933594
	Iteration 87Q: 3 clusters Score -3284216 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3284219.250000 Penalty: 5046.933594
	Iteration 88Q: 3 clusters Score -3284219 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3284215.250000 Penalty: 5046.933594
	Iteration 89Q: 3 clusters Score -3284215 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3284224.000000 Penalty: 5046.933594
	Iteration 90Q: 3 clusters Score -3284224 nChanged 8
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Mstep: Class 1 contains 1726 members 
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Entering Unmasked Estep 
Score: -3284221.750000 Penalty: 5046.933594
	Iteration 91Q: 3 clusters Score -3284222 nChanged 4
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Mstep: Class 1 contains 1722 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3284224 nChanged 2
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Mstep: Class 1 contains 1720 members 
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Score: -3284227.000000 Penalty: 5046.933594
	Iteration 93Q: 3 clusters Score -3284227 nChanged 4
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Mstep: Class 1 contains 1716 members 
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Score: -3284226.500000 Penalty: 5046.933594
	Iteration 94Q: 3 clusters Score -3284226 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3284234.750000 Penalty: 5046.933594
	Iteration 95Q: 3 clusters Score -3284235 nChanged 4
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Mstep: Class 1 contains 1707 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3284240 nChanged 7
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Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 24546 members 
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	Iteration 97Q: 3 clusters Score -3284236 nChanged 6
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Mstep: Class 1 contains 1694 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3284236 nChanged 13
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Mstep: Class 1 contains 1681 members 
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Score: -3284241.000000 Penalty: 5046.933594
	Iteration 99Q: 3 clusters Score -3284241 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3284242.000000 Penalty: 5046.933594
	Iteration 100F: 3 clusters Score -3284242 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3284240.250000 Penalty: 5046.933594
	Iteration 101Q: 3 clusters Score -3284240 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3284241.250000 Penalty: 5046.933594
	Iteration 102Q: 3 clusters Score -3284241 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3284244.500000 Penalty: 5046.933594
	Iteration 103Q: 3 clusters Score -3284244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
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Entering Unmasked Estep 
Score: -3284252.750000 Penalty: 5046.933594
	Iteration 104Q: 3 clusters Score -3284253 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3284263.500000 Penalty: 5046.933594
	Iteration 105Q: 3 clusters Score -3284264 nChanged 12
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Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3284261.750000 Penalty: 5046.933594
	Iteration 106Q: 3 clusters Score -3284262 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3284272.000000 Penalty: 5046.933594
	Iteration 107Q: 3 clusters Score -3284272 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3284271.250000 Penalty: 5046.933594
	Iteration 108Q: 3 clusters Score -3284271 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3284278.750000 Penalty: 5046.933594
	Iteration 109Q: 3 clusters Score -3284279 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3284285.500000 Penalty: 5046.933594
	Iteration 110Q: 3 clusters Score -3284286 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3284287.500000 Penalty: 5046.933594
	Iteration 111Q: 3 clusters Score -3284288 nChanged 14
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Entering Unmasked Estep 
Score: -3284285.750000 Penalty: 5046.933594
	Iteration 112Q: 3 clusters Score -3284286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3284295.000000 Penalty: 5046.933594
	Iteration 113Q: 3 clusters Score -3284295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3284299.500000 Penalty: 5046.933594
	Iteration 114Q: 3 clusters Score -3284300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3284303.500000 Penalty: 5046.933594
	Iteration 115Q: 3 clusters Score -3284304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3284309.500000 Penalty: 5046.933594
	Iteration 116Q: 3 clusters Score -3284310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3284313.750000 Penalty: 5046.933594
	Iteration 117Q: 3 clusters Score -3284314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3284324.750000 Penalty: 5046.933594
	Iteration 118Q: 3 clusters Score -3284325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3284331.000000 Penalty: 5046.933594
	Iteration 119Q: 3 clusters Score -3284331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3284333.250000 Penalty: 5046.933594
	Iteration 120F: 3 clusters Score -3284333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3284334.000000 Penalty: 5046.933594
	Iteration 121Q: 3 clusters Score -3284334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3284349.000000 Penalty: 5046.933594
	Iteration 122Q: 3 clusters Score -3284349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3284348.500000 Penalty: 5046.933594
	Iteration 123Q: 3 clusters Score -3284348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3284351.500000 Penalty: 5046.933594
	Iteration 124Q: 3 clusters Score -3284352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3284354.250000 Penalty: 5046.933594
	Iteration 125Q: 3 clusters Score -3284354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3284359.250000 Penalty: 5046.933594
	Iteration 126Q: 3 clusters Score -3284359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3284359.500000 Penalty: 5046.933594
	Iteration 127Q: 3 clusters Score -3284360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3284362.500000 Penalty: 5046.933594
	Iteration 128Q: 3 clusters Score -3284362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3284362.750000 Penalty: 5046.933594
	Iteration 129Q: 3 clusters Score -3284363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3284364.250000 Penalty: 5046.933594
	Iteration 130Q: 3 clusters Score -3284364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3284365.750000 Penalty: 5046.933594
	Iteration 131Q: 3 clusters Score -3284366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3284367.750000 Penalty: 5046.933594
	Iteration 132Q: 3 clusters Score -3284368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3284367.750000 Penalty: 5046.933594
	Iteration 133Q: 3 clusters Score -3284368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3284372.000000 Penalty: 5046.933594
	Iteration 134Q: 3 clusters Score -3284372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3284372.500000 Penalty: 5046.933594
	Iteration 135Q: 3 clusters Score -3284372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3284373.250000 Penalty: 5046.933594
	Iteration 136Q: 3 clusters Score -3284373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3284373.250000 Penalty: 5046.933594
	Iteration 137F: 3 clusters Score -3284373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Entering Unmasked Estep 
Score: -695656.375000 Penalty: 2126.761475
	Iteration 0F: 2 clusters Score -695656.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -690978.062500 Penalty: 4253.522949
	Iteration 0F: 3 clusters Score -690978.1 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -692133.187500 Penalty: 4253.522949
	Iteration 1F: 3 clusters Score -692133.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -692375.250000 Penalty: 4253.522949
	Iteration 2F: 3 clusters Score -692375.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -692551.187500 Penalty: 4253.522949
	Iteration 3F: 3 clusters Score -692551.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -692677.062500 Penalty: 4253.522949
	Iteration 4Q: 3 clusters Score -692677.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -692796.125000 Penalty: 4253.522949
	Iteration 5Q: 3 clusters Score -692796.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -692894.000000 Penalty: 4253.522949
	Iteration 6Q: 3 clusters Score -692894 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -692972.375000 Penalty: 4253.522949
	Iteration 7Q: 3 clusters Score -692972.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -693037.875000 Penalty: 4253.522949
	Iteration 8Q: 3 clusters Score -693037.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -693101.375000 Penalty: 4253.522949
	Iteration 9Q: 3 clusters Score -693101.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -693154.937500 Penalty: 4253.522949
	Iteration 10Q: 3 clusters Score -693154.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -693203.312500 Penalty: 4253.522949
	Iteration 11Q: 3 clusters Score -693203.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -693252.687500 Penalty: 4253.522949
	Iteration 12Q: 3 clusters Score -693252.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -693293.812500 Penalty: 4253.522949
	Iteration 13Q: 3 clusters Score -693293.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -693331.812500 Penalty: 4253.522949
	Iteration 14Q: 3 clusters Score -693331.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -693366.687500 Penalty: 4253.522949
	Iteration 15Q: 3 clusters Score -693366.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -693403.875000 Penalty: 4253.522949
	Iteration 16Q: 3 clusters Score -693403.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -693443.250000 Penalty: 4253.522949
	Iteration 17Q: 3 clusters Score -693443.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -693488.500000 Penalty: 4253.522949
	Iteration 18Q: 3 clusters Score -693488.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -693530.812500 Penalty: 4253.522949
	Iteration 19Q: 3 clusters Score -693530.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -693571.625000 Penalty: 4253.522949
	Iteration 20F: 3 clusters Score -693571.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -693617.687500 Penalty: 4253.522949
	Iteration 21Q: 3 clusters Score -693617.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -693656.812500 Penalty: 4253.522949
	Iteration 22Q: 3 clusters Score -693656.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -693692.500000 Penalty: 4253.522949
	Iteration 23Q: 3 clusters Score -693692.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -693723.375000 Penalty: 4253.522949
	Iteration 24Q: 3 clusters Score -693723.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -693756.437500 Penalty: 4253.522949
	Iteration 25Q: 3 clusters Score -693756.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -693788.812500 Penalty: 4253.522949
	Iteration 26Q: 3 clusters Score -693788.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -693819.187500 Penalty: 4253.522949
	Iteration 27Q: 3 clusters Score -693819.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -693848.812500 Penalty: 4253.522949
	Iteration 28Q: 3 clusters Score -693848.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -693867.187500 Penalty: 4253.522949
	Iteration 29Q: 3 clusters Score -693867.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -693884.312500 Penalty: 4253.522949
	Iteration 30Q: 3 clusters Score -693884.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -693900.687500 Penalty: 4253.522949
	Iteration 31Q: 3 clusters Score -693900.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -693912.500000 Penalty: 4253.522949
	Iteration 32Q: 3 clusters Score -693912.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -693924.750000 Penalty: 4253.522949
	Iteration 33Q: 3 clusters Score -693924.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -693942.250000 Penalty: 4253.522949
	Iteration 34Q: 3 clusters Score -693942.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -693953.312500 Penalty: 4253.522949
	Iteration 35Q: 3 clusters Score -693953.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -693963.312500 Penalty: 4253.522949
	Iteration 36Q: 3 clusters Score -693963.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -693976.437500 Penalty: 4253.522949
	Iteration 37Q: 3 clusters Score -693976.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -693992.937500 Penalty: 4253.522949
	Iteration 38Q: 3 clusters Score -693992.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -694005.125000 Penalty: 4253.522949
	Iteration 39Q: 3 clusters Score -694005.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -694015.687500 Penalty: 4253.522949
	Iteration 40F: 3 clusters Score -694015.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -694027.062500 Penalty: 4253.522949
	Iteration 41Q: 3 clusters Score -694027.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -694042.062500 Penalty: 4253.522949
	Iteration 42Q: 3 clusters Score -694042.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -694057.312500 Penalty: 4253.522949
	Iteration 43Q: 3 clusters Score -694057.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -694072.187500 Penalty: 4253.522949
	Iteration 44Q: 3 clusters Score -694072.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -694083.375000 Penalty: 4253.522949
	Iteration 45Q: 3 clusters Score -694083.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -694096.687500 Penalty: 4253.522949
	Iteration 46Q: 3 clusters Score -694096.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -694108.875000 Penalty: 4253.522949
	Iteration 47Q: 3 clusters Score -694108.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -694117.750000 Penalty: 4253.522949
	Iteration 48Q: 3 clusters Score -694117.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -694126.437500 Penalty: 4253.522949
	Iteration 49Q: 3 clusters Score -694126.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -694136.500000 Penalty: 4253.522949
	Iteration 50Q: 3 clusters Score -694136.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -694143.750000 Penalty: 4253.522949
	Iteration 51Q: 3 clusters Score -694143.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -694154.375000 Penalty: 4253.522949
	Iteration 52Q: 3 clusters Score -694154.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -694164.812500 Penalty: 4253.522949
	Iteration 53Q: 3 clusters Score -694164.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -694174.000000 Penalty: 4253.522949
	Iteration 54Q: 3 clusters Score -694174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -694182.562500 Penalty: 4253.522949
	Iteration 55Q: 3 clusters Score -694182.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -694190.937500 Penalty: 4253.522949
	Iteration 56Q: 3 clusters Score -694190.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -694200.437500 Penalty: 4253.522949
	Iteration 57Q: 3 clusters Score -694200.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -694214.312500 Penalty: 4253.522949
	Iteration 58Q: 3 clusters Score -694214.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -694230.000000 Penalty: 4253.522949
	Iteration 59Q: 3 clusters Score -694230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -694241.000000 Penalty: 4253.522949
	Iteration 60F: 3 clusters Score -694241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -694249.562500 Penalty: 4253.522949
	Iteration 61Q: 3 clusters Score -694249.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -694254.625000 Penalty: 4253.522949
	Iteration 62Q: 3 clusters Score -694254.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -694265.000000 Penalty: 4253.522949
	Iteration 63Q: 3 clusters Score -694265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -694272.187500 Penalty: 4253.522949
	Iteration 64Q: 3 clusters Score -694272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -694276.125000 Penalty: 4253.522949
	Iteration 65Q: 3 clusters Score -694276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -694279.937500 Penalty: 4253.522949
	Iteration 66Q: 3 clusters Score -694279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -694283.562500 Penalty: 4253.522949
	Iteration 67Q: 3 clusters Score -694283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -694287.937500 Penalty: 4253.522949
	Iteration 68Q: 3 clusters Score -694287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -694288.250000 Penalty: 4253.522949
	Iteration 69Q: 3 clusters Score -694288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -694289.812500 Penalty: 4253.522949
	Iteration 70Q: 3 clusters Score -694289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -694291.625000 Penalty: 4253.522949
	Iteration 71Q: 3 clusters Score -694291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -694293.812500 Penalty: 4253.522949
	Iteration 72Q: 3 clusters Score -694293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -694295.750000 Penalty: 4253.522949
	Iteration 73Q: 3 clusters Score -694295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -694295.937500 Penalty: 4253.522949
	Iteration 74Q: 3 clusters Score -694295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -694298.500000 Penalty: 4253.522949
	Iteration 75Q: 3 clusters Score -694298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -694303.125000 Penalty: 4253.522949
	Iteration 76Q: 3 clusters Score -694303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -694307.500000 Penalty: 4253.522949
	Iteration 77Q: 3 clusters Score -694307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -694308.312500 Penalty: 4253.522949
	Iteration 78Q: 3 clusters Score -694308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -694310.187500 Penalty: 4253.522949
	Iteration 79Q: 3 clusters Score -694310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -694313.000000 Penalty: 4253.522949
	Iteration 80F: 3 clusters Score -694313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -694315.250000 Penalty: 4253.522949
	Iteration 81Q: 3 clusters Score -694315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -694319.437500 Penalty: 4253.522949
	Iteration 82Q: 3 clusters Score -694319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -694325.062500 Penalty: 4253.522949
	Iteration 83Q: 3 clusters Score -694325.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -694331.062500 Penalty: 4253.522949
	Iteration 84Q: 3 clusters Score -694331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -694335.437500 Penalty: 4253.522949
	Iteration 85Q: 3 clusters Score -694335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -694340.687500 Penalty: 4253.522949
	Iteration 86Q: 3 clusters Score -694340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -694348.000000 Penalty: 4253.522949
	Iteration 87Q: 3 clusters Score -694348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -694350.875000 Penalty: 4253.522949
	Iteration 88Q: 3 clusters Score -694350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -694352.375000 Penalty: 4253.522949
	Iteration 89Q: 3 clusters Score -694352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -694358.250000 Penalty: 4253.522949
	Iteration 90Q: 3 clusters Score -694358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -694359.437500 Penalty: 4253.522949
	Iteration 91Q: 3 clusters Score -694359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -694361.562500 Penalty: 4253.522949
	Iteration 92Q: 3 clusters Score -694361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -694361.562500 Penalty: 4253.522949
	Iteration 93F: 3 clusters Score -694361.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Entering Unmasked Estep 
Score: -1725458.500000 Penalty: 2351.282471
	Iteration 0F: 2 clusters Score -1725458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1715813.375000 Penalty: 4702.564941
	Iteration 0F: 3 clusters Score -1715813 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1718785.125000 Penalty: 4702.564941
	Iteration 1F: 3 clusters Score -1718785 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1719365.875000 Penalty: 4702.564941
	Iteration 2F: 3 clusters Score -1719366 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1719947.000000 Penalty: 4702.564941
	Iteration 3F: 3 clusters Score -1719947 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1720640.625000 Penalty: 4702.564941
	Iteration 4F: 3 clusters Score -1720641 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1721408.625000 Penalty: 4702.564941
	Iteration 5F: 3 clusters Score -1721409 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1722118.875000 Penalty: 4702.564941
	Iteration 6F: 3 clusters Score -1722119 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1722647.250000 Penalty: 4702.564941
	Iteration 7F: 3 clusters Score -1722647 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1723000.000000 Penalty: 4702.564941
	Iteration 8Q: 3 clusters Score -1723000 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1723215.250000 Penalty: 4702.564941
	Iteration 9Q: 3 clusters Score -1723215 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1723343.875000 Penalty: 4702.564941
	Iteration 10Q: 3 clusters Score -1723344 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1723436.875000 Penalty: 4702.564941
	Iteration 11Q: 3 clusters Score -1723437 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1723492.250000 Penalty: 4702.564941
	Iteration 12Q: 3 clusters Score -1723492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1723528.000000 Penalty: 4702.564941
	Iteration 13Q: 3 clusters Score -1723528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1723571.375000 Penalty: 4702.564941
	Iteration 14Q: 3 clusters Score -1723571 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1723603.750000 Penalty: 4702.564941
	Iteration 15Q: 3 clusters Score -1723604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1723621.875000 Penalty: 4702.564941
	Iteration 16Q: 3 clusters Score -1723622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1723638.875000 Penalty: 4702.564941
	Iteration 17Q: 3 clusters Score -1723639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1723655.000000 Penalty: 4702.564941
	Iteration 18Q: 3 clusters Score -1723655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1723658.250000 Penalty: 4702.564941
	Iteration 19Q: 3 clusters Score -1723658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1723660.875000 Penalty: 4702.564941
	Iteration 20F: 3 clusters Score -1723661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1723660.375000 Penalty: 4702.564941
	Iteration 21Q: 3 clusters Score -1723660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1723673.250000 Penalty: 4702.564941
	Iteration 22Q: 3 clusters Score -1723673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1723671.125000 Penalty: 4702.564941
	Iteration 23Q: 3 clusters Score -1723671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1723675.625000 Penalty: 4702.564941
	Iteration 24Q: 3 clusters Score -1723676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1723674.375000 Penalty: 4702.564941
	Iteration 25Q: 3 clusters Score -1723674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1723680.500000 Penalty: 4702.564941
	Iteration 26Q: 3 clusters Score -1723680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1723682.500000 Penalty: 4702.564941
	Iteration 27Q: 3 clusters Score -1723682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1723685.000000 Penalty: 4702.564941
	Iteration 28Q: 3 clusters Score -1723685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1723684.875000 Penalty: 4702.564941
	Iteration 29Q: 3 clusters Score -1723685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1723687.750000 Penalty: 4702.564941
	Iteration 30Q: 3 clusters Score -1723688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1723688.375000 Penalty: 4702.564941
	Iteration 31Q: 3 clusters Score -1723688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1723688.375000 Penalty: 4702.564941
	Iteration 32F: 3 clusters Score -1723688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Entering Unmasked Estep 
Score: -1952854.875000 Penalty: 2383.758789
	Iteration 0F: 2 clusters Score -1952855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1942022.750000 Penalty: 4767.517578
	Iteration 0F: 3 clusters Score -1942023 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1945400.125000 Penalty: 4767.517578
	Iteration 1F: 3 clusters Score -1945400 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1945731.500000 Penalty: 4767.517578
	Iteration 2F: 3 clusters Score -1945732 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1945965.875000 Penalty: 4767.517578
	Iteration 3Q: 3 clusters Score -1945966 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1946186.875000 Penalty: 4767.517578
	Iteration 4Q: 3 clusters Score -1946187 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1946387.625000 Penalty: 4767.517578
	Iteration 5Q: 3 clusters Score -1946388 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1946601.625000 Penalty: 4767.517578
	Iteration 6Q: 3 clusters Score -1946602 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1946863.625000 Penalty: 4767.517578
	Iteration 7Q: 3 clusters Score -1946864 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1947183.250000 Penalty: 4767.517578
	Iteration 8Q: 3 clusters Score -1947183 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1947578.500000 Penalty: 4767.517578
	Iteration 9Q: 3 clusters Score -1947578 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1948045.125000 Penalty: 4767.517578
	Iteration 10Q: 3 clusters Score -1948045 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1948617.500000 Penalty: 4767.517578
	Iteration 11F: 3 clusters Score -1948618 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1949161.375000 Penalty: 4767.517578
	Iteration 12Q: 3 clusters Score -1949161 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1949657.375000 Penalty: 4767.517578
	Iteration 13Q: 3 clusters Score -1949657 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1950010.625000 Penalty: 4767.517578
	Iteration 14Q: 3 clusters Score -1950011 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1950248.000000 Penalty: 4767.517578
	Iteration 15Q: 3 clusters Score -1950248 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1950411.875000 Penalty: 4767.517578
	Iteration 16Q: 3 clusters Score -1950412 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1950531.500000 Penalty: 4767.517578
	Iteration 17Q: 3 clusters Score -1950532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1950617.375000 Penalty: 4767.517578
	Iteration 18Q: 3 clusters Score -1950617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1950657.250000 Penalty: 4767.517578
	Iteration 19Q: 3 clusters Score -1950657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1950683.875000 Penalty: 4767.517578
	Iteration 20F: 3 clusters Score -1950684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1950689.750000 Penalty: 4767.517578
	Iteration 21Q: 3 clusters Score -1950690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1950693.875000 Penalty: 4767.517578
	Iteration 22Q: 3 clusters Score -1950694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1950698.625000 Penalty: 4767.517578
	Iteration 23Q: 3 clusters Score -1950699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1950703.375000 Penalty: 4767.517578
	Iteration 24Q: 3 clusters Score -1950703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1950705.375000 Penalty: 4767.517578
	Iteration 25Q: 3 clusters Score -1950705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1950708.000000 Penalty: 4767.517578
	Iteration 26Q: 3 clusters Score -1950708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1950715.625000 Penalty: 4767.517578
	Iteration 27Q: 3 clusters Score -1950716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1950720.500000 Penalty: 4767.517578
	Iteration 28Q: 3 clusters Score -1950720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1950728.000000 Penalty: 4767.517578
	Iteration 29Q: 3 clusters Score -1950728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1950737.000000 Penalty: 4767.517578
	Iteration 30Q: 3 clusters Score -1950737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1950736.625000 Penalty: 4767.517578
	Iteration 31Q: 3 clusters Score -1950737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1950741.125000 Penalty: 4767.517578
	Iteration 32Q: 3 clusters Score -1950741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1950745.250000 Penalty: 4767.517578
	Iteration 33Q: 3 clusters Score -1950745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1950748.500000 Penalty: 4767.517578
	Iteration 34Q: 3 clusters Score -1950748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1950754.375000 Penalty: 4767.517578
	Iteration 35Q: 3 clusters Score -1950754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1950758.000000 Penalty: 4767.517578
	Iteration 36Q: 3 clusters Score -1950758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1950762.500000 Penalty: 4767.517578
	Iteration 37Q: 3 clusters Score -1950762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1950768.625000 Penalty: 4767.517578
	Iteration 38Q: 3 clusters Score -1950769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1950768.500000 Penalty: 4767.517578
	Iteration 39Q: 3 clusters Score -1950768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1950768.500000 Penalty: 4767.517578
	Iteration 40F: 3 clusters Score -1950768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Entering Unmasked Estep 
Score: -1073012.750000 Penalty: 2226.582764
	Iteration 0F: 2 clusters Score -1073013 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 3947 members 
Entering Unmasked Estep 
Score: -1066635.875000 Penalty: 4453.165527
	Iteration 0F: 3 clusters Score -1066636 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1068321.500000 Penalty: 4453.165527
	Iteration 1F: 3 clusters Score -1068322 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1068601.250000 Penalty: 4453.165527
	Iteration 2F: 3 clusters Score -1068601 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1068785.125000 Penalty: 4453.165527
	Iteration 3F: 3 clusters Score -1068785 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1068926.125000 Penalty: 4453.165527
	Iteration 4Q: 3 clusters Score -1068926 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1069063.375000 Penalty: 4453.165527
	Iteration 5Q: 3 clusters Score -1069063 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1069174.625000 Penalty: 4453.165527
	Iteration 6Q: 3 clusters Score -1069175 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1069269.500000 Penalty: 4453.165527
	Iteration 7Q: 3 clusters Score -1069270 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1069383.250000 Penalty: 4453.165527
	Iteration 8Q: 3 clusters Score -1069383 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1069507.875000 Penalty: 4453.165527
	Iteration 9Q: 3 clusters Score -1069508 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1069656.875000 Penalty: 4453.165527
	Iteration 10Q: 3 clusters Score -1069657 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1069808.250000 Penalty: 4453.165527
	Iteration 11Q: 3 clusters Score -1069808 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1069969.750000 Penalty: 4453.165527
	Iteration 12Q: 3 clusters Score -1069970 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1070099.000000 Penalty: 4453.165527
	Iteration 13Q: 3 clusters Score -1070099 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1070237.375000 Penalty: 4453.165527
	Iteration 14Q: 3 clusters Score -1070237 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1070359.750000 Penalty: 4453.165527
	Iteration 15Q: 3 clusters Score -1070360 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1070470.875000 Penalty: 4453.165527
	Iteration 16Q: 3 clusters Score -1070471 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1070565.125000 Penalty: 4453.165527
	Iteration 17Q: 3 clusters Score -1070565 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1070645.750000 Penalty: 4453.165527
	Iteration 18Q: 3 clusters Score -1070646 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1070703.250000 Penalty: 4453.165527
	Iteration 19Q: 3 clusters Score -1070703 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1070754.375000 Penalty: 4453.165527
	Iteration 20F: 3 clusters Score -1070754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1070805.625000 Penalty: 4453.165527
	Iteration 21Q: 3 clusters Score -1070806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1070849.000000 Penalty: 4453.165527
	Iteration 22Q: 3 clusters Score -1070849 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1070879.125000 Penalty: 4453.165527
	Iteration 23Q: 3 clusters Score -1070879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1070914.250000 Penalty: 4453.165527
	Iteration 24Q: 3 clusters Score -1070914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1070944.750000 Penalty: 4453.165527
	Iteration 25Q: 3 clusters Score -1070945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1070962.250000 Penalty: 4453.165527
	Iteration 26Q: 3 clusters Score -1070962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1070977.625000 Penalty: 4453.165527
	Iteration 27Q: 3 clusters Score -1070978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1070995.500000 Penalty: 4453.165527
	Iteration 28Q: 3 clusters Score -1070996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1071010.500000 Penalty: 4453.165527
	Iteration 29Q: 3 clusters Score -1071010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1071023.250000 Penalty: 4453.165527
	Iteration 30Q: 3 clusters Score -1071023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1071037.250000 Penalty: 4453.165527
	Iteration 31Q: 3 clusters Score -1071037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1071052.000000 Penalty: 4453.165527
	Iteration 32Q: 3 clusters Score -1071052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1071063.500000 Penalty: 4453.165527
	Iteration 33Q: 3 clusters Score -1071064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1071072.750000 Penalty: 4453.165527
	Iteration 34Q: 3 clusters Score -1071073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1071079.000000 Penalty: 4453.165527
	Iteration 35Q: 3 clusters Score -1071079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1071084.875000 Penalty: 4453.165527
	Iteration 36Q: 3 clusters Score -1071085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1071084.625000 Penalty: 4453.165527
	Iteration 37Q: 3 clusters Score -1071085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1071089.000000 Penalty: 4453.165527
	Iteration 38Q: 3 clusters Score -1071089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1071092.625000 Penalty: 4453.165527
	Iteration 39Q: 3 clusters Score -1071093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1071091.875000 Penalty: 4453.165527
	Iteration 40F: 3 clusters Score -1071092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1071093.250000 Penalty: 4453.165527
	Iteration 41Q: 3 clusters Score -1071093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1071093.250000 Penalty: 4453.165527
	Iteration 42F: 3 clusters Score -1071093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Entering Unmasked Estep 
Score: -1137204.125000 Penalty: 2269.135742
	Iteration 0F: 2 clusters Score -1137204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1129865.750000 Penalty: 4538.271484
	Iteration 0F: 3 clusters Score -1129866 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1132005.500000 Penalty: 4538.271484
	Iteration 1F: 3 clusters Score -1132006 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1132323.875000 Penalty: 4538.271484
	Iteration 2F: 3 clusters Score -1132324 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1132581.625000 Penalty: 4538.271484
	Iteration 3F: 3 clusters Score -1132582 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1132793.750000 Penalty: 4538.271484
	Iteration 4Q: 3 clusters Score -1132794 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1133045.000000 Penalty: 4538.271484
	Iteration 5Q: 3 clusters Score -1133045 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1133297.000000 Penalty: 4538.271484
	Iteration 6Q: 3 clusters Score -1133297 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1133527.750000 Penalty: 4538.271484
	Iteration 7Q: 3 clusters Score -1133528 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1133707.125000 Penalty: 4538.271484
	Iteration 8Q: 3 clusters Score -1133707 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1133851.750000 Penalty: 4538.271484
	Iteration 9Q: 3 clusters Score -1133852 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1133985.375000 Penalty: 4538.271484
	Iteration 10Q: 3 clusters Score -1133985 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1134101.750000 Penalty: 4538.271484
	Iteration 11Q: 3 clusters Score -1134102 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1134210.000000 Penalty: 4538.271484
	Iteration 12Q: 3 clusters Score -1134210 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1134300.000000 Penalty: 4538.271484
	Iteration 13Q: 3 clusters Score -1134300 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1134402.625000 Penalty: 4538.271484
	Iteration 14Q: 3 clusters Score -1134403 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1134501.875000 Penalty: 4538.271484
	Iteration 15Q: 3 clusters Score -1134502 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1134573.375000 Penalty: 4538.271484
	Iteration 16Q: 3 clusters Score -1134573 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1134637.500000 Penalty: 4538.271484
	Iteration 17Q: 3 clusters Score -1134638 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1134694.250000 Penalty: 4538.271484
	Iteration 18Q: 3 clusters Score -1134694 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1134751.000000 Penalty: 4538.271484
	Iteration 19Q: 3 clusters Score -1134751 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1134812.000000 Penalty: 4538.271484
	Iteration 20F: 3 clusters Score -1134812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1134872.125000 Penalty: 4538.271484
	Iteration 21Q: 3 clusters Score -1134872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1134931.000000 Penalty: 4538.271484
	Iteration 22Q: 3 clusters Score -1134931 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1134998.875000 Penalty: 4538.271484
	Iteration 23Q: 3 clusters Score -1134999 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1135056.875000 Penalty: 4538.271484
	Iteration 24Q: 3 clusters Score -1135057 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1135109.375000 Penalty: 4538.271484
	Iteration 25Q: 3 clusters Score -1135109 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1135150.875000 Penalty: 4538.271484
	Iteration 26Q: 3 clusters Score -1135151 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1135189.500000 Penalty: 4538.271484
	Iteration 27Q: 3 clusters Score -1135190 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1135230.750000 Penalty: 4538.271484
	Iteration 28Q: 3 clusters Score -1135231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1135275.625000 Penalty: 4538.271484
	Iteration 29Q: 3 clusters Score -1135276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1135324.375000 Penalty: 4538.271484
	Iteration 30Q: 3 clusters Score -1135324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1135361.250000 Penalty: 4538.271484
	Iteration 31Q: 3 clusters Score -1135361 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1135394.500000 Penalty: 4538.271484
	Iteration 32Q: 3 clusters Score -1135394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1135433.625000 Penalty: 4538.271484
	Iteration 33Q: 3 clusters Score -1135434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1135475.250000 Penalty: 4538.271484
	Iteration 34Q: 3 clusters Score -1135475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1135506.750000 Penalty: 4538.271484
	Iteration 35Q: 3 clusters Score -1135507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1135532.875000 Penalty: 4538.271484
	Iteration 36Q: 3 clusters Score -1135533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1135549.500000 Penalty: 4538.271484
	Iteration 37Q: 3 clusters Score -1135550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1135572.125000 Penalty: 4538.271484
	Iteration 38Q: 3 clusters Score -1135572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1135591.125000 Penalty: 4538.271484
	Iteration 39Q: 3 clusters Score -1135591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1135606.875000 Penalty: 4538.271484
	Iteration 40F: 3 clusters Score -1135607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1135618.125000 Penalty: 4538.271484
	Iteration 41Q: 3 clusters Score -1135618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1135630.750000 Penalty: 4538.271484
	Iteration 42Q: 3 clusters Score -1135631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1135642.500000 Penalty: 4538.271484
	Iteration 43Q: 3 clusters Score -1135642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1135651.125000 Penalty: 4538.271484
	Iteration 44Q: 3 clusters Score -1135651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1135659.500000 Penalty: 4538.271484
	Iteration 45Q: 3 clusters Score -1135660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1135669.000000 Penalty: 4538.271484
	Iteration 46Q: 3 clusters Score -1135669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1135674.000000 Penalty: 4538.271484
	Iteration 47Q: 3 clusters Score -1135674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1135677.500000 Penalty: 4538.271484
	Iteration 48Q: 3 clusters Score -1135678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1135680.750000 Penalty: 4538.271484
	Iteration 49Q: 3 clusters Score -1135681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1135686.250000 Penalty: 4538.271484
	Iteration 50Q: 3 clusters Score -1135686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1135688.375000 Penalty: 4538.271484
	Iteration 51Q: 3 clusters Score -1135688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1135694.500000 Penalty: 4538.271484
	Iteration 52Q: 3 clusters Score -1135694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1135697.375000 Penalty: 4538.271484
	Iteration 53Q: 3 clusters Score -1135697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1135701.750000 Penalty: 4538.271484
	Iteration 54Q: 3 clusters Score -1135702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1135706.125000 Penalty: 4538.271484
	Iteration 55Q: 3 clusters Score -1135706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1135717.000000 Penalty: 4538.271484
	Iteration 56Q: 3 clusters Score -1135717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1135722.125000 Penalty: 4538.271484
	Iteration 57Q: 3 clusters Score -1135722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1135728.500000 Penalty: 4538.271484
	Iteration 58Q: 3 clusters Score -1135728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1135734.750000 Penalty: 4538.271484
	Iteration 59Q: 3 clusters Score -1135735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1135739.000000 Penalty: 4538.271484
	Iteration 60F: 3 clusters Score -1135739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1135740.375000 Penalty: 4538.271484
	Iteration 61Q: 3 clusters Score -1135740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1135745.250000 Penalty: 4538.271484
	Iteration 62Q: 3 clusters Score -1135745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1135748.125000 Penalty: 4538.271484
	Iteration 63Q: 3 clusters Score -1135748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1135748.875000 Penalty: 4538.271484
	Iteration 64Q: 3 clusters Score -1135749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1135751.125000 Penalty: 4538.271484
	Iteration 65Q: 3 clusters Score -1135751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1135751.625000 Penalty: 4538.271484
	Iteration 66Q: 3 clusters Score -1135752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1135753.375000 Penalty: 4538.271484
	Iteration 67Q: 3 clusters Score -1135753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1135754.750000 Penalty: 4538.271484
	Iteration 68Q: 3 clusters Score -1135755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1135754.750000 Penalty: 4538.271484
	Iteration 69F: 3 clusters Score -1135755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Entering Unmasked Estep 
Score: -5603478.000000 Penalty: 2646.125732
	Iteration 0F: 2 clusters Score -5603478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5574285.000000 Penalty: 5292.251465
	Iteration 0F: 3 clusters Score -5574285 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5585204.000000 Penalty: 5292.251465
	Iteration 1F: 3 clusters Score -5585204 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5585738.000000 Penalty: 5292.251465
	Iteration 2Q: 3 clusters Score -5585738 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5586249.000000 Penalty: 5292.251465
	Iteration 3Q: 3 clusters Score -5586249 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5586743.000000 Penalty: 5292.251465
	Iteration 4Q: 3 clusters Score -5586743 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -5587245.000000 Penalty: 5292.251465
	Iteration 5Q: 3 clusters Score -5587245 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5587757.500000 Penalty: 5292.251465
	Iteration 6Q: 3 clusters Score -5587758 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -5588431.500000 Penalty: 5292.251465
	Iteration 7Q: 3 clusters Score -5588432 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -5589178.000000 Penalty: 5292.251465
	Iteration 8Q: 3 clusters Score -5589178 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -5590120.500000 Penalty: 5292.251465
	Iteration 9Q: 3 clusters Score -5590120 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -5591203.500000 Penalty: 5292.251465
	Iteration 10Q: 3 clusters Score -5591204 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5592459.000000 Penalty: 5292.251465
	Iteration 11Q: 3 clusters Score -5592459 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -5593887.500000 Penalty: 5292.251465
	Iteration 12Q: 3 clusters Score -5593888 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -5595179.000000 Penalty: 5292.251465
	Iteration 13Q: 3 clusters Score -5595179 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -5596308.500000 Penalty: 5292.251465
	Iteration 14Q: 3 clusters Score -5596308 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -5597152.000000 Penalty: 5292.251465
	Iteration 15Q: 3 clusters Score -5597152 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -5597822.500000 Penalty: 5292.251465
	Iteration 16Q: 3 clusters Score -5597822 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -5598460.000000 Penalty: 5292.251465
	Iteration 17Q: 3 clusters Score -5598460 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5599051.000000 Penalty: 5292.251465
	Iteration 18Q: 3 clusters Score -5599051 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5599562.500000 Penalty: 5292.251465
	Iteration 19Q: 3 clusters Score -5599562 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5600086.500000 Penalty: 5292.251465
	Iteration 20F: 3 clusters Score -5600086 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5600560.000000 Penalty: 5292.251465
	Iteration 21Q: 3 clusters Score -5600560 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -5600943.500000 Penalty: 5292.251465
	Iteration 22Q: 3 clusters Score -5600944 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -5601230.500000 Penalty: 5292.251465
	Iteration 23Q: 3 clusters Score -5601230 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -5601447.500000 Penalty: 5292.251465
	Iteration 24Q: 3 clusters Score -5601448 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -5601587.500000 Penalty: 5292.251465
	Iteration 25Q: 3 clusters Score -5601588 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -5601698.500000 Penalty: 5292.251465
	Iteration 26Q: 3 clusters Score -5601698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -5601768.500000 Penalty: 5292.251465
	Iteration 27Q: 3 clusters Score -5601768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5601810.000000 Penalty: 5292.251465
	Iteration 28Q: 3 clusters Score -5601810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5601838.000000 Penalty: 5292.251465
	Iteration 29Q: 3 clusters Score -5601838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -5601849.500000 Penalty: 5292.251465
	Iteration 30Q: 3 clusters Score -5601850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -5601866.000000 Penalty: 5292.251465
	Iteration 31Q: 3 clusters Score -5601866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5601868.000000 Penalty: 5292.251465
	Iteration 32Q: 3 clusters Score -5601868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5601896.000000 Penalty: 5292.251465
	Iteration 33Q: 3 clusters Score -5601896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5601898.000000 Penalty: 5292.251465
	Iteration 34Q: 3 clusters Score -5601898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -5601894.500000 Penalty: 5292.251465
	Iteration 35Q: 3 clusters Score -5601894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5601894.500000 Penalty: 5292.251465
	Iteration 36Q: 3 clusters Score -5601894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5601895.500000 Penalty: 5292.251465
	Iteration 37Q: 3 clusters Score -5601896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5601894.500000 Penalty: 5292.251465
	Iteration 38Q: 3 clusters Score -5601894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5601896.500000 Penalty: 5292.251465
	Iteration 39Q: 3 clusters Score -5601896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5601904.000000 Penalty: 5292.251465
	Iteration 40F: 3 clusters Score -5601904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5601909.000000 Penalty: 5292.251465
	Iteration 41Q: 3 clusters Score -5601909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5601904.000000 Penalty: 5292.251465
	Iteration 42Q: 3 clusters Score -5601904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -5601907.000000 Penalty: 5292.251465
	Iteration 43Q: 3 clusters Score -5601907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -5601902.500000 Penalty: 5292.251465
	Iteration 44Q: 3 clusters Score -5601902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5601902.500000 Penalty: 5292.251465
	Iteration 45Q: 3 clusters Score -5601902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5601904.500000 Penalty: 5292.251465
	Iteration 46Q: 3 clusters Score -5601904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5601904.500000 Penalty: 5292.251465
	Iteration 47F: 3 clusters Score -5601904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -22952.615234 Penalty: 1327.260864
	Iteration 0F: 2 clusters Score -22952.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21816.474609 Penalty: 2654.521729
	Iteration 0F: 3 clusters Score -21816.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21921.781250 Penalty: 2654.521729
	Iteration 1F: 3 clusters Score -21921.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21949.718750 Penalty: 2654.521729
	Iteration 2Q: 3 clusters Score -21949.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21949.718750 Penalty: 2654.521729
	Iteration 3F: 3 clusters Score -21949.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -80246.359375 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -80246.36 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 330 members 
Entering Unmasked Estep 
Score: -78628.343750 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -78628.34 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78984.523438 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -78984.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79191.507812 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -79191.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -79331.140625 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -79331.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -79428.437500 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -79428.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79485.015625 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -79485.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -79522.414062 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -79522.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -79552.476562 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -79552.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -79562.023438 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -79562.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -79569.468750 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -79569.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -79569.468750 Penalty: 3216.379150
	Iteration 10F: 3 clusters Score -79569.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Entering Unmasked Estep 
Score: -1284965.750000 Penalty: 2282.322510
	Iteration 0F: 2 clusters Score -1284966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1277342.000000 Penalty: 4564.645020
	Iteration 0F: 3 clusters Score -1277342 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1279600.375000 Penalty: 4564.645020
	Iteration 1F: 3 clusters Score -1279600 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1279998.625000 Penalty: 4564.645020
	Iteration 2F: 3 clusters Score -1279999 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1280362.500000 Penalty: 4564.645020
	Iteration 3F: 3 clusters Score -1280362 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1280717.500000 Penalty: 4564.645020
	Iteration 4F: 3 clusters Score -1280718 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1281037.250000 Penalty: 4564.645020
	Iteration 5F: 3 clusters Score -1281037 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1281366.750000 Penalty: 4564.645020
	Iteration 6F: 3 clusters Score -1281367 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1281688.750000 Penalty: 4564.645020
	Iteration 7Q: 3 clusters Score -1281689 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1281982.500000 Penalty: 4564.645020
	Iteration 8Q: 3 clusters Score -1281982 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1282262.000000 Penalty: 4564.645020
	Iteration 9Q: 3 clusters Score -1282262 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1282517.250000 Penalty: 4564.645020
	Iteration 10Q: 3 clusters Score -1282517 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1282743.000000 Penalty: 4564.645020
	Iteration 11Q: 3 clusters Score -1282743 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1282916.750000 Penalty: 4564.645020
	Iteration 12Q: 3 clusters Score -1282917 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1283061.250000 Penalty: 4564.645020
	Iteration 13Q: 3 clusters Score -1283061 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1283182.125000 Penalty: 4564.645020
	Iteration 14Q: 3 clusters Score -1283182 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1283272.875000 Penalty: 4564.645020
	Iteration 15Q: 3 clusters Score -1283273 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1283355.500000 Penalty: 4564.645020
	Iteration 16Q: 3 clusters Score -1283356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1283421.750000 Penalty: 4564.645020
	Iteration 17Q: 3 clusters Score -1283422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1283459.750000 Penalty: 4564.645020
	Iteration 18Q: 3 clusters Score -1283460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1283499.750000 Penalty: 4564.645020
	Iteration 19Q: 3 clusters Score -1283500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1283524.000000 Penalty: 4564.645020
	Iteration 20F: 3 clusters Score -1283524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1283541.125000 Penalty: 4564.645020
	Iteration 21Q: 3 clusters Score -1283541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1283557.375000 Penalty: 4564.645020
	Iteration 22Q: 3 clusters Score -1283557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1283568.875000 Penalty: 4564.645020
	Iteration 23Q: 3 clusters Score -1283569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1283576.875000 Penalty: 4564.645020
	Iteration 24Q: 3 clusters Score -1283577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1283585.625000 Penalty: 4564.645020
	Iteration 25Q: 3 clusters Score -1283586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1283593.000000 Penalty: 4564.645020
	Iteration 26Q: 3 clusters Score -1283593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1283600.500000 Penalty: 4564.645020
	Iteration 27Q: 3 clusters Score -1283600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1283604.625000 Penalty: 4564.645020
	Iteration 28Q: 3 clusters Score -1283605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1283613.000000 Penalty: 4564.645020
	Iteration 29Q: 3 clusters Score -1283613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1283622.375000 Penalty: 4564.645020
	Iteration 30Q: 3 clusters Score -1283622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1283627.625000 Penalty: 4564.645020
	Iteration 31Q: 3 clusters Score -1283628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1283633.375000 Penalty: 4564.645020
	Iteration 32Q: 3 clusters Score -1283633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1283637.000000 Penalty: 4564.645020
	Iteration 33Q: 3 clusters Score -1283637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1283639.625000 Penalty: 4564.645020
	Iteration 34Q: 3 clusters Score -1283640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1283639.250000 Penalty: 4564.645020
	Iteration 35Q: 3 clusters Score -1283639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1283641.750000 Penalty: 4564.645020
	Iteration 36Q: 3 clusters Score -1283642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1283646.625000 Penalty: 4564.645020
	Iteration 37Q: 3 clusters Score -1283647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1283646.250000 Penalty: 4564.645020
	Iteration 38Q: 3 clusters Score -1283646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1283644.875000 Penalty: 4564.645020
	Iteration 39Q: 3 clusters Score -1283645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1283644.875000 Penalty: 4564.645020
	Iteration 40F: 3 clusters Score -1283645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -116919.406250 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -116919.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115039.742188 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -115039.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -115305.421875 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -115305.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -115374.820312 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -115374.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115397.898438 Penalty: 3407.546387
	Iteration 3Q: 3 clusters Score -115397.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115407.664062 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -115407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115410.984375 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -115411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115412.460938 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -115412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115412.460938 Penalty: 3407.546387
	Iteration 7F: 3 clusters Score -115412.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -98674.070312 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -98674.07 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 411 members 
Entering Unmasked Estep 
Score: -96905.523438 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -96905.52 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97218.921875 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -97218.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97339.851562 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -97339.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97451.515625 Penalty: 3337.399902
	Iteration 3F: 3 clusters Score -97451.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97530.203125 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -97530.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97599.398438 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -97599.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97627.453125 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -97627.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97653.617188 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -97653.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97669.492188 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -97669.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97676.125000 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -97676.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97682.773438 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -97682.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97685.937500 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -97685.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97689.992188 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -97689.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97697.570312 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -97697.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97707.242188 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -97707.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97733.445312 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -97733.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97742.234375 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -97742.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97749.335938 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -97749.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97751.398438 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -97751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97761.242188 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -97761.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97768.437500 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -97768.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97769.281250 Penalty: 3337.399902
	Iteration 21Q: 3 clusters Score -97769.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97769.281250 Penalty: 3337.399902
	Iteration 22F: 3 clusters Score -97769.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -68478.234375 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -68478.23 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 301 members 
Entering Unmasked Estep 
Score: -66965.453125 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -66965.45 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67215.414062 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -67215.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67291.804688 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -67291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67323.507812 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -67323.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67352.968750 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -67352.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67385.195312 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -67385.2 nChanged 12
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: -67411.507812 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -67411.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67451.742188 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -67451.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67476.500000 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -67476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67482.242188 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -67482.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67489.539062 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -67489.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67496.109375 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -67496.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67573.570312 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -67573.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67598.781250 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -67598.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67615.546875 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -67615.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67643.203125 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -67643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67660.710938 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -67660.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67675.468750 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -67675.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67695.859375 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -67695.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67722.570312 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -67722.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -67746.156250 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -67746.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67766.976562 Penalty: 3162.012207
	Iteration 21Q: 3 clusters Score -67766.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -67785.031250 Penalty: 3162.012207
	Iteration 22Q: 3 clusters Score -67785.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -67813.132812 Penalty: 3162.012207
	Iteration 23Q: 3 clusters Score -67813.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -67856.765625 Penalty: 3162.012207
	Iteration 24Q: 3 clusters Score -67856.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -67876.070312 Penalty: 3162.012207
	Iteration 25Q: 3 clusters Score -67876.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -67894.781250 Penalty: 3162.012207
	Iteration 26Q: 3 clusters Score -67894.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -67920.500000 Penalty: 3162.012207
	Iteration 27Q: 3 clusters Score -67920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -67929.968750 Penalty: 3162.012207
	Iteration 28Q: 3 clusters Score -67929.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -67932.164062 Penalty: 3162.012207
	Iteration 29Q: 3 clusters Score -67932.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -67933.187500 Penalty: 3162.012207
	Iteration 30Q: 3 clusters Score -67933.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -67933.664062 Penalty: 3162.012207
	Iteration 31F: 3 clusters Score -67933.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -67948.445312 Penalty: 3162.012207
	Iteration 32Q: 3 clusters Score -67948.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -67971.078125 Penalty: 3162.012207
	Iteration 33Q: 3 clusters Score -67971.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -67989.406250 Penalty: 3162.012207
	Iteration 34Q: 3 clusters Score -67989.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -68005.742188 Penalty: 3162.012207
	Iteration 35Q: 3 clusters Score -68005.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -68008.132812 Penalty: 3162.012207
	Iteration 36Q: 3 clusters Score -68008.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -68008.132812 Penalty: 3162.012207
	Iteration 37F: 3 clusters Score -68008.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (139696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139696 members 
Entering Unmasked Estep 
Score: -18330124.000000 Penalty: 2938.111572
	Iteration 0F: 2 clusters Score -1.833012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -18237184.000000 Penalty: 5876.223145
	Iteration 0F: 3 clusters Score -1.823718e+07 nChanged 66895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 74161 members 
Entering Unmasked Estep 
Score: -18276408.000000 Penalty: 5876.223145
	Iteration 1F: 3 clusters Score -1.827641e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 76875 members 
Entering Unmasked Estep 
Score: -18277752.000000 Penalty: 5876.223145
	Iteration 2Q: 3 clusters Score -1.827775e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -18279748.000000 Penalty: 5876.223145
	Iteration 3Q: 3 clusters Score -1.827975e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -18282936.000000 Penalty: 5876.223145
	Iteration 4F: 3 clusters Score -1.828294e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -18287950.000000 Penalty: 5876.223145
	Iteration 5F: 3 clusters Score -1.828795e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -18295448.000000 Penalty: 5876.223145
	Iteration 6F: 3 clusters Score -1.829545e+07 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 113497 members 
Entering Unmasked Estep 
Score: -18304646.000000 Penalty: 5876.223145
	Iteration 7F: 3 clusters Score -1.830465e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 122359 members 
Entering Unmasked Estep 
Score: -18313266.000000 Penalty: 5876.223145
	Iteration 8F: 3 clusters Score -1.831327e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 128617 members 
Entering Unmasked Estep 
Score: -18319702.000000 Penalty: 5876.223145
	Iteration 9Q: 3 clusters Score -1.83197e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 132234 members 
Entering Unmasked Estep 
Score: -18323776.000000 Penalty: 5876.223145
	Iteration 10Q: 3 clusters Score -1.832378e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 134035 members 
Entering Unmasked Estep 
Score: -18326108.000000 Penalty: 5876.223145
	Iteration 11Q: 3 clusters Score -1.832611e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 134819 members 
Entering Unmasked Estep 
Score: -18327254.000000 Penalty: 5876.223145
	Iteration 12Q: 3 clusters Score -1.832725e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 135204 members 
Entering Unmasked Estep 
Score: -18327818.000000 Penalty: 5876.223145
	Iteration 13Q: 3 clusters Score -1.832782e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 135432 members 
Entering Unmasked Estep 
Score: -18328188.000000 Penalty: 5876.223145
	Iteration 14Q: 3 clusters Score -1.832819e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 135624 members 
Entering Unmasked Estep 
Score: -18328368.000000 Penalty: 5876.223145
	Iteration 15Q: 3 clusters Score -1.832837e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 135756 members 
Entering Unmasked Estep 
Score: -18328486.000000 Penalty: 5876.223145
	Iteration 16Q: 3 clusters Score -1.832849e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -18328604.000000 Penalty: 5876.223145
	Iteration 17Q: 3 clusters Score -1.83286e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 135951 members 
Entering Unmasked Estep 
Score: -18328604.000000 Penalty: 5876.223145
	Iteration 18Q: 3 clusters Score -1.83286e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 136007 members 
Entering Unmasked Estep 
Score: -18328694.000000 Penalty: 5876.223145
	Iteration 19Q: 3 clusters Score -1.832869e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 136041 members 
Entering Unmasked Estep 
Score: -18328734.000000 Penalty: 5876.223145
	Iteration 20F: 3 clusters Score -1.832873e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 136037 members 
Entering Unmasked Estep 
Score: -18328758.000000 Penalty: 5876.223145
	Iteration 21Q: 3 clusters Score -1.832876e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 136052 members 
Entering Unmasked Estep 
Score: -18328770.000000 Penalty: 5876.223145
	Iteration 22Q: 3 clusters Score -1.832877e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 136051 members 
Entering Unmasked Estep 
Score: -18328814.000000 Penalty: 5876.223145
	Iteration 23Q: 3 clusters Score -1.832881e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 136061 members 
Entering Unmasked Estep 
Score: -18328822.000000 Penalty: 5876.223145
	Iteration 24Q: 3 clusters Score -1.832882e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 136070 members 
Entering Unmasked Estep 
Score: -18328844.000000 Penalty: 5876.223145
	Iteration 25Q: 3 clusters Score -1.832884e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 136080 members 
Entering Unmasked Estep 
Score: -18328840.000000 Penalty: 5876.223145
	Iteration 26Q: 3 clusters Score -1.832884e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 136085 members 
Entering Unmasked Estep 
Score: -18328822.000000 Penalty: 5876.223145
	Iteration 27Q: 3 clusters Score -1.832882e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -18328818.000000 Penalty: 5876.223145
	Iteration 28Q: 3 clusters Score -1.832882e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 136091 members 
Entering Unmasked Estep 
Score: -18328850.000000 Penalty: 5876.223145
	Iteration 29Q: 3 clusters Score -1.832885e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -18328902.000000 Penalty: 5876.223145
	Iteration 30Q: 3 clusters Score -1.83289e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 136087 members 
Entering Unmasked Estep 
Score: -18328898.000000 Penalty: 5876.223145
	Iteration 31Q: 3 clusters Score -1.83289e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -18328898.000000 Penalty: 5876.223145
	Iteration 32Q: 3 clusters Score -1.83289e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 136073 members 
Entering Unmasked Estep 
Score: -18328898.000000 Penalty: 5876.223145
	Iteration 33Q: 3 clusters Score -1.83289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 136068 members 
Entering Unmasked Estep 
Score: -18328914.000000 Penalty: 5876.223145
	Iteration 34Q: 3 clusters Score -1.832891e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 136064 members 
Entering Unmasked Estep 
Score: -18328902.000000 Penalty: 5876.223145
	Iteration 35Q: 3 clusters Score -1.83289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 136058 members 
Entering Unmasked Estep 
Score: -18328898.000000 Penalty: 5876.223145
	Iteration 36Q: 3 clusters Score -1.83289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 136052 members 
Entering Unmasked Estep 
Score: -18328910.000000 Penalty: 5876.223145
	Iteration 37Q: 3 clusters Score -1.832891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 136044 members 
Entering Unmasked Estep 
Score: -18328882.000000 Penalty: 5876.223145
	Iteration 38Q: 3 clusters Score -1.832888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 136035 members 
Entering Unmasked Estep 
Score: -18328906.000000 Penalty: 5876.223145
	Iteration 39Q: 3 clusters Score -1.832891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 136028 members 
Entering Unmasked Estep 
Score: -18328906.000000 Penalty: 5876.223145
	Iteration 40F: 3 clusters Score -1.832891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 136020 members 
Entering Unmasked Estep 
Score: -18328900.000000 Penalty: 5876.223145
	Iteration 41Q: 3 clusters Score -1.83289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 136024 members 
Entering Unmasked Estep 
Score: -18328910.000000 Penalty: 5876.223145
	Iteration 42Q: 3 clusters Score -1.832891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 136028 members 
Entering Unmasked Estep 
Score: -18328924.000000 Penalty: 5876.223145
	Iteration 43Q: 3 clusters Score -1.832892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 136030 members 
Entering Unmasked Estep 
Score: -18328942.000000 Penalty: 5876.223145
	Iteration 44Q: 3 clusters Score -1.832894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 136027 members 
Entering Unmasked Estep 
Score: -18328940.000000 Penalty: 5876.223145
	Iteration 45Q: 3 clusters Score -1.832894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 136028 members 
Entering Unmasked Estep 
Score: -18328920.000000 Penalty: 5876.223145
	Iteration 46Q: 3 clusters Score -1.832892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -18328906.000000 Penalty: 5876.223145
	Iteration 47Q: 3 clusters Score -1.832891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 136030 members 
Entering Unmasked Estep 
Score: -18328908.000000 Penalty: 5876.223145
	Iteration 48Q: 3 clusters Score -1.832891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 136025 members 
Entering Unmasked Estep 
Score: -18328934.000000 Penalty: 5876.223145
	Iteration 49Q: 3 clusters Score -1.832893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 136024 members 
Entering Unmasked Estep 
Score: -18328940.000000 Penalty: 5876.223145
	Iteration 50Q: 3 clusters Score -1.832894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -18328942.000000 Penalty: 5876.223145
	Iteration 51Q: 3 clusters Score -1.832894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -18328946.000000 Penalty: 5876.223145
	Iteration 52Q: 3 clusters Score -1.832895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 136015 members 
Entering Unmasked Estep 
Score: -18328948.000000 Penalty: 5876.223145
	Iteration 53Q: 3 clusters Score -1.832895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 136011 members 
Entering Unmasked Estep 
Score: -18328950.000000 Penalty: 5876.223145
	Iteration 54Q: 3 clusters Score -1.832895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 136007 members 
Entering Unmasked Estep 
Score: -18328954.000000 Penalty: 5876.223145
	Iteration 55Q: 3 clusters Score -1.832895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 136003 members 
Entering Unmasked Estep 
Score: -18328954.000000 Penalty: 5876.223145
	Iteration 56Q: 3 clusters Score -1.832895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 135998 members 
Entering Unmasked Estep 
Score: -18328958.000000 Penalty: 5876.223145
	Iteration 57Q: 3 clusters Score -1.832896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 135995 members 
Entering Unmasked Estep 
Score: -18328954.000000 Penalty: 5876.223145
	Iteration 58Q: 3 clusters Score -1.832895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 135993 members 
Entering Unmasked Estep 
Score: -18328954.000000 Penalty: 5876.223145
	Iteration 59Q: 3 clusters Score -1.832895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 135990 members 
Entering Unmasked Estep 
Score: -18328942.000000 Penalty: 5876.223145
	Iteration 60F: 3 clusters Score -1.832894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 135988 members 
Entering Unmasked Estep 
Score: -18328948.000000 Penalty: 5876.223145
	Iteration 61Q: 3 clusters Score -1.832895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 135986 members 
Entering Unmasked Estep 
Score: -18328958.000000 Penalty: 5876.223145
	Iteration 62Q: 3 clusters Score -1.832896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 135981 members 
Entering Unmasked Estep 
Score: -18328958.000000 Penalty: 5876.223145
	Iteration 63Q: 3 clusters Score -1.832896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 135975 members 
Entering Unmasked Estep 
Score: -18328966.000000 Penalty: 5876.223145
	Iteration 64Q: 3 clusters Score -1.832897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 135968 members 
Entering Unmasked Estep 
Score: -18328972.000000 Penalty: 5876.223145
	Iteration 65Q: 3 clusters Score -1.832897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 135961 members 
Entering Unmasked Estep 
Score: -18328976.000000 Penalty: 5876.223145
	Iteration 66Q: 3 clusters Score -1.832898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
Score: -18328974.000000 Penalty: 5876.223145
	Iteration 67Q: 3 clusters Score -1.832897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -18328958.000000 Penalty: 5876.223145
	Iteration 68Q: 3 clusters Score -1.832896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 135939 members 
Entering Unmasked Estep 
Score: -18328956.000000 Penalty: 5876.223145
	Iteration 69Q: 3 clusters Score -1.832896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 135937 members 
Entering Unmasked Estep 
Score: -18328968.000000 Penalty: 5876.223145
	Iteration 70Q: 3 clusters Score -1.832897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 135937 members 
Entering Unmasked Estep 
Score: -18328970.000000 Penalty: 5876.223145
	Iteration 71Q: 3 clusters Score -1.832897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 135936 members 
Entering Unmasked Estep 
Score: -18328988.000000 Penalty: 5876.223145
	Iteration 72Q: 3 clusters Score -1.832899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 135934 members 
Entering Unmasked Estep 
Score: -18328976.000000 Penalty: 5876.223145
	Iteration 73Q: 3 clusters Score -1.832898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 135930 members 
Entering Unmasked Estep 
Score: -18328996.000000 Penalty: 5876.223145
	Iteration 74Q: 3 clusters Score -1.8329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 135922 members 
Entering Unmasked Estep 
Score: -18328974.000000 Penalty: 5876.223145
	Iteration 75Q: 3 clusters Score -1.832897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 135916 members 
Entering Unmasked Estep 
Score: -18328966.000000 Penalty: 5876.223145
	Iteration 76Q: 3 clusters Score -1.832897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 135914 members 
Entering Unmasked Estep 
Score: -18328978.000000 Penalty: 5876.223145
	Iteration 77Q: 3 clusters Score -1.832898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 135914 members 
Entering Unmasked Estep 
Score: -18328964.000000 Penalty: 5876.223145
	Iteration 78Q: 3 clusters Score -1.832896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 135911 members 
Entering Unmasked Estep 
Score: -18328970.000000 Penalty: 5876.223145
	Iteration 79Q: 3 clusters Score -1.832897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 135903 members 
Entering Unmasked Estep 
Score: -18328962.000000 Penalty: 5876.223145
	Iteration 80F: 3 clusters Score -1.832896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 135895 members 
Entering Unmasked Estep 
Score: -18328964.000000 Penalty: 5876.223145
	Iteration 81Q: 3 clusters Score -1.832896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 135890 members 
Entering Unmasked Estep 
Score: -18328950.000000 Penalty: 5876.223145
	Iteration 82Q: 3 clusters Score -1.832895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 135886 members 
Entering Unmasked Estep 
Score: -18328948.000000 Penalty: 5876.223145
	Iteration 83Q: 3 clusters Score -1.832895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 135888 members 
Entering Unmasked Estep 
Score: -18328968.000000 Penalty: 5876.223145
	Iteration 84Q: 3 clusters Score -1.832897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -18328986.000000 Penalty: 5876.223145
	Iteration 85Q: 3 clusters Score -1.832899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 135882 members 
Entering Unmasked Estep 
Score: -18328994.000000 Penalty: 5876.223145
	Iteration 86Q: 3 clusters Score -1.832899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 135878 members 
Entering Unmasked Estep 
Score: -18328976.000000 Penalty: 5876.223145
	Iteration 87Q: 3 clusters Score -1.832898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 135877 members 
Entering Unmasked Estep 
Score: -18328988.000000 Penalty: 5876.223145
	Iteration 88Q: 3 clusters Score -1.832899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 135873 members 
Entering Unmasked Estep 
Score: -18328986.000000 Penalty: 5876.223145
	Iteration 89Q: 3 clusters Score -1.832899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 135868 members 
Entering Unmasked Estep 
Score: -18328986.000000 Penalty: 5876.223145
	Iteration 90Q: 3 clusters Score -1.832899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 135868 members 
Entering Unmasked Estep 
Score: -18328980.000000 Penalty: 5876.223145
	Iteration 91Q: 3 clusters Score -1.832898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -18328984.000000 Penalty: 5876.223145
	Iteration 92Q: 3 clusters Score -1.832898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 135869 members 
Entering Unmasked Estep 
Score: -18328986.000000 Penalty: 5876.223145
	Iteration 93Q: 3 clusters Score -1.832899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 135871 members 
Entering Unmasked Estep 
Score: -18328988.000000 Penalty: 5876.223145
	Iteration 94Q: 3 clusters Score -1.832899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 135872 members 
Entering Unmasked Estep 
Score: -18328990.000000 Penalty: 5876.223145
	Iteration 95Q: 3 clusters Score -1.832899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 135875 members 
Entering Unmasked Estep 
Score: -18328988.000000 Penalty: 5876.223145
	Iteration 96Q: 3 clusters Score -1.832899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 135875 members 
Entering Unmasked Estep 
Score: -18328980.000000 Penalty: 5876.223145
	Iteration 97Q: 3 clusters Score -1.832898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 135873 members 
Entering Unmasked Estep 
Score: -18328970.000000 Penalty: 5876.223145
	Iteration 98Q: 3 clusters Score -1.832897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -18328976.000000 Penalty: 5876.223145
	Iteration 99Q: 3 clusters Score -1.832898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -18328976.000000 Penalty: 5876.223145
	Iteration 100F: 3 clusters Score -1.832898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -909731.437500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -909731.4 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 3502 members 
Entering Unmasked Estep 
Score: -903904.000000 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -903904 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -905435.125000 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -905435.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -905705.875000 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -905705.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -905895.687500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -905895.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -906033.875000 Penalty: 4393.892090
	Iteration 4Q: 3 clusters Score -906033.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -906185.687500 Penalty: 4393.892090
	Iteration 5Q: 3 clusters Score -906185.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -906362.187500 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -906362.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -906564.500000 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -906564.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -906823.062500 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -906823.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -907132.687500 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -907132.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -907425.875000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -907425.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -907688.375000 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -907688.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -907882.062500 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -907882.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -908044.187500 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -908044.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -908157.375000 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -908157.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -908241.437500 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -908241.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -908314.937500 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -908314.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -908381.750000 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -908381.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -908440.687500 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -908440.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -908487.000000 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -908487 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -908515.000000 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -908515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -908540.062500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -908540.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -908557.750000 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -908557.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -908573.000000 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -908573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -908587.750000 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -908587.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -908603.812500 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -908603.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -908613.062500 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -908613.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -908618.125000 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -908618.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -908624.437500 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -908624.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -908641.812500 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -908641.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -908653.000000 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -908653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -908663.687500 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -908663.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -908671.187500 Penalty: 4393.892090
	Iteration 32Q: 3 clusters Score -908671.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -908678.937500 Penalty: 4393.892090
	Iteration 33Q: 3 clusters Score -908678.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -908685.312500 Penalty: 4393.892090
	Iteration 34Q: 3 clusters Score -908685.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -908688.187500 Penalty: 4393.892090
	Iteration 35Q: 3 clusters Score -908688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -908689.937500 Penalty: 4393.892090
	Iteration 36Q: 3 clusters Score -908689.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -908695.875000 Penalty: 4393.892090
	Iteration 37Q: 3 clusters Score -908695.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -908704.437500 Penalty: 4393.892090
	Iteration 38Q: 3 clusters Score -908704.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -908716.062500 Penalty: 4393.892090
	Iteration 39Q: 3 clusters Score -908716.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -908722.625000 Penalty: 4393.892090
	Iteration 40F: 3 clusters Score -908722.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -908728.000000 Penalty: 4393.892090
	Iteration 41Q: 3 clusters Score -908728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -908733.375000 Penalty: 4393.892090
	Iteration 42Q: 3 clusters Score -908733.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -908740.750000 Penalty: 4393.892090
	Iteration 43Q: 3 clusters Score -908740.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -908744.312500 Penalty: 4393.892090
	Iteration 44Q: 3 clusters Score -908744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -908747.750000 Penalty: 4393.892090
	Iteration 45Q: 3 clusters Score -908747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -908746.312500 Penalty: 4393.892090
	Iteration 46Q: 3 clusters Score -908746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -908749.187500 Penalty: 4393.892090
	Iteration 47Q: 3 clusters Score -908749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -908750.500000 Penalty: 4393.892090
	Iteration 48Q: 3 clusters Score -908750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -908751.250000 Penalty: 4393.892090
	Iteration 49Q: 3 clusters Score -908751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -908754.062500 Penalty: 4393.892090
	Iteration 50Q: 3 clusters Score -908754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -908753.812500 Penalty: 4393.892090
	Iteration 51Q: 3 clusters Score -908753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -908753.812500 Penalty: 4393.892090
	Iteration 52F: 3 clusters Score -908753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -89357.765625 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -89357.77 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 390 members 
Entering Unmasked Estep 
Score: -87653.312500 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -87653.31 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87957.929688 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -87957.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88033.468750 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -88033.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88068.562500 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -88068.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88085.984375 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -88085.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88095.070312 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -88095.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88103.593750 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -88103.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88107.078125 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -88107.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88108.265625 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -88108.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88109.585938 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -88109.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88111.015625 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -88111.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88111.015625 Penalty: 3277.568359
	Iteration 11F: 3 clusters Score -88111.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5586 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 26246 members 
Mstep: Class 8 contains 5301 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 7928 members 
Mstep: Class 12 contains 9412 members 
Mstep: Class 13 contains 43039 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139696 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900880.000000 Penalty: 69427.945312
Iteration 199Q: 23 clusters Score -4.290088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5587 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 26243 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9410 members 
Mstep: Class 13 contains 43035 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139692 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900884.000000 Penalty: 69427.945312
Iteration 200F: 23 clusters Score -4.290088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 7 contains 26236 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9407 members 
Mstep: Class 13 contains 43035 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9925 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139693 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900916.000000 Penalty: 69427.945312
Iteration 201Q: 23 clusters Score -4.290092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 26237 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9406 members 
Mstep: Class 13 contains 43034 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9922 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900904.000000 Penalty: 69427.945312
Iteration 202Q: 23 clusters Score -4.29009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5591 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 26234 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 43034 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9919 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139697 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900920.000000 Penalty: 69427.945312
Iteration 203Q: 23 clusters Score -4.290092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 26234 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 43031 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9917 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139698 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900864.000000 Penalty: 69427.945312
Iteration 204Q: 23 clusters Score -4.290086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 26234 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 43028 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9917 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139698 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900884.000000 Penalty: 69427.945312
Iteration 205Q: 23 clusters Score -4.290088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 26233 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 43026 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9917 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139697 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900904.000000 Penalty: 69427.945312
Iteration 206Q: 23 clusters Score -4.29009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3447 members 
Mstep: Class 7 contains 26232 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 43023 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9916 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139696 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900900.000000 Penalty: 69427.945312
Iteration 207Q: 23 clusters Score -4.29009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 26229 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 43022 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9915 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139698 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900912.000000 Penalty: 69427.945312
Iteration 208Q: 23 clusters Score -4.290091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 26229 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 43023 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9914 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139695 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900932.000000 Penalty: 69427.945312
Iteration 209Q: 23 clusters Score -4.290093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 26224 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 43024 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9914 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900924.000000 Penalty: 69427.945312
Iteration 210Q: 23 clusters Score -4.290092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5599 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 26223 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9400 members 
Mstep: Class 13 contains 43025 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9912 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139690 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900928.000000 Penalty: 69427.945312
Iteration 211Q: 23 clusters Score -4.290093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 26220 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9398 members 
Mstep: Class 13 contains 43026 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9909 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139689 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900916.000000 Penalty: 69427.945312
Iteration 212Q: 23 clusters Score -4.290092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5602 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 26217 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9397 members 
Mstep: Class 13 contains 43030 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139691 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900948.000000 Penalty: 69427.945312
Iteration 213Q: 23 clusters Score -4.290095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 26213 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9396 members 
Mstep: Class 13 contains 43035 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9904 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900948.000000 Penalty: 69427.945312
Iteration 214Q: 23 clusters Score -4.290095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 26213 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 43036 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9905 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139696 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900972.000000 Penalty: 69427.945312
Iteration 215Q: 23 clusters Score -4.290097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 26209 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7930 members 
Mstep: Class 12 contains 9396 members 
Mstep: Class 13 contains 43040 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9903 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139693 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900964.000000 Penalty: 69427.945312
Iteration 216Q: 23 clusters Score -4.290096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 26203 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 9396 members 
Mstep: Class 13 contains 43045 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9902 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139691 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900932.000000 Penalty: 69427.945312
Iteration 217Q: 23 clusters Score -4.290093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 26200 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 43048 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9903 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139689 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900924.000000 Penalty: 69427.945312
Iteration 218Q: 23 clusters Score -4.290092e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 26199 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14946 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 9394 members 
Mstep: Class 13 contains 43049 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9901 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139689 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900900.000000 Penalty: 69427.945312
Iteration 219Q: 23 clusters Score -4.29009e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 26192 members 
Mstep: Class 8 contains 5318 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14949 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 9393 members 
Mstep: Class 13 contains 43052 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9899 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139693 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900872.000000 Penalty: 69427.945312
Iteration 220F: 23 clusters Score -4.290087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 26183 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 9392 members 
Mstep: Class 13 contains 43055 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9899 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139690 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900900.000000 Penalty: 69427.945312
Iteration 221Q: 23 clusters Score -4.29009e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 26179 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 13 contains 43057 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9899 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139690 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900848.000000 Penalty: 69427.945312
Iteration 222Q: 23 clusters Score -4.290085e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 26173 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 11 contains 7936 members 
Mstep: Class 12 contains 9389 members 
Mstep: Class 13 contains 43062 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9900 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139684 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900860.000000 Penalty: 69427.945312
Iteration 223Q: 23 clusters Score -4.290086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 10803 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 26169 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 7937 members 
Mstep: Class 12 contains 9389 members 
Mstep: Class 13 contains 43070 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9898 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139683 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900836.000000 Penalty: 69427.945312
Iteration 224Q: 23 clusters Score -4.290084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 10800 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26160 members 
Mstep: Class 8 contains 5328 members 
Mstep: Class 9 contains 13109 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 7938 members 
Mstep: Class 12 contains 9388 members 
Mstep: Class 13 contains 43077 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9893 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139683 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900924.000000 Penalty: 69427.945312
Iteration 225Q: 23 clusters Score -4.290092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14952 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9389 members 
Mstep: Class 13 contains 43081 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139683 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900896.000000 Penalty: 69427.945312
Iteration 226Q: 23 clusters Score -4.29009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 26150 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14952 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9388 members 
Mstep: Class 13 contains 43082 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139685 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900936.000000 Penalty: 69427.945312
Iteration 227Q: 23 clusters Score -4.290094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 5614 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 26142 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14952 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9387 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139688 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900944.000000 Penalty: 69427.945312
Iteration 228Q: 23 clusters Score -4.290094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5614 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 26135 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 43085 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139693 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900920.000000 Penalty: 69427.945312
Iteration 229Q: 23 clusters Score -4.290092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5614 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 26134 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 43085 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139692 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900912.000000 Penalty: 69427.945312
Iteration 230Q: 23 clusters Score -4.290091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19478 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26134 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139692 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900912.000000 Penalty: 69427.945312
Iteration 231Q: 23 clusters Score -4.290091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5611 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19479 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26132 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139695 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900936.000000 Penalty: 69427.945312
Iteration 232Q: 23 clusters Score -4.290094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19478 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26132 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 43085 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139696 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900952.000000 Penalty: 69427.945312
Iteration 233Q: 23 clusters Score -4.290095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19478 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26132 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 43085 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139696 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900956.000000 Penalty: 69427.945312
Iteration 234Q: 23 clusters Score -4.290096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19478 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26132 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 43085 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139697 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900976.000000 Penalty: 69427.945312
Iteration 235Q: 23 clusters Score -4.290098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19479 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26133 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14954 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900964.000000 Penalty: 69427.945312
Iteration 236Q: 23 clusters Score -4.290096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19480 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26131 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14954 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139695 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900972.000000 Penalty: 69427.945312
Iteration 237Q: 23 clusters Score -4.290097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19481 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14954 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139695 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900964.000000 Penalty: 69427.945312
Iteration 238Q: 23 clusters Score -4.290096e+07 nChanged 1
Entering ConstructFrom: 
Score: -42900964.000000 Penalty: 69427.945312
Entering ConstructFrom: 
Trying to split cluster 1 (8588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Entering Unmasked Estep 
Score: -1111682.375000 Penalty: 2246.414062
	Iteration 0F: 2 clusters Score -1111682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1104866.375000 Penalty: 4492.828125
	Iteration 0F: 3 clusters Score -1104866 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1106793.625000 Penalty: 4492.828125
	Iteration 1F: 3 clusters Score -1106794 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1107035.625000 Penalty: 4492.828125
	Iteration 2F: 3 clusters Score -1107036 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1107215.875000 Penalty: 4492.828125
	Iteration 3Q: 3 clusters Score -1107216 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1107373.875000 Penalty: 4492.828125
	Iteration 4Q: 3 clusters Score -1107374 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1107504.750000 Penalty: 4492.828125
	Iteration 5Q: 3 clusters Score -1107505 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1107619.750000 Penalty: 4492.828125
	Iteration 6Q: 3 clusters Score -1107620 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1107725.750000 Penalty: 4492.828125
	Iteration 7Q: 3 clusters Score -1107726 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1107838.125000 Penalty: 4492.828125
	Iteration 8Q: 3 clusters Score -1107838 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1107971.125000 Penalty: 4492.828125
	Iteration 9Q: 3 clusters Score -1107971 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1108096.250000 Penalty: 4492.828125
	Iteration 10Q: 3 clusters Score -1108096 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1108243.000000 Penalty: 4492.828125
	Iteration 11Q: 3 clusters Score -1108243 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1108383.625000 Penalty: 4492.828125
	Iteration 12Q: 3 clusters Score -1108384 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1108538.500000 Penalty: 4492.828125
	Iteration 13Q: 3 clusters Score -1108538 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1108706.250000 Penalty: 4492.828125
	Iteration 14Q: 3 clusters Score -1108706 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1108885.500000 Penalty: 4492.828125
	Iteration 15Q: 3 clusters Score -1108886 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1109050.875000 Penalty: 4492.828125
	Iteration 16Q: 3 clusters Score -1109051 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1109178.875000 Penalty: 4492.828125
	Iteration 17Q: 3 clusters Score -1109179 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1109290.000000 Penalty: 4492.828125
	Iteration 18Q: 3 clusters Score -1109290 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1109373.625000 Penalty: 4492.828125
	Iteration 19Q: 3 clusters Score -1109374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1109448.625000 Penalty: 4492.828125
	Iteration 20F: 3 clusters Score -1109449 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1109506.750000 Penalty: 4492.828125
	Iteration 21Q: 3 clusters Score -1109507 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1109552.875000 Penalty: 4492.828125
	Iteration 22Q: 3 clusters Score -1109553 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1109590.625000 Penalty: 4492.828125
	Iteration 23Q: 3 clusters Score -1109591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1109625.750000 Penalty: 4492.828125
	Iteration 24Q: 3 clusters Score -1109626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1109648.250000 Penalty: 4492.828125
	Iteration 25Q: 3 clusters Score -1109648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1109679.125000 Penalty: 4492.828125
	Iteration 26Q: 3 clusters Score -1109679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1109701.875000 Penalty: 4492.828125
	Iteration 27Q: 3 clusters Score -1109702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1109722.375000 Penalty: 4492.828125
	Iteration 28Q: 3 clusters Score -1109722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1109742.625000 Penalty: 4492.828125
	Iteration 29Q: 3 clusters Score -1109743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1109753.250000 Penalty: 4492.828125
	Iteration 30Q: 3 clusters Score -1109753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1109759.000000 Penalty: 4492.828125
	Iteration 31Q: 3 clusters Score -1109759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1109771.875000 Penalty: 4492.828125
	Iteration 32Q: 3 clusters Score -1109772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1109777.000000 Penalty: 4492.828125
	Iteration 33Q: 3 clusters Score -1109777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1109783.250000 Penalty: 4492.828125
	Iteration 34Q: 3 clusters Score -1109783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1109791.750000 Penalty: 4492.828125
	Iteration 35Q: 3 clusters Score -1109792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1109797.375000 Penalty: 4492.828125
	Iteration 36Q: 3 clusters Score -1109797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1109803.375000 Penalty: 4492.828125
	Iteration 37Q: 3 clusters Score -1109803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1109813.125000 Penalty: 4492.828125
	Iteration 38Q: 3 clusters Score -1109813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1109820.000000 Penalty: 4492.828125
	Iteration 39Q: 3 clusters Score -1109820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1109827.625000 Penalty: 4492.828125
	Iteration 40F: 3 clusters Score -1109828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1109835.500000 Penalty: 4492.828125
	Iteration 41Q: 3 clusters Score -1109836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1109841.375000 Penalty: 4492.828125
	Iteration 42Q: 3 clusters Score -1109841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1109849.625000 Penalty: 4492.828125
	Iteration 43Q: 3 clusters Score -1109850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1109851.250000 Penalty: 4492.828125
	Iteration 44Q: 3 clusters Score -1109851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1109853.750000 Penalty: 4492.828125
	Iteration 45Q: 3 clusters Score -1109854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1109857.250000 Penalty: 4492.828125
	Iteration 46Q: 3 clusters Score -1109857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1109858.500000 Penalty: 4492.828125
	Iteration 47Q: 3 clusters Score -1109858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1109857.625000 Penalty: 4492.828125
	Iteration 48Q: 3 clusters Score -1109858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1109858.625000 Penalty: 4492.828125
	Iteration 49Q: 3 clusters Score -1109859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1109860.750000 Penalty: 4492.828125
	Iteration 50Q: 3 clusters Score -1109861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1109860.750000 Penalty: 4492.828125
	Iteration 51F: 3 clusters Score -1109861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -694857.062500 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -694857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -689958.250000 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -689958.2 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -691185.500000 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -691185.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -691438.625000 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -691438.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -691618.812500 Penalty: 4281.446777
	Iteration 3F: 3 clusters Score -691618.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -691773.750000 Penalty: 4281.446777
	Iteration 4Q: 3 clusters Score -691773.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -691887.500000 Penalty: 4281.446777
	Iteration 5Q: 3 clusters Score -691887.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -691983.000000 Penalty: 4281.446777
	Iteration 6Q: 3 clusters Score -691983 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -692070.250000 Penalty: 4281.446777
	Iteration 7Q: 3 clusters Score -692070.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -692159.062500 Penalty: 4281.446777
	Iteration 8Q: 3 clusters Score -692159.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -692254.062500 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -692254.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -692358.812500 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -692358.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -692452.250000 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -692452.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -692553.750000 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -692553.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -692645.437500 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -692645.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -692713.062500 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -692713.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -692767.125000 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -692767.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -692815.500000 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -692815.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -692864.687500 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -692864.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -692903.812500 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -692903.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -692939.000000 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -692939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -692974.812500 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -692974.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -693006.375000 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -693006.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -693037.250000 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -693037.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -693058.125000 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -693058.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -693075.562500 Penalty: 4281.446777
	Iteration 24Q: 3 clusters Score -693075.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -693092.375000 Penalty: 4281.446777
	Iteration 25Q: 3 clusters Score -693092.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -693109.687500 Penalty: 4281.446777
	Iteration 26Q: 3 clusters Score -693109.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -693126.312500 Penalty: 4281.446777
	Iteration 27Q: 3 clusters Score -693126.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -693137.750000 Penalty: 4281.446777
	Iteration 28Q: 3 clusters Score -693137.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -693143.750000 Penalty: 4281.446777
	Iteration 29Q: 3 clusters Score -693143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -693148.812500 Penalty: 4281.446777
	Iteration 30Q: 3 clusters Score -693148.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -693154.250000 Penalty: 4281.446777
	Iteration 31Q: 3 clusters Score -693154.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -693162.625000 Penalty: 4281.446777
	Iteration 32Q: 3 clusters Score -693162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -693163.187500 Penalty: 4281.446777
	Iteration 33Q: 3 clusters Score -693163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -693162.437500 Penalty: 4281.446777
	Iteration 34Q: 3 clusters Score -693162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -693165.812500 Penalty: 4281.446777
	Iteration 35Q: 3 clusters Score -693165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -693168.062500 Penalty: 4281.446777
	Iteration 36Q: 3 clusters Score -693168.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -693169.062500 Penalty: 4281.446777
	Iteration 37Q: 3 clusters Score -693169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -693171.437500 Penalty: 4281.446777
	Iteration 38Q: 3 clusters Score -693171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -693171.875000 Penalty: 4281.446777
	Iteration 39Q: 3 clusters Score -693171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -693173.000000 Penalty: 4281.446777
	Iteration 40F: 3 clusters Score -693173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -693173.875000 Penalty: 4281.446777
	Iteration 41Q: 3 clusters Score -693173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -693175.625000 Penalty: 4281.446777
	Iteration 42Q: 3 clusters Score -693175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -693175.625000 Penalty: 4281.446777
	Iteration 43F: 3 clusters Score -693175.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Entering Unmasked Estep 
Score: -990160.562500 Penalty: 2214.893799
	Iteration 0F: 2 clusters Score -990160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -984031.937500 Penalty: 4429.787598
	Iteration 0F: 3 clusters Score -984031.9 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -985697.812500 Penalty: 4429.787598
	Iteration 1F: 3 clusters Score -985697.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -985950.375000 Penalty: 4429.787598
	Iteration 2F: 3 clusters Score -985950.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -986114.312500 Penalty: 4429.787598
	Iteration 3F: 3 clusters Score -986114.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -986215.187500 Penalty: 4429.787598
	Iteration 4Q: 3 clusters Score -986215.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -986286.937500 Penalty: 4429.787598
	Iteration 5Q: 3 clusters Score -986286.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -986336.437500 Penalty: 4429.787598
	Iteration 6Q: 3 clusters Score -986336.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -986382.250000 Penalty: 4429.787598
	Iteration 7Q: 3 clusters Score -986382.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -986416.125000 Penalty: 4429.787598
	Iteration 8Q: 3 clusters Score -986416.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -986448.000000 Penalty: 4429.787598
	Iteration 9Q: 3 clusters Score -986448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -986475.062500 Penalty: 4429.787598
	Iteration 10Q: 3 clusters Score -986475.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -986496.937500 Penalty: 4429.787598
	Iteration 11Q: 3 clusters Score -986496.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -986517.375000 Penalty: 4429.787598
	Iteration 12Q: 3 clusters Score -986517.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -986532.000000 Penalty: 4429.787598
	Iteration 13Q: 3 clusters Score -986532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -986545.375000 Penalty: 4429.787598
	Iteration 14Q: 3 clusters Score -986545.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -986560.062500 Penalty: 4429.787598
	Iteration 15Q: 3 clusters Score -986560.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -986575.187500 Penalty: 4429.787598
	Iteration 16Q: 3 clusters Score -986575.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -986588.000000 Penalty: 4429.787598
	Iteration 17Q: 3 clusters Score -986588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -986601.187500 Penalty: 4429.787598
	Iteration 18Q: 3 clusters Score -986601.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -986612.125000 Penalty: 4429.787598
	Iteration 19Q: 3 clusters Score -986612.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -986621.937500 Penalty: 4429.787598
	Iteration 20F: 3 clusters Score -986621.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -986636.062500 Penalty: 4429.787598
	Iteration 21Q: 3 clusters Score -986636.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -986649.750000 Penalty: 4429.787598
	Iteration 22Q: 3 clusters Score -986649.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -986663.125000 Penalty: 4429.787598
	Iteration 23Q: 3 clusters Score -986663.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -986674.812500 Penalty: 4429.787598
	Iteration 24Q: 3 clusters Score -986674.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -986684.000000 Penalty: 4429.787598
	Iteration 25Q: 3 clusters Score -986684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -986695.187500 Penalty: 4429.787598
	Iteration 26Q: 3 clusters Score -986695.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -986710.937500 Penalty: 4429.787598
	Iteration 27Q: 3 clusters Score -986710.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -986726.062500 Penalty: 4429.787598
	Iteration 28Q: 3 clusters Score -986726.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -986740.687500 Penalty: 4429.787598
	Iteration 29Q: 3 clusters Score -986740.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -986758.812500 Penalty: 4429.787598
	Iteration 30Q: 3 clusters Score -986758.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -986776.437500 Penalty: 4429.787598
	Iteration 31Q: 3 clusters Score -986776.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -986798.187500 Penalty: 4429.787598
	Iteration 32Q: 3 clusters Score -986798.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -986819.750000 Penalty: 4429.787598
	Iteration 33Q: 3 clusters Score -986819.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -986853.562500 Penalty: 4429.787598
	Iteration 34Q: 3 clusters Score -986853.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -986885.187500 Penalty: 4429.787598
	Iteration 35Q: 3 clusters Score -986885.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -986935.687500 Penalty: 4429.787598
	Iteration 36Q: 3 clusters Score -986935.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -986989.812500 Penalty: 4429.787598
	Iteration 37Q: 3 clusters Score -986989.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -987059.562500 Penalty: 4429.787598
	Iteration 38Q: 3 clusters Score -987059.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -987138.062500 Penalty: 4429.787598
	Iteration 39Q: 3 clusters Score -987138.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -987241.875000 Penalty: 4429.787598
	Iteration 40F: 3 clusters Score -987241.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -987372.937500 Penalty: 4429.787598
	Iteration 41Q: 3 clusters Score -987372.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -987500.312500 Penalty: 4429.787598
	Iteration 42Q: 3 clusters Score -987500.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -987596.312500 Penalty: 4429.787598
	Iteration 43Q: 3 clusters Score -987596.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -987687.812500 Penalty: 4429.787598
	Iteration 44Q: 3 clusters Score -987687.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -987766.937500 Penalty: 4429.787598
	Iteration 45Q: 3 clusters Score -987766.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -987836.312500 Penalty: 4429.787598
	Iteration 46Q: 3 clusters Score -987836.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -987886.062500 Penalty: 4429.787598
	Iteration 47Q: 3 clusters Score -987886.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -987939.625000 Penalty: 4429.787598
	Iteration 48Q: 3 clusters Score -987939.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -987984.000000 Penalty: 4429.787598
	Iteration 49Q: 3 clusters Score -987984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -988022.375000 Penalty: 4429.787598
	Iteration 50Q: 3 clusters Score -988022.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -988049.250000 Penalty: 4429.787598
	Iteration 51Q: 3 clusters Score -988049.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -988076.250000 Penalty: 4429.787598
	Iteration 52Q: 3 clusters Score -988076.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -988104.312500 Penalty: 4429.787598
	Iteration 53Q: 3 clusters Score -988104.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -988125.187500 Penalty: 4429.787598
	Iteration 54Q: 3 clusters Score -988125.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -988141.937500 Penalty: 4429.787598
	Iteration 55Q: 3 clusters Score -988141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -988154.750000 Penalty: 4429.787598
	Iteration 56Q: 3 clusters Score -988154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -988163.625000 Penalty: 4429.787598
	Iteration 57Q: 3 clusters Score -988163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -988172.062500 Penalty: 4429.787598
	Iteration 58Q: 3 clusters Score -988172.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -988180.250000 Penalty: 4429.787598
	Iteration 59Q: 3 clusters Score -988180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -988182.000000 Penalty: 4429.787598
	Iteration 60F: 3 clusters Score -988182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -988183.875000 Penalty: 4429.787598
	Iteration 61Q: 3 clusters Score -988183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -988182.687500 Penalty: 4429.787598
	Iteration 62Q: 3 clusters Score -988182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -988183.750000 Penalty: 4429.787598
	Iteration 63Q: 3 clusters Score -988183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -988185.625000 Penalty: 4429.787598
	Iteration 64Q: 3 clusters Score -988185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -988187.187500 Penalty: 4429.787598
	Iteration 65Q: 3 clusters Score -988187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -988187.187500 Penalty: 4429.787598
	Iteration 66F: 3 clusters Score -988187.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Entering Unmasked Estep 
Score: -2548290.250000 Penalty: 2449.556885
	Iteration 0F: 2 clusters Score -2548290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2534706.250000 Penalty: 4899.113770
	Iteration 0F: 3 clusters Score -2534706 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2539279.250000 Penalty: 4899.113770
	Iteration 1F: 3 clusters Score -2539279 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2539789.000000 Penalty: 4899.113770
	Iteration 2F: 3 clusters Score -2539789 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2540272.750000 Penalty: 4899.113770
	Iteration 3F: 3 clusters Score -2540273 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2540811.000000 Penalty: 4899.113770
	Iteration 4Q: 3 clusters Score -2540811 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2541418.750000 Penalty: 4899.113770
	Iteration 5F: 3 clusters Score -2541419 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2542126.250000 Penalty: 4899.113770
	Iteration 6Q: 3 clusters Score -2542126 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2542945.500000 Penalty: 4899.113770
	Iteration 7F: 3 clusters Score -2542946 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2543671.250000 Penalty: 4899.113770
	Iteration 8Q: 3 clusters Score -2543671 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2544278.500000 Penalty: 4899.113770
	Iteration 9Q: 3 clusters Score -2544278 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2544722.250000 Penalty: 4899.113770
	Iteration 10Q: 3 clusters Score -2544722 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2545005.750000 Penalty: 4899.113770
	Iteration 11Q: 3 clusters Score -2545006 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2545220.000000 Penalty: 4899.113770
	Iteration 12Q: 3 clusters Score -2545220 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2545401.000000 Penalty: 4899.113770
	Iteration 13Q: 3 clusters Score -2545401 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2545525.500000 Penalty: 4899.113770
	Iteration 14Q: 3 clusters Score -2545526 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2545642.500000 Penalty: 4899.113770
	Iteration 15Q: 3 clusters Score -2545642 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2545729.500000 Penalty: 4899.113770
	Iteration 16Q: 3 clusters Score -2545730 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2545799.750000 Penalty: 4899.113770
	Iteration 17Q: 3 clusters Score -2545800 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2545857.750000 Penalty: 4899.113770
	Iteration 18Q: 3 clusters Score -2545858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2545902.500000 Penalty: 4899.113770
	Iteration 19Q: 3 clusters Score -2545902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2545939.250000 Penalty: 4899.113770
	Iteration 20F: 3 clusters Score -2545939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2545963.750000 Penalty: 4899.113770
	Iteration 21Q: 3 clusters Score -2545964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2545981.000000 Penalty: 4899.113770
	Iteration 22Q: 3 clusters Score -2545981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2545995.250000 Penalty: 4899.113770
	Iteration 23Q: 3 clusters Score -2545995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2546014.500000 Penalty: 4899.113770
	Iteration 24Q: 3 clusters Score -2546014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2546031.000000 Penalty: 4899.113770
	Iteration 25Q: 3 clusters Score -2546031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2546044.750000 Penalty: 4899.113770
	Iteration 26Q: 3 clusters Score -2546045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2546046.500000 Penalty: 4899.113770
	Iteration 27Q: 3 clusters Score -2546046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2546060.250000 Penalty: 4899.113770
	Iteration 28Q: 3 clusters Score -2546060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2546066.500000 Penalty: 4899.113770
	Iteration 29Q: 3 clusters Score -2546066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2546074.750000 Penalty: 4899.113770
	Iteration 30Q: 3 clusters Score -2546075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2546080.250000 Penalty: 4899.113770
	Iteration 31Q: 3 clusters Score -2546080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2546084.250000 Penalty: 4899.113770
	Iteration 32Q: 3 clusters Score -2546084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2546091.500000 Penalty: 4899.113770
	Iteration 33Q: 3 clusters Score -2546092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2546102.750000 Penalty: 4899.113770
	Iteration 34Q: 3 clusters Score -2546103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2546109.250000 Penalty: 4899.113770
	Iteration 35Q: 3 clusters Score -2546109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2546109.500000 Penalty: 4899.113770
	Iteration 36Q: 3 clusters Score -2546110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2546114.500000 Penalty: 4899.113770
	Iteration 37Q: 3 clusters Score -2546114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2546116.000000 Penalty: 4899.113770
	Iteration 38Q: 3 clusters Score -2546116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2546121.750000 Penalty: 4899.113770
	Iteration 39Q: 3 clusters Score -2546122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2546129.000000 Penalty: 4899.113770
	Iteration 40F: 3 clusters Score -2546129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2546137.500000 Penalty: 4899.113770
	Iteration 41Q: 3 clusters Score -2546138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2546140.000000 Penalty: 4899.113770
	Iteration 42Q: 3 clusters Score -2546140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2546151.000000 Penalty: 4899.113770
	Iteration 43Q: 3 clusters Score -2546151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2546161.250000 Penalty: 4899.113770
	Iteration 44Q: 3 clusters Score -2546161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2546164.000000 Penalty: 4899.113770
	Iteration 45Q: 3 clusters Score -2546164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2546178.500000 Penalty: 4899.113770
	Iteration 46Q: 3 clusters Score -2546178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2546188.500000 Penalty: 4899.113770
	Iteration 47Q: 3 clusters Score -2546188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2546187.250000 Penalty: 4899.113770
	Iteration 48Q: 3 clusters Score -2546187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2546184.500000 Penalty: 4899.113770
	Iteration 49Q: 3 clusters Score -2546184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2546189.500000 Penalty: 4899.113770
	Iteration 50Q: 3 clusters Score -2546190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2546195.250000 Penalty: 4899.113770
	Iteration 51Q: 3 clusters Score -2546195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2546202.500000 Penalty: 4899.113770
	Iteration 52Q: 3 clusters Score -2546202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2546202.250000 Penalty: 4899.113770
	Iteration 53Q: 3 clusters Score -2546202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2546203.500000 Penalty: 4899.113770
	Iteration 54Q: 3 clusters Score -2546204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2546202.000000 Penalty: 4899.113770
	Iteration 55Q: 3 clusters Score -2546202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2546203.000000 Penalty: 4899.113770
	Iteration 56Q: 3 clusters Score -2546203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2546203.000000 Penalty: 4899.113770
	Iteration 57F: 3 clusters Score -2546203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Entering Unmasked Estep 
Score: -1403467.750000 Penalty: 2303.181885
	Iteration 0F: 2 clusters Score -1403468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1395221.000000 Penalty: 4606.363770
	Iteration 0F: 3 clusters Score -1395221 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1397554.125000 Penalty: 4606.363770
	Iteration 1F: 3 clusters Score -1397554 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1397853.500000 Penalty: 4606.363770
	Iteration 2F: 3 clusters Score -1397854 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1398086.500000 Penalty: 4606.363770
	Iteration 3F: 3 clusters Score -1398086 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1398285.125000 Penalty: 4606.363770
	Iteration 4Q: 3 clusters Score -1398285 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1398520.375000 Penalty: 4606.363770
	Iteration 5Q: 3 clusters Score -1398520 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1398819.875000 Penalty: 4606.363770
	Iteration 6Q: 3 clusters Score -1398820 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1399184.750000 Penalty: 4606.363770
	Iteration 7F: 3 clusters Score -1399185 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1399599.750000 Penalty: 4606.363770
	Iteration 8F: 3 clusters Score -1399600 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1400053.375000 Penalty: 4606.363770
	Iteration 9F: 3 clusters Score -1400053 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1400433.625000 Penalty: 4606.363770
	Iteration 10Q: 3 clusters Score -1400434 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1400738.500000 Penalty: 4606.363770
	Iteration 11Q: 3 clusters Score -1400738 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1400952.500000 Penalty: 4606.363770
	Iteration 12Q: 3 clusters Score -1400952 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1401090.875000 Penalty: 4606.363770
	Iteration 13Q: 3 clusters Score -1401091 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1401213.500000 Penalty: 4606.363770
	Iteration 14Q: 3 clusters Score -1401214 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1401313.750000 Penalty: 4606.363770
	Iteration 15Q: 3 clusters Score -1401314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1401400.750000 Penalty: 4606.363770
	Iteration 16Q: 3 clusters Score -1401401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1401471.625000 Penalty: 4606.363770
	Iteration 17Q: 3 clusters Score -1401472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1401535.125000 Penalty: 4606.363770
	Iteration 18Q: 3 clusters Score -1401535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1401586.000000 Penalty: 4606.363770
	Iteration 19Q: 3 clusters Score -1401586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1401623.875000 Penalty: 4606.363770
	Iteration 20F: 3 clusters Score -1401624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1401649.500000 Penalty: 4606.363770
	Iteration 21Q: 3 clusters Score -1401650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1401673.500000 Penalty: 4606.363770
	Iteration 22Q: 3 clusters Score -1401674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1401698.250000 Penalty: 4606.363770
	Iteration 23Q: 3 clusters Score -1401698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1401712.875000 Penalty: 4606.363770
	Iteration 24Q: 3 clusters Score -1401713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1401725.625000 Penalty: 4606.363770
	Iteration 25Q: 3 clusters Score -1401726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1401739.500000 Penalty: 4606.363770
	Iteration 26Q: 3 clusters Score -1401740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1401747.000000 Penalty: 4606.363770
	Iteration 27Q: 3 clusters Score -1401747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1401752.500000 Penalty: 4606.363770
	Iteration 28Q: 3 clusters Score -1401752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1401761.750000 Penalty: 4606.363770
	Iteration 29Q: 3 clusters Score -1401762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1401769.750000 Penalty: 4606.363770
	Iteration 30Q: 3 clusters Score -1401770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1401773.750000 Penalty: 4606.363770
	Iteration 31Q: 3 clusters Score -1401774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1401775.125000 Penalty: 4606.363770
	Iteration 32Q: 3 clusters Score -1401775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1401778.125000 Penalty: 4606.363770
	Iteration 33Q: 3 clusters Score -1401778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1401780.000000 Penalty: 4606.363770
	Iteration 34Q: 3 clusters Score -1401780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1401778.750000 Penalty: 4606.363770
	Iteration 35Q: 3 clusters Score -1401779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1401779.625000 Penalty: 4606.363770
	Iteration 36Q: 3 clusters Score -1401780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1401783.625000 Penalty: 4606.363770
	Iteration 37Q: 3 clusters Score -1401784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1401786.125000 Penalty: 4606.363770
	Iteration 38Q: 3 clusters Score -1401786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1401789.625000 Penalty: 4606.363770
	Iteration 39Q: 3 clusters Score -1401790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1401790.875000 Penalty: 4606.363770
	Iteration 40F: 3 clusters Score -1401791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1401792.500000 Penalty: 4606.363770
	Iteration 41Q: 3 clusters Score -1401792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1401792.000000 Penalty: 4606.363770
	Iteration 42Q: 3 clusters Score -1401792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1401796.250000 Penalty: 4606.363770
	Iteration 43Q: 3 clusters Score -1401796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1401796.625000 Penalty: 4606.363770
	Iteration 44Q: 3 clusters Score -1401797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1401799.750000 Penalty: 4606.363770
	Iteration 45Q: 3 clusters Score -1401800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1401799.750000 Penalty: 4606.363770
	Iteration 46F: 3 clusters Score -1401800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -441070.625000 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -441070.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -437557.843750 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -437557.8 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -438289.000000 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -438289 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -438419.250000 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -438419.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -438501.937500 Penalty: 4041.054932
	Iteration 3Q: 3 clusters Score -438501.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -438563.187500 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -438563.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -438609.593750 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -438609.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -438646.781250 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -438646.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -438676.531250 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -438676.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -438697.343750 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -438697.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -438719.406250 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -438719.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -438737.656250 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -438737.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -438748.437500 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -438748.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -438764.593750 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -438764.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -438775.781250 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -438775.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -438781.781250 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -438781.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -438789.593750 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -438789.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -438796.437500 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -438796.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -438810.750000 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -438810.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -438820.375000 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -438820.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -438831.000000 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -438831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -438838.187500 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -438838.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -438846.375000 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -438846.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -438854.312500 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -438854.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -438860.687500 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -438860.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -438866.656250 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -438866.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -438872.875000 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -438872.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -438879.156250 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -438879.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -438883.843750 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -438883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -438887.687500 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -438887.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -438891.593750 Penalty: 4041.054932
	Iteration 29Q: 3 clusters Score -438891.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -438896.406250 Penalty: 4041.054932
	Iteration 30Q: 3 clusters Score -438896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -438900.468750 Penalty: 4041.054932
	Iteration 31Q: 3 clusters Score -438900.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -438908.875000 Penalty: 4041.054932
	Iteration 32Q: 3 clusters Score -438908.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -438916.062500 Penalty: 4041.054932
	Iteration 33Q: 3 clusters Score -438916.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -438926.656250 Penalty: 4041.054932
	Iteration 34Q: 3 clusters Score -438926.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -438938.031250 Penalty: 4041.054932
	Iteration 35Q: 3 clusters Score -438938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -438951.250000 Penalty: 4041.054932
	Iteration 36Q: 3 clusters Score -438951.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -438965.968750 Penalty: 4041.054932
	Iteration 37Q: 3 clusters Score -438966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -438977.437500 Penalty: 4041.054932
	Iteration 38Q: 3 clusters Score -438977.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -438984.968750 Penalty: 4041.054932
	Iteration 39Q: 3 clusters Score -438985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -438994.468750 Penalty: 4041.054932
	Iteration 40F: 3 clusters Score -438994.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -439001.531250 Penalty: 4041.054932
	Iteration 41Q: 3 clusters Score -439001.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -439010.218750 Penalty: 4041.054932
	Iteration 42Q: 3 clusters Score -439010.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -439019.843750 Penalty: 4041.054932
	Iteration 43Q: 3 clusters Score -439019.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -439032.312500 Penalty: 4041.054932
	Iteration 44Q: 3 clusters Score -439032.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -439040.281250 Penalty: 4041.054932
	Iteration 45Q: 3 clusters Score -439040.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -439048.093750 Penalty: 4041.054932
	Iteration 46Q: 3 clusters Score -439048.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -439053.031250 Penalty: 4041.054932
	Iteration 47Q: 3 clusters Score -439053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -439056.031250 Penalty: 4041.054932
	Iteration 48Q: 3 clusters Score -439056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -439061.000000 Penalty: 4041.054932
	Iteration 49Q: 3 clusters Score -439061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -439065.812500 Penalty: 4041.054932
	Iteration 50Q: 3 clusters Score -439065.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -439072.562500 Penalty: 4041.054932
	Iteration 51Q: 3 clusters Score -439072.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -439078.312500 Penalty: 4041.054932
	Iteration 52Q: 3 clusters Score -439078.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -439082.062500 Penalty: 4041.054932
	Iteration 53Q: 3 clusters Score -439082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -439084.937500 Penalty: 4041.054932
	Iteration 54Q: 3 clusters Score -439084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -439086.281250 Penalty: 4041.054932
	Iteration 55Q: 3 clusters Score -439086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -439088.875000 Penalty: 4041.054932
	Iteration 56Q: 3 clusters Score -439088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -439093.343750 Penalty: 4041.054932
	Iteration 57Q: 3 clusters Score -439093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -439094.156250 Penalty: 4041.054932
	Iteration 58Q: 3 clusters Score -439094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -439095.375000 Penalty: 4041.054932
	Iteration 59Q: 3 clusters Score -439095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -439095.437500 Penalty: 4041.054932
	Iteration 60F: 3 clusters Score -439095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -439096.625000 Penalty: 4041.054932
	Iteration 61Q: 3 clusters Score -439096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -439098.625000 Penalty: 4041.054932
	Iteration 62Q: 3 clusters Score -439098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -439098.562500 Penalty: 4041.054932
	Iteration 63Q: 3 clusters Score -439098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -439098.562500 Penalty: 4041.054932
	Iteration 64F: 3 clusters Score -439098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Entering Unmasked Estep 
Score: -3271188.750000 Penalty: 2522.368164
	Iteration 0F: 2 clusters Score -3271189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3253019.750000 Penalty: 5044.736328
	Iteration 0F: 3 clusters Score -3253020 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3259222.000000 Penalty: 5044.736328
	Iteration 1F: 3 clusters Score -3259222 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3259629.250000 Penalty: 5044.736328
	Iteration 2Q: 3 clusters Score -3259629 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3259996.000000 Penalty: 5044.736328
	Iteration 3Q: 3 clusters Score -3259996 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3260357.000000 Penalty: 5044.736328
	Iteration 4Q: 3 clusters Score -3260357 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3260625.750000 Penalty: 5044.736328
	Iteration 5Q: 3 clusters Score -3260626 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3260927.750000 Penalty: 5044.736328
	Iteration 6Q: 3 clusters Score -3260928 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3261288.250000 Penalty: 5044.736328
	Iteration 7Q: 3 clusters Score -3261288 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3261816.250000 Penalty: 5044.736328
	Iteration 8Q: 3 clusters Score -3261816 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3262514.000000 Penalty: 5044.736328
	Iteration 9Q: 3 clusters Score -3262514 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3263407.750000 Penalty: 5044.736328
	Iteration 10F: 3 clusters Score -3263408 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3264465.000000 Penalty: 5044.736328
	Iteration 11F: 3 clusters Score -3264465 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3265639.500000 Penalty: 5044.736328
	Iteration 12F: 3 clusters Score -3265640 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3266723.250000 Penalty: 5044.736328
	Iteration 13Q: 3 clusters Score -3266723 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3267474.250000 Penalty: 5044.736328
	Iteration 14Q: 3 clusters Score -3267474 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3268048.750000 Penalty: 5044.736328
	Iteration 15Q: 3 clusters Score -3268049 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3268411.000000 Penalty: 5044.736328
	Iteration 16Q: 3 clusters Score -3268411 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3268668.750000 Penalty: 5044.736328
	Iteration 17Q: 3 clusters Score -3268669 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3268823.750000 Penalty: 5044.736328
	Iteration 18Q: 3 clusters Score -3268824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3268919.000000 Penalty: 5044.736328
	Iteration 19Q: 3 clusters Score -3268919 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3268978.750000 Penalty: 5044.736328
	Iteration 20F: 3 clusters Score -3268979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3269019.750000 Penalty: 5044.736328
	Iteration 21Q: 3 clusters Score -3269020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3269044.250000 Penalty: 5044.736328
	Iteration 22Q: 3 clusters Score -3269044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3269081.500000 Penalty: 5044.736328
	Iteration 23Q: 3 clusters Score -3269082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3269101.500000 Penalty: 5044.736328
	Iteration 24Q: 3 clusters Score -3269102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3269123.000000 Penalty: 5044.736328
	Iteration 25Q: 3 clusters Score -3269123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3269134.750000 Penalty: 5044.736328
	Iteration 26Q: 3 clusters Score -3269135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3269140.750000 Penalty: 5044.736328
	Iteration 27Q: 3 clusters Score -3269141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3269150.000000 Penalty: 5044.736328
	Iteration 28Q: 3 clusters Score -3269150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3269152.000000 Penalty: 5044.736328
	Iteration 29Q: 3 clusters Score -3269152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3269154.000000 Penalty: 5044.736328
	Iteration 30Q: 3 clusters Score -3269154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3269156.750000 Penalty: 5044.736328
	Iteration 31Q: 3 clusters Score -3269157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3269160.000000 Penalty: 5044.736328
	Iteration 32Q: 3 clusters Score -3269160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3269161.000000 Penalty: 5044.736328
	Iteration 33Q: 3 clusters Score -3269161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3269164.250000 Penalty: 5044.736328
	Iteration 34Q: 3 clusters Score -3269164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3269161.250000 Penalty: 5044.736328
	Iteration 35Q: 3 clusters Score -3269161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3269168.250000 Penalty: 5044.736328
	Iteration 36Q: 3 clusters Score -3269168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3269167.000000 Penalty: 5044.736328
	Iteration 37Q: 3 clusters Score -3269167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3269169.250000 Penalty: 5044.736328
	Iteration 38Q: 3 clusters Score -3269169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3269168.000000 Penalty: 5044.736328
	Iteration 39Q: 3 clusters Score -3269168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3269168.000000 Penalty: 5044.736328
	Iteration 40F: 3 clusters Score -3269168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -700041.062500 Penalty: 2128.253906
	Iteration 0F: 2 clusters Score -700041.1 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 2680 members 
Entering Unmasked Estep 
Score: -695328.750000 Penalty: 4256.507812
	Iteration 0F: 3 clusters Score -695328.8 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -696472.750000 Penalty: 4256.507812
	Iteration 1F: 3 clusters Score -696472.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -696646.750000 Penalty: 4256.507812
	Iteration 2F: 3 clusters Score -696646.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -696788.750000 Penalty: 4256.507812
	Iteration 3Q: 3 clusters Score -696788.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -696939.312500 Penalty: 4256.507812
	Iteration 4Q: 3 clusters Score -696939.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -697063.937500 Penalty: 4256.507812
	Iteration 5Q: 3 clusters Score -697063.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -697164.000000 Penalty: 4256.507812
	Iteration 6Q: 3 clusters Score -697164 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -697263.312500 Penalty: 4256.507812
	Iteration 7Q: 3 clusters Score -697263.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -697349.187500 Penalty: 4256.507812
	Iteration 8Q: 3 clusters Score -697349.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -697420.250000 Penalty: 4256.507812
	Iteration 9Q: 3 clusters Score -697420.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -697485.750000 Penalty: 4256.507812
	Iteration 10Q: 3 clusters Score -697485.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -697562.750000 Penalty: 4256.507812
	Iteration 11Q: 3 clusters Score -697562.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -697659.937500 Penalty: 4256.507812
	Iteration 12Q: 3 clusters Score -697659.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -697760.625000 Penalty: 4256.507812
	Iteration 13Q: 3 clusters Score -697760.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -697871.312500 Penalty: 4256.507812
	Iteration 14Q: 3 clusters Score -697871.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -697970.437500 Penalty: 4256.507812
	Iteration 15Q: 3 clusters Score -697970.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -698051.625000 Penalty: 4256.507812
	Iteration 16Q: 3 clusters Score -698051.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -698132.875000 Penalty: 4256.507812
	Iteration 17Q: 3 clusters Score -698132.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -698222.125000 Penalty: 4256.507812
	Iteration 18Q: 3 clusters Score -698222.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -698300.625000 Penalty: 4256.507812
	Iteration 19Q: 3 clusters Score -698300.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -698353.875000 Penalty: 4256.507812
	Iteration 20F: 3 clusters Score -698353.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -698398.312500 Penalty: 4256.507812
	Iteration 21Q: 3 clusters Score -698398.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -698444.625000 Penalty: 4256.507812
	Iteration 22Q: 3 clusters Score -698444.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -698474.187500 Penalty: 4256.507812
	Iteration 23Q: 3 clusters Score -698474.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -698501.250000 Penalty: 4256.507812
	Iteration 24Q: 3 clusters Score -698501.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -698532.500000 Penalty: 4256.507812
	Iteration 25Q: 3 clusters Score -698532.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -698554.250000 Penalty: 4256.507812
	Iteration 26Q: 3 clusters Score -698554.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -698572.750000 Penalty: 4256.507812
	Iteration 27Q: 3 clusters Score -698572.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -698586.500000 Penalty: 4256.507812
	Iteration 28Q: 3 clusters Score -698586.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -698593.437500 Penalty: 4256.507812
	Iteration 29Q: 3 clusters Score -698593.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -698601.375000 Penalty: 4256.507812
	Iteration 30Q: 3 clusters Score -698601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -698604.062500 Penalty: 4256.507812
	Iteration 31Q: 3 clusters Score -698604.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -698610.375000 Penalty: 4256.507812
	Iteration 32Q: 3 clusters Score -698610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -698611.562500 Penalty: 4256.507812
	Iteration 33Q: 3 clusters Score -698611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -698614.062500 Penalty: 4256.507812
	Iteration 34Q: 3 clusters Score -698614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -698616.812500 Penalty: 4256.507812
	Iteration 35Q: 3 clusters Score -698616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -698620.312500 Penalty: 4256.507812
	Iteration 36Q: 3 clusters Score -698620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -698622.500000 Penalty: 4256.507812
	Iteration 37Q: 3 clusters Score -698622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -698622.375000 Penalty: 4256.507812
	Iteration 38Q: 3 clusters Score -698622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -698625.812500 Penalty: 4256.507812
	Iteration 39Q: 3 clusters Score -698625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -698629.937500 Penalty: 4256.507812
	Iteration 40F: 3 clusters Score -698629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -698632.625000 Penalty: 4256.507812
	Iteration 41Q: 3 clusters Score -698632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -698636.250000 Penalty: 4256.507812
	Iteration 42Q: 3 clusters Score -698636.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -698637.312500 Penalty: 4256.507812
	Iteration 43Q: 3 clusters Score -698637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -698639.812500 Penalty: 4256.507812
	Iteration 44Q: 3 clusters Score -698639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -698640.375000 Penalty: 4256.507812
	Iteration 45Q: 3 clusters Score -698640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -698640.375000 Penalty: 4256.507812
	Iteration 46F: 3 clusters Score -698640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Entering Unmasked Estep 
Score: -1725822.375000 Penalty: 2351.339355
	Iteration 0F: 2 clusters Score -1725822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1716116.375000 Penalty: 4702.678711
	Iteration 0F: 3 clusters Score -1716116 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1719042.000000 Penalty: 4702.678711
	Iteration 1F: 3 clusters Score -1719042 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1719409.000000 Penalty: 4702.678711
	Iteration 2F: 3 clusters Score -1719409 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1719691.625000 Penalty: 4702.678711
	Iteration 3F: 3 clusters Score -1719692 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1719953.500000 Penalty: 4702.678711
	Iteration 4Q: 3 clusters Score -1719954 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1720168.000000 Penalty: 4702.678711
	Iteration 5Q: 3 clusters Score -1720168 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1720387.750000 Penalty: 4702.678711
	Iteration 6Q: 3 clusters Score -1720388 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1720648.125000 Penalty: 4702.678711
	Iteration 7Q: 3 clusters Score -1720648 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1720996.375000 Penalty: 4702.678711
	Iteration 8Q: 3 clusters Score -1720996 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1721483.250000 Penalty: 4702.678711
	Iteration 9F: 3 clusters Score -1721483 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1722101.375000 Penalty: 4702.678711
	Iteration 10F: 3 clusters Score -1722101 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1722726.625000 Penalty: 4702.678711
	Iteration 11F: 3 clusters Score -1722727 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1723188.750000 Penalty: 4702.678711
	Iteration 12Q: 3 clusters Score -1723189 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1723453.125000 Penalty: 4702.678711
	Iteration 13Q: 3 clusters Score -1723453 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1723622.000000 Penalty: 4702.678711
	Iteration 14Q: 3 clusters Score -1723622 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1723722.000000 Penalty: 4702.678711
	Iteration 15Q: 3 clusters Score -1723722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1723778.625000 Penalty: 4702.678711
	Iteration 16Q: 3 clusters Score -1723779 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1723833.000000 Penalty: 4702.678711
	Iteration 17Q: 3 clusters Score -1723833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1723866.000000 Penalty: 4702.678711
	Iteration 18Q: 3 clusters Score -1723866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1723890.250000 Penalty: 4702.678711
	Iteration 19Q: 3 clusters Score -1723890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1723911.250000 Penalty: 4702.678711
	Iteration 20F: 3 clusters Score -1723911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1723922.625000 Penalty: 4702.678711
	Iteration 21Q: 3 clusters Score -1723923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1723937.750000 Penalty: 4702.678711
	Iteration 22Q: 3 clusters Score -1723938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1723951.250000 Penalty: 4702.678711
	Iteration 23Q: 3 clusters Score -1723951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1723954.375000 Penalty: 4702.678711
	Iteration 24Q: 3 clusters Score -1723954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1723963.875000 Penalty: 4702.678711
	Iteration 25Q: 3 clusters Score -1723964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1723968.750000 Penalty: 4702.678711
	Iteration 26Q: 3 clusters Score -1723969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1723976.375000 Penalty: 4702.678711
	Iteration 27Q: 3 clusters Score -1723976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1723978.375000 Penalty: 4702.678711
	Iteration 28Q: 3 clusters Score -1723978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1723982.375000 Penalty: 4702.678711
	Iteration 29Q: 3 clusters Score -1723982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1723985.250000 Penalty: 4702.678711
	Iteration 30Q: 3 clusters Score -1723985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1723987.500000 Penalty: 4702.678711
	Iteration 31Q: 3 clusters Score -1723988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1723986.750000 Penalty: 4702.678711
	Iteration 32Q: 3 clusters Score -1723987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1723989.250000 Penalty: 4702.678711
	Iteration 33Q: 3 clusters Score -1723989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1723991.750000 Penalty: 4702.678711
	Iteration 34Q: 3 clusters Score -1723992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1723990.500000 Penalty: 4702.678711
	Iteration 35Q: 3 clusters Score -1723990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1723995.500000 Penalty: 4702.678711
	Iteration 36Q: 3 clusters Score -1723996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1723993.875000 Penalty: 4702.678711
	Iteration 37Q: 3 clusters Score -1723994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1723993.875000 Penalty: 4702.678711
	Iteration 38F: 3 clusters Score -1723994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Entering Unmasked Estep 
Score: -1954459.000000 Penalty: 2383.958008
	Iteration 0F: 2 clusters Score -1954459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1943622.875000 Penalty: 4767.916016
	Iteration 0F: 3 clusters Score -1943623 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1946979.250000 Penalty: 4767.916016
	Iteration 1F: 3 clusters Score -1946979 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1947341.875000 Penalty: 4767.916016
	Iteration 2F: 3 clusters Score -1947342 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1947631.625000 Penalty: 4767.916016
	Iteration 3Q: 3 clusters Score -1947632 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1947867.500000 Penalty: 4767.916016
	Iteration 4Q: 3 clusters Score -1947868 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1948102.000000 Penalty: 4767.916016
	Iteration 5Q: 3 clusters Score -1948102 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1948303.000000 Penalty: 4767.916016
	Iteration 6Q: 3 clusters Score -1948303 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1948495.500000 Penalty: 4767.916016
	Iteration 7Q: 3 clusters Score -1948496 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1948708.125000 Penalty: 4767.916016
	Iteration 8Q: 3 clusters Score -1948708 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1948970.500000 Penalty: 4767.916016
	Iteration 9Q: 3 clusters Score -1948970 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1949326.250000 Penalty: 4767.916016
	Iteration 10Q: 3 clusters Score -1949326 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1949788.500000 Penalty: 4767.916016
	Iteration 11Q: 3 clusters Score -1949788 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1950297.250000 Penalty: 4767.916016
	Iteration 12Q: 3 clusters Score -1950297 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1950864.500000 Penalty: 4767.916016
	Iteration 13Q: 3 clusters Score -1950864 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1951346.750000 Penalty: 4767.916016
	Iteration 14Q: 3 clusters Score -1951347 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1951706.625000 Penalty: 4767.916016
	Iteration 15Q: 3 clusters Score -1951707 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1951926.375000 Penalty: 4767.916016
	Iteration 16Q: 3 clusters Score -1951926 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1952057.875000 Penalty: 4767.916016
	Iteration 17Q: 3 clusters Score -1952058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1952146.500000 Penalty: 4767.916016
	Iteration 18Q: 3 clusters Score -1952146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1952200.125000 Penalty: 4767.916016
	Iteration 19Q: 3 clusters Score -1952200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1952242.000000 Penalty: 4767.916016
	Iteration 20F: 3 clusters Score -1952242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1952270.500000 Penalty: 4767.916016
	Iteration 21Q: 3 clusters Score -1952270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1952282.500000 Penalty: 4767.916016
	Iteration 22Q: 3 clusters Score -1952282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1952289.500000 Penalty: 4767.916016
	Iteration 23Q: 3 clusters Score -1952290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1952303.000000 Penalty: 4767.916016
	Iteration 24Q: 3 clusters Score -1952303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1952317.750000 Penalty: 4767.916016
	Iteration 25Q: 3 clusters Score -1952318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1952326.375000 Penalty: 4767.916016
	Iteration 26Q: 3 clusters Score -1952326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1952332.375000 Penalty: 4767.916016
	Iteration 27Q: 3 clusters Score -1952332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1952337.125000 Penalty: 4767.916016
	Iteration 28Q: 3 clusters Score -1952337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1952339.625000 Penalty: 4767.916016
	Iteration 29Q: 3 clusters Score -1952340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1952343.250000 Penalty: 4767.916016
	Iteration 30Q: 3 clusters Score -1952343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1952344.500000 Penalty: 4767.916016
	Iteration 31Q: 3 clusters Score -1952344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1952345.250000 Penalty: 4767.916016
	Iteration 32Q: 3 clusters Score -1952345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1952344.750000 Penalty: 4767.916016
	Iteration 33Q: 3 clusters Score -1952345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1952347.500000 Penalty: 4767.916016
	Iteration 34Q: 3 clusters Score -1952348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1952347.500000 Penalty: 4767.916016
	Iteration 35F: 3 clusters Score -1952348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Entering Unmasked Estep 
Score: -1074461.125000 Penalty: 2226.926514
	Iteration 0F: 2 clusters Score -1074461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1068018.875000 Penalty: 4453.853027
	Iteration 0F: 3 clusters Score -1068019 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1069783.000000 Penalty: 4453.853027
	Iteration 1F: 3 clusters Score -1069783 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1070068.750000 Penalty: 4453.853027
	Iteration 2F: 3 clusters Score -1070069 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1070266.125000 Penalty: 4453.853027
	Iteration 3Q: 3 clusters Score -1070266 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1070410.375000 Penalty: 4453.853027
	Iteration 4Q: 3 clusters Score -1070410 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1070510.500000 Penalty: 4453.853027
	Iteration 5Q: 3 clusters Score -1070510 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1070585.125000 Penalty: 4453.853027
	Iteration 6Q: 3 clusters Score -1070585 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1070659.000000 Penalty: 4453.853027
	Iteration 7Q: 3 clusters Score -1070659 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1070727.250000 Penalty: 4453.853027
	Iteration 8Q: 3 clusters Score -1070727 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1070792.500000 Penalty: 4453.853027
	Iteration 9Q: 3 clusters Score -1070792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1070854.375000 Penalty: 4453.853027
	Iteration 10Q: 3 clusters Score -1070854 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1070928.125000 Penalty: 4453.853027
	Iteration 11Q: 3 clusters Score -1070928 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1070976.875000 Penalty: 4453.853027
	Iteration 12Q: 3 clusters Score -1070977 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1071022.875000 Penalty: 4453.853027
	Iteration 13Q: 3 clusters Score -1071023 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1071066.000000 Penalty: 4453.853027
	Iteration 14Q: 3 clusters Score -1071066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1071105.750000 Penalty: 4453.853027
	Iteration 15Q: 3 clusters Score -1071106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1071144.000000 Penalty: 4453.853027
	Iteration 16Q: 3 clusters Score -1071144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1071182.375000 Penalty: 4453.853027
	Iteration 17Q: 3 clusters Score -1071182 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1071220.875000 Penalty: 4453.853027
	Iteration 18Q: 3 clusters Score -1071221 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1071264.250000 Penalty: 4453.853027
	Iteration 19Q: 3 clusters Score -1071264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1071305.125000 Penalty: 4453.853027
	Iteration 20F: 3 clusters Score -1071305 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1071361.250000 Penalty: 4453.853027
	Iteration 21Q: 3 clusters Score -1071361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1071411.875000 Penalty: 4453.853027
	Iteration 22Q: 3 clusters Score -1071412 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1071474.125000 Penalty: 4453.853027
	Iteration 23Q: 3 clusters Score -1071474 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1071543.875000 Penalty: 4453.853027
	Iteration 24Q: 3 clusters Score -1071544 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1071625.875000 Penalty: 4453.853027
	Iteration 25Q: 3 clusters Score -1071626 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1071701.250000 Penalty: 4453.853027
	Iteration 26Q: 3 clusters Score -1071701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1071780.125000 Penalty: 4453.853027
	Iteration 27Q: 3 clusters Score -1071780 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1071860.875000 Penalty: 4453.853027
	Iteration 28Q: 3 clusters Score -1071861 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1071933.625000 Penalty: 4453.853027
	Iteration 29Q: 3 clusters Score -1071934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1071999.750000 Penalty: 4453.853027
	Iteration 30Q: 3 clusters Score -1072000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1072059.000000 Penalty: 4453.853027
	Iteration 31Q: 3 clusters Score -1072059 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1072118.250000 Penalty: 4453.853027
	Iteration 32Q: 3 clusters Score -1072118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1072174.625000 Penalty: 4453.853027
	Iteration 33Q: 3 clusters Score -1072175 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1072224.625000 Penalty: 4453.853027
	Iteration 34Q: 3 clusters Score -1072225 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1072257.375000 Penalty: 4453.853027
	Iteration 35Q: 3 clusters Score -1072257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1072295.250000 Penalty: 4453.853027
	Iteration 36Q: 3 clusters Score -1072295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1072325.375000 Penalty: 4453.853027
	Iteration 37Q: 3 clusters Score -1072325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1072354.375000 Penalty: 4453.853027
	Iteration 38Q: 3 clusters Score -1072354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1072392.500000 Penalty: 4453.853027
	Iteration 39Q: 3 clusters Score -1072392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1072423.000000 Penalty: 4453.853027
	Iteration 40F: 3 clusters Score -1072423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1072453.000000 Penalty: 4453.853027
	Iteration 41Q: 3 clusters Score -1072453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1072473.875000 Penalty: 4453.853027
	Iteration 42Q: 3 clusters Score -1072474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1072486.250000 Penalty: 4453.853027
	Iteration 43Q: 3 clusters Score -1072486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1072495.875000 Penalty: 4453.853027
	Iteration 44Q: 3 clusters Score -1072496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1072506.250000 Penalty: 4453.853027
	Iteration 45Q: 3 clusters Score -1072506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1072515.125000 Penalty: 4453.853027
	Iteration 46Q: 3 clusters Score -1072515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1072521.375000 Penalty: 4453.853027
	Iteration 47Q: 3 clusters Score -1072521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1072523.500000 Penalty: 4453.853027
	Iteration 48Q: 3 clusters Score -1072524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1072525.250000 Penalty: 4453.853027
	Iteration 49Q: 3 clusters Score -1072525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1072527.125000 Penalty: 4453.853027
	Iteration 50Q: 3 clusters Score -1072527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1072527.750000 Penalty: 4453.853027
	Iteration 51Q: 3 clusters Score -1072528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1072528.375000 Penalty: 4453.853027
	Iteration 52Q: 3 clusters Score -1072528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1072532.375000 Penalty: 4453.853027
	Iteration 53Q: 3 clusters Score -1072532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1072534.125000 Penalty: 4453.853027
	Iteration 54Q: 3 clusters Score -1072534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1072535.750000 Penalty: 4453.853027
	Iteration 55Q: 3 clusters Score -1072536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1072535.750000 Penalty: 4453.853027
	Iteration 56Q: 3 clusters Score -1072536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1072536.875000 Penalty: 4453.853027
	Iteration 57Q: 3 clusters Score -1072537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1072538.625000 Penalty: 4453.853027
	Iteration 58Q: 3 clusters Score -1072539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1072541.250000 Penalty: 4453.853027
	Iteration 59Q: 3 clusters Score -1072541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1072543.625000 Penalty: 4453.853027
	Iteration 60F: 3 clusters Score -1072544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Entering Unmasked Estep 
Score: -1133901.375000 Penalty: 2268.423096
	Iteration 0F: 2 clusters Score -1133901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1126625.250000 Penalty: 4536.846191
	Iteration 0F: 3 clusters Score -1126625 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1128815.250000 Penalty: 4536.846191
	Iteration 1F: 3 clusters Score -1128815 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1129212.000000 Penalty: 4536.846191
	Iteration 2F: 3 clusters Score -1129212 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1129479.875000 Penalty: 4536.846191
	Iteration 3F: 3 clusters Score -1129480 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1129670.875000 Penalty: 4536.846191
	Iteration 4Q: 3 clusters Score -1129671 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1129841.375000 Penalty: 4536.846191
	Iteration 5Q: 3 clusters Score -1129841 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1130012.250000 Penalty: 4536.846191
	Iteration 6Q: 3 clusters Score -1130012 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1130182.750000 Penalty: 4536.846191
	Iteration 7Q: 3 clusters Score -1130183 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1130357.500000 Penalty: 4536.846191
	Iteration 8Q: 3 clusters Score -1130358 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1130530.750000 Penalty: 4536.846191
	Iteration 9Q: 3 clusters Score -1130531 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1130706.250000 Penalty: 4536.846191
	Iteration 10Q: 3 clusters Score -1130706 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1130878.625000 Penalty: 4536.846191
	Iteration 11Q: 3 clusters Score -1130879 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1131042.625000 Penalty: 4536.846191
	Iteration 12Q: 3 clusters Score -1131043 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1131200.875000 Penalty: 4536.846191
	Iteration 13Q: 3 clusters Score -1131201 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1131331.625000 Penalty: 4536.846191
	Iteration 14Q: 3 clusters Score -1131332 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1131430.250000 Penalty: 4536.846191
	Iteration 15Q: 3 clusters Score -1131430 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1131502.250000 Penalty: 4536.846191
	Iteration 16Q: 3 clusters Score -1131502 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1131558.000000 Penalty: 4536.846191
	Iteration 17Q: 3 clusters Score -1131558 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1131603.125000 Penalty: 4536.846191
	Iteration 18Q: 3 clusters Score -1131603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1131639.375000 Penalty: 4536.846191
	Iteration 19Q: 3 clusters Score -1131639 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1131668.625000 Penalty: 4536.846191
	Iteration 20F: 3 clusters Score -1131669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1131692.250000 Penalty: 4536.846191
	Iteration 21Q: 3 clusters Score -1131692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1131701.250000 Penalty: 4536.846191
	Iteration 22Q: 3 clusters Score -1131701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1131707.000000 Penalty: 4536.846191
	Iteration 23Q: 3 clusters Score -1131707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1131715.750000 Penalty: 4536.846191
	Iteration 24Q: 3 clusters Score -1131716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1131727.375000 Penalty: 4536.846191
	Iteration 25Q: 3 clusters Score -1131727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1131732.500000 Penalty: 4536.846191
	Iteration 26Q: 3 clusters Score -1131732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1131740.875000 Penalty: 4536.846191
	Iteration 27Q: 3 clusters Score -1131741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1131743.375000 Penalty: 4536.846191
	Iteration 28Q: 3 clusters Score -1131743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1131749.250000 Penalty: 4536.846191
	Iteration 29Q: 3 clusters Score -1131749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1131758.500000 Penalty: 4536.846191
	Iteration 30Q: 3 clusters Score -1131758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1131758.500000 Penalty: 4536.846191
	Iteration 31Q: 3 clusters Score -1131758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1131763.500000 Penalty: 4536.846191
	Iteration 32Q: 3 clusters Score -1131764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1131767.500000 Penalty: 4536.846191
	Iteration 33Q: 3 clusters Score -1131768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1131768.625000 Penalty: 4536.846191
	Iteration 34Q: 3 clusters Score -1131769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1131771.250000 Penalty: 4536.846191
	Iteration 35Q: 3 clusters Score -1131771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1131775.125000 Penalty: 4536.846191
	Iteration 36Q: 3 clusters Score -1131775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1131781.125000 Penalty: 4536.846191
	Iteration 37Q: 3 clusters Score -1131781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1131785.000000 Penalty: 4536.846191
	Iteration 38Q: 3 clusters Score -1131785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1131785.625000 Penalty: 4536.846191
	Iteration 39Q: 3 clusters Score -1131786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1131788.250000 Penalty: 4536.846191
	Iteration 40F: 3 clusters Score -1131788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1131790.875000 Penalty: 4536.846191
	Iteration 41Q: 3 clusters Score -1131791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1131792.875000 Penalty: 4536.846191
	Iteration 42Q: 3 clusters Score -1131793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1131795.500000 Penalty: 4536.846191
	Iteration 43Q: 3 clusters Score -1131796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1131799.625000 Penalty: 4536.846191
	Iteration 44Q: 3 clusters Score -1131800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1131808.000000 Penalty: 4536.846191
	Iteration 45Q: 3 clusters Score -1131808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1131814.375000 Penalty: 4536.846191
	Iteration 46Q: 3 clusters Score -1131814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1131823.125000 Penalty: 4536.846191
	Iteration 47Q: 3 clusters Score -1131823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1131826.750000 Penalty: 4536.846191
	Iteration 48Q: 3 clusters Score -1131827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1131829.750000 Penalty: 4536.846191
	Iteration 49Q: 3 clusters Score -1131830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1131829.625000 Penalty: 4536.846191
	Iteration 50Q: 3 clusters Score -1131830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1131832.125000 Penalty: 4536.846191
	Iteration 51Q: 3 clusters Score -1131832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1131832.625000 Penalty: 4536.846191
	Iteration 52Q: 3 clusters Score -1131833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1131834.625000 Penalty: 4536.846191
	Iteration 53Q: 3 clusters Score -1131835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1131836.500000 Penalty: 4536.846191
	Iteration 54Q: 3 clusters Score -1131836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1131838.000000 Penalty: 4536.846191
	Iteration 55Q: 3 clusters Score -1131838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1131838.125000 Penalty: 4536.846191
	Iteration 56Q: 3 clusters Score -1131838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1131838.625000 Penalty: 4536.846191
	Iteration 57Q: 3 clusters Score -1131839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1131843.625000 Penalty: 4536.846191
	Iteration 58Q: 3 clusters Score -1131844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1131844.125000 Penalty: 4536.846191
	Iteration 59Q: 3 clusters Score -1131844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1131847.875000 Penalty: 4536.846191
	Iteration 60F: 3 clusters Score -1131848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1131850.250000 Penalty: 4536.846191
	Iteration 61Q: 3 clusters Score -1131850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1131851.375000 Penalty: 4536.846191
	Iteration 62Q: 3 clusters Score -1131851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1131852.625000 Penalty: 4536.846191
	Iteration 63Q: 3 clusters Score -1131853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1131851.750000 Penalty: 4536.846191
	Iteration 64Q: 3 clusters Score -1131852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1131853.125000 Penalty: 4536.846191
	Iteration 65Q: 3 clusters Score -1131853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1131851.250000 Penalty: 4536.846191
	Iteration 66Q: 3 clusters Score -1131851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1131852.875000 Penalty: 4536.846191
	Iteration 67Q: 3 clusters Score -1131853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1131853.375000 Penalty: 4536.846191
	Iteration 68Q: 3 clusters Score -1131853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1131850.500000 Penalty: 4536.846191
	Iteration 69Q: 3 clusters Score -1131850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1131850.125000 Penalty: 4536.846191
	Iteration 70Q: 3 clusters Score -1131850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1131850.125000 Penalty: 4536.846191
	Iteration 71F: 3 clusters Score -1131850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Entering Unmasked Estep 
Score: -5609219.000000 Penalty: 2646.385010
	Iteration 0F: 2 clusters Score -5609219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -5580209.000000 Penalty: 5292.770020
	Iteration 0F: 3 clusters Score -5580209 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5590894.500000 Penalty: 5292.770020
	Iteration 1F: 3 clusters Score -5590894 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5591388.500000 Penalty: 5292.770020
	Iteration 2Q: 3 clusters Score -5591388 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -5591889.000000 Penalty: 5292.770020
	Iteration 3Q: 3 clusters Score -5591889 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -5592419.000000 Penalty: 5292.770020
	Iteration 4Q: 3 clusters Score -5592419 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -5592954.000000 Penalty: 5292.770020
	Iteration 5Q: 3 clusters Score -5592954 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -5593575.000000 Penalty: 5292.770020
	Iteration 6Q: 3 clusters Score -5593575 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -5594393.000000 Penalty: 5292.770020
	Iteration 7Q: 3 clusters Score -5594393 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -5595574.000000 Penalty: 5292.770020
	Iteration 8Q: 3 clusters Score -5595574 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -5597182.500000 Penalty: 5292.770020
	Iteration 9F: 3 clusters Score -5597182 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -5599263.000000 Penalty: 5292.770020
	Iteration 10F: 3 clusters Score -5599263 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -5601635.000000 Penalty: 5292.770020
	Iteration 11F: 3 clusters Score -5601635 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5603763.500000 Penalty: 5292.770020
	Iteration 12F: 3 clusters Score -5603764 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5605234.500000 Penalty: 5292.770020
	Iteration 13Q: 3 clusters Score -5605234 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -5606023.500000 Penalty: 5292.770020
	Iteration 14Q: 3 clusters Score -5606024 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5606425.000000 Penalty: 5292.770020
	Iteration 15Q: 3 clusters Score -5606425 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5606602.000000 Penalty: 5292.770020
	Iteration 16Q: 3 clusters Score -5606602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5606715.000000 Penalty: 5292.770020
	Iteration 17Q: 3 clusters Score -5606715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5606767.500000 Penalty: 5292.770020
	Iteration 18Q: 3 clusters Score -5606768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5606805.500000 Penalty: 5292.770020
	Iteration 19Q: 3 clusters Score -5606806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5606834.000000 Penalty: 5292.770020
	Iteration 20F: 3 clusters Score -5606834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -5606849.000000 Penalty: 5292.770020
	Iteration 21Q: 3 clusters Score -5606849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -5606853.500000 Penalty: 5292.770020
	Iteration 22Q: 3 clusters Score -5606854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -5606873.000000 Penalty: 5292.770020
	Iteration 23Q: 3 clusters Score -5606873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -5606881.500000 Penalty: 5292.770020
	Iteration 24Q: 3 clusters Score -5606882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -5606881.500000 Penalty: 5292.770020
	Iteration 25F: 3 clusters Score -5606882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -22952.615234 Penalty: 1327.260864
	Iteration 0F: 2 clusters Score -22952.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21841.128906 Penalty: 2654.521729
	Iteration 0F: 3 clusters Score -21841.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21925.195312 Penalty: 2654.521729
	Iteration 1F: 3 clusters Score -21925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21934.646484 Penalty: 2654.521729
	Iteration 2Q: 3 clusters Score -21934.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21934.646484 Penalty: 2654.521729
	Iteration 3F: 3 clusters Score -21934.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -80246.359375 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -80246.36 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 330 members 
Entering Unmasked Estep 
Score: -78582.515625 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -78582.52 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78859.593750 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -78859.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79014.781250 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -79014.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79133.914062 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -79133.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79206.343750 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -79206.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79288.742188 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -79288.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79378.828125 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -79378.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79448.343750 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -79448.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79526.375000 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -79526.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79640.375000 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -79640.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79741.789062 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -79741.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79780.812500 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -79780.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -79807.976562 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -79807.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79825.921875 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -79825.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79836.117188 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -79836.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79840.617188 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -79840.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79852.234375 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -79852.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79879.539062 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -79879.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79904.515625 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -79904.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -79920.773438 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -79920.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -79930.585938 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -79930.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79943.468750 Penalty: 3216.379150
	Iteration 21Q: 3 clusters Score -79943.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79956.453125 Penalty: 3216.379150
	Iteration 22Q: 3 clusters Score -79956.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -79965.304688 Penalty: 3216.379150
	Iteration 23Q: 3 clusters Score -79965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -79980.242188 Penalty: 3216.379150
	Iteration 24Q: 3 clusters Score -79980.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79987.539062 Penalty: 3216.379150
	Iteration 25Q: 3 clusters Score -79987.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79987.539062 Penalty: 3216.379150
	Iteration 26F: 3 clusters Score -79987.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Entering Unmasked Estep 
Score: -1280445.750000 Penalty: 2281.446533
	Iteration 0F: 2 clusters Score -1280446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1272843.125000 Penalty: 4562.893066
	Iteration 0F: 3 clusters Score -1272843 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1275138.625000 Penalty: 4562.893066
	Iteration 1F: 3 clusters Score -1275139 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1275528.375000 Penalty: 4562.893066
	Iteration 2F: 3 clusters Score -1275528 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1275836.125000 Penalty: 4562.893066
	Iteration 3F: 3 clusters Score -1275836 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1276070.125000 Penalty: 4562.893066
	Iteration 4Q: 3 clusters Score -1276070 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1276305.625000 Penalty: 4562.893066
	Iteration 5Q: 3 clusters Score -1276306 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1276539.375000 Penalty: 4562.893066
	Iteration 6Q: 3 clusters Score -1276539 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1276761.000000 Penalty: 4562.893066
	Iteration 7Q: 3 clusters Score -1276761 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1276977.125000 Penalty: 4562.893066
	Iteration 8Q: 3 clusters Score -1276977 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1277156.375000 Penalty: 4562.893066
	Iteration 9Q: 3 clusters Score -1277156 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1277301.750000 Penalty: 4562.893066
	Iteration 10Q: 3 clusters Score -1277302 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1277416.250000 Penalty: 4562.893066
	Iteration 11Q: 3 clusters Score -1277416 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1277513.000000 Penalty: 4562.893066
	Iteration 12Q: 3 clusters Score -1277513 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1277603.875000 Penalty: 4562.893066
	Iteration 13Q: 3 clusters Score -1277604 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1277680.500000 Penalty: 4562.893066
	Iteration 14Q: 3 clusters Score -1277680 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1277765.125000 Penalty: 4562.893066
	Iteration 15Q: 3 clusters Score -1277765 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1277876.875000 Penalty: 4562.893066
	Iteration 16Q: 3 clusters Score -1277877 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1277989.125000 Penalty: 4562.893066
	Iteration 17Q: 3 clusters Score -1277989 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1278070.625000 Penalty: 4562.893066
	Iteration 18Q: 3 clusters Score -1278071 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1278137.125000 Penalty: 4562.893066
	Iteration 19Q: 3 clusters Score -1278137 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1278187.250000 Penalty: 4562.893066
	Iteration 20F: 3 clusters Score -1278187 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1278230.750000 Penalty: 4562.893066
	Iteration 21Q: 3 clusters Score -1278231 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1278275.000000 Penalty: 4562.893066
	Iteration 22Q: 3 clusters Score -1278275 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1278302.875000 Penalty: 4562.893066
	Iteration 23Q: 3 clusters Score -1278303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1278318.125000 Penalty: 4562.893066
	Iteration 24Q: 3 clusters Score -1278318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1278334.875000 Penalty: 4562.893066
	Iteration 25Q: 3 clusters Score -1278335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1278350.750000 Penalty: 4562.893066
	Iteration 26Q: 3 clusters Score -1278351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1278360.250000 Penalty: 4562.893066
	Iteration 27Q: 3 clusters Score -1278360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1278374.125000 Penalty: 4562.893066
	Iteration 28Q: 3 clusters Score -1278374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1278374.625000 Penalty: 4562.893066
	Iteration 29Q: 3 clusters Score -1278375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1278376.250000 Penalty: 4562.893066
	Iteration 30Q: 3 clusters Score -1278376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1278380.875000 Penalty: 4562.893066
	Iteration 31Q: 3 clusters Score -1278381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1278380.500000 Penalty: 4562.893066
	Iteration 32Q: 3 clusters Score -1278380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1278387.000000 Penalty: 4562.893066
	Iteration 33Q: 3 clusters Score -1278387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1278391.750000 Penalty: 4562.893066
	Iteration 34Q: 3 clusters Score -1278392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1278398.000000 Penalty: 4562.893066
	Iteration 35Q: 3 clusters Score -1278398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1278402.625000 Penalty: 4562.893066
	Iteration 36Q: 3 clusters Score -1278403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1278405.750000 Penalty: 4562.893066
	Iteration 37Q: 3 clusters Score -1278406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1278410.250000 Penalty: 4562.893066
	Iteration 38Q: 3 clusters Score -1278410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1278413.125000 Penalty: 4562.893066
	Iteration 39Q: 3 clusters Score -1278413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1278411.375000 Penalty: 4562.893066
	Iteration 40F: 3 clusters Score -1278411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -116437.242188 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -116437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114509.632812 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -114509.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114754.945312 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -114754.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114840.250000 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -114840.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114890.156250 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -114890.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114919.789062 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -114919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -114943.507812 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -114943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -114957.617188 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -114957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114966.226562 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -114966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -114971.859375 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -114971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -114973.531250 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -114973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -114973.531250 Penalty: 3405.481934
	Iteration 10F: 3 clusters Score -114973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -98674.070312 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -98674.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96933.757812 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -96933.76 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97218.414062 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -97218.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -97294.632812 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -97294.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -97334.890625 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -97334.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -97352.875000 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -97352.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97360.289062 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -97360.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -97366.195312 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -97366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -97368.468750 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -97368.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97375.156250 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -97375.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -97377.679688 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -97377.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -97379.226562 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -97379.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -97379.820312 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -97379.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -97379.820312 Penalty: 3337.399902
	Iteration 12F: 3 clusters Score -97379.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -68478.234375 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -68478.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66926.164062 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -66926.16 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67278.015625 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -67278.02 nChanged 66
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: -67489.453125 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -67489.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67697.679688 Penalty: 3162.012207
	Iteration 3F: 3 clusters Score -67697.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -67854.898438 Penalty: 3162.012207
	Iteration 4F: 3 clusters Score -67854.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67988.226562 Penalty: 3162.012207
	Iteration 5F: 3 clusters Score -67988.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -68113.421875 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -68113.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -68227.492188 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -68227.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68283.601562 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -68283.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68332.609375 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -68332.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -68462.125000 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -68462.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68604.851562 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -68604.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68718.890625 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -68718.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -68722.492188 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -68722.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -68722.492188 Penalty: 3162.012207
	Iteration 14F: 3 clusters Score -68722.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19482 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14954 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Mstep: Class 23 contains 159 members 
Entering Unmasked Estep 
Score: -42899664.000000 Penalty: 72583.757812
Splitting cluster 19 changes total score from -42900964.000000 to -42899664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (139694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139694 members 
Entering Unmasked Estep 
Score: -18329714.000000 Penalty: 2938.108154
	Iteration 0F: 2 clusters Score -1.832971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -18237088.000000 Penalty: 5876.216309
	Iteration 0F: 3 clusters Score -1.823709e+07 nChanged 66804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -18275526.000000 Penalty: 5876.216309
	Iteration 1F: 3 clusters Score -1.827553e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -18276882.000000 Penalty: 5876.216309
	Iteration 2Q: 3 clusters Score -1.827688e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -18278714.000000 Penalty: 5876.216309
	Iteration 3Q: 3 clusters Score -1.827871e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -18281474.000000 Penalty: 5876.216309
	Iteration 4Q: 3 clusters Score -1.828147e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -18285960.000000 Penalty: 5876.216309
	Iteration 5F: 3 clusters Score -1.828596e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -18292776.000000 Penalty: 5876.216309
	Iteration 6F: 3 clusters Score -1.829278e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -18302398.000000 Penalty: 5876.216309
	Iteration 7F: 3 clusters Score -1.83024e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -18313998.000000 Penalty: 5876.216309
	Iteration 8F: 3 clusters Score -1.8314e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -18322548.000000 Penalty: 5876.216309
	Iteration 9F: 3 clusters Score -1.832255e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -18325892.000000 Penalty: 5876.216309
	Iteration 10Q: 3 clusters Score -1.832589e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -18326916.000000 Penalty: 5876.216309
	Iteration 11Q: 3 clusters Score -1.832692e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 97898 members 
Entering Unmasked Estep 
Score: -18327496.000000 Penalty: 5876.216309
	Iteration 12Q: 3 clusters Score -1.83275e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -18327754.000000 Penalty: 5876.216309
	Iteration 13Q: 3 clusters Score -1.832775e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -18327852.000000 Penalty: 5876.216309
	Iteration 14Q: 3 clusters Score -1.832785e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -18328010.000000 Penalty: 5876.216309
	Iteration 15Q: 3 clusters Score -1.832801e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -18328038.000000 Penalty: 5876.216309
	Iteration 16Q: 3 clusters Score -1.832804e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -18328084.000000 Penalty: 5876.216309
	Iteration 17Q: 3 clusters Score -1.832808e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -18328112.000000 Penalty: 5876.216309
	Iteration 18Q: 3 clusters Score -1.832811e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -18328114.000000 Penalty: 5876.216309
	Iteration 19Q: 3 clusters Score -1.832811e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -18328122.000000 Penalty: 5876.216309
	Iteration 20F: 3 clusters Score -1.832812e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -18328112.000000 Penalty: 5876.216309
	Iteration 21Q: 3 clusters Score -1.832811e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -18328112.000000 Penalty: 5876.216309
	Iteration 22Q: 3 clusters Score -1.832811e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 99577 members 
Entering Unmasked Estep 
Score: -18328148.000000 Penalty: 5876.216309
	Iteration 23Q: 3 clusters Score -1.832815e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -18328130.000000 Penalty: 5876.216309
	Iteration 24Q: 3 clusters Score -1.832813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -18328136.000000 Penalty: 5876.216309
	Iteration 25Q: 3 clusters Score -1.832814e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -18328128.000000 Penalty: 5876.216309
	Iteration 26Q: 3 clusters Score -1.832813e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -18328128.000000 Penalty: 5876.216309
	Iteration 27Q: 3 clusters Score -1.832813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -18328136.000000 Penalty: 5876.216309
	Iteration 28Q: 3 clusters Score -1.832814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -18328136.000000 Penalty: 5876.216309
	Iteration 29Q: 3 clusters Score -1.832814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -18328144.000000 Penalty: 5876.216309
	Iteration 30Q: 3 clusters Score -1.832814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -18328138.000000 Penalty: 5876.216309
	Iteration 31Q: 3 clusters Score -1.832814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -18328132.000000 Penalty: 5876.216309
	Iteration 32Q: 3 clusters Score -1.832813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -18328146.000000 Penalty: 5876.216309
	Iteration 33Q: 3 clusters Score -1.832815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -18328124.000000 Penalty: 5876.216309
	Iteration 34Q: 3 clusters Score -1.832812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -18328124.000000 Penalty: 5876.216309
	Iteration 35Q: 3 clusters Score -1.832812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -18328146.000000 Penalty: 5876.216309
	Iteration 36Q: 3 clusters Score -1.832815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -18328142.000000 Penalty: 5876.216309
	Iteration 37Q: 3 clusters Score -1.832814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 99949 members 
Entering Unmasked Estep 
Score: -18328136.000000 Penalty: 5876.216309
	Iteration 38Q: 3 clusters Score -1.832814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 99949 members 
Entering Unmasked Estep 
Score: -18328136.000000 Penalty: 5876.216309
	Iteration 39F: 3 clusters Score -1.832814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -909857.750000 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -909857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -904051.250000 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -904051.2 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -905454.750000 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -905454.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -905677.750000 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -905677.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -905845.500000 Penalty: 4393.962402
	Iteration 3Q: 3 clusters Score -905845.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -905985.437500 Penalty: 4393.962402
	Iteration 4Q: 3 clusters Score -905985.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -906097.375000 Penalty: 4393.962402
	Iteration 5Q: 3 clusters Score -906097.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -906217.937500 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -906217.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -906355.562500 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -906355.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -906502.562500 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -906502.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -906678.875000 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -906678.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -906856.937500 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -906856.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -907013.437500 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -907013.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -907169.562500 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -907169.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -907332.750000 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -907332.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -907497.500000 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -907497.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -907655.062500 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -907655.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -907765.000000 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -907765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -907841.000000 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -907841 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -907902.187500 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -907902.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -907946.687500 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -907946.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -907984.125000 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -907984.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -908021.125000 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -908021.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -908051.937500 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -908051.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -908075.062500 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -908075.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -908089.000000 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -908089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -908102.312500 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -908102.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -908111.750000 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -908111.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -908119.000000 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -908119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -908127.937500 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -908127.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -908133.750000 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -908133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -908138.187500 Penalty: 4393.962402
	Iteration 30Q: 3 clusters Score -908138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -908141.750000 Penalty: 4393.962402
	Iteration 31Q: 3 clusters Score -908141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -908141.750000 Penalty: 4393.962402
	Iteration 32F: 3 clusters Score -908141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -89357.765625 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -89357.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87674.812500 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -87674.81 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87931.414062 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -87931.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88012.312500 Penalty: 3277.568359
	Iteration 2Q: 3 clusters Score -88012.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88056.421875 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -88056.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88099.312500 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -88099.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88121.539062 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -88121.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88162.156250 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -88162.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88200.265625 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -88200.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88217.281250 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -88217.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88236.117188 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -88236.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88250.140625 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -88250.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88255.140625 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -88255.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88258.382812 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -88258.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88261.554688 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -88261.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88264.664062 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -88264.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88264.664062 Penalty: 3277.568359
	Iteration 15F: 3 clusters Score -88264.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19482 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14954 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900968.000000 Penalty: 69427.945312
Iteration 239Q: 23 clusters Score -4.290097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19482 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14954 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900968.000000 Penalty: 69427.945312
Iteration 240F: 23 clusters Score -4.290097e+07 nChanged 0
Entering ConstructFrom: 
Score: -42900968.000000 Penalty: 69427.945312
Entering ConstructFrom: 
Trying to split cluster 1 (8588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Entering Unmasked Estep 
Score: -1111682.375000 Penalty: 2246.414062
	Iteration 0F: 2 clusters Score -1111682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1104826.750000 Penalty: 4492.828125
	Iteration 0F: 3 clusters Score -1104827 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1106736.750000 Penalty: 4492.828125
	Iteration 1F: 3 clusters Score -1106737 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1107066.000000 Penalty: 4492.828125
	Iteration 2F: 3 clusters Score -1107066 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1107327.875000 Penalty: 4492.828125
	Iteration 3F: 3 clusters Score -1107328 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1107530.000000 Penalty: 4492.828125
	Iteration 4Q: 3 clusters Score -1107530 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1107692.875000 Penalty: 4492.828125
	Iteration 5Q: 3 clusters Score -1107693 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1107842.625000 Penalty: 4492.828125
	Iteration 6Q: 3 clusters Score -1107843 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1107976.250000 Penalty: 4492.828125
	Iteration 7Q: 3 clusters Score -1107976 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1108082.250000 Penalty: 4492.828125
	Iteration 8Q: 3 clusters Score -1108082 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1108176.125000 Penalty: 4492.828125
	Iteration 9Q: 3 clusters Score -1108176 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1108278.125000 Penalty: 4492.828125
	Iteration 10Q: 3 clusters Score -1108278 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1108378.250000 Penalty: 4492.828125
	Iteration 11Q: 3 clusters Score -1108378 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1108488.250000 Penalty: 4492.828125
	Iteration 12Q: 3 clusters Score -1108488 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1108623.375000 Penalty: 4492.828125
	Iteration 13Q: 3 clusters Score -1108623 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1108750.375000 Penalty: 4492.828125
	Iteration 14Q: 3 clusters Score -1108750 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1108874.500000 Penalty: 4492.828125
	Iteration 15Q: 3 clusters Score -1108874 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1109014.750000 Penalty: 4492.828125
	Iteration 16Q: 3 clusters Score -1109015 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1109163.125000 Penalty: 4492.828125
	Iteration 17Q: 3 clusters Score -1109163 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1109294.250000 Penalty: 4492.828125
	Iteration 18Q: 3 clusters Score -1109294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1109404.875000 Penalty: 4492.828125
	Iteration 19Q: 3 clusters Score -1109405 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1109498.000000 Penalty: 4492.828125
	Iteration 20F: 3 clusters Score -1109498 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1109569.625000 Penalty: 4492.828125
	Iteration 21Q: 3 clusters Score -1109570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1109619.750000 Penalty: 4492.828125
	Iteration 22Q: 3 clusters Score -1109620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1109647.125000 Penalty: 4492.828125
	Iteration 23Q: 3 clusters Score -1109647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1109673.375000 Penalty: 4492.828125
	Iteration 24Q: 3 clusters Score -1109673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1109697.375000 Penalty: 4492.828125
	Iteration 25Q: 3 clusters Score -1109697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1109717.625000 Penalty: 4492.828125
	Iteration 26Q: 3 clusters Score -1109718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1109737.875000 Penalty: 4492.828125
	Iteration 27Q: 3 clusters Score -1109738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1109749.625000 Penalty: 4492.828125
	Iteration 28Q: 3 clusters Score -1109750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1109760.750000 Penalty: 4492.828125
	Iteration 29Q: 3 clusters Score -1109761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1109769.750000 Penalty: 4492.828125
	Iteration 30Q: 3 clusters Score -1109770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1109777.750000 Penalty: 4492.828125
	Iteration 31Q: 3 clusters Score -1109778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1109782.125000 Penalty: 4492.828125
	Iteration 32Q: 3 clusters Score -1109782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1109783.375000 Penalty: 4492.828125
	Iteration 33Q: 3 clusters Score -1109783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1109786.625000 Penalty: 4492.828125
	Iteration 34Q: 3 clusters Score -1109787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1109786.750000 Penalty: 4492.828125
	Iteration 35Q: 3 clusters Score -1109787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1109786.125000 Penalty: 4492.828125
	Iteration 36Q: 3 clusters Score -1109786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1109785.625000 Penalty: 4492.828125
	Iteration 37Q: 3 clusters Score -1109786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1109786.875000 Penalty: 4492.828125
	Iteration 38Q: 3 clusters Score -1109787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1109786.875000 Penalty: 4492.828125
	Iteration 39F: 3 clusters Score -1109787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -694857.062500 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -694857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -690008.187500 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -690008.2 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -691267.625000 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -691267.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -691582.375000 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -691582.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -691816.437500 Penalty: 4281.446777
	Iteration 3F: 3 clusters Score -691816.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -691941.250000 Penalty: 4281.446777
	Iteration 4Q: 3 clusters Score -691941.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -692043.500000 Penalty: 4281.446777
	Iteration 5Q: 3 clusters Score -692043.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -692132.937500 Penalty: 4281.446777
	Iteration 6Q: 3 clusters Score -692132.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -692205.250000 Penalty: 4281.446777
	Iteration 7Q: 3 clusters Score -692205.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -692267.625000 Penalty: 4281.446777
	Iteration 8Q: 3 clusters Score -692267.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -692325.062500 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -692325.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -692367.625000 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -692367.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -692416.187500 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -692416.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -692460.000000 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -692460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -692505.937500 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -692505.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -692537.687500 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -692537.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -692568.062500 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -692568.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -692599.562500 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -692599.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -692638.625000 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -692638.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -692669.437500 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -692669.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -692698.750000 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -692698.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -692740.187500 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -692740.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -692790.187500 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -692790.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -692835.000000 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -692835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -692871.062500 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -692871.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -692911.562500 Penalty: 4281.446777
	Iteration 24Q: 3 clusters Score -692911.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -692943.125000 Penalty: 4281.446777
	Iteration 25Q: 3 clusters Score -692943.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -692973.687500 Penalty: 4281.446777
	Iteration 26Q: 3 clusters Score -692973.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -692997.312500 Penalty: 4281.446777
	Iteration 27Q: 3 clusters Score -692997.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -693017.250000 Penalty: 4281.446777
	Iteration 28Q: 3 clusters Score -693017.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -693032.750000 Penalty: 4281.446777
	Iteration 29Q: 3 clusters Score -693032.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -693044.687500 Penalty: 4281.446777
	Iteration 30Q: 3 clusters Score -693044.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -693059.375000 Penalty: 4281.446777
	Iteration 31Q: 3 clusters Score -693059.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -693068.875000 Penalty: 4281.446777
	Iteration 32Q: 3 clusters Score -693068.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -693074.437500 Penalty: 4281.446777
	Iteration 33Q: 3 clusters Score -693074.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -693081.812500 Penalty: 4281.446777
	Iteration 34Q: 3 clusters Score -693081.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -693090.187500 Penalty: 4281.446777
	Iteration 35Q: 3 clusters Score -693090.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -693096.687500 Penalty: 4281.446777
	Iteration 36Q: 3 clusters Score -693096.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -693101.375000 Penalty: 4281.446777
	Iteration 37Q: 3 clusters Score -693101.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -693108.062500 Penalty: 4281.446777
	Iteration 38Q: 3 clusters Score -693108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -693110.500000 Penalty: 4281.446777
	Iteration 39Q: 3 clusters Score -693110.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -693113.312500 Penalty: 4281.446777
	Iteration 40F: 3 clusters Score -693113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -693116.500000 Penalty: 4281.446777
	Iteration 41Q: 3 clusters Score -693116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -693117.937500 Penalty: 4281.446777
	Iteration 42Q: 3 clusters Score -693117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -693119.750000 Penalty: 4281.446777
	Iteration 43Q: 3 clusters Score -693119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -693121.000000 Penalty: 4281.446777
	Iteration 44Q: 3 clusters Score -693121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -693121.000000 Penalty: 4281.446777
	Iteration 45F: 3 clusters Score -693121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Entering Unmasked Estep 
Score: -990160.562500 Penalty: 2214.893799
	Iteration 0F: 2 clusters Score -990160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -983977.062500 Penalty: 4429.787598
	Iteration 0F: 3 clusters Score -983977.1 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -985630.187500 Penalty: 4429.787598
	Iteration 1F: 3 clusters Score -985630.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -985928.500000 Penalty: 4429.787598
	Iteration 2F: 3 clusters Score -985928.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -986133.625000 Penalty: 4429.787598
	Iteration 3F: 3 clusters Score -986133.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -986280.312500 Penalty: 4429.787598
	Iteration 4Q: 3 clusters Score -986280.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -986404.875000 Penalty: 4429.787598
	Iteration 5Q: 3 clusters Score -986404.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -986517.562500 Penalty: 4429.787598
	Iteration 6Q: 3 clusters Score -986517.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -986634.500000 Penalty: 4429.787598
	Iteration 7Q: 3 clusters Score -986634.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -986766.062500 Penalty: 4429.787598
	Iteration 8Q: 3 clusters Score -986766.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -986926.312500 Penalty: 4429.787598
	Iteration 9Q: 3 clusters Score -986926.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -987063.625000 Penalty: 4429.787598
	Iteration 10Q: 3 clusters Score -987063.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -987205.250000 Penalty: 4429.787598
	Iteration 11Q: 3 clusters Score -987205.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -987367.125000 Penalty: 4429.787598
	Iteration 12Q: 3 clusters Score -987367.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -987541.312500 Penalty: 4429.787598
	Iteration 13Q: 3 clusters Score -987541.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -987689.437500 Penalty: 4429.787598
	Iteration 14Q: 3 clusters Score -987689.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -987828.000000 Penalty: 4429.787598
	Iteration 15Q: 3 clusters Score -987828 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -987924.812500 Penalty: 4429.787598
	Iteration 16Q: 3 clusters Score -987924.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -988009.062500 Penalty: 4429.787598
	Iteration 17Q: 3 clusters Score -988009.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -988063.687500 Penalty: 4429.787598
	Iteration 18Q: 3 clusters Score -988063.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -988112.500000 Penalty: 4429.787598
	Iteration 19Q: 3 clusters Score -988112.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -988144.312500 Penalty: 4429.787598
	Iteration 20F: 3 clusters Score -988144.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -988158.937500 Penalty: 4429.787598
	Iteration 21Q: 3 clusters Score -988158.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -988182.750000 Penalty: 4429.787598
	Iteration 22Q: 3 clusters Score -988182.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -988194.937500 Penalty: 4429.787598
	Iteration 23Q: 3 clusters Score -988194.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -988213.000000 Penalty: 4429.787598
	Iteration 24Q: 3 clusters Score -988213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -988225.500000 Penalty: 4429.787598
	Iteration 25Q: 3 clusters Score -988225.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -988229.625000 Penalty: 4429.787598
	Iteration 26Q: 3 clusters Score -988229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -988233.750000 Penalty: 4429.787598
	Iteration 27Q: 3 clusters Score -988233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -988239.437500 Penalty: 4429.787598
	Iteration 28Q: 3 clusters Score -988239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -988245.125000 Penalty: 4429.787598
	Iteration 29Q: 3 clusters Score -988245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -988248.187500 Penalty: 4429.787598
	Iteration 30Q: 3 clusters Score -988248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -988246.812500 Penalty: 4429.787598
	Iteration 31Q: 3 clusters Score -988246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -988248.937500 Penalty: 4429.787598
	Iteration 32Q: 3 clusters Score -988248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -988249.750000 Penalty: 4429.787598
	Iteration 33Q: 3 clusters Score -988249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -988250.875000 Penalty: 4429.787598
	Iteration 34Q: 3 clusters Score -988250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -988252.625000 Penalty: 4429.787598
	Iteration 35Q: 3 clusters Score -988252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -988252.625000 Penalty: 4429.787598
	Iteration 36F: 3 clusters Score -988252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Entering Unmasked Estep 
Score: -2548290.250000 Penalty: 2449.556885
	Iteration 0F: 2 clusters Score -2548290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2534539.750000 Penalty: 4899.113770
	Iteration 0F: 3 clusters Score -2534540 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2539033.000000 Penalty: 4899.113770
	Iteration 1F: 3 clusters Score -2539033 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2539497.250000 Penalty: 4899.113770
	Iteration 2F: 3 clusters Score -2539497 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2539888.750000 Penalty: 4899.113770
	Iteration 3F: 3 clusters Score -2539889 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2540271.750000 Penalty: 4899.113770
	Iteration 4Q: 3 clusters Score -2540272 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2540700.250000 Penalty: 4899.113770
	Iteration 5Q: 3 clusters Score -2540700 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2541241.000000 Penalty: 4899.113770
	Iteration 6F: 3 clusters Score -2541241 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2541946.250000 Penalty: 4899.113770
	Iteration 7F: 3 clusters Score -2541946 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2542821.500000 Penalty: 4899.113770
	Iteration 8F: 3 clusters Score -2542822 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2543721.000000 Penalty: 4899.113770
	Iteration 9F: 3 clusters Score -2543721 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2544589.250000 Penalty: 4899.113770
	Iteration 10F: 3 clusters Score -2544589 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2545225.500000 Penalty: 4899.113770
	Iteration 11Q: 3 clusters Score -2545226 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2545646.250000 Penalty: 4899.113770
	Iteration 12Q: 3 clusters Score -2545646 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2545879.750000 Penalty: 4899.113770
	Iteration 13Q: 3 clusters Score -2545880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2545987.750000 Penalty: 4899.113770
	Iteration 14Q: 3 clusters Score -2545988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2546078.500000 Penalty: 4899.113770
	Iteration 15Q: 3 clusters Score -2546078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2546121.000000 Penalty: 4899.113770
	Iteration 16Q: 3 clusters Score -2546121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2546151.750000 Penalty: 4899.113770
	Iteration 17Q: 3 clusters Score -2546152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2546174.750000 Penalty: 4899.113770
	Iteration 18Q: 3 clusters Score -2546175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2546187.750000 Penalty: 4899.113770
	Iteration 19Q: 3 clusters Score -2546188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2546194.000000 Penalty: 4899.113770
	Iteration 20F: 3 clusters Score -2546194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2546201.250000 Penalty: 4899.113770
	Iteration 21Q: 3 clusters Score -2546201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2546200.500000 Penalty: 4899.113770
	Iteration 22Q: 3 clusters Score -2546200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2546201.750000 Penalty: 4899.113770
	Iteration 23Q: 3 clusters Score -2546202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2546206.250000 Penalty: 4899.113770
	Iteration 24Q: 3 clusters Score -2546206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2546205.500000 Penalty: 4899.113770
	Iteration 25Q: 3 clusters Score -2546206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2546205.250000 Penalty: 4899.113770
	Iteration 26Q: 3 clusters Score -2546205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2546212.500000 Penalty: 4899.113770
	Iteration 27Q: 3 clusters Score -2546212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2546222.250000 Penalty: 4899.113770
	Iteration 28Q: 3 clusters Score -2546222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2546224.000000 Penalty: 4899.113770
	Iteration 29Q: 3 clusters Score -2546224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2546231.000000 Penalty: 4899.113770
	Iteration 30Q: 3 clusters Score -2546231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2546235.500000 Penalty: 4899.113770
	Iteration 31Q: 3 clusters Score -2546236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2546242.250000 Penalty: 4899.113770
	Iteration 32Q: 3 clusters Score -2546242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2546244.500000 Penalty: 4899.113770
	Iteration 33Q: 3 clusters Score -2546244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2546249.250000 Penalty: 4899.113770
	Iteration 34Q: 3 clusters Score -2546249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2546247.250000 Penalty: 4899.113770
	Iteration 35Q: 3 clusters Score -2546247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2546255.750000 Penalty: 4899.113770
	Iteration 36Q: 3 clusters Score -2546256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2546259.500000 Penalty: 4899.113770
	Iteration 37Q: 3 clusters Score -2546260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2546259.500000 Penalty: 4899.113770
	Iteration 38F: 3 clusters Score -2546260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Entering Unmasked Estep 
Score: -1403467.750000 Penalty: 2303.181885
	Iteration 0F: 2 clusters Score -1403468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1395337.750000 Penalty: 4606.363770
	Iteration 0F: 3 clusters Score -1395338 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1397755.000000 Penalty: 4606.363770
	Iteration 1F: 3 clusters Score -1397755 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1398102.625000 Penalty: 4606.363770
	Iteration 2F: 3 clusters Score -1398103 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1398324.625000 Penalty: 4606.363770
	Iteration 3F: 3 clusters Score -1398325 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1398492.875000 Penalty: 4606.363770
	Iteration 4Q: 3 clusters Score -1398493 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1398641.250000 Penalty: 4606.363770
	Iteration 5Q: 3 clusters Score -1398641 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1398806.875000 Penalty: 4606.363770
	Iteration 6Q: 3 clusters Score -1398807 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1398985.875000 Penalty: 4606.363770
	Iteration 7Q: 3 clusters Score -1398986 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1399199.375000 Penalty: 4606.363770
	Iteration 8Q: 3 clusters Score -1399199 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1399421.375000 Penalty: 4606.363770
	Iteration 9Q: 3 clusters Score -1399421 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1399678.125000 Penalty: 4606.363770
	Iteration 10Q: 3 clusters Score -1399678 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1399911.625000 Penalty: 4606.363770
	Iteration 11Q: 3 clusters Score -1399912 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1400098.625000 Penalty: 4606.363770
	Iteration 12Q: 3 clusters Score -1400099 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1400243.750000 Penalty: 4606.363770
	Iteration 13Q: 3 clusters Score -1400244 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1400344.875000 Penalty: 4606.363770
	Iteration 14Q: 3 clusters Score -1400345 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1400431.875000 Penalty: 4606.363770
	Iteration 15Q: 3 clusters Score -1400432 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1400489.625000 Penalty: 4606.363770
	Iteration 16Q: 3 clusters Score -1400490 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1400535.875000 Penalty: 4606.363770
	Iteration 17Q: 3 clusters Score -1400536 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1400563.750000 Penalty: 4606.363770
	Iteration 18Q: 3 clusters Score -1400564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1400586.750000 Penalty: 4606.363770
	Iteration 19Q: 3 clusters Score -1400587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1400603.250000 Penalty: 4606.363770
	Iteration 20F: 3 clusters Score -1400603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1400607.250000 Penalty: 4606.363770
	Iteration 21Q: 3 clusters Score -1400607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1400616.875000 Penalty: 4606.363770
	Iteration 22Q: 3 clusters Score -1400617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1400629.375000 Penalty: 4606.363770
	Iteration 23Q: 3 clusters Score -1400629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1400642.750000 Penalty: 4606.363770
	Iteration 24Q: 3 clusters Score -1400643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1400645.625000 Penalty: 4606.363770
	Iteration 25Q: 3 clusters Score -1400646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1400650.875000 Penalty: 4606.363770
	Iteration 26Q: 3 clusters Score -1400651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1400663.375000 Penalty: 4606.363770
	Iteration 27Q: 3 clusters Score -1400663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1400661.125000 Penalty: 4606.363770
	Iteration 28Q: 3 clusters Score -1400661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1400666.250000 Penalty: 4606.363770
	Iteration 29Q: 3 clusters Score -1400666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1400666.625000 Penalty: 4606.363770
	Iteration 30Q: 3 clusters Score -1400667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1400672.375000 Penalty: 4606.363770
	Iteration 31Q: 3 clusters Score -1400672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1400679.500000 Penalty: 4606.363770
	Iteration 32Q: 3 clusters Score -1400680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1400682.750000 Penalty: 4606.363770
	Iteration 33Q: 3 clusters Score -1400683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1400687.125000 Penalty: 4606.363770
	Iteration 34Q: 3 clusters Score -1400687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1400689.375000 Penalty: 4606.363770
	Iteration 35Q: 3 clusters Score -1400689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1400693.000000 Penalty: 4606.363770
	Iteration 36Q: 3 clusters Score -1400693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1400701.125000 Penalty: 4606.363770
	Iteration 37Q: 3 clusters Score -1400701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1400704.625000 Penalty: 4606.363770
	Iteration 38Q: 3 clusters Score -1400705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1400706.625000 Penalty: 4606.363770
	Iteration 39Q: 3 clusters Score -1400707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1400713.000000 Penalty: 4606.363770
	Iteration 40F: 3 clusters Score -1400713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1400716.875000 Penalty: 4606.363770
	Iteration 41Q: 3 clusters Score -1400717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1400728.000000 Penalty: 4606.363770
	Iteration 42Q: 3 clusters Score -1400728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1400734.750000 Penalty: 4606.363770
	Iteration 43Q: 3 clusters Score -1400735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1400745.375000 Penalty: 4606.363770
	Iteration 44Q: 3 clusters Score -1400745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1400757.000000 Penalty: 4606.363770
	Iteration 45Q: 3 clusters Score -1400757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1400764.750000 Penalty: 4606.363770
	Iteration 46Q: 3 clusters Score -1400765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1400774.125000 Penalty: 4606.363770
	Iteration 47Q: 3 clusters Score -1400774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1400784.375000 Penalty: 4606.363770
	Iteration 48Q: 3 clusters Score -1400784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1400794.250000 Penalty: 4606.363770
	Iteration 49Q: 3 clusters Score -1400794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1400805.750000 Penalty: 4606.363770
	Iteration 50Q: 3 clusters Score -1400806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1400819.875000 Penalty: 4606.363770
	Iteration 51Q: 3 clusters Score -1400820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1400838.625000 Penalty: 4606.363770
	Iteration 52Q: 3 clusters Score -1400839 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1400863.500000 Penalty: 4606.363770
	Iteration 53Q: 3 clusters Score -1400864 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1400897.875000 Penalty: 4606.363770
	Iteration 54Q: 3 clusters Score -1400898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1400943.625000 Penalty: 4606.363770
	Iteration 55Q: 3 clusters Score -1400944 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1400990.875000 Penalty: 4606.363770
	Iteration 56Q: 3 clusters Score -1400991 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1401046.875000 Penalty: 4606.363770
	Iteration 57Q: 3 clusters Score -1401047 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1401111.875000 Penalty: 4606.363770
	Iteration 58Q: 3 clusters Score -1401112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1401179.875000 Penalty: 4606.363770
	Iteration 59Q: 3 clusters Score -1401180 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1401251.875000 Penalty: 4606.363770
	Iteration 60F: 3 clusters Score -1401252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1401311.000000 Penalty: 4606.363770
	Iteration 61Q: 3 clusters Score -1401311 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1401362.000000 Penalty: 4606.363770
	Iteration 62Q: 3 clusters Score -1401362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1401402.000000 Penalty: 4606.363770
	Iteration 63Q: 3 clusters Score -1401402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1401430.250000 Penalty: 4606.363770
	Iteration 64Q: 3 clusters Score -1401430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1401455.500000 Penalty: 4606.363770
	Iteration 65Q: 3 clusters Score -1401456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1401484.000000 Penalty: 4606.363770
	Iteration 66Q: 3 clusters Score -1401484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1401510.000000 Penalty: 4606.363770
	Iteration 67Q: 3 clusters Score -1401510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1401537.375000 Penalty: 4606.363770
	Iteration 68Q: 3 clusters Score -1401537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1401564.875000 Penalty: 4606.363770
	Iteration 69Q: 3 clusters Score -1401565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1401585.625000 Penalty: 4606.363770
	Iteration 70Q: 3 clusters Score -1401586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1401603.750000 Penalty: 4606.363770
	Iteration 71Q: 3 clusters Score -1401604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1401618.000000 Penalty: 4606.363770
	Iteration 72Q: 3 clusters Score -1401618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1401637.125000 Penalty: 4606.363770
	Iteration 73Q: 3 clusters Score -1401637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1401647.000000 Penalty: 4606.363770
	Iteration 74Q: 3 clusters Score -1401647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1401658.500000 Penalty: 4606.363770
	Iteration 75Q: 3 clusters Score -1401658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1401671.375000 Penalty: 4606.363770
	Iteration 76Q: 3 clusters Score -1401671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1401678.750000 Penalty: 4606.363770
	Iteration 77Q: 3 clusters Score -1401679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1401679.750000 Penalty: 4606.363770
	Iteration 78Q: 3 clusters Score -1401680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1401682.625000 Penalty: 4606.363770
	Iteration 79Q: 3 clusters Score -1401683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1401686.125000 Penalty: 4606.363770
	Iteration 80F: 3 clusters Score -1401686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1401688.625000 Penalty: 4606.363770
	Iteration 81Q: 3 clusters Score -1401689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1401692.250000 Penalty: 4606.363770
	Iteration 82Q: 3 clusters Score -1401692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1401692.375000 Penalty: 4606.363770
	Iteration 83Q: 3 clusters Score -1401692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1401695.375000 Penalty: 4606.363770
	Iteration 84Q: 3 clusters Score -1401695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1401698.000000 Penalty: 4606.363770
	Iteration 85Q: 3 clusters Score -1401698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1401700.000000 Penalty: 4606.363770
	Iteration 86Q: 3 clusters Score -1401700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1401706.250000 Penalty: 4606.363770
	Iteration 87Q: 3 clusters Score -1401706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1401710.875000 Penalty: 4606.363770
	Iteration 88Q: 3 clusters Score -1401711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1401715.250000 Penalty: 4606.363770
	Iteration 89Q: 3 clusters Score -1401715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1401716.375000 Penalty: 4606.363770
	Iteration 90Q: 3 clusters Score -1401716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1401719.875000 Penalty: 4606.363770
	Iteration 91Q: 3 clusters Score -1401720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1401718.750000 Penalty: 4606.363770
	Iteration 92Q: 3 clusters Score -1401719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1401723.500000 Penalty: 4606.363770
	Iteration 93Q: 3 clusters Score -1401724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1401724.625000 Penalty: 4606.363770
	Iteration 94Q: 3 clusters Score -1401725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1401723.750000 Penalty: 4606.363770
	Iteration 95Q: 3 clusters Score -1401724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1401725.500000 Penalty: 4606.363770
	Iteration 96Q: 3 clusters Score -1401726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1401726.750000 Penalty: 4606.363770
	Iteration 97Q: 3 clusters Score -1401727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1401726.000000 Penalty: 4606.363770
	Iteration 98Q: 3 clusters Score -1401726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1401726.500000 Penalty: 4606.363770
	Iteration 99Q: 3 clusters Score -1401726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1401726.875000 Penalty: 4606.363770
	Iteration 100F: 3 clusters Score -1401727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1401725.625000 Penalty: 4606.363770
	Iteration 101Q: 3 clusters Score -1401726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1401727.375000 Penalty: 4606.363770
	Iteration 102Q: 3 clusters Score -1401727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1401728.125000 Penalty: 4606.363770
	Iteration 103Q: 3 clusters Score -1401728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1401730.250000 Penalty: 4606.363770
	Iteration 104Q: 3 clusters Score -1401730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1401726.125000 Penalty: 4606.363770
	Iteration 105Q: 3 clusters Score -1401726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1401726.750000 Penalty: 4606.363770
	Iteration 106Q: 3 clusters Score -1401727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1401728.375000 Penalty: 4606.363770
	Iteration 107Q: 3 clusters Score -1401728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1401733.625000 Penalty: 4606.363770
	Iteration 108Q: 3 clusters Score -1401734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1401734.250000 Penalty: 4606.363770
	Iteration 109Q: 3 clusters Score -1401734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1401732.875000 Penalty: 4606.363770
	Iteration 110Q: 3 clusters Score -1401733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1401734.375000 Penalty: 4606.363770
	Iteration 111Q: 3 clusters Score -1401734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1401735.375000 Penalty: 4606.363770
	Iteration 112Q: 3 clusters Score -1401735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1401738.250000 Penalty: 4606.363770
	Iteration 113Q: 3 clusters Score -1401738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1401739.125000 Penalty: 4606.363770
	Iteration 114Q: 3 clusters Score -1401739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1401745.000000 Penalty: 4606.363770
	Iteration 115Q: 3 clusters Score -1401745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1401744.875000 Penalty: 4606.363770
	Iteration 116Q: 3 clusters Score -1401745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1401746.125000 Penalty: 4606.363770
	Iteration 117Q: 3 clusters Score -1401746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1401748.500000 Penalty: 4606.363770
	Iteration 118Q: 3 clusters Score -1401748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1401750.000000 Penalty: 4606.363770
	Iteration 119Q: 3 clusters Score -1401750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1401749.125000 Penalty: 4606.363770
	Iteration 120F: 3 clusters Score -1401749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1401753.750000 Penalty: 4606.363770
	Iteration 121Q: 3 clusters Score -1401754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1401751.000000 Penalty: 4606.363770
	Iteration 122Q: 3 clusters Score -1401751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1401753.125000 Penalty: 4606.363770
	Iteration 123Q: 3 clusters Score -1401753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1401753.250000 Penalty: 4606.363770
	Iteration 124Q: 3 clusters Score -1401753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1401756.000000 Penalty: 4606.363770
	Iteration 125Q: 3 clusters Score -1401756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1401756.500000 Penalty: 4606.363770
	Iteration 126Q: 3 clusters Score -1401756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1401758.125000 Penalty: 4606.363770
	Iteration 127Q: 3 clusters Score -1401758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1401756.625000 Penalty: 4606.363770
	Iteration 128Q: 3 clusters Score -1401757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1401756.625000 Penalty: 4606.363770
	Iteration 129F: 3 clusters Score -1401757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -441070.625000 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -441070.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -437538.406250 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -437538.4 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -438375.187500 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -438375.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -438627.187500 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -438627.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -438774.687500 Penalty: 4041.054932
	Iteration 3F: 3 clusters Score -438774.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -438871.562500 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -438871.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -438939.062500 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -438939.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -438980.031250 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -438980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -439012.687500 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -439012.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -439046.000000 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -439046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -439075.125000 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -439075.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -439102.843750 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -439102.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -439125.000000 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -439125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -439141.437500 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -439141.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -439156.031250 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -439156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -439172.125000 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -439172.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -439183.187500 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -439183.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -439202.156250 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -439202.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -439219.375000 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -439219.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -439234.656250 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -439234.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -439251.156250 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -439251.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -439273.468750 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -439273.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -439292.125000 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -439292.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -439310.093750 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -439310.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -439325.062500 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -439325.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -439336.218750 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -439336.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -439344.750000 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -439344.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -439354.937500 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -439354.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -439364.656250 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -439364.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -439371.406250 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -439371.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -439380.250000 Penalty: 4041.054932
	Iteration 29Q: 3 clusters Score -439380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -439388.687500 Penalty: 4041.054932
	Iteration 30Q: 3 clusters Score -439388.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -439398.125000 Penalty: 4041.054932
	Iteration 31Q: 3 clusters Score -439398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -439406.031250 Penalty: 4041.054932
	Iteration 32Q: 3 clusters Score -439406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -439416.906250 Penalty: 4041.054932
	Iteration 33Q: 3 clusters Score -439416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -439429.531250 Penalty: 4041.054932
	Iteration 34Q: 3 clusters Score -439429.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -439441.968750 Penalty: 4041.054932
	Iteration 35Q: 3 clusters Score -439442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -439447.531250 Penalty: 4041.054932
	Iteration 36Q: 3 clusters Score -439447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -439448.187500 Penalty: 4041.054932
	Iteration 37Q: 3 clusters Score -439448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -439451.406250 Penalty: 4041.054932
	Iteration 38Q: 3 clusters Score -439451.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -439455.875000 Penalty: 4041.054932
	Iteration 39Q: 3 clusters Score -439455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -439459.718750 Penalty: 4041.054932
	Iteration 40F: 3 clusters Score -439459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -439464.812500 Penalty: 4041.054932
	Iteration 41Q: 3 clusters Score -439464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -439466.500000 Penalty: 4041.054932
	Iteration 42Q: 3 clusters Score -439466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -439468.656250 Penalty: 4041.054932
	Iteration 43Q: 3 clusters Score -439468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -439470.906250 Penalty: 4041.054932
	Iteration 44Q: 3 clusters Score -439470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -439473.187500 Penalty: 4041.054932
	Iteration 45Q: 3 clusters Score -439473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -439473.343750 Penalty: 4041.054932
	Iteration 46Q: 3 clusters Score -439473.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -439473.343750 Penalty: 4041.054932
	Iteration 47F: 3 clusters Score -439473.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Entering Unmasked Estep 
Score: -3271188.750000 Penalty: 2522.368164
	Iteration 0F: 2 clusters Score -3271189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3253015.750000 Penalty: 5044.736328
	Iteration 0F: 3 clusters Score -3253016 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3259312.250000 Penalty: 5044.736328
	Iteration 1F: 3 clusters Score -3259312 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3259866.000000 Penalty: 5044.736328
	Iteration 2F: 3 clusters Score -3259866 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3260338.500000 Penalty: 5044.736328
	Iteration 3Q: 3 clusters Score -3260338 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3260781.750000 Penalty: 5044.736328
	Iteration 4Q: 3 clusters Score -3260782 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3261208.000000 Penalty: 5044.736328
	Iteration 5Q: 3 clusters Score -3261208 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3261669.250000 Penalty: 5044.736328
	Iteration 6Q: 3 clusters Score -3261669 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3262141.500000 Penalty: 5044.736328
	Iteration 7Q: 3 clusters Score -3262142 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3262668.750000 Penalty: 5044.736328
	Iteration 8Q: 3 clusters Score -3262669 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3263259.500000 Penalty: 5044.736328
	Iteration 9Q: 3 clusters Score -3263260 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3263889.500000 Penalty: 5044.736328
	Iteration 10Q: 3 clusters Score -3263890 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3264493.750000 Penalty: 5044.736328
	Iteration 11Q: 3 clusters Score -3264494 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3265142.000000 Penalty: 5044.736328
	Iteration 12Q: 3 clusters Score -3265142 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3265777.500000 Penalty: 5044.736328
	Iteration 13Q: 3 clusters Score -3265778 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3266427.750000 Penalty: 5044.736328
	Iteration 14Q: 3 clusters Score -3266428 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3266994.250000 Penalty: 5044.736328
	Iteration 15Q: 3 clusters Score -3266994 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3267455.250000 Penalty: 5044.736328
	Iteration 16Q: 3 clusters Score -3267455 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3267827.750000 Penalty: 5044.736328
	Iteration 17Q: 3 clusters Score -3267828 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3268082.000000 Penalty: 5044.736328
	Iteration 18Q: 3 clusters Score -3268082 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3268271.750000 Penalty: 5044.736328
	Iteration 19Q: 3 clusters Score -3268272 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3268397.250000 Penalty: 5044.736328
	Iteration 20F: 3 clusters Score -3268397 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3268510.250000 Penalty: 5044.736328
	Iteration 21Q: 3 clusters Score -3268510 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3268570.750000 Penalty: 5044.736328
	Iteration 22Q: 3 clusters Score -3268571 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3268615.000000 Penalty: 5044.736328
	Iteration 23Q: 3 clusters Score -3268615 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3268655.000000 Penalty: 5044.736328
	Iteration 24Q: 3 clusters Score -3268655 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3268698.000000 Penalty: 5044.736328
	Iteration 25Q: 3 clusters Score -3268698 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3268738.000000 Penalty: 5044.736328
	Iteration 26Q: 3 clusters Score -3268738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3268773.000000 Penalty: 5044.736328
	Iteration 27Q: 3 clusters Score -3268773 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3268799.500000 Penalty: 5044.736328
	Iteration 28Q: 3 clusters Score -3268800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3268845.750000 Penalty: 5044.736328
	Iteration 29Q: 3 clusters Score -3268846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3268862.750000 Penalty: 5044.736328
	Iteration 30Q: 3 clusters Score -3268863 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3268888.250000 Penalty: 5044.736328
	Iteration 31Q: 3 clusters Score -3268888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3268903.000000 Penalty: 5044.736328
	Iteration 32Q: 3 clusters Score -3268903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3268912.000000 Penalty: 5044.736328
	Iteration 33Q: 3 clusters Score -3268912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3268934.250000 Penalty: 5044.736328
	Iteration 34Q: 3 clusters Score -3268934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3268949.750000 Penalty: 5044.736328
	Iteration 35Q: 3 clusters Score -3268950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3268959.000000 Penalty: 5044.736328
	Iteration 36Q: 3 clusters Score -3268959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3268988.000000 Penalty: 5044.736328
	Iteration 37Q: 3 clusters Score -3268988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3269002.250000 Penalty: 5044.736328
	Iteration 38Q: 3 clusters Score -3269002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3269008.750000 Penalty: 5044.736328
	Iteration 39Q: 3 clusters Score -3269009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3269014.500000 Penalty: 5044.736328
	Iteration 40F: 3 clusters Score -3269014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3269032.000000 Penalty: 5044.736328
	Iteration 41Q: 3 clusters Score -3269032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3269043.250000 Penalty: 5044.736328
	Iteration 42Q: 3 clusters Score -3269043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3269057.250000 Penalty: 5044.736328
	Iteration 43Q: 3 clusters Score -3269057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3269069.500000 Penalty: 5044.736328
	Iteration 44Q: 3 clusters Score -3269070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3269086.750000 Penalty: 5044.736328
	Iteration 45Q: 3 clusters Score -3269087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3269094.250000 Penalty: 5044.736328
	Iteration 46Q: 3 clusters Score -3269094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3269110.500000 Penalty: 5044.736328
	Iteration 47Q: 3 clusters Score -3269110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3269115.000000 Penalty: 5044.736328
	Iteration 48Q: 3 clusters Score -3269115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3269131.750000 Penalty: 5044.736328
	Iteration 49Q: 3 clusters Score -3269132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3269143.750000 Penalty: 5044.736328
	Iteration 50Q: 3 clusters Score -3269144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3269162.250000 Penalty: 5044.736328
	Iteration 51Q: 3 clusters Score -3269162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3269179.250000 Penalty: 5044.736328
	Iteration 52Q: 3 clusters Score -3269179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3269193.000000 Penalty: 5044.736328
	Iteration 53Q: 3 clusters Score -3269193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3269204.750000 Penalty: 5044.736328
	Iteration 54Q: 3 clusters Score -3269205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3269216.500000 Penalty: 5044.736328
	Iteration 55Q: 3 clusters Score -3269216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3269224.250000 Penalty: 5044.736328
	Iteration 56Q: 3 clusters Score -3269224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3269227.000000 Penalty: 5044.736328
	Iteration 57Q: 3 clusters Score -3269227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3269241.000000 Penalty: 5044.736328
	Iteration 58Q: 3 clusters Score -3269241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3269257.250000 Penalty: 5044.736328
	Iteration 59Q: 3 clusters Score -3269257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3269262.250000 Penalty: 5044.736328
	Iteration 60F: 3 clusters Score -3269262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3269258.250000 Penalty: 5044.736328
	Iteration 61Q: 3 clusters Score -3269258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3269270.750000 Penalty: 5044.736328
	Iteration 62Q: 3 clusters Score -3269271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3269274.750000 Penalty: 5044.736328
	Iteration 63Q: 3 clusters Score -3269275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3269279.000000 Penalty: 5044.736328
	Iteration 64Q: 3 clusters Score -3269279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3269273.500000 Penalty: 5044.736328
	Iteration 65Q: 3 clusters Score -3269274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3269285.750000 Penalty: 5044.736328
	Iteration 66Q: 3 clusters Score -3269286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3269292.750000 Penalty: 5044.736328
	Iteration 67Q: 3 clusters Score -3269293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3269301.750000 Penalty: 5044.736328
	Iteration 68Q: 3 clusters Score -3269302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3269304.500000 Penalty: 5044.736328
	Iteration 69Q: 3 clusters Score -3269304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3269299.500000 Penalty: 5044.736328
	Iteration 70Q: 3 clusters Score -3269300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3269300.500000 Penalty: 5044.736328
	Iteration 71Q: 3 clusters Score -3269300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3269300.500000 Penalty: 5044.736328
	Iteration 72Q: 3 clusters Score -3269300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3269297.500000 Penalty: 5044.736328
	Iteration 73Q: 3 clusters Score -3269298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3269298.250000 Penalty: 5044.736328
	Iteration 74Q: 3 clusters Score -3269298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3269299.250000 Penalty: 5044.736328
	Iteration 75Q: 3 clusters Score -3269299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3269302.500000 Penalty: 5044.736328
	Iteration 76Q: 3 clusters Score -3269302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3269306.500000 Penalty: 5044.736328
	Iteration 77Q: 3 clusters Score -3269306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3269310.750000 Penalty: 5044.736328
	Iteration 78Q: 3 clusters Score -3269311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3269307.500000 Penalty: 5044.736328
	Iteration 79Q: 3 clusters Score -3269308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3269310.750000 Penalty: 5044.736328
	Iteration 80F: 3 clusters Score -3269311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3269309.250000 Penalty: 5044.736328
	Iteration 81Q: 3 clusters Score -3269309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3269309.750000 Penalty: 5044.736328
	Iteration 82Q: 3 clusters Score -3269310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3269314.750000 Penalty: 5044.736328
	Iteration 83Q: 3 clusters Score -3269315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3269314.500000 Penalty: 5044.736328
	Iteration 84Q: 3 clusters Score -3269314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3269315.500000 Penalty: 5044.736328
	Iteration 85Q: 3 clusters Score -3269316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3269314.500000 Penalty: 5044.736328
	Iteration 86Q: 3 clusters Score -3269314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3269310.750000 Penalty: 5044.736328
	Iteration 87Q: 3 clusters Score -3269311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3269317.000000 Penalty: 5044.736328
	Iteration 88Q: 3 clusters Score -3269317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3269314.250000 Penalty: 5044.736328
	Iteration 89Q: 3 clusters Score -3269314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3269315.750000 Penalty: 5044.736328
	Iteration 90Q: 3 clusters Score -3269316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3269316.750000 Penalty: 5044.736328
	Iteration 91Q: 3 clusters Score -3269317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3269315.250000 Penalty: 5044.736328
	Iteration 92Q: 3 clusters Score -3269315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3269318.000000 Penalty: 5044.736328
	Iteration 93Q: 3 clusters Score -3269318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3269318.000000 Penalty: 5044.736328
	Iteration 94F: 3 clusters Score -3269318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -700041.062500 Penalty: 2128.253906
	Iteration 0F: 2 clusters Score -700041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -695306.687500 Penalty: 4256.507812
	Iteration 0F: 3 clusters Score -695306.7 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -696402.562500 Penalty: 4256.507812
	Iteration 1F: 3 clusters Score -696402.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -696596.687500 Penalty: 4256.507812
	Iteration 2F: 3 clusters Score -696596.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -696748.250000 Penalty: 4256.507812
	Iteration 3Q: 3 clusters Score -696748.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -696889.500000 Penalty: 4256.507812
	Iteration 4Q: 3 clusters Score -696889.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -697004.312500 Penalty: 4256.507812
	Iteration 5Q: 3 clusters Score -697004.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -697094.937500 Penalty: 4256.507812
	Iteration 6Q: 3 clusters Score -697094.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -697195.437500 Penalty: 4256.507812
	Iteration 7Q: 3 clusters Score -697195.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -697294.187500 Penalty: 4256.507812
	Iteration 8Q: 3 clusters Score -697294.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -697380.375000 Penalty: 4256.507812
	Iteration 9Q: 3 clusters Score -697380.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -697462.437500 Penalty: 4256.507812
	Iteration 10Q: 3 clusters Score -697462.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -697544.312500 Penalty: 4256.507812
	Iteration 11Q: 3 clusters Score -697544.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -697632.062500 Penalty: 4256.507812
	Iteration 12Q: 3 clusters Score -697632.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -697717.375000 Penalty: 4256.507812
	Iteration 13Q: 3 clusters Score -697717.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -697802.687500 Penalty: 4256.507812
	Iteration 14Q: 3 clusters Score -697802.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -697872.375000 Penalty: 4256.507812
	Iteration 15Q: 3 clusters Score -697872.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -697933.500000 Penalty: 4256.507812
	Iteration 16Q: 3 clusters Score -697933.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -697985.187500 Penalty: 4256.507812
	Iteration 17Q: 3 clusters Score -697985.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -698044.812500 Penalty: 4256.507812
	Iteration 18Q: 3 clusters Score -698044.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -698105.750000 Penalty: 4256.507812
	Iteration 19Q: 3 clusters Score -698105.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -698156.500000 Penalty: 4256.507812
	Iteration 20F: 3 clusters Score -698156.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -698202.687500 Penalty: 4256.507812
	Iteration 21Q: 3 clusters Score -698202.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -698238.437500 Penalty: 4256.507812
	Iteration 22Q: 3 clusters Score -698238.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -698265.375000 Penalty: 4256.507812
	Iteration 23Q: 3 clusters Score -698265.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -698297.687500 Penalty: 4256.507812
	Iteration 24Q: 3 clusters Score -698297.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -698330.625000 Penalty: 4256.507812
	Iteration 25Q: 3 clusters Score -698330.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -698368.625000 Penalty: 4256.507812
	Iteration 26Q: 3 clusters Score -698368.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -698401.125000 Penalty: 4256.507812
	Iteration 27Q: 3 clusters Score -698401.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -698445.375000 Penalty: 4256.507812
	Iteration 28Q: 3 clusters Score -698445.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -698493.875000 Penalty: 4256.507812
	Iteration 29Q: 3 clusters Score -698493.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -698535.625000 Penalty: 4256.507812
	Iteration 30Q: 3 clusters Score -698535.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -698571.562500 Penalty: 4256.507812
	Iteration 31Q: 3 clusters Score -698571.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -698597.750000 Penalty: 4256.507812
	Iteration 32Q: 3 clusters Score -698597.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -698611.312500 Penalty: 4256.507812
	Iteration 33Q: 3 clusters Score -698611.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -698617.250000 Penalty: 4256.507812
	Iteration 34Q: 3 clusters Score -698617.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -698623.000000 Penalty: 4256.507812
	Iteration 35Q: 3 clusters Score -698623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -698627.125000 Penalty: 4256.507812
	Iteration 36Q: 3 clusters Score -698627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -698629.125000 Penalty: 4256.507812
	Iteration 37Q: 3 clusters Score -698629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -698632.125000 Penalty: 4256.507812
	Iteration 38Q: 3 clusters Score -698632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -698632.812500 Penalty: 4256.507812
	Iteration 39Q: 3 clusters Score -698632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -698634.812500 Penalty: 4256.507812
	Iteration 40F: 3 clusters Score -698634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -698633.875000 Penalty: 4256.507812
	Iteration 41Q: 3 clusters Score -698633.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -698634.562500 Penalty: 4256.507812
	Iteration 42Q: 3 clusters Score -698634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -698635.875000 Penalty: 4256.507812
	Iteration 43Q: 3 clusters Score -698635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -698638.500000 Penalty: 4256.507812
	Iteration 44Q: 3 clusters Score -698638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -698638.625000 Penalty: 4256.507812
	Iteration 45Q: 3 clusters Score -698638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -698639.562500 Penalty: 4256.507812
	Iteration 46Q: 3 clusters Score -698639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -698640.812500 Penalty: 4256.507812
	Iteration 47Q: 3 clusters Score -698640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -698641.750000 Penalty: 4256.507812
	Iteration 48Q: 3 clusters Score -698641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -698642.000000 Penalty: 4256.507812
	Iteration 49Q: 3 clusters Score -698642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -698644.750000 Penalty: 4256.507812
	Iteration 50Q: 3 clusters Score -698644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -698645.375000 Penalty: 4256.507812
	Iteration 51Q: 3 clusters Score -698645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -698645.375000 Penalty: 4256.507812
	Iteration 52F: 3 clusters Score -698645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Entering Unmasked Estep 
Score: -1725822.375000 Penalty: 2351.339355
	Iteration 0F: 2 clusters Score -1725822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1716280.625000 Penalty: 4702.678711
	Iteration 0F: 3 clusters Score -1716281 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1719211.250000 Penalty: 4702.678711
	Iteration 1F: 3 clusters Score -1719211 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1719591.500000 Penalty: 4702.678711
	Iteration 2F: 3 clusters Score -1719592 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1719930.125000 Penalty: 4702.678711
	Iteration 3F: 3 clusters Score -1719930 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1720237.625000 Penalty: 4702.678711
	Iteration 4Q: 3 clusters Score -1720238 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1720543.000000 Penalty: 4702.678711
	Iteration 5Q: 3 clusters Score -1720543 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1720814.625000 Penalty: 4702.678711
	Iteration 6Q: 3 clusters Score -1720815 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1721092.750000 Penalty: 4702.678711
	Iteration 7Q: 3 clusters Score -1721093 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1721338.000000 Penalty: 4702.678711
	Iteration 8Q: 3 clusters Score -1721338 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1721579.250000 Penalty: 4702.678711
	Iteration 9Q: 3 clusters Score -1721579 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1721808.875000 Penalty: 4702.678711
	Iteration 10Q: 3 clusters Score -1721809 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1722014.875000 Penalty: 4702.678711
	Iteration 11Q: 3 clusters Score -1722015 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1722176.750000 Penalty: 4702.678711
	Iteration 12Q: 3 clusters Score -1722177 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1722340.750000 Penalty: 4702.678711
	Iteration 13Q: 3 clusters Score -1722341 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1722501.875000 Penalty: 4702.678711
	Iteration 14Q: 3 clusters Score -1722502 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1722677.000000 Penalty: 4702.678711
	Iteration 15Q: 3 clusters Score -1722677 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1722842.250000 Penalty: 4702.678711
	Iteration 16Q: 3 clusters Score -1722842 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1722982.250000 Penalty: 4702.678711
	Iteration 17Q: 3 clusters Score -1722982 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1723101.375000 Penalty: 4702.678711
	Iteration 18Q: 3 clusters Score -1723101 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1723202.375000 Penalty: 4702.678711
	Iteration 19Q: 3 clusters Score -1723202 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1723294.125000 Penalty: 4702.678711
	Iteration 20F: 3 clusters Score -1723294 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1723378.125000 Penalty: 4702.678711
	Iteration 21Q: 3 clusters Score -1723378 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1723448.125000 Penalty: 4702.678711
	Iteration 22Q: 3 clusters Score -1723448 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1723500.750000 Penalty: 4702.678711
	Iteration 23Q: 3 clusters Score -1723501 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1723547.125000 Penalty: 4702.678711
	Iteration 24Q: 3 clusters Score -1723547 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1723590.375000 Penalty: 4702.678711
	Iteration 25Q: 3 clusters Score -1723590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1723624.500000 Penalty: 4702.678711
	Iteration 26Q: 3 clusters Score -1723624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1723648.750000 Penalty: 4702.678711
	Iteration 27Q: 3 clusters Score -1723649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1723671.125000 Penalty: 4702.678711
	Iteration 28Q: 3 clusters Score -1723671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1723691.125000 Penalty: 4702.678711
	Iteration 29Q: 3 clusters Score -1723691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1723705.875000 Penalty: 4702.678711
	Iteration 30Q: 3 clusters Score -1723706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1723710.750000 Penalty: 4702.678711
	Iteration 31Q: 3 clusters Score -1723711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1723718.500000 Penalty: 4702.678711
	Iteration 32Q: 3 clusters Score -1723718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1723721.875000 Penalty: 4702.678711
	Iteration 33Q: 3 clusters Score -1723722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1723730.250000 Penalty: 4702.678711
	Iteration 34Q: 3 clusters Score -1723730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1723739.250000 Penalty: 4702.678711
	Iteration 35Q: 3 clusters Score -1723739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1723743.500000 Penalty: 4702.678711
	Iteration 36Q: 3 clusters Score -1723744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1723755.250000 Penalty: 4702.678711
	Iteration 37Q: 3 clusters Score -1723755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1723769.000000 Penalty: 4702.678711
	Iteration 38Q: 3 clusters Score -1723769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1723780.750000 Penalty: 4702.678711
	Iteration 39Q: 3 clusters Score -1723781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1723793.500000 Penalty: 4702.678711
	Iteration 40F: 3 clusters Score -1723794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1723802.500000 Penalty: 4702.678711
	Iteration 41Q: 3 clusters Score -1723802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1723807.250000 Penalty: 4702.678711
	Iteration 42Q: 3 clusters Score -1723807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1723816.125000 Penalty: 4702.678711
	Iteration 43Q: 3 clusters Score -1723816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1723826.125000 Penalty: 4702.678711
	Iteration 44Q: 3 clusters Score -1723826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1723828.750000 Penalty: 4702.678711
	Iteration 45Q: 3 clusters Score -1723829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1723837.750000 Penalty: 4702.678711
	Iteration 46Q: 3 clusters Score -1723838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1723845.375000 Penalty: 4702.678711
	Iteration 47Q: 3 clusters Score -1723845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1723853.000000 Penalty: 4702.678711
	Iteration 48Q: 3 clusters Score -1723853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1723857.875000 Penalty: 4702.678711
	Iteration 49Q: 3 clusters Score -1723858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1723858.625000 Penalty: 4702.678711
	Iteration 50Q: 3 clusters Score -1723859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1723860.500000 Penalty: 4702.678711
	Iteration 51Q: 3 clusters Score -1723860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1723861.375000 Penalty: 4702.678711
	Iteration 52Q: 3 clusters Score -1723861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1723863.625000 Penalty: 4702.678711
	Iteration 53Q: 3 clusters Score -1723864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1723864.250000 Penalty: 4702.678711
	Iteration 54Q: 3 clusters Score -1723864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1723867.750000 Penalty: 4702.678711
	Iteration 55Q: 3 clusters Score -1723868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1723872.750000 Penalty: 4702.678711
	Iteration 56Q: 3 clusters Score -1723873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1723872.125000 Penalty: 4702.678711
	Iteration 57Q: 3 clusters Score -1723872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1723875.375000 Penalty: 4702.678711
	Iteration 58Q: 3 clusters Score -1723875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1723878.125000 Penalty: 4702.678711
	Iteration 59Q: 3 clusters Score -1723878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1723881.125000 Penalty: 4702.678711
	Iteration 60F: 3 clusters Score -1723881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1723884.125000 Penalty: 4702.678711
	Iteration 61Q: 3 clusters Score -1723884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1723883.125000 Penalty: 4702.678711
	Iteration 62Q: 3 clusters Score -1723883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1723887.625000 Penalty: 4702.678711
	Iteration 63Q: 3 clusters Score -1723888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1723887.750000 Penalty: 4702.678711
	Iteration 64Q: 3 clusters Score -1723888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1723889.875000 Penalty: 4702.678711
	Iteration 65Q: 3 clusters Score -1723890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1723894.000000 Penalty: 4702.678711
	Iteration 66Q: 3 clusters Score -1723894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1723893.375000 Penalty: 4702.678711
	Iteration 67Q: 3 clusters Score -1723893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1723893.375000 Penalty: 4702.678711
	Iteration 68Q: 3 clusters Score -1723893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1723896.750000 Penalty: 4702.678711
	Iteration 69Q: 3 clusters Score -1723897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1723897.000000 Penalty: 4702.678711
	Iteration 70Q: 3 clusters Score -1723897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1723898.750000 Penalty: 4702.678711
	Iteration 71Q: 3 clusters Score -1723899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1723899.750000 Penalty: 4702.678711
	Iteration 72Q: 3 clusters Score -1723900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1723905.625000 Penalty: 4702.678711
	Iteration 73Q: 3 clusters Score -1723906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1723907.500000 Penalty: 4702.678711
	Iteration 74Q: 3 clusters Score -1723908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1723907.000000 Penalty: 4702.678711
	Iteration 75Q: 3 clusters Score -1723907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1723907.000000 Penalty: 4702.678711
	Iteration 76Q: 3 clusters Score -1723907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1723909.000000 Penalty: 4702.678711
	Iteration 77Q: 3 clusters Score -1723909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1723910.750000 Penalty: 4702.678711
	Iteration 78Q: 3 clusters Score -1723911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1723910.750000 Penalty: 4702.678711
	Iteration 79Q: 3 clusters Score -1723911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1723911.625000 Penalty: 4702.678711
	Iteration 80F: 3 clusters Score -1723912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1723913.750000 Penalty: 4702.678711
	Iteration 81Q: 3 clusters Score -1723914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1723912.375000 Penalty: 4702.678711
	Iteration 82Q: 3 clusters Score -1723912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1723916.125000 Penalty: 4702.678711
	Iteration 83Q: 3 clusters Score -1723916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1723916.125000 Penalty: 4702.678711
	Iteration 84F: 3 clusters Score -1723916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Entering Unmasked Estep 
Score: -1954459.000000 Penalty: 2383.958008
	Iteration 0F: 2 clusters Score -1954459 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 7554 members 
Entering Unmasked Estep 
Score: -1943614.875000 Penalty: 4767.916016
	Iteration 0F: 3 clusters Score -1943615 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1947026.125000 Penalty: 4767.916016
	Iteration 1F: 3 clusters Score -1947026 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1947358.000000 Penalty: 4767.916016
	Iteration 2F: 3 clusters Score -1947358 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1947601.375000 Penalty: 4767.916016
	Iteration 3Q: 3 clusters Score -1947601 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1947803.250000 Penalty: 4767.916016
	Iteration 4Q: 3 clusters Score -1947803 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1947976.375000 Penalty: 4767.916016
	Iteration 5Q: 3 clusters Score -1947976 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1948113.000000 Penalty: 4767.916016
	Iteration 6Q: 3 clusters Score -1948113 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1948241.500000 Penalty: 4767.916016
	Iteration 7Q: 3 clusters Score -1948242 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1948373.625000 Penalty: 4767.916016
	Iteration 8Q: 3 clusters Score -1948374 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1948537.000000 Penalty: 4767.916016
	Iteration 9Q: 3 clusters Score -1948537 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1948715.125000 Penalty: 4767.916016
	Iteration 10Q: 3 clusters Score -1948715 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1948907.375000 Penalty: 4767.916016
	Iteration 11Q: 3 clusters Score -1948907 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1949131.375000 Penalty: 4767.916016
	Iteration 12Q: 3 clusters Score -1949131 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1949374.375000 Penalty: 4767.916016
	Iteration 13Q: 3 clusters Score -1949374 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1949593.625000 Penalty: 4767.916016
	Iteration 14Q: 3 clusters Score -1949594 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1949803.875000 Penalty: 4767.916016
	Iteration 15Q: 3 clusters Score -1949804 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1950041.875000 Penalty: 4767.916016
	Iteration 16Q: 3 clusters Score -1950042 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1950283.625000 Penalty: 4767.916016
	Iteration 17Q: 3 clusters Score -1950284 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1950520.750000 Penalty: 4767.916016
	Iteration 18Q: 3 clusters Score -1950521 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1950772.875000 Penalty: 4767.916016
	Iteration 19Q: 3 clusters Score -1950773 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1951004.875000 Penalty: 4767.916016
	Iteration 20F: 3 clusters Score -1951005 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1951246.625000 Penalty: 4767.916016
	Iteration 21Q: 3 clusters Score -1951247 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1951472.500000 Penalty: 4767.916016
	Iteration 22Q: 3 clusters Score -1951472 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1951665.750000 Penalty: 4767.916016
	Iteration 23Q: 3 clusters Score -1951666 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1951820.625000 Penalty: 4767.916016
	Iteration 24Q: 3 clusters Score -1951821 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1951935.500000 Penalty: 4767.916016
	Iteration 25Q: 3 clusters Score -1951936 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1952047.875000 Penalty: 4767.916016
	Iteration 26Q: 3 clusters Score -1952048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1952125.875000 Penalty: 4767.916016
	Iteration 27Q: 3 clusters Score -1952126 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1952178.875000 Penalty: 4767.916016
	Iteration 28Q: 3 clusters Score -1952179 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1952231.500000 Penalty: 4767.916016
	Iteration 29Q: 3 clusters Score -1952232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1952266.750000 Penalty: 4767.916016
	Iteration 30Q: 3 clusters Score -1952267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1952292.375000 Penalty: 4767.916016
	Iteration 31Q: 3 clusters Score -1952292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1952310.750000 Penalty: 4767.916016
	Iteration 32Q: 3 clusters Score -1952311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1952329.500000 Penalty: 4767.916016
	Iteration 33Q: 3 clusters Score -1952330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1952344.750000 Penalty: 4767.916016
	Iteration 34Q: 3 clusters Score -1952345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1952360.000000 Penalty: 4767.916016
	Iteration 35Q: 3 clusters Score -1952360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1952362.250000 Penalty: 4767.916016
	Iteration 36Q: 3 clusters Score -1952362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1952368.750000 Penalty: 4767.916016
	Iteration 37Q: 3 clusters Score -1952369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1952372.125000 Penalty: 4767.916016
	Iteration 38Q: 3 clusters Score -1952372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1952377.625000 Penalty: 4767.916016
	Iteration 39Q: 3 clusters Score -1952378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1952379.500000 Penalty: 4767.916016
	Iteration 40F: 3 clusters Score -1952380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1952383.000000 Penalty: 4767.916016
	Iteration 41Q: 3 clusters Score -1952383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1952387.750000 Penalty: 4767.916016
	Iteration 42Q: 3 clusters Score -1952388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1952387.750000 Penalty: 4767.916016
	Iteration 43Q: 3 clusters Score -1952388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1952391.375000 Penalty: 4767.916016
	Iteration 44Q: 3 clusters Score -1952391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1952392.875000 Penalty: 4767.916016
	Iteration 45Q: 3 clusters Score -1952393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1952394.750000 Penalty: 4767.916016
	Iteration 46Q: 3 clusters Score -1952395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1952396.375000 Penalty: 4767.916016
	Iteration 47Q: 3 clusters Score -1952396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1952402.000000 Penalty: 4767.916016
	Iteration 48Q: 3 clusters Score -1952402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1952408.875000 Penalty: 4767.916016
	Iteration 49Q: 3 clusters Score -1952409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1952414.750000 Penalty: 4767.916016
	Iteration 50Q: 3 clusters Score -1952415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1952418.500000 Penalty: 4767.916016
	Iteration 51Q: 3 clusters Score -1952418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1952421.000000 Penalty: 4767.916016
	Iteration 52Q: 3 clusters Score -1952421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1952424.000000 Penalty: 4767.916016
	Iteration 53Q: 3 clusters Score -1952424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1952429.250000 Penalty: 4767.916016
	Iteration 54Q: 3 clusters Score -1952429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1952434.875000 Penalty: 4767.916016
	Iteration 55Q: 3 clusters Score -1952435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1952441.875000 Penalty: 4767.916016
	Iteration 56Q: 3 clusters Score -1952442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1952445.125000 Penalty: 4767.916016
	Iteration 57Q: 3 clusters Score -1952445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1952448.000000 Penalty: 4767.916016
	Iteration 58Q: 3 clusters Score -1952448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1952448.250000 Penalty: 4767.916016
	Iteration 59Q: 3 clusters Score -1952448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1952448.625000 Penalty: 4767.916016
	Iteration 60F: 3 clusters Score -1952449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1952449.750000 Penalty: 4767.916016
	Iteration 61Q: 3 clusters Score -1952450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1952450.125000 Penalty: 4767.916016
	Iteration 62Q: 3 clusters Score -1952450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1952451.125000 Penalty: 4767.916016
	Iteration 63Q: 3 clusters Score -1952451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1952450.625000 Penalty: 4767.916016
	Iteration 64Q: 3 clusters Score -1952451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1952453.625000 Penalty: 4767.916016
	Iteration 65Q: 3 clusters Score -1952454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1952455.500000 Penalty: 4767.916016
	Iteration 66Q: 3 clusters Score -1952456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1952457.625000 Penalty: 4767.916016
	Iteration 67Q: 3 clusters Score -1952458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1952462.375000 Penalty: 4767.916016
	Iteration 68Q: 3 clusters Score -1952462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1952464.375000 Penalty: 4767.916016
	Iteration 69Q: 3 clusters Score -1952464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1952461.875000 Penalty: 4767.916016
	Iteration 70Q: 3 clusters Score -1952462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1952464.875000 Penalty: 4767.916016
	Iteration 71Q: 3 clusters Score -1952465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1952464.000000 Penalty: 4767.916016
	Iteration 72Q: 3 clusters Score -1952464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1952464.000000 Penalty: 4767.916016
	Iteration 73F: 3 clusters Score -1952464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Entering Unmasked Estep 
Score: -1074461.125000 Penalty: 2226.926514
	Iteration 0F: 2 clusters Score -1074461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1068063.000000 Penalty: 4453.853027
	Iteration 0F: 3 clusters Score -1068063 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1069690.875000 Penalty: 4453.853027
	Iteration 1F: 3 clusters Score -1069691 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1069940.750000 Penalty: 4453.853027
	Iteration 2F: 3 clusters Score -1069941 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1070091.250000 Penalty: 4453.853027
	Iteration 3Q: 3 clusters Score -1070091 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1070211.750000 Penalty: 4453.853027
	Iteration 4Q: 3 clusters Score -1070212 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1070306.250000 Penalty: 4453.853027
	Iteration 5Q: 3 clusters Score -1070306 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1070393.125000 Penalty: 4453.853027
	Iteration 6Q: 3 clusters Score -1070393 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1070479.625000 Penalty: 4453.853027
	Iteration 7Q: 3 clusters Score -1070480 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1070559.875000 Penalty: 4453.853027
	Iteration 8Q: 3 clusters Score -1070560 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1070640.250000 Penalty: 4453.853027
	Iteration 9Q: 3 clusters Score -1070640 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1070714.750000 Penalty: 4453.853027
	Iteration 10Q: 3 clusters Score -1070715 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1070787.000000 Penalty: 4453.853027
	Iteration 11Q: 3 clusters Score -1070787 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1070867.250000 Penalty: 4453.853027
	Iteration 12Q: 3 clusters Score -1070867 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1070955.500000 Penalty: 4453.853027
	Iteration 13Q: 3 clusters Score -1070956 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1071049.750000 Penalty: 4453.853027
	Iteration 14Q: 3 clusters Score -1071050 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1071165.125000 Penalty: 4453.853027
	Iteration 15Q: 3 clusters Score -1071165 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1071290.125000 Penalty: 4453.853027
	Iteration 16Q: 3 clusters Score -1071290 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1071438.250000 Penalty: 4453.853027
	Iteration 17Q: 3 clusters Score -1071438 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1071592.125000 Penalty: 4453.853027
	Iteration 18Q: 3 clusters Score -1071592 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1071761.875000 Penalty: 4453.853027
	Iteration 19Q: 3 clusters Score -1071762 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1071922.250000 Penalty: 4453.853027
	Iteration 20F: 3 clusters Score -1071922 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1072058.750000 Penalty: 4453.853027
	Iteration 21Q: 3 clusters Score -1072059 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1072158.625000 Penalty: 4453.853027
	Iteration 22Q: 3 clusters Score -1072159 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1072247.625000 Penalty: 4453.853027
	Iteration 23Q: 3 clusters Score -1072248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1072313.875000 Penalty: 4453.853027
	Iteration 24Q: 3 clusters Score -1072314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1072375.000000 Penalty: 4453.853027
	Iteration 25Q: 3 clusters Score -1072375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1072420.125000 Penalty: 4453.853027
	Iteration 26Q: 3 clusters Score -1072420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1072454.125000 Penalty: 4453.853027
	Iteration 27Q: 3 clusters Score -1072454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1072479.250000 Penalty: 4453.853027
	Iteration 28Q: 3 clusters Score -1072479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1072501.125000 Penalty: 4453.853027
	Iteration 29Q: 3 clusters Score -1072501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1072520.375000 Penalty: 4453.853027
	Iteration 30Q: 3 clusters Score -1072520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1072531.625000 Penalty: 4453.853027
	Iteration 31Q: 3 clusters Score -1072532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1072539.500000 Penalty: 4453.853027
	Iteration 32Q: 3 clusters Score -1072540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1072546.250000 Penalty: 4453.853027
	Iteration 33Q: 3 clusters Score -1072546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1072550.250000 Penalty: 4453.853027
	Iteration 34Q: 3 clusters Score -1072550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1072556.500000 Penalty: 4453.853027
	Iteration 35Q: 3 clusters Score -1072556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1072561.375000 Penalty: 4453.853027
	Iteration 36Q: 3 clusters Score -1072561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1072562.875000 Penalty: 4453.853027
	Iteration 37Q: 3 clusters Score -1072563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1072565.125000 Penalty: 4453.853027
	Iteration 38Q: 3 clusters Score -1072565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1072569.125000 Penalty: 4453.853027
	Iteration 39Q: 3 clusters Score -1072569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1072570.125000 Penalty: 4453.853027
	Iteration 40F: 3 clusters Score -1072570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1072569.625000 Penalty: 4453.853027
	Iteration 41Q: 3 clusters Score -1072570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1072573.875000 Penalty: 4453.853027
	Iteration 42Q: 3 clusters Score -1072574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1072576.500000 Penalty: 4453.853027
	Iteration 43Q: 3 clusters Score -1072576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1072580.875000 Penalty: 4453.853027
	Iteration 44Q: 3 clusters Score -1072581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1072581.875000 Penalty: 4453.853027
	Iteration 45Q: 3 clusters Score -1072582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1072581.875000 Penalty: 4453.853027
	Iteration 46F: 3 clusters Score -1072582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Entering Unmasked Estep 
Score: -1133901.375000 Penalty: 2268.423096
	Iteration 0F: 2 clusters Score -1133901 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 4729 members 
Entering Unmasked Estep 
Score: -1126581.750000 Penalty: 4536.846191
	Iteration 0F: 3 clusters Score -1126582 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1128744.500000 Penalty: 4536.846191
	Iteration 1F: 3 clusters Score -1128744 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1129102.875000 Penalty: 4536.846191
	Iteration 2F: 3 clusters Score -1129103 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1129334.875000 Penalty: 4536.846191
	Iteration 3F: 3 clusters Score -1129335 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1129529.625000 Penalty: 4536.846191
	Iteration 4Q: 3 clusters Score -1129530 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1129713.500000 Penalty: 4536.846191
	Iteration 5Q: 3 clusters Score -1129714 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1129890.375000 Penalty: 4536.846191
	Iteration 6Q: 3 clusters Score -1129890 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1130049.500000 Penalty: 4536.846191
	Iteration 7Q: 3 clusters Score -1130050 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1130199.500000 Penalty: 4536.846191
	Iteration 8Q: 3 clusters Score -1130200 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1130334.750000 Penalty: 4536.846191
	Iteration 9Q: 3 clusters Score -1130335 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1130444.000000 Penalty: 4536.846191
	Iteration 10Q: 3 clusters Score -1130444 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1130549.625000 Penalty: 4536.846191
	Iteration 11Q: 3 clusters Score -1130550 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1130652.625000 Penalty: 4536.846191
	Iteration 12Q: 3 clusters Score -1130653 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1130743.250000 Penalty: 4536.846191
	Iteration 13Q: 3 clusters Score -1130743 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1130816.250000 Penalty: 4536.846191
	Iteration 14Q: 3 clusters Score -1130816 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1130890.500000 Penalty: 4536.846191
	Iteration 15Q: 3 clusters Score -1130890 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1130960.125000 Penalty: 4536.846191
	Iteration 16Q: 3 clusters Score -1130960 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1131016.125000 Penalty: 4536.846191
	Iteration 17Q: 3 clusters Score -1131016 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1131079.750000 Penalty: 4536.846191
	Iteration 18Q: 3 clusters Score -1131080 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1131141.375000 Penalty: 4536.846191
	Iteration 19Q: 3 clusters Score -1131141 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1131202.625000 Penalty: 4536.846191
	Iteration 20F: 3 clusters Score -1131203 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1131252.000000 Penalty: 4536.846191
	Iteration 21Q: 3 clusters Score -1131252 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1131296.125000 Penalty: 4536.846191
	Iteration 22Q: 3 clusters Score -1131296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1131345.875000 Penalty: 4536.846191
	Iteration 23Q: 3 clusters Score -1131346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1131390.625000 Penalty: 4536.846191
	Iteration 24Q: 3 clusters Score -1131391 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1131430.125000 Penalty: 4536.846191
	Iteration 25Q: 3 clusters Score -1131430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1131485.250000 Penalty: 4536.846191
	Iteration 26Q: 3 clusters Score -1131485 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1131544.125000 Penalty: 4536.846191
	Iteration 27Q: 3 clusters Score -1131544 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1131616.875000 Penalty: 4536.846191
	Iteration 28Q: 3 clusters Score -1131617 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1131692.750000 Penalty: 4536.846191
	Iteration 29Q: 3 clusters Score -1131693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1131760.875000 Penalty: 4536.846191
	Iteration 30Q: 3 clusters Score -1131761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1131810.000000 Penalty: 4536.846191
	Iteration 31Q: 3 clusters Score -1131810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1131852.750000 Penalty: 4536.846191
	Iteration 32Q: 3 clusters Score -1131853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1131898.875000 Penalty: 4536.846191
	Iteration 33Q: 3 clusters Score -1131899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1131939.875000 Penalty: 4536.846191
	Iteration 34Q: 3 clusters Score -1131940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1131974.250000 Penalty: 4536.846191
	Iteration 35Q: 3 clusters Score -1131974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1132001.750000 Penalty: 4536.846191
	Iteration 36Q: 3 clusters Score -1132002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1132017.375000 Penalty: 4536.846191
	Iteration 37Q: 3 clusters Score -1132017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1132034.125000 Penalty: 4536.846191
	Iteration 38Q: 3 clusters Score -1132034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1132051.125000 Penalty: 4536.846191
	Iteration 39Q: 3 clusters Score -1132051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1132070.000000 Penalty: 4536.846191
	Iteration 40F: 3 clusters Score -1132070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1132079.625000 Penalty: 4536.846191
	Iteration 41Q: 3 clusters Score -1132080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1132084.125000 Penalty: 4536.846191
	Iteration 42Q: 3 clusters Score -1132084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1132090.500000 Penalty: 4536.846191
	Iteration 43Q: 3 clusters Score -1132090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1132096.750000 Penalty: 4536.846191
	Iteration 44Q: 3 clusters Score -1132097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1132100.750000 Penalty: 4536.846191
	Iteration 45Q: 3 clusters Score -1132101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1132106.125000 Penalty: 4536.846191
	Iteration 46Q: 3 clusters Score -1132106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1132108.250000 Penalty: 4536.846191
	Iteration 47Q: 3 clusters Score -1132108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1132107.625000 Penalty: 4536.846191
	Iteration 48Q: 3 clusters Score -1132108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1132108.750000 Penalty: 4536.846191
	Iteration 49Q: 3 clusters Score -1132109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1132110.375000 Penalty: 4536.846191
	Iteration 50Q: 3 clusters Score -1132110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1132111.000000 Penalty: 4536.846191
	Iteration 51Q: 3 clusters Score -1132111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1132111.000000 Penalty: 4536.846191
	Iteration 52F: 3 clusters Score -1132111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Entering Unmasked Estep 
Score: -5609219.000000 Penalty: 2646.385010
	Iteration 0F: 2 clusters Score -5609219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -5579974.500000 Penalty: 5292.770020
	Iteration 0F: 3 clusters Score -5579974 nChanged 19785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -5590818.500000 Penalty: 5292.770020
	Iteration 1F: 3 clusters Score -5590818 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -5591423.500000 Penalty: 5292.770020
	Iteration 2Q: 3 clusters Score -5591424 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -5592295.000000 Penalty: 5292.770020
	Iteration 3Q: 3 clusters Score -5592295 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -5593473.500000 Penalty: 5292.770020
	Iteration 4F: 3 clusters Score -5593474 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -5595117.000000 Penalty: 5292.770020
	Iteration 5F: 3 clusters Score -5595117 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -5597538.500000 Penalty: 5292.770020
	Iteration 6F: 3 clusters Score -5597538 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -5600426.500000 Penalty: 5292.770020
	Iteration 7F: 3 clusters Score -5600426 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -5603218.000000 Penalty: 5292.770020
	Iteration 8F: 3 clusters Score -5603218 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5605106.500000 Penalty: 5292.770020
	Iteration 9Q: 3 clusters Score -5605106 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5606050.500000 Penalty: 5292.770020
	Iteration 10Q: 3 clusters Score -5606050 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5606497.500000 Penalty: 5292.770020
	Iteration 11Q: 3 clusters Score -5606498 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5606739.500000 Penalty: 5292.770020
	Iteration 12Q: 3 clusters Score -5606740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5606856.500000 Penalty: 5292.770020
	Iteration 13Q: 3 clusters Score -5606856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5606911.000000 Penalty: 5292.770020
	Iteration 14Q: 3 clusters Score -5606911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5606958.000000 Penalty: 5292.770020
	Iteration 15Q: 3 clusters Score -5606958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5606985.500000 Penalty: 5292.770020
	Iteration 16Q: 3 clusters Score -5606986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5606999.000000 Penalty: 5292.770020
	Iteration 17Q: 3 clusters Score -5606999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5607010.000000 Penalty: 5292.770020
	Iteration 18Q: 3 clusters Score -5607010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5607016.000000 Penalty: 5292.770020
	Iteration 19Q: 3 clusters Score -5607016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5607020.500000 Penalty: 5292.770020
	Iteration 20F: 3 clusters Score -5607020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5607022.500000 Penalty: 5292.770020
	Iteration 21Q: 3 clusters Score -5607022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5607027.500000 Penalty: 5292.770020
	Iteration 22Q: 3 clusters Score -5607028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5607025.500000 Penalty: 5292.770020
	Iteration 23Q: 3 clusters Score -5607026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5607031.000000 Penalty: 5292.770020
	Iteration 24Q: 3 clusters Score -5607031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5607029.000000 Penalty: 5292.770020
	Iteration 25Q: 3 clusters Score -5607029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5607028.500000 Penalty: 5292.770020
	Iteration 26Q: 3 clusters Score -5607028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5607025.500000 Penalty: 5292.770020
	Iteration 27Q: 3 clusters Score -5607026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5607025.500000 Penalty: 5292.770020
	Iteration 28F: 3 clusters Score -5607026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -22952.615234 Penalty: 1327.260864
	Iteration 0F: 2 clusters Score -22952.62 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 111 members 
Entering Unmasked Estep 
Score: -21867.156250 Penalty: 2654.521729
	Iteration 0F: 3 clusters Score -21867.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21971.492188 Penalty: 2654.521729
	Iteration 1F: 3 clusters Score -21971.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21982.785156 Penalty: 2654.521729
	Iteration 2Q: 3 clusters Score -21982.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22003.607422 Penalty: 2654.521729
	Iteration 3Q: 3 clusters Score -22003.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22009.958984 Penalty: 2654.521729
	Iteration 4Q: 3 clusters Score -22009.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22014.623047 Penalty: 2654.521729
	Iteration 5Q: 3 clusters Score -22014.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22014.623047 Penalty: 2654.521729
	Iteration 6F: 3 clusters Score -22014.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -80246.359375 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -80246.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78605.328125 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -78605.33 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78884.851562 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -78884.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79096.757812 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -79096.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79173.195312 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -79173.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79231.695312 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -79231.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79269.851562 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -79269.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79315.039062 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -79315.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79362.125000 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -79362.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79410.406250 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -79410.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79474.265625 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -79474.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79513.843750 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -79513.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79553.687500 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -79553.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79613.734375 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -79613.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79645.859375 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -79645.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79681.406250 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -79681.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79698.148438 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -79698.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79715.750000 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -79715.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79752.710938 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -79752.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79798.687500 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -79798.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79835.976562 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -79835.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79869.937500 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -79869.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79911.562500 Penalty: 3216.379150
	Iteration 21Q: 3 clusters Score -79911.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79941.812500 Penalty: 3216.379150
	Iteration 22Q: 3 clusters Score -79941.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79958.429688 Penalty: 3216.379150
	Iteration 23Q: 3 clusters Score -79958.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79983.289062 Penalty: 3216.379150
	Iteration 24Q: 3 clusters Score -79983.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79994.695312 Penalty: 3216.379150
	Iteration 25Q: 3 clusters Score -79994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80023.578125 Penalty: 3216.379150
	Iteration 26Q: 3 clusters Score -80023.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80023.578125 Penalty: 3216.379150
	Iteration 27F: 3 clusters Score -80023.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Entering Unmasked Estep 
Score: -1280445.750000 Penalty: 2281.446533
	Iteration 0F: 2 clusters Score -1280446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1272813.375000 Penalty: 4562.893066
	Iteration 0F: 3 clusters Score -1272813 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1275112.750000 Penalty: 4562.893066
	Iteration 1F: 3 clusters Score -1275113 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1275576.875000 Penalty: 4562.893066
	Iteration 2F: 3 clusters Score -1275577 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1276018.750000 Penalty: 4562.893066
	Iteration 3F: 3 clusters Score -1276019 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1276465.875000 Penalty: 4562.893066
	Iteration 4F: 3 clusters Score -1276466 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1276903.750000 Penalty: 4562.893066
	Iteration 5F: 3 clusters Score -1276904 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1277264.750000 Penalty: 4562.893066
	Iteration 6F: 3 clusters Score -1277265 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1277599.250000 Penalty: 4562.893066
	Iteration 7Q: 3 clusters Score -1277599 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1277911.375000 Penalty: 4562.893066
	Iteration 8Q: 3 clusters Score -1277911 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1278191.375000 Penalty: 4562.893066
	Iteration 9Q: 3 clusters Score -1278191 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1278435.250000 Penalty: 4562.893066
	Iteration 10Q: 3 clusters Score -1278435 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1278655.125000 Penalty: 4562.893066
	Iteration 11Q: 3 clusters Score -1278655 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1278825.750000 Penalty: 4562.893066
	Iteration 12Q: 3 clusters Score -1278826 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1278930.250000 Penalty: 4562.893066
	Iteration 13Q: 3 clusters Score -1278930 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1279034.000000 Penalty: 4562.893066
	Iteration 14Q: 3 clusters Score -1279034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1279103.250000 Penalty: 4562.893066
	Iteration 15Q: 3 clusters Score -1279103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1279135.750000 Penalty: 4562.893066
	Iteration 16Q: 3 clusters Score -1279136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1279171.000000 Penalty: 4562.893066
	Iteration 17Q: 3 clusters Score -1279171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1279191.000000 Penalty: 4562.893066
	Iteration 18Q: 3 clusters Score -1279191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1279210.750000 Penalty: 4562.893066
	Iteration 19Q: 3 clusters Score -1279211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1279222.375000 Penalty: 4562.893066
	Iteration 20F: 3 clusters Score -1279222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1279226.125000 Penalty: 4562.893066
	Iteration 21Q: 3 clusters Score -1279226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1279232.250000 Penalty: 4562.893066
	Iteration 22Q: 3 clusters Score -1279232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1279240.750000 Penalty: 4562.893066
	Iteration 23Q: 3 clusters Score -1279241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1279248.750000 Penalty: 4562.893066
	Iteration 24Q: 3 clusters Score -1279249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1279252.250000 Penalty: 4562.893066
	Iteration 25Q: 3 clusters Score -1279252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1279251.125000 Penalty: 4562.893066
	Iteration 26Q: 3 clusters Score -1279251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1279258.375000 Penalty: 4562.893066
	Iteration 27Q: 3 clusters Score -1279258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1279258.750000 Penalty: 4562.893066
	Iteration 28Q: 3 clusters Score -1279259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1279259.250000 Penalty: 4562.893066
	Iteration 29Q: 3 clusters Score -1279259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1279260.625000 Penalty: 4562.893066
	Iteration 30Q: 3 clusters Score -1279261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1279264.875000 Penalty: 4562.893066
	Iteration 31Q: 3 clusters Score -1279265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1279268.875000 Penalty: 4562.893066
	Iteration 32Q: 3 clusters Score -1279269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1279269.000000 Penalty: 4562.893066
	Iteration 33Q: 3 clusters Score -1279269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1279272.500000 Penalty: 4562.893066
	Iteration 34Q: 3 clusters Score -1279272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1279270.750000 Penalty: 4562.893066
	Iteration 35Q: 3 clusters Score -1279271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1279274.500000 Penalty: 4562.893066
	Iteration 36Q: 3 clusters Score -1279274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1279276.750000 Penalty: 4562.893066
	Iteration 37Q: 3 clusters Score -1279277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1279281.125000 Penalty: 4562.893066
	Iteration 38Q: 3 clusters Score -1279281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1279278.750000 Penalty: 4562.893066
	Iteration 39Q: 3 clusters Score -1279279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1279278.500000 Penalty: 4562.893066
	Iteration 40F: 3 clusters Score -1279278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1279277.625000 Penalty: 4562.893066
	Iteration 41Q: 3 clusters Score -1279278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1279282.625000 Penalty: 4562.893066
	Iteration 42Q: 3 clusters Score -1279283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1279281.125000 Penalty: 4562.893066
	Iteration 43Q: 3 clusters Score -1279281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1279286.125000 Penalty: 4562.893066
	Iteration 44Q: 3 clusters Score -1279286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1279286.125000 Penalty: 4562.893066
	Iteration 45Q: 3 clusters Score -1279286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1279286.125000 Penalty: 4562.893066
	Iteration 46Q: 3 clusters Score -1279286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1279286.750000 Penalty: 4562.893066
	Iteration 47Q: 3 clusters Score -1279287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1279286.000000 Penalty: 4562.893066
	Iteration 48Q: 3 clusters Score -1279286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1279286.000000 Penalty: 4562.893066
	Iteration 49F: 3 clusters Score -1279286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -116437.242188 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -116437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114559.195312 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -114559.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -114817.906250 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -114817.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -114912.421875 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -114912.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -114960.843750 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -114960.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114998.664062 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -114998.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115037.781250 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -115037.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115078.929688 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -115078.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -115103.226562 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -115103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115112.937500 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -115112.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115118.656250 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -115118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115118.656250 Penalty: 3405.481934
	Iteration 10F: 3 clusters Score -115118.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -98674.070312 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -98674.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96903.554688 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -96903.55 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -97203.070312 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -97203.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -97304.242188 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -97304.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -97372.945312 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -97372.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97424.445312 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -97424.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97485.398438 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -97485.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97549.476562 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -97549.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97610.164062 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -97610.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97639.468750 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -97639.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -97660.140625 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -97660.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97677.000000 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -97677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -97688.656250 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -97688.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97701.343750 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -97701.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -97721.164062 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -97721.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -97736.476562 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -97736.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -97738.804688 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -97738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -97743.312500 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -97743.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -97745.031250 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -97745.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -97745.031250 Penalty: 3337.399902
	Iteration 18F: 3 clusters Score -97745.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -68478.234375 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -68478.23 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 296 members 
Entering Unmasked Estep 
Score: -66868.632812 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -66868.63 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67090.750000 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -67090.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67195.046875 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -67195.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67284.929688 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -67284.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67381.640625 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -67381.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67484.531250 Penalty: 3162.012207
	Iteration 5F: 3 clusters Score -67484.53 nChanged 31
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: -67571.773438 Penalty: 3162.012207
	Iteration 6F: 3 clusters Score -67571.77 nChanged 23
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: -67640.351562 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -67640.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67702.406250 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -67702.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67751.312500 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -67751.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67808.546875 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -67808.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67888.796875 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -67888.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -67998.343750 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -67998.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -68076.210938 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -68076.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -68129.273438 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -68129.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -68150.218750 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -68150.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -68168.460938 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -68168.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -68181.546875 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -68181.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -68216.328125 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -68216.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -68278.734375 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -68278.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -68424.171875 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -68424.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68616.375000 Penalty: 3162.012207
	Iteration 21Q: 3 clusters Score -68616.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68724.914062 Penalty: 3162.012207
	Iteration 22Q: 3 clusters Score -68724.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68745.429688 Penalty: 3162.012207
	Iteration 23Q: 3 clusters Score -68745.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68745.429688 Penalty: 3162.012207
	Iteration 24F: 3 clusters Score -68745.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 19482 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 10 contains 14954 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 139694 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 741 members 
Mstep: Class 23 contains 169 members 
Entering Unmasked Estep 
Score: -42899660.000000 Penalty: 72583.757812
Splitting cluster 19 changes total score from -42900968.000000 to -42899660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (139694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139694 members 
Entering Unmasked Estep 
Score: -18329714.000000 Penalty: 2938.108154
	Iteration 0F: 2 clusters Score -1.832971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -18237080.000000 Penalty: 5876.216309
	Iteration 0F: 3 clusters Score -1.823708e+07 nChanged 66587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -18275878.000000 Penalty: 5876.216309
	Iteration 1F: 3 clusters Score -1.827588e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -18277032.000000 Penalty: 5876.216309
	Iteration 2Q: 3 clusters Score -1.827703e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -18278488.000000 Penalty: 5876.216309
	Iteration 3Q: 3 clusters Score -1.827849e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -18280546.000000 Penalty: 5876.216309
	Iteration 4Q: 3 clusters Score -1.828055e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -18283504.000000 Penalty: 5876.216309
	Iteration 5Q: 3 clusters Score -1.82835e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -18287884.000000 Penalty: 5876.216309
	Iteration 6F: 3 clusters Score -1.828788e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -18293886.000000 Penalty: 5876.216309
	Iteration 7F: 3 clusters Score -1.829389e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 110126 members 
Entering Unmasked Estep 
Score: -18301646.000000 Penalty: 5876.216309
	Iteration 8F: 3 clusters Score -1.830165e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 119951 members 
Entering Unmasked Estep 
Score: -18309796.000000 Penalty: 5876.216309
	Iteration 9F: 3 clusters Score -1.83098e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -18316950.000000 Penalty: 5876.216309
	Iteration 10F: 3 clusters Score -1.831695e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 133756 members 
Entering Unmasked Estep 
Score: -18322072.000000 Penalty: 5876.216309
	Iteration 11Q: 3 clusters Score -1.832207e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 136869 members 
Entering Unmasked Estep 
Score: -18324720.000000 Penalty: 5876.216309
	Iteration 12Q: 3 clusters Score -1.832472e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 138305 members 
Entering Unmasked Estep 
Score: -18326012.000000 Penalty: 5876.216309
	Iteration 13Q: 3 clusters Score -1.832601e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 138883 members 
Entering Unmasked Estep 
Score: -18326574.000000 Penalty: 5876.216309
	Iteration 14Q: 3 clusters Score -1.832657e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 139107 members 
Entering Unmasked Estep 
Score: -18326818.000000 Penalty: 5876.216309
	Iteration 15Q: 3 clusters Score -1.832682e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 139197 members 
Entering Unmasked Estep 
Score: -18326934.000000 Penalty: 5876.216309
	Iteration 16Q: 3 clusters Score -1.832693e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 139242 members 
Entering Unmasked Estep 
Score: -18327004.000000 Penalty: 5876.216309
	Iteration 17Q: 3 clusters Score -1.8327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 139258 members 
Entering Unmasked Estep 
Score: -18327020.000000 Penalty: 5876.216309
	Iteration 18Q: 3 clusters Score -1.832702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 139273 members 
Entering Unmasked Estep 
Score: -18327034.000000 Penalty: 5876.216309
	Iteration 19Q: 3 clusters Score -1.832703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 139284 members 
Entering Unmasked Estep 
Score: -18327048.000000 Penalty: 5876.216309
	Iteration 20F: 3 clusters Score -1.832705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 139294 members 
Entering Unmasked Estep 
Score: -18327052.000000 Penalty: 5876.216309
	Iteration 21Q: 3 clusters Score -1.832705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -18327086.000000 Penalty: 5876.216309
	Iteration 22Q: 3 clusters Score -1.832709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 139306 members 
Entering Unmasked Estep 
Score: -18327104.000000 Penalty: 5876.216309
	Iteration 23Q: 3 clusters Score -1.83271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 139315 members 
Entering Unmasked Estep 
Score: -18327118.000000 Penalty: 5876.216309
	Iteration 24Q: 3 clusters Score -1.832712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 139320 members 
Entering Unmasked Estep 
Score: -18327120.000000 Penalty: 5876.216309
	Iteration 25Q: 3 clusters Score -1.832712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 139324 members 
Entering Unmasked Estep 
Score: -18327126.000000 Penalty: 5876.216309
	Iteration 26Q: 3 clusters Score -1.832713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 139328 members 
Entering Unmasked Estep 
Score: -18327138.000000 Penalty: 5876.216309
	Iteration 27Q: 3 clusters Score -1.832714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 139334 members 
Entering Unmasked Estep 
Score: -18327138.000000 Penalty: 5876.216309
	Iteration 28Q: 3 clusters Score -1.832714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 139336 members 
Entering Unmasked Estep 
Score: -18327150.000000 Penalty: 5876.216309
	Iteration 29Q: 3 clusters Score -1.832715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 139336 members 
Entering Unmasked Estep 
Score: -18327144.000000 Penalty: 5876.216309
	Iteration 30Q: 3 clusters Score -1.832714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 139338 members 
Entering Unmasked Estep 
Score: -18327146.000000 Penalty: 5876.216309
	Iteration 31Q: 3 clusters Score -1.832715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 139339 members 
Entering Unmasked Estep 
Score: -18327146.000000 Penalty: 5876.216309
	Iteration 32Q: 3 clusters Score -1.832715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 139340 members 
Entering Unmasked Estep 
Score: -18327144.000000 Penalty: 5876.216309
	Iteration 33Q: 3 clusters Score -1.832714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 139340 members 
Entering Unmasked Estep 
Score: -18327144.000000 Penalty: 5876.216309
	Iteration 34F: 3 clusters Score -1.832714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -909857.750000 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -909857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -904055.187500 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -904055.2 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -905443.250000 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -905443.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -905661.687500 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -905661.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -905795.062500 Penalty: 4393.962402
	Iteration 3Q: 3 clusters Score -905795.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -905902.812500 Penalty: 4393.962402
	Iteration 4Q: 3 clusters Score -905902.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -906014.187500 Penalty: 4393.962402
	Iteration 5Q: 3 clusters Score -906014.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -906101.312500 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -906101.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -906175.000000 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -906175 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -906240.500000 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -906240.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -906303.562500 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -906303.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -906365.937500 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -906365.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -906439.562500 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -906439.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -906508.375000 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -906508.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -906580.062500 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -906580.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -906661.187500 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -906661.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -906750.500000 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -906750.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -906856.312500 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -906856.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -906968.000000 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -906968 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -907087.500000 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -907087.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -907195.812500 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -907195.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -907299.125000 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -907299.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -907413.875000 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -907413.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -907509.687500 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -907509.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -907605.062500 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -907605.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -907691.250000 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -907691.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -907760.062500 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -907760.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -907827.125000 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -907827.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -907872.500000 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -907872.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -907901.625000 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -907901.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -907927.750000 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -907927.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -907953.625000 Penalty: 4393.962402
	Iteration 30Q: 3 clusters Score -907953.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -907978.437500 Penalty: 4393.962402
	Iteration 31Q: 3 clusters Score -907978.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -907995.687500 Penalty: 4393.962402
	Iteration 32Q: 3 clusters Score -907995.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -908018.562500 Penalty: 4393.962402
	Iteration 33Q: 3 clusters Score -908018.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -908032.000000 Penalty: 4393.962402
	Iteration 34Q: 3 clusters Score -908032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -908042.812500 Penalty: 4393.962402
	Iteration 35Q: 3 clusters Score -908042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -908051.625000 Penalty: 4393.962402
	Iteration 36Q: 3 clusters Score -908051.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -908054.062500 Penalty: 4393.962402
	Iteration 37Q: 3 clusters Score -908054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -908058.937500 Penalty: 4393.962402
	Iteration 38Q: 3 clusters Score -908058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -908061.812500 Penalty: 4393.962402
	Iteration 39Q: 3 clusters Score -908061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -908062.250000 Penalty: 4393.962402
	Iteration 40F: 3 clusters Score -908062.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -89357.765625 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -89357.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87579.359375 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -87579.36 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87836.007812 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -87836.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87918.796875 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -87918.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87947.554688 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -87947.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87956.835938 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -87956.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87972.781250 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -87972.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87981.726562 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -87981.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87989.023438 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -87989.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87992.562500 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -87992.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87994.960938 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -87994.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87994.960938 Penalty: 3277.568359
	Iteration 10F: 3 clusters Score -87994.96 nChanged 0
--- Evaluating fit on full set of 1008198 points ---
Entering Unmasked Estep 
Score: -128740808.000000 Penalty: 75421.968750
23->23 Clusters: Score -128740808.000000, best is -128828864.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 336066 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14631 members 
Mstep: Class 3 contains 14590 members 
Mstep: Class 4 contains 14709 members 
Mstep: Class 5 contains 14684 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 14740 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 14747 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 14658 members 
Mstep: Class 12 contains 14646 members 
Mstep: Class 13 contains 14623 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 14391 members 
Mstep: Class 16 contains 14495 members 
Mstep: Class 17 contains 14712 members 
Mstep: Class 18 contains 14592 members 
Mstep: Class 19 contains 14619 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 14701 members 
Mstep: Class 22 contains 14511 members 
Mstep: Class 23 contains 14597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 391.615875 but Gain 3155.812500
Score: -40606560.000000 Penalty: 69427.945312
Iteration 0F: 23 clusters Score -4.060656e+07 nChanged 319394
Entering Unmasked Mstep 
Mstep: Class 0 contains 1175 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 15823 members 
Mstep: Class 3 contains 10266 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 17716 members 
Mstep: Class 6 contains 7464 members 
Mstep: Class 7 contains 30212 members 
Mstep: Class 8 contains 10263 members 
Mstep: Class 9 contains 16746 members 
Mstep: Class 10 contains 13422 members 
Mstep: Class 11 contains 12447 members 
Mstep: Class 12 contains 23826 members 
Mstep: Class 13 contains 12422 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 15327 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 13872 members 
Mstep: Class 19 contains 12263 members 
Mstep: Class 20 contains 49862 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 23 contains 8288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2304.780273 but Gain 3155.812500
Score: -41926456.000000 Penalty: 66272.132812
Iteration 1F: 22 clusters Score -4.192646e+07 nChanged 151137
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 17342 members 
Mstep: Class 3 contains 4782 members 
Mstep: Class 4 contains 9185 members 
Mstep: Class 5 contains 18400 members 
Mstep: Class 6 contains 7493 members 
Mstep: Class 7 contains 42092 members 
Mstep: Class 8 contains 7733 members 
Mstep: Class 9 contains 22066 members 
Mstep: Class 10 contains 18852 members 
Mstep: Class 11 contains 3865 members 
Mstep: Class 12 contains 26853 members 
Mstep: Class 13 contains 7674 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 15269 members 
Mstep: Class 16 contains 16993 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 22389 members 
Mstep: Class 20 contains 71447 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 23 contains 8161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1240.109863 but Gain 3155.820312
Score: -42434676.000000 Penalty: 63116.312500
Iteration 2F: 21 clusters Score -4.243468e+07 nChanged 99254
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 14839 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 8410 members 
Mstep: Class 5 contains 11677 members 
Mstep: Class 6 contains 8036 members 
Mstep: Class 7 contains 41984 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 20830 members 
Mstep: Class 10 contains 20538 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 26047 members 
Mstep: Class 13 contains 5388 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 20055 members 
Mstep: Class 16 contains 12527 members 
Mstep: Class 19 contains 31246 members 
Mstep: Class 20 contains 84087 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 23 contains 10024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2417.555420 but Gain 3155.812500
Score: -42634124.000000 Penalty: 59960.500000
Iteration 3F: 20 clusters Score -4.263412e+07 nChanged 70282
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 12024 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 7273 members 
Mstep: Class 7 contains 38226 members 
Mstep: Class 8 contains 6705 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 23945 members 
Mstep: Class 13 contains 4313 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 28165 members 
Mstep: Class 16 contains 12183 members 
Mstep: Class 19 contains 35565 members 
Mstep: Class 20 contains 90804 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 23 contains 13042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42727116.000000 Penalty: 59960.500000
Iteration 4F: 20 clusters Score -4.272712e+07 nChanged 48606
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9936 members 
Mstep: Class 4 contains 10887 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 6164 members 
Mstep: Class 7 contains 34635 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 16995 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 832 members 
Mstep: Class 12 contains 20825 members 
Mstep: Class 13 contains 4548 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 34376 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 19 contains 36484 members 
Mstep: Class 20 contains 98245 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 23 contains 14172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42777216.000000 Penalty: 59960.500000
Iteration 5F: 20 clusters Score -4.277722e+07 nChanged 36892
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8885 members 
Mstep: Class 4 contains 13239 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 7 contains 31118 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 15871 members 
Mstep: Class 10 contains 9341 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 17511 members 
Mstep: Class 13 contains 4993 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 38285 members 
Mstep: Class 16 contains 12508 members 
Mstep: Class 19 contains 36152 members 
Mstep: Class 20 contains 107246 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 23 contains 14264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42807972.000000 Penalty: 59960.500000
Iteration 6F: 20 clusters Score -4.280797e+07 nChanged 27488
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8553 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 4244 members 
Mstep: Class 7 contains 27761 members 
Mstep: Class 8 contains 8169 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 5823 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 14613 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 40689 members 
Mstep: Class 16 contains 12368 members 
Mstep: Class 19 contains 35658 members 
Mstep: Class 20 contains 115030 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 23 contains 14127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42827940.000000 Penalty: 59960.500000
Iteration 7F: 20 clusters Score -4.282794e+07 nChanged 20642
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8372 members 
Mstep: Class 4 contains 16388 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 24769 members 
Mstep: Class 8 contains 8426 members 
Mstep: Class 9 contains 15940 members 
Mstep: Class 10 contains 3795 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 12415 members 
Mstep: Class 13 contains 5596 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 42150 members 
Mstep: Class 16 contains 12065 members 
Mstep: Class 19 contains 35147 members 
Mstep: Class 20 contains 120735 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 23 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3068.570557 but Gain 3155.816406
Score: -42841144.000000 Penalty: 56804.683594
Iteration 8F: 19 clusters Score -4.284114e+07 nChanged 18311
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8327 members 
Mstep: Class 4 contains 17823 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 22259 members 
Mstep: Class 8 contains 8667 members 
Mstep: Class 9 contains 16654 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 5725 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 42968 members 
Mstep: Class 16 contains 11894 members 
Mstep: Class 19 contains 34541 members 
Mstep: Class 20 contains 125141 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 23 contains 13713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42853940.000000 Penalty: 56804.683594
Iteration 9F: 19 clusters Score -4.285394e+07 nChanged 13605
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 19926 members 
Mstep: Class 8 contains 8727 members 
Mstep: Class 9 contains 17577 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 10747 members 
Mstep: Class 13 contains 5766 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 43455 members 
Mstep: Class 16 contains 11360 members 
Mstep: Class 19 contains 33556 members 
Mstep: Class 20 contains 127619 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 23 contains 13512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3137.487793 but Gain 3155.816406
Score: -42862764.000000 Penalty: 53648.867188
Iteration 10Q: 18 clusters Score -4.286276e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7948 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 18610 members 
Mstep: Class 8 contains 8776 members 
Mstep: Class 9 contains 18565 members 
Mstep: Class 11 contains 1065 members 
Mstep: Class 12 contains 10164 members 
Mstep: Class 13 contains 5783 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 43757 members 
Mstep: Class 16 contains 10887 members 
Mstep: Class 19 contains 32476 members 
Mstep: Class 20 contains 130349 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 23 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42872936.000000 Penalty: 53648.867188
Iteration 11Q: 18 clusters Score -4.287294e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7754 members 
Mstep: Class 4 contains 22215 members 
Mstep: Class 6 contains 2734 members 
Mstep: Class 7 contains 17248 members 
Mstep: Class 8 contains 8762 members 
Mstep: Class 9 contains 19642 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 9616 members 
Mstep: Class 13 contains 5841 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 43964 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 19 contains 31743 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 23 contains 13121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42877900.000000 Penalty: 53648.867188
Iteration 12Q: 18 clusters Score -4.28779e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7652 members 
Mstep: Class 4 contains 22886 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 16153 members 
Mstep: Class 8 contains 8723 members 
Mstep: Class 9 contains 20724 members 
Mstep: Class 11 contains 1145 members 
Mstep: Class 12 contains 9221 members 
Mstep: Class 13 contains 5902 members 
Mstep: Class 14 contains 328 members 
Mstep: Class 15 contains 44060 members 
Mstep: Class 16 contains 10192 members 
Mstep: Class 19 contains 31232 members 
Mstep: Class 20 contains 131743 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 23 contains 12949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42881588.000000 Penalty: 53648.867188
Iteration 13Q: 18 clusters Score -4.288159e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 7603 members 
Mstep: Class 4 contains 23282 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 15341 members 
Mstep: Class 8 contains 8676 members 
Mstep: Class 9 contains 21835 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 8952 members 
Mstep: Class 13 contains 5944 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 44114 members 
Mstep: Class 16 contains 9964 members 
Mstep: Class 19 contains 30845 members 
Mstep: Class 20 contains 131834 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 23 contains 12783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42884388.000000 Penalty: 53648.867188
Iteration 14Q: 18 clusters Score -4.288439e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7554 members 
Mstep: Class 4 contains 23538 members 
Mstep: Class 6 contains 2641 members 
Mstep: Class 7 contains 14697 members 
Mstep: Class 8 contains 8640 members 
Mstep: Class 9 contains 23033 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 8851 members 
Mstep: Class 13 contains 5984 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 44156 members 
Mstep: Class 16 contains 9738 members 
Mstep: Class 19 contains 30552 members 
Mstep: Class 20 contains 131516 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 23 contains 12663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42886704.000000 Penalty: 53648.867188
Iteration 15Q: 18 clusters Score -4.28867e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 4 contains 23696 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 14183 members 
Mstep: Class 8 contains 8608 members 
Mstep: Class 9 contains 24287 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 8840 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 44193 members 
Mstep: Class 16 contains 9553 members 
Mstep: Class 19 contains 30307 members 
Mstep: Class 20 contains 130943 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 23 contains 12580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888840.000000 Penalty: 53648.867188
Iteration 16Q: 18 clusters Score -4.288884e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 4 contains 23794 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 8570 members 
Mstep: Class 9 contains 25548 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 6049 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 44237 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 19 contains 30108 members 
Mstep: Class 20 contains 130121 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890008.000000 Penalty: 53648.867188
Iteration 17Q: 18 clusters Score -4.289001e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 4 contains 23875 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 13649 members 
Mstep: Class 8 contains 8536 members 
Mstep: Class 9 contains 26800 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 8907 members 
Mstep: Class 13 contains 6098 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 44284 members 
Mstep: Class 16 contains 9211 members 
Mstep: Class 19 contains 29936 members 
Mstep: Class 20 contains 129193 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891356.000000 Penalty: 53648.867188
Iteration 18Q: 18 clusters Score -4.289136e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 4 contains 23959 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 13589 members 
Mstep: Class 8 contains 8520 members 
Mstep: Class 9 contains 28008 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 8943 members 
Mstep: Class 13 contains 6163 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 44313 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 19 contains 29807 members 
Mstep: Class 20 contains 128093 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892636.000000 Penalty: 53648.867188
Iteration 19Q: 18 clusters Score -4.289264e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 4 contains 23997 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 13592 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 29277 members 
Mstep: Class 11 contains 1254 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 254 members 
Mstep: Class 15 contains 44337 members 
Mstep: Class 16 contains 8959 members 
Mstep: Class 19 contains 29690 members 
Mstep: Class 20 contains 126843 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893684.000000 Penalty: 53648.867188
Iteration 20F: 18 clusters Score -4.289368e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 6651 members 
Mstep: Class 4 contains 23983 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 30570 members 
Mstep: Class 11 contains 1262 members 
Mstep: Class 12 contains 9018 members 
Mstep: Class 13 contains 6276 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 44367 members 
Mstep: Class 16 contains 8814 members 
Mstep: Class 19 contains 29575 members 
Mstep: Class 20 contains 125559 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42894672.000000 Penalty: 53648.867188
Iteration 21Q: 18 clusters Score -4.289467e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 4 contains 23962 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 13724 members 
Mstep: Class 8 contains 8344 members 
Mstep: Class 9 contains 31829 members 
Mstep: Class 11 contains 1270 members 
Mstep: Class 12 contains 9065 members 
Mstep: Class 13 contains 6301 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 15 contains 44384 members 
Mstep: Class 16 contains 8703 members 
Mstep: Class 19 contains 29471 members 
Mstep: Class 20 contains 124330 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42895476.000000 Penalty: 53648.867188
Iteration 22Q: 18 clusters Score -4.289548e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 8322 members 
Mstep: Class 9 contains 32969 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 9080 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 245 members 
Mstep: Class 15 contains 44426 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 19 contains 29380 members 
Mstep: Class 20 contains 123140 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42896288.000000 Penalty: 53648.867188
Iteration 23Q: 18 clusters Score -4.289629e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 4 contains 23990 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 13995 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 34025 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 9108 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 44431 members 
Mstep: Class 16 contains 8506 members 
Mstep: Class 19 contains 29286 members 
Mstep: Class 20 contains 122055 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42896700.000000 Penalty: 53648.867188
Iteration 24Q: 18 clusters Score -4.28967e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 6172 members 
Mstep: Class 4 contains 24018 members 
Mstep: Class 6 contains 2532 members 
Mstep: Class 7 contains 14099 members 
Mstep: Class 8 contains 8291 members 
Mstep: Class 9 contains 34980 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 9143 members 
Mstep: Class 13 contains 6350 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 44437 members 
Mstep: Class 16 contains 8416 members 
Mstep: Class 19 contains 29213 members 
Mstep: Class 20 contains 121046 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897096.000000 Penalty: 53648.867188
Iteration 25Q: 18 clusters Score -4.28971e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 4 contains 24062 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 14185 members 
Mstep: Class 8 contains 8275 members 
Mstep: Class 9 contains 35882 members 
Mstep: Class 11 contains 1277 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 44456 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 19 contains 29123 members 
Mstep: Class 20 contains 120114 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897456.000000 Penalty: 53648.867188
Iteration 26Q: 18 clusters Score -4.289746e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 4 contains 24120 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 8257 members 
Mstep: Class 9 contains 36712 members 
Mstep: Class 11 contains 1279 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 6382 members 
Mstep: Class 14 contains 245 members 
Mstep: Class 15 contains 44456 members 
Mstep: Class 16 contains 8258 members 
Mstep: Class 19 contains 29054 members 
Mstep: Class 20 contains 119240 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897640.000000 Penalty: 53648.867188
Iteration 27Q: 18 clusters Score -4.289764e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 4 contains 24151 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 8227 members 
Mstep: Class 9 contains 37450 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 9190 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 44445 members 
Mstep: Class 16 contains 8185 members 
Mstep: Class 19 contains 29008 members 
Mstep: Class 20 contains 118444 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897952.000000 Penalty: 53648.867188
Iteration 28Q: 18 clusters Score -4.289795e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 4 contains 24198 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 14373 members 
Mstep: Class 8 contains 8195 members 
Mstep: Class 9 contains 38120 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44442 members 
Mstep: Class 16 contains 8146 members 
Mstep: Class 19 contains 28943 members 
Mstep: Class 20 contains 117733 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42897996.000000 Penalty: 53648.867188
Iteration 29Q: 18 clusters Score -4.2898e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5848 members 
Mstep: Class 4 contains 24218 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 14410 members 
Mstep: Class 8 contains 8155 members 
Mstep: Class 9 contains 38730 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 9219 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44428 members 
Mstep: Class 16 contains 8109 members 
Mstep: Class 19 contains 28883 members 
Mstep: Class 20 contains 117118 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898044.000000 Penalty: 53648.867188
Iteration 30Q: 18 clusters Score -4.289804e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 4 contains 24235 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14441 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 39259 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 9242 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44427 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 19 contains 28831 members 
Mstep: Class 20 contains 116546 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898320.000000 Penalty: 53648.867188
Iteration 31Q: 18 clusters Score -4.289832e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5798 members 
Mstep: Class 4 contains 24248 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 14482 members 
Mstep: Class 8 contains 8068 members 
Mstep: Class 9 contains 39700 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 6417 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44424 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 19 contains 28800 members 
Mstep: Class 20 contains 116029 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898372.000000 Penalty: 53648.867188
Iteration 32Q: 18 clusters Score -4.289837e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 5789 members 
Mstep: Class 4 contains 24262 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 8034 members 
Mstep: Class 9 contains 40093 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 6422 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44425 members 
Mstep: Class 16 contains 8049 members 
Mstep: Class 19 contains 28767 members 
Mstep: Class 20 contains 115593 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898596.000000 Penalty: 53648.867188
Iteration 33Q: 18 clusters Score -4.28986e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 5780 members 
Mstep: Class 4 contains 24276 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14516 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 40491 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 9222 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44410 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 19 contains 28735 members 
Mstep: Class 20 contains 115159 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898588.000000 Penalty: 53648.867188
Iteration 34Q: 18 clusters Score -4.289859e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 5763 members 
Mstep: Class 4 contains 24294 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 14520 members 
Mstep: Class 8 contains 7991 members 
Mstep: Class 9 contains 40872 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 9214 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44403 members 
Mstep: Class 16 contains 8024 members 
Mstep: Class 19 contains 28697 members 
Mstep: Class 20 contains 114753 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42898704.000000 Penalty: 53648.867188
Iteration 35Q: 18 clusters Score -4.28987e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 4 contains 24304 members 
Mstep: Class 6 contains 2483 members 
Mstep: Class 7 contains 14532 members 
Mstep: Class 8 contains 7966 members 
Mstep: Class 9 contains 41237 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 9203 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44406 members 
Mstep: Class 16 contains 8009 members 
Mstep: Class 19 contains 28660 members 
Mstep: Class 20 contains 114369 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899020.000000 Penalty: 53648.867188
Iteration 36Q: 18 clusters Score -4.289902e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5754 members 
Mstep: Class 4 contains 24309 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 14543 members 
Mstep: Class 8 contains 7951 members 
Mstep: Class 9 contains 41538 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 6472 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44399 members 
Mstep: Class 16 contains 7996 members 
Mstep: Class 19 contains 28619 members 
Mstep: Class 20 contains 114034 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899024.000000 Penalty: 53648.867188
Iteration 37Q: 18 clusters Score -4.289902e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 4 contains 24318 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 14556 members 
Mstep: Class 8 contains 7929 members 
Mstep: Class 9 contains 41808 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 9207 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44385 members 
Mstep: Class 16 contains 7986 members 
Mstep: Class 19 contains 28589 members 
Mstep: Class 20 contains 113745 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899064.000000 Penalty: 53648.867188
Iteration 38Q: 18 clusters Score -4.289906e+07 nChanged 635
Entering ConstructFrom: 
Score: -42899064.000000 Penalty: 53648.867188
Entering ConstructFrom: 
Trying to split cluster 1 (13574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Entering Unmasked Estep 
Score: -1759736.750000 Penalty: 2359.946045
	Iteration 0F: 2 clusters Score -1759737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1749815.250000 Penalty: 4719.892090
	Iteration 0F: 3 clusters Score -1749815 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1752886.750000 Penalty: 4719.892090
	Iteration 1F: 3 clusters Score -1752887 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1753197.125000 Penalty: 4719.892090
	Iteration 2F: 3 clusters Score -1753197 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1753444.875000 Penalty: 4719.892090
	Iteration 3Q: 3 clusters Score -1753445 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1753641.625000 Penalty: 4719.892090
	Iteration 4Q: 3 clusters Score -1753642 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1753816.875000 Penalty: 4719.892090
	Iteration 5Q: 3 clusters Score -1753817 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1753994.500000 Penalty: 4719.892090
	Iteration 6Q: 3 clusters Score -1753994 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1754140.625000 Penalty: 4719.892090
	Iteration 7Q: 3 clusters Score -1754141 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1754286.500000 Penalty: 4719.892090
	Iteration 8Q: 3 clusters Score -1754286 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1754458.375000 Penalty: 4719.892090
	Iteration 9Q: 3 clusters Score -1754458 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1754659.875000 Penalty: 4719.892090
	Iteration 10Q: 3 clusters Score -1754660 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1754879.625000 Penalty: 4719.892090
	Iteration 11Q: 3 clusters Score -1754880 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1755116.250000 Penalty: 4719.892090
	Iteration 12Q: 3 clusters Score -1755116 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1755357.125000 Penalty: 4719.892090
	Iteration 13Q: 3 clusters Score -1755357 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1755597.500000 Penalty: 4719.892090
	Iteration 14Q: 3 clusters Score -1755598 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1755840.625000 Penalty: 4719.892090
	Iteration 15Q: 3 clusters Score -1755841 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1756032.125000 Penalty: 4719.892090
	Iteration 16Q: 3 clusters Score -1756032 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1756176.000000 Penalty: 4719.892090
	Iteration 17Q: 3 clusters Score -1756176 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1756299.500000 Penalty: 4719.892090
	Iteration 18Q: 3 clusters Score -1756300 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1756391.625000 Penalty: 4719.892090
	Iteration 19Q: 3 clusters Score -1756392 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1756441.625000 Penalty: 4719.892090
	Iteration 20F: 3 clusters Score -1756442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1756500.875000 Penalty: 4719.892090
	Iteration 21Q: 3 clusters Score -1756501 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1756552.250000 Penalty: 4719.892090
	Iteration 22Q: 3 clusters Score -1756552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1756595.500000 Penalty: 4719.892090
	Iteration 23Q: 3 clusters Score -1756596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1756627.875000 Penalty: 4719.892090
	Iteration 24Q: 3 clusters Score -1756628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1756659.625000 Penalty: 4719.892090
	Iteration 25Q: 3 clusters Score -1756660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1756690.250000 Penalty: 4719.892090
	Iteration 26Q: 3 clusters Score -1756690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1756723.375000 Penalty: 4719.892090
	Iteration 27Q: 3 clusters Score -1756723 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1756746.750000 Penalty: 4719.892090
	Iteration 28Q: 3 clusters Score -1756747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1756781.750000 Penalty: 4719.892090
	Iteration 29Q: 3 clusters Score -1756782 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1756815.125000 Penalty: 4719.892090
	Iteration 30Q: 3 clusters Score -1756815 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1756847.750000 Penalty: 4719.892090
	Iteration 31Q: 3 clusters Score -1756848 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1756876.125000 Penalty: 4719.892090
	Iteration 32Q: 3 clusters Score -1756876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1756907.000000 Penalty: 4719.892090
	Iteration 33Q: 3 clusters Score -1756907 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1756933.375000 Penalty: 4719.892090
	Iteration 34Q: 3 clusters Score -1756933 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1756962.375000 Penalty: 4719.892090
	Iteration 35Q: 3 clusters Score -1756962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1756992.500000 Penalty: 4719.892090
	Iteration 36Q: 3 clusters Score -1756992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1757019.000000 Penalty: 4719.892090
	Iteration 37Q: 3 clusters Score -1757019 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1757033.125000 Penalty: 4719.892090
	Iteration 38Q: 3 clusters Score -1757033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1757054.375000 Penalty: 4719.892090
	Iteration 39Q: 3 clusters Score -1757054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1757073.125000 Penalty: 4719.892090
	Iteration 40F: 3 clusters Score -1757073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1757088.625000 Penalty: 4719.892090
	Iteration 41Q: 3 clusters Score -1757089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1757110.625000 Penalty: 4719.892090
	Iteration 42Q: 3 clusters Score -1757111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1757140.875000 Penalty: 4719.892090
	Iteration 43Q: 3 clusters Score -1757141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1757163.375000 Penalty: 4719.892090
	Iteration 44Q: 3 clusters Score -1757163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1757191.500000 Penalty: 4719.892090
	Iteration 45Q: 3 clusters Score -1757192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1757218.375000 Penalty: 4719.892090
	Iteration 46Q: 3 clusters Score -1757218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1757248.750000 Penalty: 4719.892090
	Iteration 47Q: 3 clusters Score -1757249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1757271.250000 Penalty: 4719.892090
	Iteration 48Q: 3 clusters Score -1757271 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1757289.375000 Penalty: 4719.892090
	Iteration 49Q: 3 clusters Score -1757289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1757304.000000 Penalty: 4719.892090
	Iteration 50Q: 3 clusters Score -1757304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1757328.000000 Penalty: 4719.892090
	Iteration 51Q: 3 clusters Score -1757328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1757352.875000 Penalty: 4719.892090
	Iteration 52Q: 3 clusters Score -1757353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1757383.625000 Penalty: 4719.892090
	Iteration 53Q: 3 clusters Score -1757384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1757404.375000 Penalty: 4719.892090
	Iteration 54Q: 3 clusters Score -1757404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1757433.000000 Penalty: 4719.892090
	Iteration 55Q: 3 clusters Score -1757433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1757450.375000 Penalty: 4719.892090
	Iteration 56Q: 3 clusters Score -1757450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1757467.250000 Penalty: 4719.892090
	Iteration 57Q: 3 clusters Score -1757467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1757486.250000 Penalty: 4719.892090
	Iteration 58Q: 3 clusters Score -1757486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1757508.875000 Penalty: 4719.892090
	Iteration 59Q: 3 clusters Score -1757509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1757529.750000 Penalty: 4719.892090
	Iteration 60F: 3 clusters Score -1757530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1757549.375000 Penalty: 4719.892090
	Iteration 61Q: 3 clusters Score -1757549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1757558.250000 Penalty: 4719.892090
	Iteration 62Q: 3 clusters Score -1757558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1757575.000000 Penalty: 4719.892090
	Iteration 63Q: 3 clusters Score -1757575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1757581.875000 Penalty: 4719.892090
	Iteration 64Q: 3 clusters Score -1757582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1757592.750000 Penalty: 4719.892090
	Iteration 65Q: 3 clusters Score -1757593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1757605.625000 Penalty: 4719.892090
	Iteration 66Q: 3 clusters Score -1757606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1757616.125000 Penalty: 4719.892090
	Iteration 67Q: 3 clusters Score -1757616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1757627.125000 Penalty: 4719.892090
	Iteration 68Q: 3 clusters Score -1757627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1757636.375000 Penalty: 4719.892090
	Iteration 69Q: 3 clusters Score -1757636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1757642.125000 Penalty: 4719.892090
	Iteration 70Q: 3 clusters Score -1757642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1757651.125000 Penalty: 4719.892090
	Iteration 71Q: 3 clusters Score -1757651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1757662.500000 Penalty: 4719.892090
	Iteration 72Q: 3 clusters Score -1757662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1757672.375000 Penalty: 4719.892090
	Iteration 73Q: 3 clusters Score -1757672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1757676.125000 Penalty: 4719.892090
	Iteration 74Q: 3 clusters Score -1757676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1757676.875000 Penalty: 4719.892090
	Iteration 75Q: 3 clusters Score -1757677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1757678.500000 Penalty: 4719.892090
	Iteration 76Q: 3 clusters Score -1757678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1757682.625000 Penalty: 4719.892090
	Iteration 77Q: 3 clusters Score -1757683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1757680.750000 Penalty: 4719.892090
	Iteration 78Q: 3 clusters Score -1757681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1757682.500000 Penalty: 4719.892090
	Iteration 79Q: 3 clusters Score -1757682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1757682.500000 Penalty: 4719.892090
	Iteration 80F: 3 clusters Score -1757682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -744216.187500 Penalty: 2146.968018
	Iteration 0F: 2 clusters Score -744216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -739286.750000 Penalty: 4293.936035
	Iteration 0F: 3 clusters Score -739286.8 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -740453.500000 Penalty: 4293.936035
	Iteration 1F: 3 clusters Score -740453.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -740654.500000 Penalty: 4293.936035
	Iteration 2F: 3 clusters Score -740654.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -740789.375000 Penalty: 4293.936035
	Iteration 3Q: 3 clusters Score -740789.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -740902.625000 Penalty: 4293.936035
	Iteration 4Q: 3 clusters Score -740902.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -740997.437500 Penalty: 4293.936035
	Iteration 5Q: 3 clusters Score -740997.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -741059.187500 Penalty: 4293.936035
	Iteration 6Q: 3 clusters Score -741059.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -741115.312500 Penalty: 4293.936035
	Iteration 7Q: 3 clusters Score -741115.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -741166.125000 Penalty: 4293.936035
	Iteration 8Q: 3 clusters Score -741166.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -741215.750000 Penalty: 4293.936035
	Iteration 9Q: 3 clusters Score -741215.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -741265.312500 Penalty: 4293.936035
	Iteration 10Q: 3 clusters Score -741265.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -741320.312500 Penalty: 4293.936035
	Iteration 11Q: 3 clusters Score -741320.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -741390.562500 Penalty: 4293.936035
	Iteration 12Q: 3 clusters Score -741390.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -741481.500000 Penalty: 4293.936035
	Iteration 13Q: 3 clusters Score -741481.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -741583.187500 Penalty: 4293.936035
	Iteration 14Q: 3 clusters Score -741583.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -741674.437500 Penalty: 4293.936035
	Iteration 15Q: 3 clusters Score -741674.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -741775.625000 Penalty: 4293.936035
	Iteration 16Q: 3 clusters Score -741775.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -741872.562500 Penalty: 4293.936035
	Iteration 17Q: 3 clusters Score -741872.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -741939.187500 Penalty: 4293.936035
	Iteration 18Q: 3 clusters Score -741939.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -741994.625000 Penalty: 4293.936035
	Iteration 19Q: 3 clusters Score -741994.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -742045.000000 Penalty: 4293.936035
	Iteration 20F: 3 clusters Score -742045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -742099.375000 Penalty: 4293.936035
	Iteration 21Q: 3 clusters Score -742099.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -742128.375000 Penalty: 4293.936035
	Iteration 22Q: 3 clusters Score -742128.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -742159.125000 Penalty: 4293.936035
	Iteration 23Q: 3 clusters Score -742159.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -742192.625000 Penalty: 4293.936035
	Iteration 24Q: 3 clusters Score -742192.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -742244.562500 Penalty: 4293.936035
	Iteration 25Q: 3 clusters Score -742244.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -742279.812500 Penalty: 4293.936035
	Iteration 26Q: 3 clusters Score -742279.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -742311.062500 Penalty: 4293.936035
	Iteration 27Q: 3 clusters Score -742311.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -742332.062500 Penalty: 4293.936035
	Iteration 28Q: 3 clusters Score -742332.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -742351.687500 Penalty: 4293.936035
	Iteration 29Q: 3 clusters Score -742351.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -742365.375000 Penalty: 4293.936035
	Iteration 30Q: 3 clusters Score -742365.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -742376.875000 Penalty: 4293.936035
	Iteration 31Q: 3 clusters Score -742376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -742380.312500 Penalty: 4293.936035
	Iteration 32Q: 3 clusters Score -742380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -742383.375000 Penalty: 4293.936035
	Iteration 33Q: 3 clusters Score -742383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -742384.937500 Penalty: 4293.936035
	Iteration 34Q: 3 clusters Score -742384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -742385.375000 Penalty: 4293.936035
	Iteration 35Q: 3 clusters Score -742385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -742388.000000 Penalty: 4293.936035
	Iteration 36Q: 3 clusters Score -742388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -742389.937500 Penalty: 4293.936035
	Iteration 37Q: 3 clusters Score -742389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -742391.750000 Penalty: 4293.936035
	Iteration 38Q: 3 clusters Score -742391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -742394.937500 Penalty: 4293.936035
	Iteration 39Q: 3 clusters Score -742394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -742397.000000 Penalty: 4293.936035
	Iteration 40F: 3 clusters Score -742397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -742399.625000 Penalty: 4293.936035
	Iteration 41Q: 3 clusters Score -742399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -742400.875000 Penalty: 4293.936035
	Iteration 42Q: 3 clusters Score -742400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -742402.187500 Penalty: 4293.936035
	Iteration 43Q: 3 clusters Score -742402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -742402.187500 Penalty: 4293.936035
	Iteration 44F: 3 clusters Score -742402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -3165619.750000 Penalty: 2504.636963
	Iteration 0F: 2 clusters Score -3165620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3148640.000000 Penalty: 5009.273926
	Iteration 0F: 3 clusters Score -3148640 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3154501.000000 Penalty: 5009.273926
	Iteration 1F: 3 clusters Score -3154501 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3155005.250000 Penalty: 5009.273926
	Iteration 2F: 3 clusters Score -3155005 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3155565.750000 Penalty: 5009.273926
	Iteration 3Q: 3 clusters Score -3155566 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3156370.000000 Penalty: 5009.273926
	Iteration 4F: 3 clusters Score -3156370 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3157669.250000 Penalty: 5009.273926
	Iteration 5F: 3 clusters Score -3157669 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3159431.250000 Penalty: 5009.273926
	Iteration 6F: 3 clusters Score -3159431 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3161514.500000 Penalty: 5009.273926
	Iteration 7F: 3 clusters Score -3161514 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3163544.500000 Penalty: 5009.273926
	Iteration 8F: 3 clusters Score -3163544 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3165624.500000 Penalty: 5009.273926
	Iteration 9F: 3 clusters Score -3165624 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3167149.500000 Penalty: 5009.273926
	Iteration 10Q: 3 clusters Score -3167150 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3167755.250000 Penalty: 5009.273926
	Iteration 11Q: 3 clusters Score -3167755 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3168036.250000 Penalty: 5009.273926
	Iteration 12Q: 3 clusters Score -3168036 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3168199.000000 Penalty: 5009.273926
	Iteration 13Q: 3 clusters Score -3168199 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3168261.250000 Penalty: 5009.273926
	Iteration 14Q: 3 clusters Score -3168261 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3168289.250000 Penalty: 5009.273926
	Iteration 15Q: 3 clusters Score -3168289 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3168309.750000 Penalty: 5009.273926
	Iteration 16Q: 3 clusters Score -3168310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3168321.500000 Penalty: 5009.273926
	Iteration 17Q: 3 clusters Score -3168322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3168329.750000 Penalty: 5009.273926
	Iteration 18Q: 3 clusters Score -3168330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3168338.750000 Penalty: 5009.273926
	Iteration 19Q: 3 clusters Score -3168339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3168350.250000 Penalty: 5009.273926
	Iteration 20F: 3 clusters Score -3168350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3168367.500000 Penalty: 5009.273926
	Iteration 21Q: 3 clusters Score -3168368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3168367.250000 Penalty: 5009.273926
	Iteration 22Q: 3 clusters Score -3168367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3168366.500000 Penalty: 5009.273926
	Iteration 23Q: 3 clusters Score -3168366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3168363.500000 Penalty: 5009.273926
	Iteration 24Q: 3 clusters Score -3168364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3168364.500000 Penalty: 5009.273926
	Iteration 25Q: 3 clusters Score -3168364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3168363.750000 Penalty: 5009.273926
	Iteration 26Q: 3 clusters Score -3168364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3168366.750000 Penalty: 5009.273926
	Iteration 27Q: 3 clusters Score -3168367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3168366.750000 Penalty: 5009.273926
	Iteration 28Q: 3 clusters Score -3168367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3168366.750000 Penalty: 5009.273926
	Iteration 29F: 3 clusters Score -3168367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 16926 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 14559 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44372 members 
Mstep: Class 16 contains 7979 members 
Mstep: Class 19 contains 28567 members 
Mstep: Class 20 contains 113466 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12395 members 
Entering Unmasked Estep 
Score: -42901452.000000 Penalty: 56804.683594
Splitting cluster 4 changes total score from -42899064.000000 to -42901452.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -324241.218750 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -324241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -321327.031250 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -321327 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -321872.125000 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -321872.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -321993.218750 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -321993.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -322072.125000 Penalty: 3869.489990
	Iteration 3Q: 3 clusters Score -322072.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -322117.781250 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -322117.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -322162.218750 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -322162.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -322189.843750 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -322189.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -322204.718750 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -322204.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -322216.875000 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -322216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -322222.812500 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -322222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -322225.593750 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -322225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -322229.531250 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -322229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -322230.687500 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -322230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322232.250000 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -322232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -322234.437500 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -322234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -322236.968750 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -322237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -322238.312500 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -322238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -322241.312500 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -322241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -322242.406250 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -322242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -322242.875000 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -322242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -322242.875000 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -322242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Entering Unmasked Estep 
Score: -1853483.250000 Penalty: 2377.319092
	Iteration 0F: 2 clusters Score -1853483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1842870.375000 Penalty: 4754.638184
	Iteration 0F: 3 clusters Score -1842870 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1846341.125000 Penalty: 4754.638184
	Iteration 1F: 3 clusters Score -1846341 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1846749.500000 Penalty: 4754.638184
	Iteration 2F: 3 clusters Score -1846750 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1847082.500000 Penalty: 4754.638184
	Iteration 3F: 3 clusters Score -1847082 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1847385.625000 Penalty: 4754.638184
	Iteration 4Q: 3 clusters Score -1847386 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1847732.750000 Penalty: 4754.638184
	Iteration 5Q: 3 clusters Score -1847733 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1848114.000000 Penalty: 4754.638184
	Iteration 6Q: 3 clusters Score -1848114 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1848511.250000 Penalty: 4754.638184
	Iteration 7Q: 3 clusters Score -1848511 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1848888.750000 Penalty: 4754.638184
	Iteration 8Q: 3 clusters Score -1848889 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1849252.750000 Penalty: 4754.638184
	Iteration 9Q: 3 clusters Score -1849253 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1849610.000000 Penalty: 4754.638184
	Iteration 10Q: 3 clusters Score -1849610 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1849931.875000 Penalty: 4754.638184
	Iteration 11Q: 3 clusters Score -1849932 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1850207.250000 Penalty: 4754.638184
	Iteration 12Q: 3 clusters Score -1850207 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1850450.125000 Penalty: 4754.638184
	Iteration 13Q: 3 clusters Score -1850450 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1850649.250000 Penalty: 4754.638184
	Iteration 14Q: 3 clusters Score -1850649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1850796.000000 Penalty: 4754.638184
	Iteration 15Q: 3 clusters Score -1850796 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1850907.375000 Penalty: 4754.638184
	Iteration 16Q: 3 clusters Score -1850907 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1851001.125000 Penalty: 4754.638184
	Iteration 17Q: 3 clusters Score -1851001 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1851072.750000 Penalty: 4754.638184
	Iteration 18Q: 3 clusters Score -1851073 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1851139.500000 Penalty: 4754.638184
	Iteration 19Q: 3 clusters Score -1851140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1851186.625000 Penalty: 4754.638184
	Iteration 20F: 3 clusters Score -1851187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1851229.875000 Penalty: 4754.638184
	Iteration 21Q: 3 clusters Score -1851230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1851263.625000 Penalty: 4754.638184
	Iteration 22Q: 3 clusters Score -1851264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1851298.625000 Penalty: 4754.638184
	Iteration 23Q: 3 clusters Score -1851299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1851327.375000 Penalty: 4754.638184
	Iteration 24Q: 3 clusters Score -1851327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1851366.750000 Penalty: 4754.638184
	Iteration 25Q: 3 clusters Score -1851367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1851397.000000 Penalty: 4754.638184
	Iteration 26Q: 3 clusters Score -1851397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1851422.750000 Penalty: 4754.638184
	Iteration 27Q: 3 clusters Score -1851423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1851438.750000 Penalty: 4754.638184
	Iteration 28Q: 3 clusters Score -1851439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1851454.125000 Penalty: 4754.638184
	Iteration 29Q: 3 clusters Score -1851454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1851462.125000 Penalty: 4754.638184
	Iteration 30Q: 3 clusters Score -1851462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1851475.375000 Penalty: 4754.638184
	Iteration 31Q: 3 clusters Score -1851475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1851482.250000 Penalty: 4754.638184
	Iteration 32Q: 3 clusters Score -1851482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1851495.250000 Penalty: 4754.638184
	Iteration 33Q: 3 clusters Score -1851495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1851504.500000 Penalty: 4754.638184
	Iteration 34Q: 3 clusters Score -1851504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1851511.500000 Penalty: 4754.638184
	Iteration 35Q: 3 clusters Score -1851512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1851513.750000 Penalty: 4754.638184
	Iteration 36Q: 3 clusters Score -1851514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1851518.875000 Penalty: 4754.638184
	Iteration 37Q: 3 clusters Score -1851519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1851519.750000 Penalty: 4754.638184
	Iteration 38Q: 3 clusters Score -1851520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1851523.000000 Penalty: 4754.638184
	Iteration 39Q: 3 clusters Score -1851523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1851528.250000 Penalty: 4754.638184
	Iteration 40F: 3 clusters Score -1851528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1851531.000000 Penalty: 4754.638184
	Iteration 41Q: 3 clusters Score -1851531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1851529.375000 Penalty: 4754.638184
	Iteration 42Q: 3 clusters Score -1851529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1851529.375000 Penalty: 4754.638184
	Iteration 43F: 3 clusters Score -1851529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Entering Unmasked Estep 
Score: -1017904.375000 Penalty: 2226.207031
	Iteration 0F: 2 clusters Score -1017904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1011551.250000 Penalty: 4452.414062
	Iteration 0F: 3 clusters Score -1011551 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1013466.250000 Penalty: 4452.414062
	Iteration 1F: 3 clusters Score -1013466 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1013930.625000 Penalty: 4452.414062
	Iteration 2F: 3 clusters Score -1013931 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1014354.312500 Penalty: 4452.414062
	Iteration 3F: 3 clusters Score -1014354 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1014660.875000 Penalty: 4452.414062
	Iteration 4F: 3 clusters Score -1014661 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1014905.875000 Penalty: 4452.414062
	Iteration 5Q: 3 clusters Score -1014906 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1015112.875000 Penalty: 4452.414062
	Iteration 6Q: 3 clusters Score -1015113 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1015323.125000 Penalty: 4452.414062
	Iteration 7Q: 3 clusters Score -1015323 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1015511.625000 Penalty: 4452.414062
	Iteration 8Q: 3 clusters Score -1015512 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1015683.812500 Penalty: 4452.414062
	Iteration 9Q: 3 clusters Score -1015684 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1015860.812500 Penalty: 4452.414062
	Iteration 10Q: 3 clusters Score -1015861 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1016006.187500 Penalty: 4452.414062
	Iteration 11Q: 3 clusters Score -1016006 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1016136.937500 Penalty: 4452.414062
	Iteration 12Q: 3 clusters Score -1016137 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1016283.375000 Penalty: 4452.414062
	Iteration 13Q: 3 clusters Score -1016283 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1016474.437500 Penalty: 4452.414062
	Iteration 14Q: 3 clusters Score -1016474 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1016637.062500 Penalty: 4452.414062
	Iteration 15Q: 3 clusters Score -1016637 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1016752.187500 Penalty: 4452.414062
	Iteration 16Q: 3 clusters Score -1016752 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1016835.937500 Penalty: 4452.414062
	Iteration 17Q: 3 clusters Score -1016836 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1016897.437500 Penalty: 4452.414062
	Iteration 18Q: 3 clusters Score -1016897 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1016942.375000 Penalty: 4452.414062
	Iteration 19Q: 3 clusters Score -1016942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1016970.437500 Penalty: 4452.414062
	Iteration 20F: 3 clusters Score -1016970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1016995.625000 Penalty: 4452.414062
	Iteration 21Q: 3 clusters Score -1016996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1017017.500000 Penalty: 4452.414062
	Iteration 22Q: 3 clusters Score -1017018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1017029.437500 Penalty: 4452.414062
	Iteration 23Q: 3 clusters Score -1017029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1017038.562500 Penalty: 4452.414062
	Iteration 24Q: 3 clusters Score -1017039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1017040.687500 Penalty: 4452.414062
	Iteration 25Q: 3 clusters Score -1017041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1017042.812500 Penalty: 4452.414062
	Iteration 26Q: 3 clusters Score -1017043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1017047.875000 Penalty: 4452.414062
	Iteration 27Q: 3 clusters Score -1017048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1017051.062500 Penalty: 4452.414062
	Iteration 28Q: 3 clusters Score -1017051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1017054.437500 Penalty: 4452.414062
	Iteration 29Q: 3 clusters Score -1017054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1017056.812500 Penalty: 4452.414062
	Iteration 30Q: 3 clusters Score -1017057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1017058.812500 Penalty: 4452.414062
	Iteration 31Q: 3 clusters Score -1017059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1017058.812500 Penalty: 4452.414062
	Iteration 32Q: 3 clusters Score -1017059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1017060.500000 Penalty: 4452.414062
	Iteration 33Q: 3 clusters Score -1017060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1017059.687500 Penalty: 4452.414062
	Iteration 34Q: 3 clusters Score -1017060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1017061.062500 Penalty: 4452.414062
	Iteration 35Q: 3 clusters Score -1017061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1017062.750000 Penalty: 4452.414062
	Iteration 36Q: 3 clusters Score -1017063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1017063.437500 Penalty: 4452.414062
	Iteration 37Q: 3 clusters Score -1017063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1017063.500000 Penalty: 4452.414062
	Iteration 38Q: 3 clusters Score -1017064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1017068.875000 Penalty: 4452.414062
	Iteration 39Q: 3 clusters Score -1017069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1017067.437500 Penalty: 4452.414062
	Iteration 40F: 3 clusters Score -1017067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1017068.000000 Penalty: 4452.414062
	Iteration 41Q: 3 clusters Score -1017068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1017067.500000 Penalty: 4452.414062
	Iteration 42Q: 3 clusters Score -1017068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1017069.375000 Penalty: 4452.414062
	Iteration 43Q: 3 clusters Score -1017069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1017069.375000 Penalty: 4452.414062
	Iteration 44F: 3 clusters Score -1017069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Entering Unmasked Estep 
Score: -5572024.000000 Penalty: 2640.348633
	Iteration 0F: 2 clusters Score -5572024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -5543501.000000 Penalty: 5280.697266
	Iteration 0F: 3 clusters Score -5543501 nChanged 19485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5554170.500000 Penalty: 5280.697266
	Iteration 1F: 3 clusters Score -5554170 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -5554638.500000 Penalty: 5280.697266
	Iteration 2Q: 3 clusters Score -5554638 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5555070.000000 Penalty: 5280.697266
	Iteration 3Q: 3 clusters Score -5555070 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5555500.500000 Penalty: 5280.697266
	Iteration 4Q: 3 clusters Score -5555500 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5555917.500000 Penalty: 5280.697266
	Iteration 5Q: 3 clusters Score -5555918 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5556345.500000 Penalty: 5280.697266
	Iteration 6Q: 3 clusters Score -5556346 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5556772.500000 Penalty: 5280.697266
	Iteration 7Q: 3 clusters Score -5556772 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -5557208.500000 Penalty: 5280.697266
	Iteration 8Q: 3 clusters Score -5557208 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -5557715.500000 Penalty: 5280.697266
	Iteration 9Q: 3 clusters Score -5557716 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5558352.500000 Penalty: 5280.697266
	Iteration 10Q: 3 clusters Score -5558352 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5559089.500000 Penalty: 5280.697266
	Iteration 11Q: 3 clusters Score -5559090 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5559922.500000 Penalty: 5280.697266
	Iteration 12Q: 3 clusters Score -5559922 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -5560923.000000 Penalty: 5280.697266
	Iteration 13Q: 3 clusters Score -5560923 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -5562005.000000 Penalty: 5280.697266
	Iteration 14Q: 3 clusters Score -5562005 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -5562946.000000 Penalty: 5280.697266
	Iteration 15Q: 3 clusters Score -5562946 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -5563651.500000 Penalty: 5280.697266
	Iteration 16Q: 3 clusters Score -5563652 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -5564164.500000 Penalty: 5280.697266
	Iteration 17Q: 3 clusters Score -5564164 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -5564501.000000 Penalty: 5280.697266
	Iteration 18Q: 3 clusters Score -5564501 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -5564719.000000 Penalty: 5280.697266
	Iteration 19Q: 3 clusters Score -5564719 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -5564903.500000 Penalty: 5280.697266
	Iteration 20F: 3 clusters Score -5564904 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -5565016.500000 Penalty: 5280.697266
	Iteration 21Q: 3 clusters Score -5565016 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -5565136.500000 Penalty: 5280.697266
	Iteration 22Q: 3 clusters Score -5565136 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -5565208.000000 Penalty: 5280.697266
	Iteration 23Q: 3 clusters Score -5565208 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -5565310.000000 Penalty: 5280.697266
	Iteration 24Q: 3 clusters Score -5565310 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -5565419.000000 Penalty: 5280.697266
	Iteration 25Q: 3 clusters Score -5565419 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -5565521.500000 Penalty: 5280.697266
	Iteration 26Q: 3 clusters Score -5565522 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -5565625.000000 Penalty: 5280.697266
	Iteration 27Q: 3 clusters Score -5565625 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -5565702.500000 Penalty: 5280.697266
	Iteration 28Q: 3 clusters Score -5565702 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -5565785.500000 Penalty: 5280.697266
	Iteration 29Q: 3 clusters Score -5565786 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5565895.000000 Penalty: 5280.697266
	Iteration 30Q: 3 clusters Score -5565895 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -5565952.000000 Penalty: 5280.697266
	Iteration 31Q: 3 clusters Score -5565952 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -5566070.500000 Penalty: 5280.697266
	Iteration 32Q: 3 clusters Score -5566070 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -5566184.000000 Penalty: 5280.697266
	Iteration 33Q: 3 clusters Score -5566184 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -5566284.000000 Penalty: 5280.697266
	Iteration 34Q: 3 clusters Score -5566284 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -5566384.000000 Penalty: 5280.697266
	Iteration 35Q: 3 clusters Score -5566384 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -5566482.000000 Penalty: 5280.697266
	Iteration 36Q: 3 clusters Score -5566482 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -5566631.000000 Penalty: 5280.697266
	Iteration 37Q: 3 clusters Score -5566631 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -5566754.500000 Penalty: 5280.697266
	Iteration 38Q: 3 clusters Score -5566754 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -5566907.000000 Penalty: 5280.697266
	Iteration 39Q: 3 clusters Score -5566907 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -5567048.500000 Penalty: 5280.697266
	Iteration 40F: 3 clusters Score -5567048 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -5567192.000000 Penalty: 5280.697266
	Iteration 41Q: 3 clusters Score -5567192 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -5567394.000000 Penalty: 5280.697266
	Iteration 42Q: 3 clusters Score -5567394 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -5567619.000000 Penalty: 5280.697266
	Iteration 43Q: 3 clusters Score -5567619 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5567840.000000 Penalty: 5280.697266
	Iteration 44Q: 3 clusters Score -5567840 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -5568080.500000 Penalty: 5280.697266
	Iteration 45Q: 3 clusters Score -5568080 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -5568301.000000 Penalty: 5280.697266
	Iteration 46Q: 3 clusters Score -5568301 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5568532.500000 Penalty: 5280.697266
	Iteration 47Q: 3 clusters Score -5568532 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -5568721.500000 Penalty: 5280.697266
	Iteration 48Q: 3 clusters Score -5568722 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5568892.000000 Penalty: 5280.697266
	Iteration 49Q: 3 clusters Score -5568892 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5569070.000000 Penalty: 5280.697266
	Iteration 50Q: 3 clusters Score -5569070 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5569225.500000 Penalty: 5280.697266
	Iteration 51Q: 3 clusters Score -5569226 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -5569349.500000 Penalty: 5280.697266
	Iteration 52Q: 3 clusters Score -5569350 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -5569452.000000 Penalty: 5280.697266
	Iteration 53Q: 3 clusters Score -5569452 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5569532.000000 Penalty: 5280.697266
	Iteration 54Q: 3 clusters Score -5569532 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -5569579.000000 Penalty: 5280.697266
	Iteration 55Q: 3 clusters Score -5569579 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5569638.000000 Penalty: 5280.697266
	Iteration 56Q: 3 clusters Score -5569638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -5569699.500000 Penalty: 5280.697266
	Iteration 57Q: 3 clusters Score -5569700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5569738.000000 Penalty: 5280.697266
	Iteration 58Q: 3 clusters Score -5569738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5569774.500000 Penalty: 5280.697266
	Iteration 59Q: 3 clusters Score -5569774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -5569818.500000 Penalty: 5280.697266
	Iteration 60F: 3 clusters Score -5569818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5569838.500000 Penalty: 5280.697266
	Iteration 61Q: 3 clusters Score -5569838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5569874.000000 Penalty: 5280.697266
	Iteration 62Q: 3 clusters Score -5569874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -5569904.000000 Penalty: 5280.697266
	Iteration 63Q: 3 clusters Score -5569904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5569939.000000 Penalty: 5280.697266
	Iteration 64Q: 3 clusters Score -5569939 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5569968.000000 Penalty: 5280.697266
	Iteration 65Q: 3 clusters Score -5569968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -5569988.500000 Penalty: 5280.697266
	Iteration 66Q: 3 clusters Score -5569988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5570022.000000 Penalty: 5280.697266
	Iteration 67Q: 3 clusters Score -5570022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -5570043.000000 Penalty: 5280.697266
	Iteration 68Q: 3 clusters Score -5570043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -5570067.000000 Penalty: 5280.697266
	Iteration 69Q: 3 clusters Score -5570067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -5570087.500000 Penalty: 5280.697266
	Iteration 70Q: 3 clusters Score -5570088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5570083.500000 Penalty: 5280.697266
	Iteration 71Q: 3 clusters Score -5570084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5570101.000000 Penalty: 5280.697266
	Iteration 72Q: 3 clusters Score -5570101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -5570098.000000 Penalty: 5280.697266
	Iteration 73Q: 3 clusters Score -5570098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5570123.000000 Penalty: 5280.697266
	Iteration 74Q: 3 clusters Score -5570123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -5570130.000000 Penalty: 5280.697266
	Iteration 75Q: 3 clusters Score -5570130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5570135.000000 Penalty: 5280.697266
	Iteration 76Q: 3 clusters Score -5570135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -5570136.500000 Penalty: 5280.697266
	Iteration 77Q: 3 clusters Score -5570136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -5570146.500000 Penalty: 5280.697266
	Iteration 78Q: 3 clusters Score -5570146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -5570149.000000 Penalty: 5280.697266
	Iteration 79Q: 3 clusters Score -5570149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -5570148.000000 Penalty: 5280.697266
	Iteration 80F: 3 clusters Score -5570148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5570167.500000 Penalty: 5280.697266
	Iteration 81Q: 3 clusters Score -5570168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -5570165.000000 Penalty: 5280.697266
	Iteration 82Q: 3 clusters Score -5570165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5570165.000000 Penalty: 5280.697266
	Iteration 83Q: 3 clusters Score -5570165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5570178.000000 Penalty: 5280.697266
	Iteration 84Q: 3 clusters Score -5570178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -5570179.000000 Penalty: 5280.697266
	Iteration 85Q: 3 clusters Score -5570179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -5570178.500000 Penalty: 5280.697266
	Iteration 86Q: 3 clusters Score -5570178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5570188.000000 Penalty: 5280.697266
	Iteration 87Q: 3 clusters Score -5570188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5570186.500000 Penalty: 5280.697266
	Iteration 88Q: 3 clusters Score -5570186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5570187.000000 Penalty: 5280.697266
	Iteration 89Q: 3 clusters Score -5570187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5570189.500000 Penalty: 5280.697266
	Iteration 90Q: 3 clusters Score -5570190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5570189.500000 Penalty: 5280.697266
	Iteration 91F: 3 clusters Score -5570190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -155326.281250 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -155326.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -153202.062500 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -153202.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -153575.031250 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -153575 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -153730.796875 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -153730.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -153824.562500 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -153824.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153917.156250 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -153917.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -154030.906250 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -154030.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -154151.718750 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -154151.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154312.078125 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -154312.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -154437.734375 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -154437.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -154586.140625 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -154586.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -154803.671875 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -154803.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -155114.562500 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -155114.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -155569.937500 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -155569.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155871.343750 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -155871.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -155983.500000 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -155983.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -156085.968750 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -156086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -156202.484375 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -156202.5 nChanged 9
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: -156300.156250 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -156300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -156329.937500 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -156329.9 nChanged 2
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: -156349.625000 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -156349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -156360.859375 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -156360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -156366.718750 Penalty: 3552.164551
	Iteration 21Q: 3 clusters Score -156366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -156370.296875 Penalty: 3552.164551
	Iteration 22Q: 3 clusters Score -156370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -156373.281250 Penalty: 3552.164551
	Iteration 23Q: 3 clusters Score -156373.3 nChanged 1
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: -156376.546875 Penalty: 3552.164551
	Iteration 24Q: 3 clusters Score -156376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -156387.437500 Penalty: 3552.164551
	Iteration 25Q: 3 clusters Score -156387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -156393.328125 Penalty: 3552.164551
	Iteration 26Q: 3 clusters Score -156393.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -156421.968750 Penalty: 3552.164551
	Iteration 27Q: 3 clusters Score -156422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -156495.828125 Penalty: 3552.164551
	Iteration 28Q: 3 clusters Score -156495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -156551.984375 Penalty: 3552.164551
	Iteration 29Q: 3 clusters Score -156552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -156575.390625 Penalty: 3552.164551
	Iteration 30Q: 3 clusters Score -156575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -156575.390625 Penalty: 3552.164551
	Iteration 31F: 3 clusters Score -156575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 16926 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 14559 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 44372 members 
Mstep: Class 16 contains 7979 members 
Mstep: Class 19 contains 28567 members 
Mstep: Class 20 contains 113466 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12395 members 
Entering Unmasked Estep 
Score: -42901320.000000 Penalty: 59960.500000
Splitting cluster 11 changes total score from -42899064.000000 to -42901320.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (9204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Entering Unmasked Estep 
Score: -1146543.250000 Penalty: 2263.593750
	Iteration 0F: 2 clusters Score -1146543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1139290.750000 Penalty: 4527.187500
	Iteration 0F: 3 clusters Score -1139291 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1141327.250000 Penalty: 4527.187500
	Iteration 1F: 3 clusters Score -1141327 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1141607.625000 Penalty: 4527.187500
	Iteration 2F: 3 clusters Score -1141608 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1141784.125000 Penalty: 4527.187500
	Iteration 3Q: 3 clusters Score -1141784 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1141928.875000 Penalty: 4527.187500
	Iteration 4Q: 3 clusters Score -1141929 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1142039.125000 Penalty: 4527.187500
	Iteration 5Q: 3 clusters Score -1142039 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1142145.625000 Penalty: 4527.187500
	Iteration 6Q: 3 clusters Score -1142146 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1142249.625000 Penalty: 4527.187500
	Iteration 7Q: 3 clusters Score -1142250 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1142341.375000 Penalty: 4527.187500
	Iteration 8Q: 3 clusters Score -1142341 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1142413.625000 Penalty: 4527.187500
	Iteration 9Q: 3 clusters Score -1142414 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1142497.875000 Penalty: 4527.187500
	Iteration 10Q: 3 clusters Score -1142498 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1142585.750000 Penalty: 4527.187500
	Iteration 11Q: 3 clusters Score -1142586 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1142660.125000 Penalty: 4527.187500
	Iteration 12Q: 3 clusters Score -1142660 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1142747.250000 Penalty: 4527.187500
	Iteration 13Q: 3 clusters Score -1142747 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1142836.750000 Penalty: 4527.187500
	Iteration 14Q: 3 clusters Score -1142837 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1142950.500000 Penalty: 4527.187500
	Iteration 15Q: 3 clusters Score -1142950 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1143084.500000 Penalty: 4527.187500
	Iteration 16Q: 3 clusters Score -1143084 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1143266.250000 Penalty: 4527.187500
	Iteration 17Q: 3 clusters Score -1143266 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1143452.250000 Penalty: 4527.187500
	Iteration 18Q: 3 clusters Score -1143452 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1143631.250000 Penalty: 4527.187500
	Iteration 19Q: 3 clusters Score -1143631 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1143802.500000 Penalty: 4527.187500
	Iteration 20F: 3 clusters Score -1143802 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1143956.375000 Penalty: 4527.187500
	Iteration 21Q: 3 clusters Score -1143956 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1144088.000000 Penalty: 4527.187500
	Iteration 22Q: 3 clusters Score -1144088 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1144189.125000 Penalty: 4527.187500
	Iteration 23Q: 3 clusters Score -1144189 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1144270.625000 Penalty: 4527.187500
	Iteration 24Q: 3 clusters Score -1144271 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1144343.875000 Penalty: 4527.187500
	Iteration 25Q: 3 clusters Score -1144344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1144395.875000 Penalty: 4527.187500
	Iteration 26Q: 3 clusters Score -1144396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1144438.250000 Penalty: 4527.187500
	Iteration 27Q: 3 clusters Score -1144438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1144465.875000 Penalty: 4527.187500
	Iteration 28Q: 3 clusters Score -1144466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1144488.250000 Penalty: 4527.187500
	Iteration 29Q: 3 clusters Score -1144488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1144500.000000 Penalty: 4527.187500
	Iteration 30Q: 3 clusters Score -1144500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1144510.750000 Penalty: 4527.187500
	Iteration 31Q: 3 clusters Score -1144511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1144521.250000 Penalty: 4527.187500
	Iteration 32Q: 3 clusters Score -1144521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1144535.750000 Penalty: 4527.187500
	Iteration 33Q: 3 clusters Score -1144536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1144546.750000 Penalty: 4527.187500
	Iteration 34Q: 3 clusters Score -1144547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1144557.000000 Penalty: 4527.187500
	Iteration 35Q: 3 clusters Score -1144557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1144559.250000 Penalty: 4527.187500
	Iteration 36Q: 3 clusters Score -1144559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1144564.125000 Penalty: 4527.187500
	Iteration 37Q: 3 clusters Score -1144564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1144567.500000 Penalty: 4527.187500
	Iteration 38Q: 3 clusters Score -1144568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1144573.125000 Penalty: 4527.187500
	Iteration 39Q: 3 clusters Score -1144573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1144573.750000 Penalty: 4527.187500
	Iteration 40F: 3 clusters Score -1144574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1144577.250000 Penalty: 4527.187500
	Iteration 41Q: 3 clusters Score -1144577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1144582.125000 Penalty: 4527.187500
	Iteration 42Q: 3 clusters Score -1144582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1144582.250000 Penalty: 4527.187500
	Iteration 43Q: 3 clusters Score -1144582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1144582.875000 Penalty: 4527.187500
	Iteration 44Q: 3 clusters Score -1144583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1144582.875000 Penalty: 4527.187500
	Iteration 45F: 3 clusters Score -1144583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -800686.062500 Penalty: 2176.986572
	Iteration 0F: 2 clusters Score -800686.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -795259.125000 Penalty: 4353.973145
	Iteration 0F: 3 clusters Score -795259.1 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -796766.687500 Penalty: 4353.973145
	Iteration 1F: 3 clusters Score -796766.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -797137.312500 Penalty: 4353.973145
	Iteration 2F: 3 clusters Score -797137.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -797454.250000 Penalty: 4353.973145
	Iteration 3F: 3 clusters Score -797454.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -797688.812500 Penalty: 4353.973145
	Iteration 4F: 3 clusters Score -797688.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -797892.687500 Penalty: 4353.973145
	Iteration 5F: 3 clusters Score -797892.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -798090.687500 Penalty: 4353.973145
	Iteration 6Q: 3 clusters Score -798090.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -798284.375000 Penalty: 4353.973145
	Iteration 7Q: 3 clusters Score -798284.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -798458.937500 Penalty: 4353.973145
	Iteration 8Q: 3 clusters Score -798458.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -798622.125000 Penalty: 4353.973145
	Iteration 9Q: 3 clusters Score -798622.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -798829.750000 Penalty: 4353.973145
	Iteration 10Q: 3 clusters Score -798829.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -799008.375000 Penalty: 4353.973145
	Iteration 11Q: 3 clusters Score -799008.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -799149.625000 Penalty: 4353.973145
	Iteration 12Q: 3 clusters Score -799149.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -799278.500000 Penalty: 4353.973145
	Iteration 13Q: 3 clusters Score -799278.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -799387.750000 Penalty: 4353.973145
	Iteration 14Q: 3 clusters Score -799387.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -799478.875000 Penalty: 4353.973145
	Iteration 15Q: 3 clusters Score -799478.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -799541.000000 Penalty: 4353.973145
	Iteration 16Q: 3 clusters Score -799541 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -799595.375000 Penalty: 4353.973145
	Iteration 17Q: 3 clusters Score -799595.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -799636.062500 Penalty: 4353.973145
	Iteration 18Q: 3 clusters Score -799636.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -799668.750000 Penalty: 4353.973145
	Iteration 19Q: 3 clusters Score -799668.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -799695.437500 Penalty: 4353.973145
	Iteration 20F: 3 clusters Score -799695.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -799713.375000 Penalty: 4353.973145
	Iteration 21Q: 3 clusters Score -799713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -799727.500000 Penalty: 4353.973145
	Iteration 22Q: 3 clusters Score -799727.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -799733.312500 Penalty: 4353.973145
	Iteration 23Q: 3 clusters Score -799733.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -799735.562500 Penalty: 4353.973145
	Iteration 24Q: 3 clusters Score -799735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -799736.437500 Penalty: 4353.973145
	Iteration 25Q: 3 clusters Score -799736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -799736.437500 Penalty: 4353.973145
	Iteration 26F: 3 clusters Score -799736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -25716.255859 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -25716.26 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 125 members 
Entering Unmasked Estep 
Score: -24610.595703 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -24610.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24724.572266 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -24724.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24810.613281 Penalty: 2724.558594
	Iteration 2F: 3 clusters Score -24810.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24837.830078 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -24837.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24849.814453 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -24849.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24849.814453 Penalty: 2724.558594
	Iteration 5F: 3 clusters Score -24849.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Entering Unmasked Estep 
Score: -5756878.000000 Penalty: 2653.690186
	Iteration 0F: 2 clusters Score -5756878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -5726910.500000 Penalty: 5307.380371
	Iteration 0F: 3 clusters Score -5726910 nChanged 20281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5738327.500000 Penalty: 5307.380371
	Iteration 1F: 3 clusters Score -5738328 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5739272.500000 Penalty: 5307.380371
	Iteration 2Q: 3 clusters Score -5739272 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5740731.000000 Penalty: 5307.380371
	Iteration 3Q: 3 clusters Score -5740731 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5742808.000000 Penalty: 5307.380371
	Iteration 4F: 3 clusters Score -5742808 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5745196.500000 Penalty: 5307.380371
	Iteration 5F: 3 clusters Score -5745196 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -5747567.500000 Penalty: 5307.380371
	Iteration 6F: 3 clusters Score -5747568 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -5750111.000000 Penalty: 5307.380371
	Iteration 7F: 3 clusters Score -5750111 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -5752607.500000 Penalty: 5307.380371
	Iteration 8F: 3 clusters Score -5752608 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -5754699.000000 Penalty: 5307.380371
	Iteration 9F: 3 clusters Score -5754699 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -5756389.000000 Penalty: 5307.380371
	Iteration 10F: 3 clusters Score -5756389 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -5757506.000000 Penalty: 5307.380371
	Iteration 11Q: 3 clusters Score -5757506 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -5758168.000000 Penalty: 5307.380371
	Iteration 12Q: 3 clusters Score -5758168 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5758626.500000 Penalty: 5307.380371
	Iteration 13Q: 3 clusters Score -5758626 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5758921.500000 Penalty: 5307.380371
	Iteration 14Q: 3 clusters Score -5758922 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -5759096.000000 Penalty: 5307.380371
	Iteration 15Q: 3 clusters Score -5759096 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -5759200.500000 Penalty: 5307.380371
	Iteration 16Q: 3 clusters Score -5759200 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5759280.500000 Penalty: 5307.380371
	Iteration 17Q: 3 clusters Score -5759280 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5759323.000000 Penalty: 5307.380371
	Iteration 18Q: 3 clusters Score -5759323 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -5759355.500000 Penalty: 5307.380371
	Iteration 19Q: 3 clusters Score -5759356 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5759385.500000 Penalty: 5307.380371
	Iteration 20F: 3 clusters Score -5759386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -5759387.500000 Penalty: 5307.380371
	Iteration 21Q: 3 clusters Score -5759388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5759401.500000 Penalty: 5307.380371
	Iteration 22Q: 3 clusters Score -5759402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5759427.000000 Penalty: 5307.380371
	Iteration 23Q: 3 clusters Score -5759427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5759429.500000 Penalty: 5307.380371
	Iteration 24Q: 3 clusters Score -5759430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -5759424.500000 Penalty: 5307.380371
	Iteration 25Q: 3 clusters Score -5759424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5759435.000000 Penalty: 5307.380371
	Iteration 26Q: 3 clusters Score -5759435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -5759438.500000 Penalty: 5307.380371
	Iteration 27Q: 3 clusters Score -5759438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -5759443.000000 Penalty: 5307.380371
	Iteration 28Q: 3 clusters Score -5759443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5759448.500000 Penalty: 5307.380371
	Iteration 29Q: 3 clusters Score -5759448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5759443.500000 Penalty: 5307.380371
	Iteration 30Q: 3 clusters Score -5759444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -5759444.000000 Penalty: 5307.380371
	Iteration 31Q: 3 clusters Score -5759444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5759445.500000 Penalty: 5307.380371
	Iteration 32Q: 3 clusters Score -5759446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -5759440.500000 Penalty: 5307.380371
	Iteration 33Q: 3 clusters Score -5759440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -5759434.500000 Penalty: 5307.380371
	Iteration 34Q: 3 clusters Score -5759434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5759437.000000 Penalty: 5307.380371
	Iteration 35Q: 3 clusters Score -5759437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5759436.000000 Penalty: 5307.380371
	Iteration 36Q: 3 clusters Score -5759436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5759441.000000 Penalty: 5307.380371
	Iteration 37Q: 3 clusters Score -5759441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5759437.000000 Penalty: 5307.380371
	Iteration 38Q: 3 clusters Score -5759437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -5759447.000000 Penalty: 5307.380371
	Iteration 39Q: 3 clusters Score -5759447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5759447.500000 Penalty: 5307.380371
	Iteration 40F: 3 clusters Score -5759448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -5759452.500000 Penalty: 5307.380371
	Iteration 41Q: 3 clusters Score -5759452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -5759451.500000 Penalty: 5307.380371
	Iteration 42Q: 3 clusters Score -5759452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5759453.500000 Penalty: 5307.380371
	Iteration 43Q: 3 clusters Score -5759454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -5759454.500000 Penalty: 5307.380371
	Iteration 44Q: 3 clusters Score -5759454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -5759454.500000 Penalty: 5307.380371
	Iteration 45F: 3 clusters Score -5759454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 16926 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 14559 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 10 contains 40864 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 16 contains 7979 members 
Mstep: Class 19 contains 28567 members 
Mstep: Class 20 contains 113466 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 23 contains 12395 members 
Entering Unmasked Estep 
Score: -42903296.000000 Penalty: 63116.312500
Splitting cluster 15 changes total score from -42899064.000000 to -42903296.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 16 (7979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Entering Unmasked Estep 
Score: -957317.125000 Penalty: 2228.173096
	Iteration 0F: 2 clusters Score -957317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -950941.750000 Penalty: 4456.346191
	Iteration 0F: 3 clusters Score -950941.8 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -952850.062500 Penalty: 4456.346191
	Iteration 1F: 3 clusters Score -952850.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -953155.062500 Penalty: 4456.346191
	Iteration 2F: 3 clusters Score -953155.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -953363.500000 Penalty: 4456.346191
	Iteration 3F: 3 clusters Score -953363.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -953532.562500 Penalty: 4456.346191
	Iteration 4Q: 3 clusters Score -953532.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -953671.750000 Penalty: 4456.346191
	Iteration 5Q: 3 clusters Score -953671.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -953811.875000 Penalty: 4456.346191
	Iteration 6Q: 3 clusters Score -953811.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -953967.562500 Penalty: 4456.346191
	Iteration 7Q: 3 clusters Score -953967.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -954117.687500 Penalty: 4456.346191
	Iteration 8Q: 3 clusters Score -954117.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -954287.250000 Penalty: 4456.346191
	Iteration 9Q: 3 clusters Score -954287.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -954448.250000 Penalty: 4456.346191
	Iteration 10Q: 3 clusters Score -954448.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -954574.500000 Penalty: 4456.346191
	Iteration 11Q: 3 clusters Score -954574.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -954704.187500 Penalty: 4456.346191
	Iteration 12Q: 3 clusters Score -954704.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -954814.812500 Penalty: 4456.346191
	Iteration 13Q: 3 clusters Score -954814.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -954899.125000 Penalty: 4456.346191
	Iteration 14Q: 3 clusters Score -954899.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -954974.312500 Penalty: 4456.346191
	Iteration 15Q: 3 clusters Score -954974.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -955055.437500 Penalty: 4456.346191
	Iteration 16Q: 3 clusters Score -955055.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -955125.187500 Penalty: 4456.346191
	Iteration 17Q: 3 clusters Score -955125.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -955192.125000 Penalty: 4456.346191
	Iteration 18Q: 3 clusters Score -955192.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -955248.812500 Penalty: 4456.346191
	Iteration 19Q: 3 clusters Score -955248.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -955294.000000 Penalty: 4456.346191
	Iteration 20F: 3 clusters Score -955294 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -955323.687500 Penalty: 4456.346191
	Iteration 21Q: 3 clusters Score -955323.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -955348.750000 Penalty: 4456.346191
	Iteration 22Q: 3 clusters Score -955348.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -955367.187500 Penalty: 4456.346191
	Iteration 23Q: 3 clusters Score -955367.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -955381.437500 Penalty: 4456.346191
	Iteration 24Q: 3 clusters Score -955381.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -955392.875000 Penalty: 4456.346191
	Iteration 25Q: 3 clusters Score -955392.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -955403.687500 Penalty: 4456.346191
	Iteration 26Q: 3 clusters Score -955403.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -955413.062500 Penalty: 4456.346191
	Iteration 27Q: 3 clusters Score -955413.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -955419.062500 Penalty: 4456.346191
	Iteration 28Q: 3 clusters Score -955419.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -955423.750000 Penalty: 4456.346191
	Iteration 29Q: 3 clusters Score -955423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -955426.312500 Penalty: 4456.346191
	Iteration 30Q: 3 clusters Score -955426.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -955430.437500 Penalty: 4456.346191
	Iteration 31Q: 3 clusters Score -955430.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -955431.000000 Penalty: 4456.346191
	Iteration 32Q: 3 clusters Score -955431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -955431.812500 Penalty: 4456.346191
	Iteration 33Q: 3 clusters Score -955431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -955433.562500 Penalty: 4456.346191
	Iteration 34Q: 3 clusters Score -955433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -955433.187500 Penalty: 4456.346191
	Iteration 35Q: 3 clusters Score -955433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -955432.687500 Penalty: 4456.346191
	Iteration 36Q: 3 clusters Score -955432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -955433.562500 Penalty: 4456.346191
	Iteration 37Q: 3 clusters Score -955433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -955433.062500 Penalty: 4456.346191
	Iteration 38Q: 3 clusters Score -955433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -955432.500000 Penalty: 4456.346191
	Iteration 39Q: 3 clusters Score -955432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -955436.875000 Penalty: 4456.346191
	Iteration 40F: 3 clusters Score -955436.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -955437.625000 Penalty: 4456.346191
	Iteration 41Q: 3 clusters Score -955437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -955437.625000 Penalty: 4456.346191
	Iteration 42F: 3 clusters Score -955437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Entering Unmasked Estep 
Score: -3673024.000000 Penalty: 2544.481934
	Iteration 0F: 2 clusters Score -3673024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3653269.250000 Penalty: 5088.963867
	Iteration 0F: 3 clusters Score -3653269 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3660971.250000 Penalty: 5088.963867
	Iteration 1F: 3 clusters Score -3660971 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3662241.000000 Penalty: 5088.963867
	Iteration 2F: 3 clusters Score -3662241 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3663907.750000 Penalty: 5088.963867
	Iteration 3F: 3 clusters Score -3663908 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3665851.250000 Penalty: 5088.963867
	Iteration 4F: 3 clusters Score -3665851 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3667583.750000 Penalty: 5088.963867
	Iteration 5F: 3 clusters Score -3667584 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3668869.250000 Penalty: 5088.963867
	Iteration 6F: 3 clusters Score -3668869 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3669792.750000 Penalty: 5088.963867
	Iteration 7Q: 3 clusters Score -3669793 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3670444.250000 Penalty: 5088.963867
	Iteration 8Q: 3 clusters Score -3670444 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3670755.500000 Penalty: 5088.963867
	Iteration 9Q: 3 clusters Score -3670756 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3670939.750000 Penalty: 5088.963867
	Iteration 10Q: 3 clusters Score -3670940 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3671068.500000 Penalty: 5088.963867
	Iteration 11Q: 3 clusters Score -3671068 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3671201.250000 Penalty: 5088.963867
	Iteration 12Q: 3 clusters Score -3671201 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3671290.250000 Penalty: 5088.963867
	Iteration 13Q: 3 clusters Score -3671290 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3671374.250000 Penalty: 5088.963867
	Iteration 14Q: 3 clusters Score -3671374 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3671454.500000 Penalty: 5088.963867
	Iteration 15Q: 3 clusters Score -3671454 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3671511.500000 Penalty: 5088.963867
	Iteration 16Q: 3 clusters Score -3671512 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3671568.500000 Penalty: 5088.963867
	Iteration 17Q: 3 clusters Score -3671568 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3671618.500000 Penalty: 5088.963867
	Iteration 18Q: 3 clusters Score -3671618 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3671653.500000 Penalty: 5088.963867
	Iteration 19Q: 3 clusters Score -3671654 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3671710.250000 Penalty: 5088.963867
	Iteration 20F: 3 clusters Score -3671710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3671744.250000 Penalty: 5088.963867
	Iteration 21Q: 3 clusters Score -3671744 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3671776.000000 Penalty: 5088.963867
	Iteration 22Q: 3 clusters Score -3671776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3671808.500000 Penalty: 5088.963867
	Iteration 23Q: 3 clusters Score -3671808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3671825.750000 Penalty: 5088.963867
	Iteration 24Q: 3 clusters Score -3671826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3671849.750000 Penalty: 5088.963867
	Iteration 25Q: 3 clusters Score -3671850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3671853.000000 Penalty: 5088.963867
	Iteration 26Q: 3 clusters Score -3671853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3671863.750000 Penalty: 5088.963867
	Iteration 27Q: 3 clusters Score -3671864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3671865.000000 Penalty: 5088.963867
	Iteration 28Q: 3 clusters Score -3671865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3671879.250000 Penalty: 5088.963867
	Iteration 29Q: 3 clusters Score -3671879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3671888.250000 Penalty: 5088.963867
	Iteration 30Q: 3 clusters Score -3671888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3671890.500000 Penalty: 5088.963867
	Iteration 31Q: 3 clusters Score -3671890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3671897.000000 Penalty: 5088.963867
	Iteration 32Q: 3 clusters Score -3671897 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3671906.000000 Penalty: 5088.963867
	Iteration 33Q: 3 clusters Score -3671906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3671931.750000 Penalty: 5088.963867
	Iteration 34Q: 3 clusters Score -3671932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3671942.500000 Penalty: 5088.963867
	Iteration 35Q: 3 clusters Score -3671942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3671945.000000 Penalty: 5088.963867
	Iteration 36Q: 3 clusters Score -3671945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3671952.000000 Penalty: 5088.963867
	Iteration 37Q: 3 clusters Score -3671952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3671964.750000 Penalty: 5088.963867
	Iteration 38Q: 3 clusters Score -3671965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3671972.500000 Penalty: 5088.963867
	Iteration 39Q: 3 clusters Score -3671972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3671973.500000 Penalty: 5088.963867
	Iteration 40F: 3 clusters Score -3671974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3671972.000000 Penalty: 5088.963867
	Iteration 41Q: 3 clusters Score -3671972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3671984.250000 Penalty: 5088.963867
	Iteration 42Q: 3 clusters Score -3671984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3671997.250000 Penalty: 5088.963867
	Iteration 43Q: 3 clusters Score -3671997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3672002.500000 Penalty: 5088.963867
	Iteration 44Q: 3 clusters Score -3672002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3671995.250000 Penalty: 5088.963867
	Iteration 45Q: 3 clusters Score -3671995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3672011.500000 Penalty: 5088.963867
	Iteration 46Q: 3 clusters Score -3672012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3672009.250000 Penalty: 5088.963867
	Iteration 47Q: 3 clusters Score -3672009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3672008.250000 Penalty: 5088.963867
	Iteration 48Q: 3 clusters Score -3672008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3672014.000000 Penalty: 5088.963867
	Iteration 49Q: 3 clusters Score -3672014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3672017.250000 Penalty: 5088.963867
	Iteration 50Q: 3 clusters Score -3672017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3672018.250000 Penalty: 5088.963867
	Iteration 51Q: 3 clusters Score -3672018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3672012.500000 Penalty: 5088.963867
	Iteration 52Q: 3 clusters Score -3672012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3672016.250000 Penalty: 5088.963867
	Iteration 53Q: 3 clusters Score -3672016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3672018.500000 Penalty: 5088.963867
	Iteration 54Q: 3 clusters Score -3672018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3672020.750000 Penalty: 5088.963867
	Iteration 55Q: 3 clusters Score -3672021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3672020.500000 Penalty: 5088.963867
	Iteration 56Q: 3 clusters Score -3672020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3672015.000000 Penalty: 5088.963867
	Iteration 57Q: 3 clusters Score -3672015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3672015.750000 Penalty: 5088.963867
	Iteration 58Q: 3 clusters Score -3672016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3672015.750000 Penalty: 5088.963867
	Iteration 59Q: 3 clusters Score -3672016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3672013.500000 Penalty: 5088.963867
	Iteration 60F: 3 clusters Score -3672014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (113466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Entering Unmasked Estep 
Score: -14899157.000000 Penalty: 2886.536133
	Iteration 0F: 2 clusters Score -1.489916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -14823552.000000 Penalty: 5773.072266
	Iteration 0F: 3 clusters Score -1.482355e+07 nChanged 53821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -14854355.000000 Penalty: 5773.072266
	Iteration 1F: 3 clusters Score -1.485436e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -14855114.000000 Penalty: 5773.072266
	Iteration 2Q: 3 clusters Score -1.485511e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -14855988.000000 Penalty: 5773.072266
	Iteration 3Q: 3 clusters Score -1.485599e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -14857230.000000 Penalty: 5773.072266
	Iteration 4Q: 3 clusters Score -1.485723e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -14859183.000000 Penalty: 5773.072266
	Iteration 5Q: 3 clusters Score -1.485918e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -14862732.000000 Penalty: 5773.072266
	Iteration 6F: 3 clusters Score -1.486273e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -14868442.000000 Penalty: 5773.072266
	Iteration 7F: 3 clusters Score -1.486844e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -14876072.000000 Penalty: 5773.072266
	Iteration 8F: 3 clusters Score -1.487607e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -14883478.000000 Penalty: 5773.072266
	Iteration 9F: 3 clusters Score -1.488348e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 104418 members 
Entering Unmasked Estep 
Score: -14889273.000000 Penalty: 5773.072266
	Iteration 10F: 3 clusters Score -1.488927e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -14892918.000000 Penalty: 5773.072266
	Iteration 11Q: 3 clusters Score -1.489292e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 110945 members 
Entering Unmasked Estep 
Score: -14894950.000000 Penalty: 5773.072266
	Iteration 12Q: 3 clusters Score -1.489495e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -14895868.000000 Penalty: 5773.072266
	Iteration 13Q: 3 clusters Score -1.489587e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 112568 members 
Entering Unmasked Estep 
Score: -14896190.000000 Penalty: 5773.072266
	Iteration 14Q: 3 clusters Score -1.489619e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 112781 members 
Entering Unmasked Estep 
Score: -14896430.000000 Penalty: 5773.072266
	Iteration 15Q: 3 clusters Score -1.489643e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 112888 members 
Entering Unmasked Estep 
Score: -14896512.000000 Penalty: 5773.072266
	Iteration 16Q: 3 clusters Score -1.489651e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -14896587.000000 Penalty: 5773.072266
	Iteration 17Q: 3 clusters Score -1.489659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -14896626.000000 Penalty: 5773.072266
	Iteration 18Q: 3 clusters Score -1.489663e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 113000 members 
Entering Unmasked Estep 
Score: -14896651.000000 Penalty: 5773.072266
	Iteration 19Q: 3 clusters Score -1.489665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 113021 members 
Entering Unmasked Estep 
Score: -14896657.000000 Penalty: 5773.072266
	Iteration 20F: 3 clusters Score -1.489666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -14896677.000000 Penalty: 5773.072266
	Iteration 21Q: 3 clusters Score -1.489668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -14896694.000000 Penalty: 5773.072266
	Iteration 22Q: 3 clusters Score -1.489669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -14896697.000000 Penalty: 5773.072266
	Iteration 23Q: 3 clusters Score -1.48967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 113040 members 
Entering Unmasked Estep 
Score: -14896716.000000 Penalty: 5773.072266
	Iteration 24Q: 3 clusters Score -1.489672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 113044 members 
Entering Unmasked Estep 
Score: -14896723.000000 Penalty: 5773.072266
	Iteration 25Q: 3 clusters Score -1.489672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -14896723.000000 Penalty: 5773.072266
	Iteration 26Q: 3 clusters Score -1.489672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 113049 members 
Entering Unmasked Estep 
Score: -14896727.000000 Penalty: 5773.072266
	Iteration 27Q: 3 clusters Score -1.489673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 113052 members 
Entering Unmasked Estep 
Score: -14896733.000000 Penalty: 5773.072266
	Iteration 28Q: 3 clusters Score -1.489673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 113054 members 
Entering Unmasked Estep 
Score: -14896737.000000 Penalty: 5773.072266
	Iteration 29Q: 3 clusters Score -1.489674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -14896740.000000 Penalty: 5773.072266
	Iteration 30Q: 3 clusters Score -1.489674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 113050 members 
Entering Unmasked Estep 
Score: -14896738.000000 Penalty: 5773.072266
	Iteration 31Q: 3 clusters Score -1.489674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 113050 members 
Entering Unmasked Estep 
Score: -14896738.000000 Penalty: 5773.072266
	Iteration 32F: 3 clusters Score -1.489674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -163435.359375 Penalty: 1799.211426
	Iteration 0F: 2 clusters Score -163435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161298.546875 Penalty: 3598.422852
	Iteration 0F: 3 clusters Score -161298.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -161875.687500 Penalty: 3598.422852
	Iteration 1F: 3 clusters Score -161875.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -162094.406250 Penalty: 3598.422852
	Iteration 2F: 3 clusters Score -162094.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162300.296875 Penalty: 3598.422852
	Iteration 3F: 3 clusters Score -162300.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162530.734375 Penalty: 3598.422852
	Iteration 4F: 3 clusters Score -162530.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162821.250000 Penalty: 3598.422852
	Iteration 5F: 3 clusters Score -162821.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -163133.765625 Penalty: 3598.422852
	Iteration 6F: 3 clusters Score -163133.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -163544.671875 Penalty: 3598.422852
	Iteration 7F: 3 clusters Score -163544.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -164082.109375 Penalty: 3598.422852
	Iteration 8Q: 3 clusters Score -164082.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -164157.656250 Penalty: 3598.422852
	Iteration 9Q: 3 clusters Score -164157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -164162.781250 Penalty: 3598.422852
	Iteration 10Q: 3 clusters Score -164162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -164165.484375 Penalty: 3598.422852
	Iteration 11Q: 3 clusters Score -164165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -164165.703125 Penalty: 3598.422852
	Iteration 12Q: 3 clusters Score -164165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -164165.703125 Penalty: 3598.422852
	Iteration 13F: 3 clusters Score -164165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 16926 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 14559 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 10 contains 40864 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 16 contains 7979 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28567 members 
Mstep: Class 20 contains 113466 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 23 contains 12395 members 
Entering Unmasked Estep 
Score: -42902688.000000 Penalty: 66272.132812
Splitting cluster 21 changes total score from -42899064.000000 to -42902688.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 23 (12395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Entering Unmasked Estep 
Score: -1634749.625000 Penalty: 2337.412109
	Iteration 0F: 2 clusters Score -1634750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1625670.250000 Penalty: 4674.824219
	Iteration 0F: 3 clusters Score -1625670 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1628404.500000 Penalty: 4674.824219
	Iteration 1F: 3 clusters Score -1628404 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1628700.125000 Penalty: 4674.824219
	Iteration 2F: 3 clusters Score -1628700 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1628923.750000 Penalty: 4674.824219
	Iteration 3Q: 3 clusters Score -1628924 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1629114.750000 Penalty: 4674.824219
	Iteration 4Q: 3 clusters Score -1629115 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1629304.125000 Penalty: 4674.824219
	Iteration 5Q: 3 clusters Score -1629304 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1629516.875000 Penalty: 4674.824219
	Iteration 6Q: 3 clusters Score -1629517 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1629758.875000 Penalty: 4674.824219
	Iteration 7Q: 3 clusters Score -1629759 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1630023.375000 Penalty: 4674.824219
	Iteration 8Q: 3 clusters Score -1630023 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1630356.625000 Penalty: 4674.824219
	Iteration 9Q: 3 clusters Score -1630357 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1630655.500000 Penalty: 4674.824219
	Iteration 10Q: 3 clusters Score -1630656 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1630916.125000 Penalty: 4674.824219
	Iteration 11Q: 3 clusters Score -1630916 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1631140.250000 Penalty: 4674.824219
	Iteration 12Q: 3 clusters Score -1631140 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1631326.000000 Penalty: 4674.824219
	Iteration 13Q: 3 clusters Score -1631326 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1631466.125000 Penalty: 4674.824219
	Iteration 14Q: 3 clusters Score -1631466 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1631594.500000 Penalty: 4674.824219
	Iteration 15Q: 3 clusters Score -1631594 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1631717.750000 Penalty: 4674.824219
	Iteration 16Q: 3 clusters Score -1631718 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1631825.125000 Penalty: 4674.824219
	Iteration 17Q: 3 clusters Score -1631825 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1631923.125000 Penalty: 4674.824219
	Iteration 18Q: 3 clusters Score -1631923 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1632010.875000 Penalty: 4674.824219
	Iteration 19Q: 3 clusters Score -1632011 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1632086.250000 Penalty: 4674.824219
	Iteration 20F: 3 clusters Score -1632086 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1632143.625000 Penalty: 4674.824219
	Iteration 21Q: 3 clusters Score -1632144 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1632207.375000 Penalty: 4674.824219
	Iteration 22Q: 3 clusters Score -1632207 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1632269.125000 Penalty: 4674.824219
	Iteration 23Q: 3 clusters Score -1632269 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1632327.750000 Penalty: 4674.824219
	Iteration 24Q: 3 clusters Score -1632328 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1632385.000000 Penalty: 4674.824219
	Iteration 25Q: 3 clusters Score -1632385 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1632438.875000 Penalty: 4674.824219
	Iteration 26Q: 3 clusters Score -1632439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1632485.000000 Penalty: 4674.824219
	Iteration 27Q: 3 clusters Score -1632485 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1632524.125000 Penalty: 4674.824219
	Iteration 28Q: 3 clusters Score -1632524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1632566.000000 Penalty: 4674.824219
	Iteration 29Q: 3 clusters Score -1632566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1632593.750000 Penalty: 4674.824219
	Iteration 30Q: 3 clusters Score -1632594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1632622.375000 Penalty: 4674.824219
	Iteration 31Q: 3 clusters Score -1632622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1632644.500000 Penalty: 4674.824219
	Iteration 32Q: 3 clusters Score -1632644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1632664.375000 Penalty: 4674.824219
	Iteration 33Q: 3 clusters Score -1632664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1632687.500000 Penalty: 4674.824219
	Iteration 34Q: 3 clusters Score -1632688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1632706.875000 Penalty: 4674.824219
	Iteration 35Q: 3 clusters Score -1632707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1632715.250000 Penalty: 4674.824219
	Iteration 36Q: 3 clusters Score -1632715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1632725.000000 Penalty: 4674.824219
	Iteration 37Q: 3 clusters Score -1632725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1632747.250000 Penalty: 4674.824219
	Iteration 38Q: 3 clusters Score -1632747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1632758.375000 Penalty: 4674.824219
	Iteration 39Q: 3 clusters Score -1632758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1632767.625000 Penalty: 4674.824219
	Iteration 40F: 3 clusters Score -1632768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1632776.875000 Penalty: 4674.824219
	Iteration 41Q: 3 clusters Score -1632777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1632785.125000 Penalty: 4674.824219
	Iteration 42Q: 3 clusters Score -1632785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1632795.250000 Penalty: 4674.824219
	Iteration 43Q: 3 clusters Score -1632795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1632805.000000 Penalty: 4674.824219
	Iteration 44Q: 3 clusters Score -1632805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1632812.750000 Penalty: 4674.824219
	Iteration 45Q: 3 clusters Score -1632813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1632815.000000 Penalty: 4674.824219
	Iteration 46Q: 3 clusters Score -1632815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1632819.500000 Penalty: 4674.824219
	Iteration 47Q: 3 clusters Score -1632820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1632822.250000 Penalty: 4674.824219
	Iteration 48Q: 3 clusters Score -1632822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1632820.625000 Penalty: 4674.824219
	Iteration 49Q: 3 clusters Score -1632821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1632827.875000 Penalty: 4674.824219
	Iteration 50Q: 3 clusters Score -1632828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1632831.375000 Penalty: 4674.824219
	Iteration 51Q: 3 clusters Score -1632831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1632832.500000 Penalty: 4674.824219
	Iteration 52Q: 3 clusters Score -1632832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1632831.250000 Penalty: 4674.824219
	Iteration 53Q: 3 clusters Score -1632831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1632830.375000 Penalty: 4674.824219
	Iteration 54Q: 3 clusters Score -1632830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1632832.125000 Penalty: 4674.824219
	Iteration 55Q: 3 clusters Score -1632832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1632833.375000 Penalty: 4674.824219
	Iteration 56Q: 3 clusters Score -1632833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1632834.875000 Penalty: 4674.824219
	Iteration 57Q: 3 clusters Score -1632835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1632840.250000 Penalty: 4674.824219
	Iteration 58Q: 3 clusters Score -1632840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1632840.250000 Penalty: 4674.824219
	Iteration 59Q: 3 clusters Score -1632840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1632840.875000 Penalty: 4674.824219
	Iteration 60F: 3 clusters Score -1632841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1632841.250000 Penalty: 4674.824219
	Iteration 61Q: 3 clusters Score -1632841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1632845.125000 Penalty: 4674.824219
	Iteration 62Q: 3 clusters Score -1632845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1632846.750000 Penalty: 4674.824219
	Iteration 63Q: 3 clusters Score -1632847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1632846.750000 Penalty: 4674.824219
	Iteration 64F: 3 clusters Score -1632847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 4 contains 16926 members 
Mstep: Class 6 contains 2444 members 
Mstep: Class 7 contains 14559 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 16 contains 7979 members 
Mstep: Class 19 contains 28567 members 
Mstep: Class 20 contains 113466 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 23 contains 12395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42904060.000000 Penalty: 66272.132812
Iteration 39Q: 22 clusters Score -4.290406e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 7219 members 
Mstep: Class 4 contains 17416 members 
Mstep: Class 5 contains 540 members 
Mstep: Class 6 contains 2434 members 
Mstep: Class 7 contains 14450 members 
Mstep: Class 8 contains 7928 members 
Mstep: Class 9 contains 42377 members 
Mstep: Class 10 contains 40654 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 6563 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28599 members 
Mstep: Class 20 contains 113143 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 23 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 22 clusters Score -4.29049e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 7300 members 
Mstep: Class 4 contains 17692 members 
Mstep: Class 5 contains 585 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 14337 members 
Mstep: Class 8 contains 7823 members 
Mstep: Class 9 contains 42659 members 
Mstep: Class 10 contains 41048 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 9275 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3511 members 
Mstep: Class 16 contains 8028 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28576 members 
Mstep: Class 20 contains 112611 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 23 contains 12394 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 22 clusters Score -4.290549e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 42906 members 
Mstep: Class 10 contains 41244 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 16 contains 8011 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28562 members 
Mstep: Class 20 contains 112238 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 22 clusters Score -4.290556e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 7381 members 
Mstep: Class 4 contains 18066 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 14146 members 
Mstep: Class 8 contains 7703 members 
Mstep: Class 9 contains 43131 members 
Mstep: Class 10 contains 41358 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 9304 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 7987 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28544 members 
Mstep: Class 20 contains 111916 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12403 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 22 clusters Score -4.29057e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 18197 members 
Mstep: Class 5 contains 621 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 14080 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 43324 members 
Mstep: Class 10 contains 41425 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9281 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 7982 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28530 members 
Mstep: Class 20 contains 111667 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 22 clusters Score -4.290577e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 18313 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 13994 members 
Mstep: Class 8 contains 7634 members 
Mstep: Class 9 contains 43500 members 
Mstep: Class 10 contains 41461 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9278 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28530 members 
Mstep: Class 20 contains 111464 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905896.000000 Penalty: 66272.132812
Iteration 45Q: 22 clusters Score -4.29059e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 7424 members 
Mstep: Class 4 contains 18399 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 2164 members 
Mstep: Class 7 contains 13926 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 43671 members 
Mstep: Class 10 contains 41504 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9273 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 7949 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28523 members 
Mstep: Class 20 contains 111285 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905904.000000 Penalty: 66272.132812
Iteration 46Q: 22 clusters Score -4.29059e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 5424 members 
Mstep: Class 3 contains 7430 members 
Mstep: Class 4 contains 18490 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 13863 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 43812 members 
Mstep: Class 10 contains 41526 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9278 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 7936 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28511 members 
Mstep: Class 20 contains 111141 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42905964.000000 Penalty: 66272.132812
Iteration 47Q: 22 clusters Score -4.290596e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 7437 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 13833 members 
Mstep: Class 8 contains 7561 members 
Mstep: Class 9 contains 43941 members 
Mstep: Class 10 contains 41541 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9278 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 7930 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28496 members 
Mstep: Class 20 contains 111012 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906004.000000 Penalty: 66272.132812
Iteration 48Q: 22 clusters Score -4.2906e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 18590 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 7549 members 
Mstep: Class 9 contains 44053 members 
Mstep: Class 10 contains 41558 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9285 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 7917 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28484 members 
Mstep: Class 20 contains 110892 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906040.000000 Penalty: 66272.132812
Iteration 49Q: 22 clusters Score -4.290604e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 7445 members 
Mstep: Class 4 contains 18630 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 13792 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 9 contains 44160 members 
Mstep: Class 10 contains 41569 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9280 members 
Mstep: Class 13 contains 6584 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 7900 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28477 members 
Mstep: Class 20 contains 110787 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906136.000000 Penalty: 66272.132812
Iteration 50Q: 22 clusters Score -4.290614e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 7450 members 
Mstep: Class 4 contains 18650 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 13779 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 44261 members 
Mstep: Class 10 contains 41579 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9279 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 7882 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28470 members 
Mstep: Class 20 contains 110696 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906148.000000 Penalty: 66272.132812
Iteration 51Q: 22 clusters Score -4.290615e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 5413 members 
Mstep: Class 3 contains 7451 members 
Mstep: Class 4 contains 18676 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 13758 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 44351 members 
Mstep: Class 10 contains 41585 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9273 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 7876 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28471 members 
Mstep: Class 20 contains 110606 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906252.000000 Penalty: 66272.132812
Iteration 52Q: 22 clusters Score -4.290625e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 7451 members 
Mstep: Class 4 contains 18713 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 13735 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 44447 members 
Mstep: Class 10 contains 41597 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9263 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 7869 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28466 members 
Mstep: Class 20 contains 110520 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906304.000000 Penalty: 66272.132812
Iteration 53Q: 22 clusters Score -4.29063e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 7454 members 
Mstep: Class 4 contains 18733 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 13710 members 
Mstep: Class 8 contains 7478 members 
Mstep: Class 9 contains 44545 members 
Mstep: Class 10 contains 41596 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9273 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 7861 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28454 members 
Mstep: Class 20 contains 110431 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906340.000000 Penalty: 66272.132812
Iteration 54Q: 22 clusters Score -4.290634e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 18759 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 7459 members 
Mstep: Class 9 contains 44633 members 
Mstep: Class 10 contains 41604 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9261 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 7856 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28444 members 
Mstep: Class 20 contains 110353 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906440.000000 Penalty: 66272.132812
Iteration 55Q: 22 clusters Score -4.290644e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 18784 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 13684 members 
Mstep: Class 8 contains 7440 members 
Mstep: Class 9 contains 44696 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9258 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28438 members 
Mstep: Class 20 contains 110279 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906400.000000 Penalty: 66272.132812
Iteration 56Q: 22 clusters Score -4.29064e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 7463 members 
Mstep: Class 4 contains 18797 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 13688 members 
Mstep: Class 8 contains 7422 members 
Mstep: Class 9 contains 44751 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 7840 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28433 members 
Mstep: Class 20 contains 110215 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906372.000000 Penalty: 66272.132812
Iteration 57Q: 22 clusters Score -4.290637e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 7466 members 
Mstep: Class 4 contains 18802 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 13680 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 44807 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 7837 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28434 members 
Mstep: Class 20 contains 110161 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906336.000000 Penalty: 66272.132812
Iteration 58Q: 22 clusters Score -4.290634e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 7471 members 
Mstep: Class 4 contains 18822 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 7411 members 
Mstep: Class 9 contains 44852 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7830 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 110120 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906320.000000 Penalty: 66272.132812
Iteration 59Q: 22 clusters Score -4.290632e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 7478 members 
Mstep: Class 4 contains 18841 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 13653 members 
Mstep: Class 8 contains 7410 members 
Mstep: Class 9 contains 44893 members 
Mstep: Class 10 contains 41616 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7827 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28433 members 
Mstep: Class 20 contains 110081 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906336.000000 Penalty: 66272.132812
Iteration 60F: 22 clusters Score -4.290634e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 7480 members 
Mstep: Class 4 contains 18847 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 13645 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 44931 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7825 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28429 members 
Mstep: Class 20 contains 110043 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906380.000000 Penalty: 66272.132812
Iteration 61Q: 22 clusters Score -4.290638e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 18862 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 13637 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 44963 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7815 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28424 members 
Mstep: Class 20 contains 110016 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906376.000000 Penalty: 66272.132812
Iteration 62Q: 22 clusters Score -4.290638e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 18877 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 13628 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 44993 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7810 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 109990 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906364.000000 Penalty: 66272.132812
Iteration 63Q: 22 clusters Score -4.290636e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 18885 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 13628 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 45020 members 
Mstep: Class 10 contains 41625 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9222 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7810 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28415 members 
Mstep: Class 20 contains 109971 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906360.000000 Penalty: 66272.132812
Iteration 64Q: 22 clusters Score -4.290636e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 18903 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 13624 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 45039 members 
Mstep: Class 10 contains 41625 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7810 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28411 members 
Mstep: Class 20 contains 109946 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906412.000000 Penalty: 66272.132812
Iteration 65Q: 22 clusters Score -4.290641e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 18914 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 13619 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 45062 members 
Mstep: Class 10 contains 41621 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7806 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28410 members 
Mstep: Class 20 contains 109923 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906488.000000 Penalty: 66272.132812
Iteration 66Q: 22 clusters Score -4.290649e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 18922 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 45087 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9210 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7801 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28405 members 
Mstep: Class 20 contains 109907 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906552.000000 Penalty: 66272.132812
Iteration 67Q: 22 clusters Score -4.290655e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 18939 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13585 members 
Mstep: Class 8 contains 7399 members 
Mstep: Class 9 contains 45120 members 
Mstep: Class 10 contains 41621 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7803 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28401 members 
Mstep: Class 20 contains 109886 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906536.000000 Penalty: 66272.132812
Iteration 68Q: 22 clusters Score -4.290654e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 18952 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 7399 members 
Mstep: Class 9 contains 45146 members 
Mstep: Class 10 contains 41620 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7803 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28393 members 
Mstep: Class 20 contains 109867 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906580.000000 Penalty: 66272.132812
Iteration 69Q: 22 clusters Score -4.290658e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 5421 members 
Mstep: Class 3 contains 7489 members 
Mstep: Class 4 contains 18967 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13550 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45166 members 
Mstep: Class 10 contains 41620 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9187 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7804 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28388 members 
Mstep: Class 20 contains 109853 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906528.000000 Penalty: 66272.132812
Iteration 70Q: 22 clusters Score -4.290653e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 18980 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13531 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45183 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9187 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28386 members 
Mstep: Class 20 contains 109838 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906556.000000 Penalty: 66272.132812
Iteration 71Q: 22 clusters Score -4.290656e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5425 members 
Mstep: Class 3 contains 7495 members 
Mstep: Class 4 contains 18989 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13512 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 45195 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9183 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7803 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28389 members 
Mstep: Class 20 contains 109827 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906512.000000 Penalty: 66272.132812
Iteration 72Q: 22 clusters Score -4.290651e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5425 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 19003 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13495 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 45217 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7800 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28389 members 
Mstep: Class 20 contains 109814 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906532.000000 Penalty: 66272.132812
Iteration 73Q: 22 clusters Score -4.290653e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 7501 members 
Mstep: Class 4 contains 19018 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13470 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 45240 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7796 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28388 members 
Mstep: Class 20 contains 109803 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906604.000000 Penalty: 66272.132812
Iteration 74Q: 22 clusters Score -4.29066e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 7505 members 
Mstep: Class 4 contains 19026 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13452 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 45253 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7794 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28389 members 
Mstep: Class 20 contains 109791 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906600.000000 Penalty: 66272.132812
Iteration 75Q: 22 clusters Score -4.29066e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 5428 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19034 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 45263 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7788 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28389 members 
Mstep: Class 20 contains 109789 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906568.000000 Penalty: 66272.132812
Iteration 76Q: 22 clusters Score -4.290657e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5428 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 19041 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 13427 members 
Mstep: Class 8 contains 7395 members 
Mstep: Class 9 contains 45270 members 
Mstep: Class 10 contains 41620 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7783 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28391 members 
Mstep: Class 20 contains 109787 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906532.000000 Penalty: 66272.132812
Iteration 77Q: 22 clusters Score -4.290653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 19046 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 13415 members 
Mstep: Class 8 contains 7394 members 
Mstep: Class 9 contains 45275 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7783 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28391 members 
Mstep: Class 20 contains 109783 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906520.000000 Penalty: 66272.132812
Iteration 78Q: 22 clusters Score -4.290652e+07 nChanged 27
Entering ConstructFrom: 
Score: -42906520.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (13529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Entering Unmasked Estep 
Score: -1751553.125000 Penalty: 2359.122314
	Iteration 0F: 2 clusters Score -1751553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1741589.500000 Penalty: 4718.244629
	Iteration 0F: 3 clusters Score -1741590 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1744684.250000 Penalty: 4718.244629
	Iteration 1F: 3 clusters Score -1744684 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1745009.000000 Penalty: 4718.244629
	Iteration 2F: 3 clusters Score -1745009 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1745251.750000 Penalty: 4718.244629
	Iteration 3Q: 3 clusters Score -1745252 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1745468.625000 Penalty: 4718.244629
	Iteration 4Q: 3 clusters Score -1745469 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1745636.875000 Penalty: 4718.244629
	Iteration 5Q: 3 clusters Score -1745637 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1745786.875000 Penalty: 4718.244629
	Iteration 6Q: 3 clusters Score -1745787 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1745943.000000 Penalty: 4718.244629
	Iteration 7Q: 3 clusters Score -1745943 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1746099.875000 Penalty: 4718.244629
	Iteration 8Q: 3 clusters Score -1746100 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1746266.375000 Penalty: 4718.244629
	Iteration 9Q: 3 clusters Score -1746266 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1746439.125000 Penalty: 4718.244629
	Iteration 10Q: 3 clusters Score -1746439 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1746627.000000 Penalty: 4718.244629
	Iteration 11Q: 3 clusters Score -1746627 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1746843.000000 Penalty: 4718.244629
	Iteration 12Q: 3 clusters Score -1746843 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1747100.125000 Penalty: 4718.244629
	Iteration 13Q: 3 clusters Score -1747100 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1747350.125000 Penalty: 4718.244629
	Iteration 14Q: 3 clusters Score -1747350 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1747584.625000 Penalty: 4718.244629
	Iteration 15Q: 3 clusters Score -1747585 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1747789.875000 Penalty: 4718.244629
	Iteration 16Q: 3 clusters Score -1747790 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1747959.000000 Penalty: 4718.244629
	Iteration 17Q: 3 clusters Score -1747959 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1748109.875000 Penalty: 4718.244629
	Iteration 18Q: 3 clusters Score -1748110 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1748213.875000 Penalty: 4718.244629
	Iteration 19Q: 3 clusters Score -1748214 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1748308.125000 Penalty: 4718.244629
	Iteration 20F: 3 clusters Score -1748308 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1748387.625000 Penalty: 4718.244629
	Iteration 21Q: 3 clusters Score -1748388 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1748446.000000 Penalty: 4718.244629
	Iteration 22Q: 3 clusters Score -1748446 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1748497.250000 Penalty: 4718.244629
	Iteration 23Q: 3 clusters Score -1748497 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1748544.625000 Penalty: 4718.244629
	Iteration 24Q: 3 clusters Score -1748545 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1748611.000000 Penalty: 4718.244629
	Iteration 25Q: 3 clusters Score -1748611 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1748671.875000 Penalty: 4718.244629
	Iteration 26Q: 3 clusters Score -1748672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1748724.875000 Penalty: 4718.244629
	Iteration 27Q: 3 clusters Score -1748725 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1748773.375000 Penalty: 4718.244629
	Iteration 28Q: 3 clusters Score -1748773 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1748816.750000 Penalty: 4718.244629
	Iteration 29Q: 3 clusters Score -1748817 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1748867.875000 Penalty: 4718.244629
	Iteration 30Q: 3 clusters Score -1748868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1748915.625000 Penalty: 4718.244629
	Iteration 31Q: 3 clusters Score -1748916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1748952.000000 Penalty: 4718.244629
	Iteration 32Q: 3 clusters Score -1748952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1748984.250000 Penalty: 4718.244629
	Iteration 33Q: 3 clusters Score -1748984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1749019.250000 Penalty: 4718.244629
	Iteration 34Q: 3 clusters Score -1749019 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1749057.250000 Penalty: 4718.244629
	Iteration 35Q: 3 clusters Score -1749057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1749086.750000 Penalty: 4718.244629
	Iteration 36Q: 3 clusters Score -1749087 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1749138.625000 Penalty: 4718.244629
	Iteration 37Q: 3 clusters Score -1749139 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1749185.375000 Penalty: 4718.244629
	Iteration 38Q: 3 clusters Score -1749185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1749232.250000 Penalty: 4718.244629
	Iteration 39Q: 3 clusters Score -1749232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1749264.625000 Penalty: 4718.244629
	Iteration 40F: 3 clusters Score -1749265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1749290.125000 Penalty: 4718.244629
	Iteration 41Q: 3 clusters Score -1749290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1749326.000000 Penalty: 4718.244629
	Iteration 42Q: 3 clusters Score -1749326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1749347.750000 Penalty: 4718.244629
	Iteration 43Q: 3 clusters Score -1749348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1749372.625000 Penalty: 4718.244629
	Iteration 44Q: 3 clusters Score -1749373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1749382.000000 Penalty: 4718.244629
	Iteration 45Q: 3 clusters Score -1749382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1749399.000000 Penalty: 4718.244629
	Iteration 46Q: 3 clusters Score -1749399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1749406.500000 Penalty: 4718.244629
	Iteration 47Q: 3 clusters Score -1749406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1749421.750000 Penalty: 4718.244629
	Iteration 48Q: 3 clusters Score -1749422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1749429.500000 Penalty: 4718.244629
	Iteration 49Q: 3 clusters Score -1749430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1749440.375000 Penalty: 4718.244629
	Iteration 50Q: 3 clusters Score -1749440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1749449.875000 Penalty: 4718.244629
	Iteration 51Q: 3 clusters Score -1749450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1749457.125000 Penalty: 4718.244629
	Iteration 52Q: 3 clusters Score -1749457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1749466.500000 Penalty: 4718.244629
	Iteration 53Q: 3 clusters Score -1749466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1749473.750000 Penalty: 4718.244629
	Iteration 54Q: 3 clusters Score -1749474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1749480.375000 Penalty: 4718.244629
	Iteration 55Q: 3 clusters Score -1749480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1749488.000000 Penalty: 4718.244629
	Iteration 56Q: 3 clusters Score -1749488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1749493.375000 Penalty: 4718.244629
	Iteration 57Q: 3 clusters Score -1749493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1749500.000000 Penalty: 4718.244629
	Iteration 58Q: 3 clusters Score -1749500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1749502.000000 Penalty: 4718.244629
	Iteration 59Q: 3 clusters Score -1749502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1749502.500000 Penalty: 4718.244629
	Iteration 60F: 3 clusters Score -1749502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1749502.500000 Penalty: 4718.244629
	Iteration 61Q: 3 clusters Score -1749502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1749508.250000 Penalty: 4718.244629
	Iteration 62Q: 3 clusters Score -1749508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1749511.250000 Penalty: 4718.244629
	Iteration 63Q: 3 clusters Score -1749511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1749512.625000 Penalty: 4718.244629
	Iteration 64Q: 3 clusters Score -1749513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1749512.750000 Penalty: 4718.244629
	Iteration 65Q: 3 clusters Score -1749513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1749515.375000 Penalty: 4718.244629
	Iteration 66Q: 3 clusters Score -1749515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1749517.625000 Penalty: 4718.244629
	Iteration 67Q: 3 clusters Score -1749518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1749518.750000 Penalty: 4718.244629
	Iteration 68Q: 3 clusters Score -1749519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1749527.375000 Penalty: 4718.244629
	Iteration 69Q: 3 clusters Score -1749527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1749525.500000 Penalty: 4718.244629
	Iteration 70Q: 3 clusters Score -1749526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1749532.500000 Penalty: 4718.244629
	Iteration 71Q: 3 clusters Score -1749532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1749537.000000 Penalty: 4718.244629
	Iteration 72Q: 3 clusters Score -1749537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1749538.500000 Penalty: 4718.244629
	Iteration 73Q: 3 clusters Score -1749538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1749542.500000 Penalty: 4718.244629
	Iteration 74Q: 3 clusters Score -1749542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1749541.875000 Penalty: 4718.244629
	Iteration 75Q: 3 clusters Score -1749542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1749544.750000 Penalty: 4718.244629
	Iteration 76Q: 3 clusters Score -1749545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1749545.125000 Penalty: 4718.244629
	Iteration 77Q: 3 clusters Score -1749545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1749543.000000 Penalty: 4718.244629
	Iteration 78Q: 3 clusters Score -1749543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1749546.125000 Penalty: 4718.244629
	Iteration 79Q: 3 clusters Score -1749546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1749546.125000 Penalty: 4718.244629
	Iteration 80F: 3 clusters Score -1749546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -702303.250000 Penalty: 2132.724121
	Iteration 0F: 2 clusters Score -702303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -697544.750000 Penalty: 4265.448242
	Iteration 0F: 3 clusters Score -697544.8 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -698663.125000 Penalty: 4265.448242
	Iteration 1F: 3 clusters Score -698663.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -698865.250000 Penalty: 4265.448242
	Iteration 2F: 3 clusters Score -698865.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -698995.562500 Penalty: 4265.448242
	Iteration 3F: 3 clusters Score -698995.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -699071.812500 Penalty: 4265.448242
	Iteration 4Q: 3 clusters Score -699071.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -699139.250000 Penalty: 4265.448242
	Iteration 5Q: 3 clusters Score -699139.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -699191.562500 Penalty: 4265.448242
	Iteration 6Q: 3 clusters Score -699191.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -699236.375000 Penalty: 4265.448242
	Iteration 7Q: 3 clusters Score -699236.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -699279.000000 Penalty: 4265.448242
	Iteration 8Q: 3 clusters Score -699279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -699319.125000 Penalty: 4265.448242
	Iteration 9Q: 3 clusters Score -699319.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -699372.750000 Penalty: 4265.448242
	Iteration 10Q: 3 clusters Score -699372.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -699435.250000 Penalty: 4265.448242
	Iteration 11Q: 3 clusters Score -699435.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -699511.875000 Penalty: 4265.448242
	Iteration 12Q: 3 clusters Score -699511.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -699594.187500 Penalty: 4265.448242
	Iteration 13Q: 3 clusters Score -699594.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -699666.500000 Penalty: 4265.448242
	Iteration 14Q: 3 clusters Score -699666.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -699732.937500 Penalty: 4265.448242
	Iteration 15Q: 3 clusters Score -699732.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -699786.750000 Penalty: 4265.448242
	Iteration 16Q: 3 clusters Score -699786.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -699841.750000 Penalty: 4265.448242
	Iteration 17Q: 3 clusters Score -699841.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -699893.250000 Penalty: 4265.448242
	Iteration 18Q: 3 clusters Score -699893.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -699940.000000 Penalty: 4265.448242
	Iteration 19Q: 3 clusters Score -699940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -699983.125000 Penalty: 4265.448242
	Iteration 20F: 3 clusters Score -699983.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -700021.187500 Penalty: 4265.448242
	Iteration 21Q: 3 clusters Score -700021.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -700047.125000 Penalty: 4265.448242
	Iteration 22Q: 3 clusters Score -700047.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -700068.000000 Penalty: 4265.448242
	Iteration 23Q: 3 clusters Score -700068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -700090.500000 Penalty: 4265.448242
	Iteration 24Q: 3 clusters Score -700090.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -700111.437500 Penalty: 4265.448242
	Iteration 25Q: 3 clusters Score -700111.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -700127.375000 Penalty: 4265.448242
	Iteration 26Q: 3 clusters Score -700127.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -700155.750000 Penalty: 4265.448242
	Iteration 27Q: 3 clusters Score -700155.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -700173.687500 Penalty: 4265.448242
	Iteration 28Q: 3 clusters Score -700173.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -700188.062500 Penalty: 4265.448242
	Iteration 29Q: 3 clusters Score -700188.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -700199.375000 Penalty: 4265.448242
	Iteration 30Q: 3 clusters Score -700199.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -700209.937500 Penalty: 4265.448242
	Iteration 31Q: 3 clusters Score -700209.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -700218.812500 Penalty: 4265.448242
	Iteration 32Q: 3 clusters Score -700218.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -700227.750000 Penalty: 4265.448242
	Iteration 33Q: 3 clusters Score -700227.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -700236.437500 Penalty: 4265.448242
	Iteration 34Q: 3 clusters Score -700236.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -700241.062500 Penalty: 4265.448242
	Iteration 35Q: 3 clusters Score -700241.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -700243.625000 Penalty: 4265.448242
	Iteration 36Q: 3 clusters Score -700243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -700247.375000 Penalty: 4265.448242
	Iteration 37Q: 3 clusters Score -700247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -700249.437500 Penalty: 4265.448242
	Iteration 38Q: 3 clusters Score -700249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -700252.562500 Penalty: 4265.448242
	Iteration 39Q: 3 clusters Score -700252.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -700256.062500 Penalty: 4265.448242
	Iteration 40F: 3 clusters Score -700256.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -700262.187500 Penalty: 4265.448242
	Iteration 41Q: 3 clusters Score -700262.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -700267.687500 Penalty: 4265.448242
	Iteration 42Q: 3 clusters Score -700267.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -700275.062500 Penalty: 4265.448242
	Iteration 43Q: 3 clusters Score -700275.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -700281.750000 Penalty: 4265.448242
	Iteration 44Q: 3 clusters Score -700281.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -700287.000000 Penalty: 4265.448242
	Iteration 45Q: 3 clusters Score -700287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -700290.687500 Penalty: 4265.448242
	Iteration 46Q: 3 clusters Score -700290.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -700296.250000 Penalty: 4265.448242
	Iteration 47Q: 3 clusters Score -700296.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -700301.750000 Penalty: 4265.448242
	Iteration 48Q: 3 clusters Score -700301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -700308.375000 Penalty: 4265.448242
	Iteration 49Q: 3 clusters Score -700308.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -700317.562500 Penalty: 4265.448242
	Iteration 50Q: 3 clusters Score -700317.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -700322.562500 Penalty: 4265.448242
	Iteration 51Q: 3 clusters Score -700322.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -700324.812500 Penalty: 4265.448242
	Iteration 52Q: 3 clusters Score -700324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -700327.187500 Penalty: 4265.448242
	Iteration 53Q: 3 clusters Score -700327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -700329.187500 Penalty: 4265.448242
	Iteration 54Q: 3 clusters Score -700329.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -700331.500000 Penalty: 4265.448242
	Iteration 55Q: 3 clusters Score -700331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -700332.125000 Penalty: 4265.448242
	Iteration 56Q: 3 clusters Score -700332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -700334.937500 Penalty: 4265.448242
	Iteration 57Q: 3 clusters Score -700334.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -700335.500000 Penalty: 4265.448242
	Iteration 58Q: 3 clusters Score -700335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -700336.625000 Penalty: 4265.448242
	Iteration 59Q: 3 clusters Score -700336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -700338.750000 Penalty: 4265.448242
	Iteration 60F: 3 clusters Score -700338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -700340.000000 Penalty: 4265.448242
	Iteration 61Q: 3 clusters Score -700340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -700340.625000 Penalty: 4265.448242
	Iteration 62Q: 3 clusters Score -700340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -700344.375000 Penalty: 4265.448242
	Iteration 63Q: 3 clusters Score -700344.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -700345.687500 Penalty: 4265.448242
	Iteration 64Q: 3 clusters Score -700345.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -700349.875000 Penalty: 4265.448242
	Iteration 65Q: 3 clusters Score -700349.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -700352.312500 Penalty: 4265.448242
	Iteration 66Q: 3 clusters Score -700352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -700355.937500 Penalty: 4265.448242
	Iteration 67Q: 3 clusters Score -700355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -700359.062500 Penalty: 4265.448242
	Iteration 68Q: 3 clusters Score -700359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -700361.250000 Penalty: 4265.448242
	Iteration 69Q: 3 clusters Score -700361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -700362.625000 Penalty: 4265.448242
	Iteration 70Q: 3 clusters Score -700362.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -700364.250000 Penalty: 4265.448242
	Iteration 71Q: 3 clusters Score -700364.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -700366.500000 Penalty: 4265.448242
	Iteration 72Q: 3 clusters Score -700366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -700367.187500 Penalty: 4265.448242
	Iteration 73Q: 3 clusters Score -700367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -700368.062500 Penalty: 4265.448242
	Iteration 74Q: 3 clusters Score -700368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -700369.312500 Penalty: 4265.448242
	Iteration 75Q: 3 clusters Score -700369.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -700370.062500 Penalty: 4265.448242
	Iteration 76Q: 3 clusters Score -700370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -700369.937500 Penalty: 4265.448242
	Iteration 77Q: 3 clusters Score -700369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -700369.937500 Penalty: 4265.448242
	Iteration 78F: 3 clusters Score -700369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Entering Unmasked Estep 
Score: -982725.875000 Penalty: 2213.314697
	Iteration 0F: 2 clusters Score -982725.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -976633.687500 Penalty: 4426.629395
	Iteration 0F: 3 clusters Score -976633.7 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -978223.437500 Penalty: 4426.629395
	Iteration 1F: 3 clusters Score -978223.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -978440.250000 Penalty: 4426.629395
	Iteration 2F: 3 clusters Score -978440.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -978569.437500 Penalty: 4426.629395
	Iteration 3Q: 3 clusters Score -978569.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -978679.812500 Penalty: 4426.629395
	Iteration 4Q: 3 clusters Score -978679.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -978766.625000 Penalty: 4426.629395
	Iteration 5Q: 3 clusters Score -978766.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -978824.562500 Penalty: 4426.629395
	Iteration 6Q: 3 clusters Score -978824.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -978885.625000 Penalty: 4426.629395
	Iteration 7Q: 3 clusters Score -978885.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -978939.125000 Penalty: 4426.629395
	Iteration 8Q: 3 clusters Score -978939.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -978990.562500 Penalty: 4426.629395
	Iteration 9Q: 3 clusters Score -978990.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -979049.500000 Penalty: 4426.629395
	Iteration 10Q: 3 clusters Score -979049.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -979112.812500 Penalty: 4426.629395
	Iteration 11Q: 3 clusters Score -979112.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -979195.937500 Penalty: 4426.629395
	Iteration 12Q: 3 clusters Score -979195.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -979298.250000 Penalty: 4426.629395
	Iteration 13Q: 3 clusters Score -979298.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -979439.000000 Penalty: 4426.629395
	Iteration 14Q: 3 clusters Score -979439 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -979591.062500 Penalty: 4426.629395
	Iteration 15Q: 3 clusters Score -979591.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -979781.437500 Penalty: 4426.629395
	Iteration 16Q: 3 clusters Score -979781.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -979954.875000 Penalty: 4426.629395
	Iteration 17Q: 3 clusters Score -979954.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -980122.125000 Penalty: 4426.629395
	Iteration 18Q: 3 clusters Score -980122.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -980252.562500 Penalty: 4426.629395
	Iteration 19Q: 3 clusters Score -980252.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -980357.000000 Penalty: 4426.629395
	Iteration 20F: 3 clusters Score -980357 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -980459.437500 Penalty: 4426.629395
	Iteration 21Q: 3 clusters Score -980459.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -980543.000000 Penalty: 4426.629395
	Iteration 22Q: 3 clusters Score -980543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -980608.125000 Penalty: 4426.629395
	Iteration 23Q: 3 clusters Score -980608.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -980654.437500 Penalty: 4426.629395
	Iteration 24Q: 3 clusters Score -980654.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -980683.687500 Penalty: 4426.629395
	Iteration 25Q: 3 clusters Score -980683.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -980714.375000 Penalty: 4426.629395
	Iteration 26Q: 3 clusters Score -980714.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -980729.875000 Penalty: 4426.629395
	Iteration 27Q: 3 clusters Score -980729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -980741.687500 Penalty: 4426.629395
	Iteration 28Q: 3 clusters Score -980741.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -980747.812500 Penalty: 4426.629395
	Iteration 29Q: 3 clusters Score -980747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -980753.125000 Penalty: 4426.629395
	Iteration 30Q: 3 clusters Score -980753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -980757.687500 Penalty: 4426.629395
	Iteration 31Q: 3 clusters Score -980757.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -980764.875000 Penalty: 4426.629395
	Iteration 32Q: 3 clusters Score -980764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -980766.250000 Penalty: 4426.629395
	Iteration 33Q: 3 clusters Score -980766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -980766.812500 Penalty: 4426.629395
	Iteration 34Q: 3 clusters Score -980766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -980769.375000 Penalty: 4426.629395
	Iteration 35Q: 3 clusters Score -980769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -980771.437500 Penalty: 4426.629395
	Iteration 36Q: 3 clusters Score -980771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -980771.437500 Penalty: 4426.629395
	Iteration 37F: 3 clusters Score -980771.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Entering Unmasked Estep 
Score: -2494111.750000 Penalty: 2443.995850
	Iteration 0F: 2 clusters Score -2494112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2480503.500000 Penalty: 4887.991699
	Iteration 0F: 3 clusters Score -2480504 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2485002.500000 Penalty: 4887.991699
	Iteration 1F: 3 clusters Score -2485002 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2485579.000000 Penalty: 4887.991699
	Iteration 2F: 3 clusters Score -2485579 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2486196.750000 Penalty: 4887.991699
	Iteration 3F: 3 clusters Score -2486197 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2486960.500000 Penalty: 4887.991699
	Iteration 4F: 3 clusters Score -2486960 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2487810.250000 Penalty: 4887.991699
	Iteration 5F: 3 clusters Score -2487810 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2488688.000000 Penalty: 4887.991699
	Iteration 6F: 3 clusters Score -2488688 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2489536.750000 Penalty: 4887.991699
	Iteration 7F: 3 clusters Score -2489537 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2490259.500000 Penalty: 4887.991699
	Iteration 8Q: 3 clusters Score -2490260 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2490857.000000 Penalty: 4887.991699
	Iteration 9Q: 3 clusters Score -2490857 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2491367.250000 Penalty: 4887.991699
	Iteration 10Q: 3 clusters Score -2491367 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2491734.250000 Penalty: 4887.991699
	Iteration 11Q: 3 clusters Score -2491734 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2491980.250000 Penalty: 4887.991699
	Iteration 12Q: 3 clusters Score -2491980 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2492102.000000 Penalty: 4887.991699
	Iteration 13Q: 3 clusters Score -2492102 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2492152.750000 Penalty: 4887.991699
	Iteration 14Q: 3 clusters Score -2492153 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2492173.250000 Penalty: 4887.991699
	Iteration 15Q: 3 clusters Score -2492173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2492193.750000 Penalty: 4887.991699
	Iteration 16Q: 3 clusters Score -2492194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2492198.500000 Penalty: 4887.991699
	Iteration 17Q: 3 clusters Score -2492198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2492215.000000 Penalty: 4887.991699
	Iteration 18Q: 3 clusters Score -2492215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2492221.500000 Penalty: 4887.991699
	Iteration 19Q: 3 clusters Score -2492222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2492226.250000 Penalty: 4887.991699
	Iteration 20F: 3 clusters Score -2492226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2492242.750000 Penalty: 4887.991699
	Iteration 21Q: 3 clusters Score -2492243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2492247.750000 Penalty: 4887.991699
	Iteration 22Q: 3 clusters Score -2492248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2492253.250000 Penalty: 4887.991699
	Iteration 23Q: 3 clusters Score -2492253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2492252.250000 Penalty: 4887.991699
	Iteration 24Q: 3 clusters Score -2492252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2492255.000000 Penalty: 4887.991699
	Iteration 25Q: 3 clusters Score -2492255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2492257.000000 Penalty: 4887.991699
	Iteration 26Q: 3 clusters Score -2492257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2492257.250000 Penalty: 4887.991699
	Iteration 27Q: 3 clusters Score -2492257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2492256.000000 Penalty: 4887.991699
	Iteration 28Q: 3 clusters Score -2492256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2492252.750000 Penalty: 4887.991699
	Iteration 29Q: 3 clusters Score -2492253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2492255.750000 Penalty: 4887.991699
	Iteration 30Q: 3 clusters Score -2492256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2492256.500000 Penalty: 4887.991699
	Iteration 31Q: 3 clusters Score -2492256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2492256.250000 Penalty: 4887.991699
	Iteration 32Q: 3 clusters Score -2492256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2492256.250000 Penalty: 4887.991699
	Iteration 33F: 3 clusters Score -2492256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -78141.031250 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -78141.03 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 314 members 
Entering Unmasked Estep 
Score: -76487.593750 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -76487.59 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76679.429688 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -76679.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76734.164062 Penalty: 3194.709473
	Iteration 2Q: 3 clusters Score -76734.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76752.828125 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -76752.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76769.250000 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -76769.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76785.039062 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76785.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76790.539062 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76790.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76791.742188 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -76791.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76791.742188 Penalty: 3194.709473
	Iteration 8F: 3 clusters Score -76791.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -279205.312500 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -279205.3 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 1081 members 
Entering Unmasked Estep 
Score: -276529.000000 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -276529 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -276976.437500 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -276976.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -277107.437500 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -277107.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -277167.593750 Penalty: 3795.662842
	Iteration 3Q: 3 clusters Score -277167.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277207.937500 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -277207.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -277233.875000 Penalty: 3795.662842
	Iteration 5Q: 3 clusters Score -277233.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277251.250000 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -277251.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -277259.812500 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -277259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -277264.281250 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -277264.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277275.093750 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -277275.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -277283.437500 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -277283.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -277287.093750 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -277287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -277291.312500 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -277291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -277293.531250 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -277293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -277295.468750 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -277295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -277296.437500 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -277296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -277299.843750 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -277299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -277302.718750 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -277302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -277306.468750 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -277306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -277309.375000 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -277309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -277311.843750 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -277311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -277315.593750 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -277315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -277317.937500 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -277317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -277317.843750 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -277317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -277317.843750 Penalty: 3795.662842
	Iteration 24F: 3 clusters Score -277317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Entering Unmasked Estep 
Score: -1700106.875000 Penalty: 2356.875977
	Iteration 0F: 2 clusters Score -1700107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1690275.250000 Penalty: 4713.751953
	Iteration 0F: 3 clusters Score -1690275 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1693237.625000 Penalty: 4713.751953
	Iteration 1F: 3 clusters Score -1693238 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1693586.375000 Penalty: 4713.751953
	Iteration 2F: 3 clusters Score -1693586 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1693869.250000 Penalty: 4713.751953
	Iteration 3Q: 3 clusters Score -1693869 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1694114.250000 Penalty: 4713.751953
	Iteration 4Q: 3 clusters Score -1694114 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1694331.375000 Penalty: 4713.751953
	Iteration 5Q: 3 clusters Score -1694331 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1694550.375000 Penalty: 4713.751953
	Iteration 6Q: 3 clusters Score -1694550 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1694804.500000 Penalty: 4713.751953
	Iteration 7Q: 3 clusters Score -1694804 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1695087.250000 Penalty: 4713.751953
	Iteration 8Q: 3 clusters Score -1695087 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1695430.000000 Penalty: 4713.751953
	Iteration 9Q: 3 clusters Score -1695430 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1695819.750000 Penalty: 4713.751953
	Iteration 10Q: 3 clusters Score -1695820 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1696195.250000 Penalty: 4713.751953
	Iteration 11Q: 3 clusters Score -1696195 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1696509.375000 Penalty: 4713.751953
	Iteration 12Q: 3 clusters Score -1696509 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1696783.375000 Penalty: 4713.751953
	Iteration 13Q: 3 clusters Score -1696783 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1697024.000000 Penalty: 4713.751953
	Iteration 14Q: 3 clusters Score -1697024 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1697224.000000 Penalty: 4713.751953
	Iteration 15Q: 3 clusters Score -1697224 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1697356.750000 Penalty: 4713.751953
	Iteration 16Q: 3 clusters Score -1697357 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1697453.000000 Penalty: 4713.751953
	Iteration 17Q: 3 clusters Score -1697453 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1697534.750000 Penalty: 4713.751953
	Iteration 18Q: 3 clusters Score -1697535 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1697595.875000 Penalty: 4713.751953
	Iteration 19Q: 3 clusters Score -1697596 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1697660.000000 Penalty: 4713.751953
	Iteration 20F: 3 clusters Score -1697660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1697718.250000 Penalty: 4713.751953
	Iteration 21Q: 3 clusters Score -1697718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1697778.875000 Penalty: 4713.751953
	Iteration 22Q: 3 clusters Score -1697779 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1697828.125000 Penalty: 4713.751953
	Iteration 23Q: 3 clusters Score -1697828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1697863.875000 Penalty: 4713.751953
	Iteration 24Q: 3 clusters Score -1697864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1697891.125000 Penalty: 4713.751953
	Iteration 25Q: 3 clusters Score -1697891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1697922.250000 Penalty: 4713.751953
	Iteration 26Q: 3 clusters Score -1697922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1697939.625000 Penalty: 4713.751953
	Iteration 27Q: 3 clusters Score -1697940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1697953.750000 Penalty: 4713.751953
	Iteration 28Q: 3 clusters Score -1697954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1697963.125000 Penalty: 4713.751953
	Iteration 29Q: 3 clusters Score -1697963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1697974.375000 Penalty: 4713.751953
	Iteration 30Q: 3 clusters Score -1697974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1697980.750000 Penalty: 4713.751953
	Iteration 31Q: 3 clusters Score -1697981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1697989.625000 Penalty: 4713.751953
	Iteration 32Q: 3 clusters Score -1697990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1697997.875000 Penalty: 4713.751953
	Iteration 33Q: 3 clusters Score -1697998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1698008.250000 Penalty: 4713.751953
	Iteration 34Q: 3 clusters Score -1698008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1698015.875000 Penalty: 4713.751953
	Iteration 35Q: 3 clusters Score -1698016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1698024.125000 Penalty: 4713.751953
	Iteration 36Q: 3 clusters Score -1698024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1698032.500000 Penalty: 4713.751953
	Iteration 37Q: 3 clusters Score -1698032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1698035.625000 Penalty: 4713.751953
	Iteration 38Q: 3 clusters Score -1698036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1698039.500000 Penalty: 4713.751953
	Iteration 39Q: 3 clusters Score -1698040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1698041.750000 Penalty: 4713.751953
	Iteration 40F: 3 clusters Score -1698042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1698048.375000 Penalty: 4713.751953
	Iteration 41Q: 3 clusters Score -1698048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1698052.375000 Penalty: 4713.751953
	Iteration 42Q: 3 clusters Score -1698052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1698057.125000 Penalty: 4713.751953
	Iteration 43Q: 3 clusters Score -1698057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1698062.125000 Penalty: 4713.751953
	Iteration 44Q: 3 clusters Score -1698062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1698067.000000 Penalty: 4713.751953
	Iteration 45Q: 3 clusters Score -1698067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1698068.500000 Penalty: 4713.751953
	Iteration 46Q: 3 clusters Score -1698068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1698070.875000 Penalty: 4713.751953
	Iteration 47Q: 3 clusters Score -1698071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1698071.375000 Penalty: 4713.751953
	Iteration 48Q: 3 clusters Score -1698071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1698073.500000 Penalty: 4713.751953
	Iteration 49Q: 3 clusters Score -1698074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1698074.875000 Penalty: 4713.751953
	Iteration 50Q: 3 clusters Score -1698075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1698075.625000 Penalty: 4713.751953
	Iteration 51Q: 3 clusters Score -1698076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1698075.125000 Penalty: 4713.751953
	Iteration 52Q: 3 clusters Score -1698075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1698075.125000 Penalty: 4713.751953
	Iteration 53F: 3 clusters Score -1698075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Entering Unmasked Estep 
Score: -951729.312500 Penalty: 2209.356201
	Iteration 0F: 2 clusters Score -951729.3 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 3642 members 
Entering Unmasked Estep 
Score: -945752.187500 Penalty: 4418.712402
	Iteration 0F: 3 clusters Score -945752.2 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -947543.750000 Penalty: 4418.712402
	Iteration 1F: 3 clusters Score -947543.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -948004.750000 Penalty: 4418.712402
	Iteration 2F: 3 clusters Score -948004.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -948422.687500 Penalty: 4418.712402
	Iteration 3F: 3 clusters Score -948422.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -948696.500000 Penalty: 4418.712402
	Iteration 4F: 3 clusters Score -948696.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -948880.875000 Penalty: 4418.712402
	Iteration 5Q: 3 clusters Score -948880.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -949013.000000 Penalty: 4418.712402
	Iteration 6Q: 3 clusters Score -949013 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -949102.937500 Penalty: 4418.712402
	Iteration 7Q: 3 clusters Score -949102.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -949179.250000 Penalty: 4418.712402
	Iteration 8Q: 3 clusters Score -949179.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -949236.687500 Penalty: 4418.712402
	Iteration 9Q: 3 clusters Score -949236.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -949274.687500 Penalty: 4418.712402
	Iteration 10Q: 3 clusters Score -949274.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -949310.875000 Penalty: 4418.712402
	Iteration 11Q: 3 clusters Score -949310.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -949344.875000 Penalty: 4418.712402
	Iteration 12Q: 3 clusters Score -949344.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -949374.500000 Penalty: 4418.712402
	Iteration 13Q: 3 clusters Score -949374.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -949405.062500 Penalty: 4418.712402
	Iteration 14Q: 3 clusters Score -949405.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -949423.500000 Penalty: 4418.712402
	Iteration 15Q: 3 clusters Score -949423.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -949450.187500 Penalty: 4418.712402
	Iteration 16Q: 3 clusters Score -949450.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -949474.437500 Penalty: 4418.712402
	Iteration 17Q: 3 clusters Score -949474.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -949493.750000 Penalty: 4418.712402
	Iteration 18Q: 3 clusters Score -949493.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -949510.312500 Penalty: 4418.712402
	Iteration 19Q: 3 clusters Score -949510.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -949527.937500 Penalty: 4418.712402
	Iteration 20F: 3 clusters Score -949527.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -949550.937500 Penalty: 4418.712402
	Iteration 21Q: 3 clusters Score -949550.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -949578.437500 Penalty: 4418.712402
	Iteration 22Q: 3 clusters Score -949578.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -949601.812500 Penalty: 4418.712402
	Iteration 23Q: 3 clusters Score -949601.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -949626.187500 Penalty: 4418.712402
	Iteration 24Q: 3 clusters Score -949626.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -949651.312500 Penalty: 4418.712402
	Iteration 25Q: 3 clusters Score -949651.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -949668.187500 Penalty: 4418.712402
	Iteration 26Q: 3 clusters Score -949668.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -949684.750000 Penalty: 4418.712402
	Iteration 27Q: 3 clusters Score -949684.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -949697.125000 Penalty: 4418.712402
	Iteration 28Q: 3 clusters Score -949697.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -949710.875000 Penalty: 4418.712402
	Iteration 29Q: 3 clusters Score -949710.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -949722.875000 Penalty: 4418.712402
	Iteration 30Q: 3 clusters Score -949722.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -949734.687500 Penalty: 4418.712402
	Iteration 31Q: 3 clusters Score -949734.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -949745.375000 Penalty: 4418.712402
	Iteration 32Q: 3 clusters Score -949745.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -949754.250000 Penalty: 4418.712402
	Iteration 33Q: 3 clusters Score -949754.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -949761.562500 Penalty: 4418.712402
	Iteration 34Q: 3 clusters Score -949761.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -949765.875000 Penalty: 4418.712402
	Iteration 35Q: 3 clusters Score -949765.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -949772.375000 Penalty: 4418.712402
	Iteration 36Q: 3 clusters Score -949772.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -949781.875000 Penalty: 4418.712402
	Iteration 37Q: 3 clusters Score -949781.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -949791.375000 Penalty: 4418.712402
	Iteration 38Q: 3 clusters Score -949791.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -949795.500000 Penalty: 4418.712402
	Iteration 39Q: 3 clusters Score -949795.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -949801.062500 Penalty: 4418.712402
	Iteration 40F: 3 clusters Score -949801.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -949809.937500 Penalty: 4418.712402
	Iteration 41Q: 3 clusters Score -949809.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -949818.375000 Penalty: 4418.712402
	Iteration 42Q: 3 clusters Score -949818.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -949825.875000 Penalty: 4418.712402
	Iteration 43Q: 3 clusters Score -949825.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -949831.000000 Penalty: 4418.712402
	Iteration 44Q: 3 clusters Score -949831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -949836.562500 Penalty: 4418.712402
	Iteration 45Q: 3 clusters Score -949836.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -949839.937500 Penalty: 4418.712402
	Iteration 46Q: 3 clusters Score -949839.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -949843.000000 Penalty: 4418.712402
	Iteration 47Q: 3 clusters Score -949843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -949849.437500 Penalty: 4418.712402
	Iteration 48Q: 3 clusters Score -949849.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -949857.437500 Penalty: 4418.712402
	Iteration 49Q: 3 clusters Score -949857.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -949862.562500 Penalty: 4418.712402
	Iteration 50Q: 3 clusters Score -949862.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -949870.000000 Penalty: 4418.712402
	Iteration 51Q: 3 clusters Score -949870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -949876.937500 Penalty: 4418.712402
	Iteration 52Q: 3 clusters Score -949876.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -949881.562500 Penalty: 4418.712402
	Iteration 53Q: 3 clusters Score -949881.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -949885.687500 Penalty: 4418.712402
	Iteration 54Q: 3 clusters Score -949885.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -949893.500000 Penalty: 4418.712402
	Iteration 55Q: 3 clusters Score -949893.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -949902.375000 Penalty: 4418.712402
	Iteration 56Q: 3 clusters Score -949902.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -949912.000000 Penalty: 4418.712402
	Iteration 57Q: 3 clusters Score -949912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -949927.562500 Penalty: 4418.712402
	Iteration 58Q: 3 clusters Score -949927.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -949945.500000 Penalty: 4418.712402
	Iteration 59Q: 3 clusters Score -949945.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -949956.187500 Penalty: 4418.712402
	Iteration 60F: 3 clusters Score -949956.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -949966.000000 Penalty: 4418.712402
	Iteration 61Q: 3 clusters Score -949966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -949978.437500 Penalty: 4418.712402
	Iteration 62Q: 3 clusters Score -949978.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -949988.812500 Penalty: 4418.712402
	Iteration 63Q: 3 clusters Score -949988.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -950004.937500 Penalty: 4418.712402
	Iteration 64Q: 3 clusters Score -950004.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -950017.437500 Penalty: 4418.712402
	Iteration 65Q: 3 clusters Score -950017.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -950030.000000 Penalty: 4418.712402
	Iteration 66Q: 3 clusters Score -950030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -950038.375000 Penalty: 4418.712402
	Iteration 67Q: 3 clusters Score -950038.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -950043.125000 Penalty: 4418.712402
	Iteration 68Q: 3 clusters Score -950043.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -950047.437500 Penalty: 4418.712402
	Iteration 69Q: 3 clusters Score -950047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -950050.062500 Penalty: 4418.712402
	Iteration 70Q: 3 clusters Score -950050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -950051.937500 Penalty: 4418.712402
	Iteration 71Q: 3 clusters Score -950051.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -950054.812500 Penalty: 4418.712402
	Iteration 72Q: 3 clusters Score -950054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -950059.187500 Penalty: 4418.712402
	Iteration 73Q: 3 clusters Score -950059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -950064.937500 Penalty: 4418.712402
	Iteration 74Q: 3 clusters Score -950064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -950069.125000 Penalty: 4418.712402
	Iteration 75Q: 3 clusters Score -950069.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -950072.125000 Penalty: 4418.712402
	Iteration 76Q: 3 clusters Score -950072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -950078.125000 Penalty: 4418.712402
	Iteration 77Q: 3 clusters Score -950078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -950082.000000 Penalty: 4418.712402
	Iteration 78Q: 3 clusters Score -950082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -950086.937500 Penalty: 4418.712402
	Iteration 79Q: 3 clusters Score -950086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -950087.312500 Penalty: 4418.712402
	Iteration 80F: 3 clusters Score -950087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -950085.937500 Penalty: 4418.712402
	Iteration 81Q: 3 clusters Score -950085.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -950085.937500 Penalty: 4418.712402
	Iteration 82F: 3 clusters Score -950085.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Entering Unmasked Estep 
Score: -5991132.000000 Penalty: 2658.708252
	Iteration 0F: 2 clusters Score -5991132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5960484.500000 Penalty: 5317.416504
	Iteration 0F: 3 clusters Score -5960484 nChanged 20945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -5971987.000000 Penalty: 5317.416504
	Iteration 1F: 3 clusters Score -5971987 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5972579.000000 Penalty: 5317.416504
	Iteration 2Q: 3 clusters Score -5972579 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -5973189.500000 Penalty: 5317.416504
	Iteration 3Q: 3 clusters Score -5973190 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5973938.000000 Penalty: 5317.416504
	Iteration 4Q: 3 clusters Score -5973938 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -5974992.000000 Penalty: 5317.416504
	Iteration 5Q: 3 clusters Score -5974992 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -5976439.500000 Penalty: 5317.416504
	Iteration 6F: 3 clusters Score -5976440 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -5978416.000000 Penalty: 5317.416504
	Iteration 7F: 3 clusters Score -5978416 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -5980978.000000 Penalty: 5317.416504
	Iteration 8F: 3 clusters Score -5980978 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -5983594.500000 Penalty: 5317.416504
	Iteration 9F: 3 clusters Score -5983594 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -5985660.500000 Penalty: 5317.416504
	Iteration 10F: 3 clusters Score -5985660 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5987003.500000 Penalty: 5317.416504
	Iteration 11Q: 3 clusters Score -5987004 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5987727.500000 Penalty: 5317.416504
	Iteration 12Q: 3 clusters Score -5987728 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5988144.000000 Penalty: 5317.416504
	Iteration 13Q: 3 clusters Score -5988144 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5988376.000000 Penalty: 5317.416504
	Iteration 14Q: 3 clusters Score -5988376 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5988514.000000 Penalty: 5317.416504
	Iteration 15Q: 3 clusters Score -5988514 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5988589.500000 Penalty: 5317.416504
	Iteration 16Q: 3 clusters Score -5988590 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5988653.500000 Penalty: 5317.416504
	Iteration 17Q: 3 clusters Score -5988654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5988704.500000 Penalty: 5317.416504
	Iteration 18Q: 3 clusters Score -5988704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5988735.500000 Penalty: 5317.416504
	Iteration 19Q: 3 clusters Score -5988736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5988759.000000 Penalty: 5317.416504
	Iteration 20F: 3 clusters Score -5988759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5988768.500000 Penalty: 5317.416504
	Iteration 21Q: 3 clusters Score -5988768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5988775.000000 Penalty: 5317.416504
	Iteration 22Q: 3 clusters Score -5988775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5988793.500000 Penalty: 5317.416504
	Iteration 23Q: 3 clusters Score -5988794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5988805.000000 Penalty: 5317.416504
	Iteration 24Q: 3 clusters Score -5988805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5988803.000000 Penalty: 5317.416504
	Iteration 25Q: 3 clusters Score -5988803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5988807.000000 Penalty: 5317.416504
	Iteration 26Q: 3 clusters Score -5988807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5988815.500000 Penalty: 5317.416504
	Iteration 27Q: 3 clusters Score -5988816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5988819.000000 Penalty: 5317.416504
	Iteration 28Q: 3 clusters Score -5988819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5988825.500000 Penalty: 5317.416504
	Iteration 29Q: 3 clusters Score -5988826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5988835.000000 Penalty: 5317.416504
	Iteration 30Q: 3 clusters Score -5988835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5988839.000000 Penalty: 5317.416504
	Iteration 31Q: 3 clusters Score -5988839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5988840.000000 Penalty: 5317.416504
	Iteration 32Q: 3 clusters Score -5988840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5988845.000000 Penalty: 5317.416504
	Iteration 33Q: 3 clusters Score -5988845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5988848.500000 Penalty: 5317.416504
	Iteration 34Q: 3 clusters Score -5988848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5988847.500000 Penalty: 5317.416504
	Iteration 35Q: 3 clusters Score -5988848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5988853.000000 Penalty: 5317.416504
	Iteration 36Q: 3 clusters Score -5988853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5988850.500000 Penalty: 5317.416504
	Iteration 37Q: 3 clusters Score -5988850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5988852.500000 Penalty: 5317.416504
	Iteration 38Q: 3 clusters Score -5988852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5988850.000000 Penalty: 5317.416504
	Iteration 39Q: 3 clusters Score -5988850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5988850.000000 Penalty: 5317.416504
	Iteration 40F: 3 clusters Score -5988850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Entering Unmasked Estep 
Score: -5422964.000000 Penalty: 2637.823242
	Iteration 0F: 2 clusters Score -5422964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5394797.500000 Penalty: 5275.646484
	Iteration 0F: 3 clusters Score -5394798 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5405514.500000 Penalty: 5275.646484
	Iteration 1F: 3 clusters Score -5405514 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -5406074.500000 Penalty: 5275.646484
	Iteration 2Q: 3 clusters Score -5406074 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -5406646.500000 Penalty: 5275.646484
	Iteration 3Q: 3 clusters Score -5406646 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -5407247.500000 Penalty: 5275.646484
	Iteration 4Q: 3 clusters Score -5407248 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5407950.000000 Penalty: 5275.646484
	Iteration 5Q: 3 clusters Score -5407950 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -5408902.000000 Penalty: 5275.646484
	Iteration 6Q: 3 clusters Score -5408902 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -5410186.000000 Penalty: 5275.646484
	Iteration 7F: 3 clusters Score -5410186 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -5411930.500000 Penalty: 5275.646484
	Iteration 8F: 3 clusters Score -5411930 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -5414023.500000 Penalty: 5275.646484
	Iteration 9F: 3 clusters Score -5414024 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -5416078.500000 Penalty: 5275.646484
	Iteration 10F: 3 clusters Score -5416078 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5417906.500000 Penalty: 5275.646484
	Iteration 11Q: 3 clusters Score -5417906 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5419102.500000 Penalty: 5275.646484
	Iteration 12Q: 3 clusters Score -5419102 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5419796.500000 Penalty: 5275.646484
	Iteration 13Q: 3 clusters Score -5419796 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5420184.500000 Penalty: 5275.646484
	Iteration 14Q: 3 clusters Score -5420184 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5420395.000000 Penalty: 5275.646484
	Iteration 15Q: 3 clusters Score -5420395 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5420530.000000 Penalty: 5275.646484
	Iteration 16Q: 3 clusters Score -5420530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5420609.500000 Penalty: 5275.646484
	Iteration 17Q: 3 clusters Score -5420610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5420650.000000 Penalty: 5275.646484
	Iteration 18Q: 3 clusters Score -5420650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5420677.500000 Penalty: 5275.646484
	Iteration 19Q: 3 clusters Score -5420678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5420692.500000 Penalty: 5275.646484
	Iteration 20F: 3 clusters Score -5420692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5420708.500000 Penalty: 5275.646484
	Iteration 21Q: 3 clusters Score -5420708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5420720.000000 Penalty: 5275.646484
	Iteration 22Q: 3 clusters Score -5420720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5420727.500000 Penalty: 5275.646484
	Iteration 23Q: 3 clusters Score -5420728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5420738.500000 Penalty: 5275.646484
	Iteration 24Q: 3 clusters Score -5420738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5420745.000000 Penalty: 5275.646484
	Iteration 25Q: 3 clusters Score -5420745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5420751.000000 Penalty: 5275.646484
	Iteration 26Q: 3 clusters Score -5420751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5420751.000000 Penalty: 5275.646484
	Iteration 27Q: 3 clusters Score -5420751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5420754.000000 Penalty: 5275.646484
	Iteration 28Q: 3 clusters Score -5420754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5420754.000000 Penalty: 5275.646484
	Iteration 29F: 3 clusters Score -5420754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -97672.070312 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -97672.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95854.476562 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -95854.48 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96129.781250 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -96129.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96210.546875 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -96210.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96248.820312 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -96248.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96276.632812 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -96276.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96304.960938 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -96304.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96337.320312 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -96337.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96353.796875 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -96353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96362.179688 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -96362.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96363.828125 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -96363.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96369.218750 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -96369.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96381.093750 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -96381.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96390.179688 Penalty: 3319.888428
	Iteration 12Q: 3 clusters Score -96390.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96409.328125 Penalty: 3319.888428
	Iteration 13Q: 3 clusters Score -96409.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96424.367188 Penalty: 3319.888428
	Iteration 14Q: 3 clusters Score -96424.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96432.593750 Penalty: 3319.888428
	Iteration 15Q: 3 clusters Score -96432.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96442.515625 Penalty: 3319.888428
	Iteration 16Q: 3 clusters Score -96442.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -96450.078125 Penalty: 3319.888428
	Iteration 17Q: 3 clusters Score -96450.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96453.226562 Penalty: 3319.888428
	Iteration 18Q: 3 clusters Score -96453.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96453.226562 Penalty: 3319.888428
	Iteration 19F: 3 clusters Score -96453.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Entering Unmasked Estep 
Score: -1145324.125000 Penalty: 2262.919189
	Iteration 0F: 2 clusters Score -1145324 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 4567 members 
Entering Unmasked Estep 
Score: -1138075.125000 Penalty: 4525.838379
	Iteration 0F: 3 clusters Score -1138075 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1140131.125000 Penalty: 4525.838379
	Iteration 1F: 3 clusters Score -1140131 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1140407.750000 Penalty: 4525.838379
	Iteration 2F: 3 clusters Score -1140408 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1140670.750000 Penalty: 4525.838379
	Iteration 3F: 3 clusters Score -1140671 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1140856.625000 Penalty: 4525.838379
	Iteration 4Q: 3 clusters Score -1140857 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1141026.000000 Penalty: 4525.838379
	Iteration 5Q: 3 clusters Score -1141026 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1141191.500000 Penalty: 4525.838379
	Iteration 6Q: 3 clusters Score -1141192 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1141360.250000 Penalty: 4525.838379
	Iteration 7Q: 3 clusters Score -1141360 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1141517.625000 Penalty: 4525.838379
	Iteration 8Q: 3 clusters Score -1141518 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1141668.000000 Penalty: 4525.838379
	Iteration 9Q: 3 clusters Score -1141668 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1141823.250000 Penalty: 4525.838379
	Iteration 10Q: 3 clusters Score -1141823 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1142007.250000 Penalty: 4525.838379
	Iteration 11Q: 3 clusters Score -1142007 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1142185.625000 Penalty: 4525.838379
	Iteration 12Q: 3 clusters Score -1142186 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1142333.500000 Penalty: 4525.838379
	Iteration 13Q: 3 clusters Score -1142334 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1142469.500000 Penalty: 4525.838379
	Iteration 14Q: 3 clusters Score -1142470 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1142592.750000 Penalty: 4525.838379
	Iteration 15Q: 3 clusters Score -1142593 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1142691.750000 Penalty: 4525.838379
	Iteration 16Q: 3 clusters Score -1142692 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1142777.500000 Penalty: 4525.838379
	Iteration 17Q: 3 clusters Score -1142778 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1142848.000000 Penalty: 4525.838379
	Iteration 18Q: 3 clusters Score -1142848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1142884.375000 Penalty: 4525.838379
	Iteration 19Q: 3 clusters Score -1142884 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1142916.750000 Penalty: 4525.838379
	Iteration 20F: 3 clusters Score -1142917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1142941.125000 Penalty: 4525.838379
	Iteration 21Q: 3 clusters Score -1142941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1142961.875000 Penalty: 4525.838379
	Iteration 22Q: 3 clusters Score -1142962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1142967.750000 Penalty: 4525.838379
	Iteration 23Q: 3 clusters Score -1142968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1142982.375000 Penalty: 4525.838379
	Iteration 24Q: 3 clusters Score -1142982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1142987.625000 Penalty: 4525.838379
	Iteration 25Q: 3 clusters Score -1142988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1142995.500000 Penalty: 4525.838379
	Iteration 26Q: 3 clusters Score -1142996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1143005.250000 Penalty: 4525.838379
	Iteration 27Q: 3 clusters Score -1143005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1143013.875000 Penalty: 4525.838379
	Iteration 28Q: 3 clusters Score -1143014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1143025.875000 Penalty: 4525.838379
	Iteration 29Q: 3 clusters Score -1143026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1143040.125000 Penalty: 4525.838379
	Iteration 30Q: 3 clusters Score -1143040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1143043.625000 Penalty: 4525.838379
	Iteration 31Q: 3 clusters Score -1143044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1143051.750000 Penalty: 4525.838379
	Iteration 32Q: 3 clusters Score -1143052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1143058.625000 Penalty: 4525.838379
	Iteration 33Q: 3 clusters Score -1143059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1143063.000000 Penalty: 4525.838379
	Iteration 34Q: 3 clusters Score -1143063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1143068.125000 Penalty: 4525.838379
	Iteration 35Q: 3 clusters Score -1143068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1143071.000000 Penalty: 4525.838379
	Iteration 36Q: 3 clusters Score -1143071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1143078.625000 Penalty: 4525.838379
	Iteration 37Q: 3 clusters Score -1143079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1143079.625000 Penalty: 4525.838379
	Iteration 38Q: 3 clusters Score -1143080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1143080.375000 Penalty: 4525.838379
	Iteration 39Q: 3 clusters Score -1143080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1143082.000000 Penalty: 4525.838379
	Iteration 40F: 3 clusters Score -1143082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1143086.000000 Penalty: 4525.838379
	Iteration 41Q: 3 clusters Score -1143086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1143086.625000 Penalty: 4525.838379
	Iteration 42Q: 3 clusters Score -1143087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1143092.125000 Penalty: 4525.838379
	Iteration 43Q: 3 clusters Score -1143092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1143091.250000 Penalty: 4525.838379
	Iteration 44Q: 3 clusters Score -1143091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1143090.875000 Penalty: 4525.838379
	Iteration 45Q: 3 clusters Score -1143091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1143092.125000 Penalty: 4525.838379
	Iteration 46Q: 3 clusters Score -1143092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1143090.375000 Penalty: 4525.838379
	Iteration 47Q: 3 clusters Score -1143090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1143091.625000 Penalty: 4525.838379
	Iteration 48Q: 3 clusters Score -1143092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1143092.750000 Penalty: 4525.838379
	Iteration 49Q: 3 clusters Score -1143093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1143094.375000 Penalty: 4525.838379
	Iteration 50Q: 3 clusters Score -1143094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1143091.500000 Penalty: 4525.838379
	Iteration 51Q: 3 clusters Score -1143092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1143093.750000 Penalty: 4525.838379
	Iteration 52Q: 3 clusters Score -1143094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1143095.875000 Penalty: 4525.838379
	Iteration 53Q: 3 clusters Score -1143096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1143098.375000 Penalty: 4525.838379
	Iteration 54Q: 3 clusters Score -1143098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1143099.000000 Penalty: 4525.838379
	Iteration 55Q: 3 clusters Score -1143099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1143103.250000 Penalty: 4525.838379
	Iteration 56Q: 3 clusters Score -1143103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1143106.750000 Penalty: 4525.838379
	Iteration 57Q: 3 clusters Score -1143107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1143108.750000 Penalty: 4525.838379
	Iteration 58Q: 3 clusters Score -1143109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1143112.375000 Penalty: 4525.838379
	Iteration 59Q: 3 clusters Score -1143112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1143120.250000 Penalty: 4525.838379
	Iteration 60F: 3 clusters Score -1143120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1143125.125000 Penalty: 4525.838379
	Iteration 61Q: 3 clusters Score -1143125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1143125.125000 Penalty: 4525.838379
	Iteration 62Q: 3 clusters Score -1143125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1143133.500000 Penalty: 4525.838379
	Iteration 63Q: 3 clusters Score -1143134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1143140.250000 Penalty: 4525.838379
	Iteration 64Q: 3 clusters Score -1143140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1143147.000000 Penalty: 4525.838379
	Iteration 65Q: 3 clusters Score -1143147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1143151.375000 Penalty: 4525.838379
	Iteration 66Q: 3 clusters Score -1143151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1143154.375000 Penalty: 4525.838379
	Iteration 67Q: 3 clusters Score -1143154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1143162.625000 Penalty: 4525.838379
	Iteration 68Q: 3 clusters Score -1143163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1143166.500000 Penalty: 4525.838379
	Iteration 69Q: 3 clusters Score -1143166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1143168.500000 Penalty: 4525.838379
	Iteration 70Q: 3 clusters Score -1143168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1143167.125000 Penalty: 4525.838379
	Iteration 71Q: 3 clusters Score -1143167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1143171.250000 Penalty: 4525.838379
	Iteration 72Q: 3 clusters Score -1143171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1143174.125000 Penalty: 4525.838379
	Iteration 73Q: 3 clusters Score -1143174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1143175.375000 Penalty: 4525.838379
	Iteration 74Q: 3 clusters Score -1143175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1143178.625000 Penalty: 4525.838379
	Iteration 75Q: 3 clusters Score -1143179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1143177.750000 Penalty: 4525.838379
	Iteration 76Q: 3 clusters Score -1143178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1143179.000000 Penalty: 4525.838379
	Iteration 77Q: 3 clusters Score -1143179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1143176.875000 Penalty: 4525.838379
	Iteration 78Q: 3 clusters Score -1143177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1143182.500000 Penalty: 4525.838379
	Iteration 79Q: 3 clusters Score -1143182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1143183.750000 Penalty: 4525.838379
	Iteration 80F: 3 clusters Score -1143184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1143186.125000 Penalty: 4525.838379
	Iteration 81Q: 3 clusters Score -1143186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1143181.250000 Penalty: 4525.838379
	Iteration 82Q: 3 clusters Score -1143181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1143181.750000 Penalty: 4525.838379
	Iteration 83Q: 3 clusters Score -1143182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1143186.750000 Penalty: 4525.838379
	Iteration 84Q: 3 clusters Score -1143187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1143192.125000 Penalty: 4525.838379
	Iteration 85Q: 3 clusters Score -1143192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1143190.500000 Penalty: 4525.838379
	Iteration 86Q: 3 clusters Score -1143190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1143190.000000 Penalty: 4525.838379
	Iteration 87Q: 3 clusters Score -1143190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1143190.625000 Penalty: 4525.838379
	Iteration 88Q: 3 clusters Score -1143191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1143190.000000 Penalty: 4525.838379
	Iteration 89Q: 3 clusters Score -1143190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1143192.125000 Penalty: 4525.838379
	Iteration 90Q: 3 clusters Score -1143192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1143193.375000 Penalty: 4525.838379
	Iteration 91Q: 3 clusters Score -1143193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1143193.375000 Penalty: 4525.838379
	Iteration 92Q: 3 clusters Score -1143193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1143194.250000 Penalty: 4525.838379
	Iteration 93Q: 3 clusters Score -1143194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1143196.875000 Penalty: 4525.838379
	Iteration 94Q: 3 clusters Score -1143197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1143196.250000 Penalty: 4525.838379
	Iteration 95Q: 3 clusters Score -1143196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1143195.375000 Penalty: 4525.838379
	Iteration 96Q: 3 clusters Score -1143195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1143197.375000 Penalty: 4525.838379
	Iteration 97Q: 3 clusters Score -1143197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1143198.250000 Penalty: 4525.838379
	Iteration 98Q: 3 clusters Score -1143198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1143200.625000 Penalty: 4525.838379
	Iteration 99Q: 3 clusters Score -1143201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1143201.875000 Penalty: 4525.838379
	Iteration 100F: 3 clusters Score -1143202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1143201.000000 Penalty: 4525.838379
	Iteration 101Q: 3 clusters Score -1143201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1143203.500000 Penalty: 4525.838379
	Iteration 102Q: 3 clusters Score -1143204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1143203.250000 Penalty: 4525.838379
	Iteration 103Q: 3 clusters Score -1143203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1143202.250000 Penalty: 4525.838379
	Iteration 104Q: 3 clusters Score -1143202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1143204.875000 Penalty: 4525.838379
	Iteration 105Q: 3 clusters Score -1143205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1143203.875000 Penalty: 4525.838379
	Iteration 106Q: 3 clusters Score -1143204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1143203.250000 Penalty: 4525.838379
	Iteration 107Q: 3 clusters Score -1143203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1143202.125000 Penalty: 4525.838379
	Iteration 108Q: 3 clusters Score -1143202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1143205.375000 Penalty: 4525.838379
	Iteration 109Q: 3 clusters Score -1143205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1143206.875000 Penalty: 4525.838379
	Iteration 110Q: 3 clusters Score -1143207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1143208.125000 Penalty: 4525.838379
	Iteration 111Q: 3 clusters Score -1143208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1143205.875000 Penalty: 4525.838379
	Iteration 112Q: 3 clusters Score -1143206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1143205.875000 Penalty: 4525.838379
	Iteration 113Q: 3 clusters Score -1143206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1143207.750000 Penalty: 4525.838379
	Iteration 114Q: 3 clusters Score -1143208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1143206.750000 Penalty: 4525.838379
	Iteration 115Q: 3 clusters Score -1143207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1143207.750000 Penalty: 4525.838379
	Iteration 116Q: 3 clusters Score -1143208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1143208.375000 Penalty: 4525.838379
	Iteration 117Q: 3 clusters Score -1143208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1143209.500000 Penalty: 4525.838379
	Iteration 118Q: 3 clusters Score -1143210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1143209.875000 Penalty: 4525.838379
	Iteration 119Q: 3 clusters Score -1143210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1143209.625000 Penalty: 4525.838379
	Iteration 120F: 3 clusters Score -1143210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1143210.875000 Penalty: 4525.838379
	Iteration 121Q: 3 clusters Score -1143211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1143212.375000 Penalty: 4525.838379
	Iteration 122Q: 3 clusters Score -1143212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1143212.375000 Penalty: 4525.838379
	Iteration 123F: 3 clusters Score -1143212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -814931.625000 Penalty: 2181.229248
	Iteration 0F: 2 clusters Score -814931.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -809402.062500 Penalty: 4362.458496
	Iteration 0F: 3 clusters Score -809402.1 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -810871.625000 Penalty: 4362.458496
	Iteration 1F: 3 clusters Score -810871.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -811237.687500 Penalty: 4362.458496
	Iteration 2F: 3 clusters Score -811237.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -811550.062500 Penalty: 4362.458496
	Iteration 3F: 3 clusters Score -811550.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -811836.812500 Penalty: 4362.458496
	Iteration 4F: 3 clusters Score -811836.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -812127.125000 Penalty: 4362.458496
	Iteration 5F: 3 clusters Score -812127.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -812396.500000 Penalty: 4362.458496
	Iteration 6F: 3 clusters Score -812396.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -812654.812500 Penalty: 4362.458496
	Iteration 7Q: 3 clusters Score -812654.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -812911.750000 Penalty: 4362.458496
	Iteration 8Q: 3 clusters Score -812911.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -813170.375000 Penalty: 4362.458496
	Iteration 9Q: 3 clusters Score -813170.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -813358.750000 Penalty: 4362.458496
	Iteration 10Q: 3 clusters Score -813358.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -813521.437500 Penalty: 4362.458496
	Iteration 11Q: 3 clusters Score -813521.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -813634.375000 Penalty: 4362.458496
	Iteration 12Q: 3 clusters Score -813634.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -813704.062500 Penalty: 4362.458496
	Iteration 13Q: 3 clusters Score -813704.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -813759.687500 Penalty: 4362.458496
	Iteration 14Q: 3 clusters Score -813759.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -813802.812500 Penalty: 4362.458496
	Iteration 15Q: 3 clusters Score -813802.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -813837.500000 Penalty: 4362.458496
	Iteration 16Q: 3 clusters Score -813837.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -813873.125000 Penalty: 4362.458496
	Iteration 17Q: 3 clusters Score -813873.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -813894.375000 Penalty: 4362.458496
	Iteration 18Q: 3 clusters Score -813894.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -813905.812500 Penalty: 4362.458496
	Iteration 19Q: 3 clusters Score -813905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -813933.062500 Penalty: 4362.458496
	Iteration 20F: 3 clusters Score -813933.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -813950.375000 Penalty: 4362.458496
	Iteration 21Q: 3 clusters Score -813950.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -813956.750000 Penalty: 4362.458496
	Iteration 22Q: 3 clusters Score -813956.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -813964.375000 Penalty: 4362.458496
	Iteration 23Q: 3 clusters Score -813964.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -813975.250000 Penalty: 4362.458496
	Iteration 24Q: 3 clusters Score -813975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -813981.437500 Penalty: 4362.458496
	Iteration 25Q: 3 clusters Score -813981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -813987.937500 Penalty: 4362.458496
	Iteration 26Q: 3 clusters Score -813987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -813988.937500 Penalty: 4362.458496
	Iteration 27Q: 3 clusters Score -813988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -813991.250000 Penalty: 4362.458496
	Iteration 28Q: 3 clusters Score -813991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -813991.250000 Penalty: 4362.458496
	Iteration 29F: 3 clusters Score -813991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -21284.126953 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -21284.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20214.412109 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -20214.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20325.947266 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -20325.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20375.035156 Penalty: 2635.350342
	Iteration 2F: 3 clusters Score -20375.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20408.251953 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -20408.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20428.388672 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -20428.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20428.388672 Penalty: 2635.350342
	Iteration 5F: 3 clusters Score -20428.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -449823.625000 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -449823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -446196.281250 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -446196.3 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -446950.093750 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -446950.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -447087.906250 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -447087.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -447172.906250 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -447172.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -447237.468750 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -447237.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -447288.718750 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -447288.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -447315.625000 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -447315.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -447337.531250 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -447337.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -447348.406250 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -447348.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -447357.156250 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -447357.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -447363.437500 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -447363.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -447381.125000 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -447381.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -447395.593750 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -447395.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -447415.968750 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -447416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -447433.343750 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -447433.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -447451.968750 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -447452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -447466.750000 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -447466.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -447485.343750 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -447485.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -447497.875000 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -447497.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -447513.000000 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -447513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -447521.468750 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -447521.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -447525.500000 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -447525.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -447528.687500 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -447528.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -447531.562500 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -447531.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -447535.500000 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -447535.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -447540.375000 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -447540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -447545.968750 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -447546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -447549.468750 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -447549.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -447554.250000 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -447554.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -447561.468750 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -447561.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -447570.312500 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -447570.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -447574.531250 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -447574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -447577.125000 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -447577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -447579.812500 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -447579.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -447583.343750 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -447583.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -447585.593750 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -447585.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -447589.750000 Penalty: 4050.443115
	Iteration 36Q: 3 clusters Score -447589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -447592.500000 Penalty: 4050.443115
	Iteration 37Q: 3 clusters Score -447592.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -447595.937500 Penalty: 4050.443115
	Iteration 38Q: 3 clusters Score -447595.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -447599.468750 Penalty: 4050.443115
	Iteration 39Q: 3 clusters Score -447599.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -447602.750000 Penalty: 4050.443115
	Iteration 40F: 3 clusters Score -447602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -447605.875000 Penalty: 4050.443115
	Iteration 41Q: 3 clusters Score -447605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -447610.875000 Penalty: 4050.443115
	Iteration 42Q: 3 clusters Score -447610.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -447613.187500 Penalty: 4050.443115
	Iteration 43Q: 3 clusters Score -447613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -447614.687500 Penalty: 4050.443115
	Iteration 44Q: 3 clusters Score -447614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -447615.531250 Penalty: 4050.443115
	Iteration 45Q: 3 clusters Score -447615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -447618.468750 Penalty: 4050.443115
	Iteration 46Q: 3 clusters Score -447618.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -447622.562500 Penalty: 4050.443115
	Iteration 47Q: 3 clusters Score -447622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -447623.718750 Penalty: 4050.443115
	Iteration 48Q: 3 clusters Score -447623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -447624.125000 Penalty: 4050.443115
	Iteration 49Q: 3 clusters Score -447624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -447624.937500 Penalty: 4050.443115
	Iteration 50Q: 3 clusters Score -447624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -447624.937500 Penalty: 4050.443115
	Iteration 51F: 3 clusters Score -447624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -933806.562500 Penalty: 2222.036621
	Iteration 0F: 2 clusters Score -933806.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -927595.250000 Penalty: 4444.073242
	Iteration 0F: 3 clusters Score -927595.2 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -929350.312500 Penalty: 4444.073242
	Iteration 1F: 3 clusters Score -929350.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -929612.312500 Penalty: 4444.073242
	Iteration 2F: 3 clusters Score -929612.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -929781.062500 Penalty: 4444.073242
	Iteration 3F: 3 clusters Score -929781.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -929906.437500 Penalty: 4444.073242
	Iteration 4Q: 3 clusters Score -929906.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -930021.250000 Penalty: 4444.073242
	Iteration 5Q: 3 clusters Score -930021.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -930112.437500 Penalty: 4444.073242
	Iteration 6Q: 3 clusters Score -930112.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -930191.687500 Penalty: 4444.073242
	Iteration 7Q: 3 clusters Score -930191.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -930273.187500 Penalty: 4444.073242
	Iteration 8Q: 3 clusters Score -930273.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -930351.812500 Penalty: 4444.073242
	Iteration 9Q: 3 clusters Score -930351.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -930422.562500 Penalty: 4444.073242
	Iteration 10Q: 3 clusters Score -930422.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -930487.875000 Penalty: 4444.073242
	Iteration 11Q: 3 clusters Score -930487.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -930568.062500 Penalty: 4444.073242
	Iteration 12Q: 3 clusters Score -930568.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -930645.812500 Penalty: 4444.073242
	Iteration 13Q: 3 clusters Score -930645.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -930725.437500 Penalty: 4444.073242
	Iteration 14Q: 3 clusters Score -930725.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -930818.875000 Penalty: 4444.073242
	Iteration 15Q: 3 clusters Score -930818.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -930916.375000 Penalty: 4444.073242
	Iteration 16Q: 3 clusters Score -930916.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -931010.062500 Penalty: 4444.073242
	Iteration 17Q: 3 clusters Score -931010.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -931099.000000 Penalty: 4444.073242
	Iteration 18Q: 3 clusters Score -931099 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -931191.625000 Penalty: 4444.073242
	Iteration 19Q: 3 clusters Score -931191.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -931273.875000 Penalty: 4444.073242
	Iteration 20F: 3 clusters Score -931273.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -931338.250000 Penalty: 4444.073242
	Iteration 21Q: 3 clusters Score -931338.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -931389.250000 Penalty: 4444.073242
	Iteration 22Q: 3 clusters Score -931389.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -931434.562500 Penalty: 4444.073242
	Iteration 23Q: 3 clusters Score -931434.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -931472.937500 Penalty: 4444.073242
	Iteration 24Q: 3 clusters Score -931472.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -931507.500000 Penalty: 4444.073242
	Iteration 25Q: 3 clusters Score -931507.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -931541.437500 Penalty: 4444.073242
	Iteration 26Q: 3 clusters Score -931541.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -931586.687500 Penalty: 4444.073242
	Iteration 27Q: 3 clusters Score -931586.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -931614.375000 Penalty: 4444.073242
	Iteration 28Q: 3 clusters Score -931614.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -931637.000000 Penalty: 4444.073242
	Iteration 29Q: 3 clusters Score -931637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -931663.000000 Penalty: 4444.073242
	Iteration 30Q: 3 clusters Score -931663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -931683.375000 Penalty: 4444.073242
	Iteration 31Q: 3 clusters Score -931683.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -931711.625000 Penalty: 4444.073242
	Iteration 32Q: 3 clusters Score -931711.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -931742.000000 Penalty: 4444.073242
	Iteration 33Q: 3 clusters Score -931742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -931771.375000 Penalty: 4444.073242
	Iteration 34Q: 3 clusters Score -931771.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -931809.750000 Penalty: 4444.073242
	Iteration 35Q: 3 clusters Score -931809.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -931832.312500 Penalty: 4444.073242
	Iteration 36Q: 3 clusters Score -931832.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -931856.625000 Penalty: 4444.073242
	Iteration 37Q: 3 clusters Score -931856.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -931873.125000 Penalty: 4444.073242
	Iteration 38Q: 3 clusters Score -931873.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -931887.312500 Penalty: 4444.073242
	Iteration 39Q: 3 clusters Score -931887.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -931899.687500 Penalty: 4444.073242
	Iteration 40F: 3 clusters Score -931899.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -931910.125000 Penalty: 4444.073242
	Iteration 41Q: 3 clusters Score -931910.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -931916.500000 Penalty: 4444.073242
	Iteration 42Q: 3 clusters Score -931916.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -931922.937500 Penalty: 4444.073242
	Iteration 43Q: 3 clusters Score -931922.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -931924.312500 Penalty: 4444.073242
	Iteration 44Q: 3 clusters Score -931924.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -931929.375000 Penalty: 4444.073242
	Iteration 45Q: 3 clusters Score -931929.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -931932.187500 Penalty: 4444.073242
	Iteration 46Q: 3 clusters Score -931932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -931934.937500 Penalty: 4444.073242
	Iteration 47Q: 3 clusters Score -931934.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -931943.750000 Penalty: 4444.073242
	Iteration 48Q: 3 clusters Score -931943.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -931947.875000 Penalty: 4444.073242
	Iteration 49Q: 3 clusters Score -931947.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -931954.812500 Penalty: 4444.073242
	Iteration 50Q: 3 clusters Score -931954.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -931961.187500 Penalty: 4444.073242
	Iteration 51Q: 3 clusters Score -931961.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -931971.125000 Penalty: 4444.073242
	Iteration 52Q: 3 clusters Score -931971.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -931981.437500 Penalty: 4444.073242
	Iteration 53Q: 3 clusters Score -931981.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -932000.250000 Penalty: 4444.073242
	Iteration 54Q: 3 clusters Score -932000.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -932008.187500 Penalty: 4444.073242
	Iteration 55Q: 3 clusters Score -932008.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -932017.562500 Penalty: 4444.073242
	Iteration 56Q: 3 clusters Score -932017.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -932033.687500 Penalty: 4444.073242
	Iteration 57Q: 3 clusters Score -932033.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -932047.312500 Penalty: 4444.073242
	Iteration 58Q: 3 clusters Score -932047.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -932055.312500 Penalty: 4444.073242
	Iteration 59Q: 3 clusters Score -932055.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -932063.875000 Penalty: 4444.073242
	Iteration 60F: 3 clusters Score -932063.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -932066.437500 Penalty: 4444.073242
	Iteration 61Q: 3 clusters Score -932066.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -932069.187500 Penalty: 4444.073242
	Iteration 62Q: 3 clusters Score -932069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -932073.375000 Penalty: 4444.073242
	Iteration 63Q: 3 clusters Score -932073.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -932075.562500 Penalty: 4444.073242
	Iteration 64Q: 3 clusters Score -932075.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -932076.312500 Penalty: 4444.073242
	Iteration 65Q: 3 clusters Score -932076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -932078.375000 Penalty: 4444.073242
	Iteration 66Q: 3 clusters Score -932078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -932078.500000 Penalty: 4444.073242
	Iteration 67Q: 3 clusters Score -932078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -932080.750000 Penalty: 4444.073242
	Iteration 68Q: 3 clusters Score -932080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -932081.125000 Penalty: 4444.073242
	Iteration 69Q: 3 clusters Score -932081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -932080.375000 Penalty: 4444.073242
	Iteration 70Q: 3 clusters Score -932080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -932080.062500 Penalty: 4444.073242
	Iteration 71Q: 3 clusters Score -932080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -932084.000000 Penalty: 4444.073242
	Iteration 72Q: 3 clusters Score -932084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -932082.812500 Penalty: 4444.073242
	Iteration 73Q: 3 clusters Score -932082.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -932084.937500 Penalty: 4444.073242
	Iteration 74Q: 3 clusters Score -932084.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -932085.687500 Penalty: 4444.073242
	Iteration 75Q: 3 clusters Score -932085.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -932089.812500 Penalty: 4444.073242
	Iteration 76Q: 3 clusters Score -932089.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -932092.437500 Penalty: 4444.073242
	Iteration 77Q: 3 clusters Score -932092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -932092.750000 Penalty: 4444.073242
	Iteration 78Q: 3 clusters Score -932092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -932094.187500 Penalty: 4444.073242
	Iteration 79Q: 3 clusters Score -932094.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -932094.187500 Penalty: 4444.073242
	Iteration 80F: 3 clusters Score -932094.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -89684.179688 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -89684.18 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 399 members 
Entering Unmasked Estep 
Score: -88100.140625 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -88100.14 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88580.562500 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -88580.56 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -88761.414062 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -88761.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88838.796875 Penalty: 3294.026367
	Iteration 3Q: 3 clusters Score -88838.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -88895.210938 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -88895.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -88944.406250 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -88944.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -88987.476562 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -88987.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -89007.820312 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -89007.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -89020.101562 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -89020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -89029.890625 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -89029.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -89031.664062 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -89031.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -89031.664062 Penalty: 3294.026367
	Iteration 11F: 3 clusters Score -89031.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Entering Unmasked Estep 
Score: -3651043.000000 Penalty: 2542.940430
	Iteration 0F: 2 clusters Score -3651043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3631744.250000 Penalty: 5085.880859
	Iteration 0F: 3 clusters Score -3631744 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3638734.500000 Penalty: 5085.880859
	Iteration 1F: 3 clusters Score -3638734 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3639599.750000 Penalty: 5085.880859
	Iteration 2F: 3 clusters Score -3639600 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3640763.500000 Penalty: 5085.880859
	Iteration 3F: 3 clusters Score -3640764 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3642313.250000 Penalty: 5085.880859
	Iteration 4F: 3 clusters Score -3642313 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3643922.750000 Penalty: 5085.880859
	Iteration 5F: 3 clusters Score -3643923 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3645164.750000 Penalty: 5085.880859
	Iteration 6F: 3 clusters Score -3645165 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3646023.750000 Penalty: 5085.880859
	Iteration 7F: 3 clusters Score -3646024 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3646778.500000 Penalty: 5085.880859
	Iteration 8Q: 3 clusters Score -3646778 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3647402.000000 Penalty: 5085.880859
	Iteration 9Q: 3 clusters Score -3647402 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3647978.250000 Penalty: 5085.880859
	Iteration 10Q: 3 clusters Score -3647978 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3648628.750000 Penalty: 5085.880859
	Iteration 11Q: 3 clusters Score -3648629 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3649227.500000 Penalty: 5085.880859
	Iteration 12Q: 3 clusters Score -3649228 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3649606.500000 Penalty: 5085.880859
	Iteration 13Q: 3 clusters Score -3649606 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3649787.250000 Penalty: 5085.880859
	Iteration 14Q: 3 clusters Score -3649787 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3649870.750000 Penalty: 5085.880859
	Iteration 15Q: 3 clusters Score -3649871 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3649941.250000 Penalty: 5085.880859
	Iteration 16Q: 3 clusters Score -3649941 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3649966.250000 Penalty: 5085.880859
	Iteration 17Q: 3 clusters Score -3649966 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3649969.500000 Penalty: 5085.880859
	Iteration 18Q: 3 clusters Score -3649970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3649989.500000 Penalty: 5085.880859
	Iteration 19Q: 3 clusters Score -3649990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3649992.500000 Penalty: 5085.880859
	Iteration 20F: 3 clusters Score -3649992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3649993.250000 Penalty: 5085.880859
	Iteration 21Q: 3 clusters Score -3649993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3649993.250000 Penalty: 5085.880859
	Iteration 22Q: 3 clusters Score -3649993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3650000.250000 Penalty: 5085.880859
	Iteration 23Q: 3 clusters Score -3650000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3650009.750000 Penalty: 5085.880859
	Iteration 24Q: 3 clusters Score -3650010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3650002.750000 Penalty: 5085.880859
	Iteration 25Q: 3 clusters Score -3650003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3650015.750000 Penalty: 5085.880859
	Iteration 26Q: 3 clusters Score -3650016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3650020.000000 Penalty: 5085.880859
	Iteration 27Q: 3 clusters Score -3650020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3650025.500000 Penalty: 5085.880859
	Iteration 28Q: 3 clusters Score -3650026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3650020.500000 Penalty: 5085.880859
	Iteration 29Q: 3 clusters Score -3650020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3650025.500000 Penalty: 5085.880859
	Iteration 30Q: 3 clusters Score -3650026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3650023.500000 Penalty: 5085.880859
	Iteration 31Q: 3 clusters Score -3650024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3650027.000000 Penalty: 5085.880859
	Iteration 32Q: 3 clusters Score -3650027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3650027.000000 Penalty: 5085.880859
	Iteration 33F: 3 clusters Score -3650027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (109781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109781 members 
Entering Unmasked Estep 
Score: -14425679.000000 Penalty: 2878.348389
	Iteration 0F: 2 clusters Score -1.442568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -14352418.000000 Penalty: 5756.696777
	Iteration 0F: 3 clusters Score -1.435242e+07 nChanged 52211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -14382232.000000 Penalty: 5756.696777
	Iteration 1F: 3 clusters Score -1.438223e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -14383411.000000 Penalty: 5756.696777
	Iteration 2Q: 3 clusters Score -1.438341e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -14385174.000000 Penalty: 5756.696777
	Iteration 3Q: 3 clusters Score -1.438517e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -14388054.000000 Penalty: 5756.696777
	Iteration 4F: 3 clusters Score -1.438805e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -14392375.000000 Penalty: 5756.696777
	Iteration 5F: 3 clusters Score -1.439238e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -14397800.000000 Penalty: 5756.696777
	Iteration 6F: 3 clusters Score -1.43978e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -14403890.000000 Penalty: 5756.696777
	Iteration 7F: 3 clusters Score -1.440389e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -14409470.000000 Penalty: 5756.696777
	Iteration 8F: 3 clusters Score -1.440947e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
Score: -14414310.000000 Penalty: 5756.696777
	Iteration 9F: 3 clusters Score -1.441431e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -14418099.000000 Penalty: 5756.696777
	Iteration 10Q: 3 clusters Score -1.44181e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 106108 members 
Entering Unmasked Estep 
Score: -14420594.000000 Penalty: 5756.696777
	Iteration 11Q: 3 clusters Score -1.442059e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 107671 members 
Entering Unmasked Estep 
Score: -14421881.000000 Penalty: 5756.696777
	Iteration 12Q: 3 clusters Score -1.442188e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -14422576.000000 Penalty: 5756.696777
	Iteration 13Q: 3 clusters Score -1.442258e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -14422938.000000 Penalty: 5756.696777
	Iteration 14Q: 3 clusters Score -1.442294e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 108967 members 
Entering Unmasked Estep 
Score: -14423131.000000 Penalty: 5756.696777
	Iteration 15Q: 3 clusters Score -1.442313e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 109038 members 
Entering Unmasked Estep 
Score: -14423255.000000 Penalty: 5756.696777
	Iteration 16Q: 3 clusters Score -1.442326e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -14423325.000000 Penalty: 5756.696777
	Iteration 17Q: 3 clusters Score -1.442332e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 109093 members 
Entering Unmasked Estep 
Score: -14423376.000000 Penalty: 5756.696777
	Iteration 18Q: 3 clusters Score -1.442338e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 109107 members 
Entering Unmasked Estep 
Score: -14423433.000000 Penalty: 5756.696777
	Iteration 19Q: 3 clusters Score -1.442343e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 109114 members 
Entering Unmasked Estep 
Score: -14423475.000000 Penalty: 5756.696777
	Iteration 20F: 3 clusters Score -1.442348e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 109126 members 
Entering Unmasked Estep 
Score: -14423524.000000 Penalty: 5756.696777
	Iteration 21Q: 3 clusters Score -1.442352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -14423567.000000 Penalty: 5756.696777
	Iteration 22Q: 3 clusters Score -1.442357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -14423601.000000 Penalty: 5756.696777
	Iteration 23Q: 3 clusters Score -1.44236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -14423606.000000 Penalty: 5756.696777
	Iteration 24Q: 3 clusters Score -1.442361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -14423631.000000 Penalty: 5756.696777
	Iteration 25Q: 3 clusters Score -1.442363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 109137 members 
Entering Unmasked Estep 
Score: -14423656.000000 Penalty: 5756.696777
	Iteration 26Q: 3 clusters Score -1.442366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -14423666.000000 Penalty: 5756.696777
	Iteration 27Q: 3 clusters Score -1.442367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -14423688.000000 Penalty: 5756.696777
	Iteration 28Q: 3 clusters Score -1.442369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 109116 members 
Entering Unmasked Estep 
Score: -14423691.000000 Penalty: 5756.696777
	Iteration 29Q: 3 clusters Score -1.442369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -14423699.000000 Penalty: 5756.696777
	Iteration 30Q: 3 clusters Score -1.44237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -14423699.000000 Penalty: 5756.696777
	Iteration 31Q: 3 clusters Score -1.44237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 109092 members 
Entering Unmasked Estep 
Score: -14423716.000000 Penalty: 5756.696777
	Iteration 32Q: 3 clusters Score -1.442372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -14423718.000000 Penalty: 5756.696777
	Iteration 33Q: 3 clusters Score -1.442372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -14423728.000000 Penalty: 5756.696777
	Iteration 34Q: 3 clusters Score -1.442373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -14423743.000000 Penalty: 5756.696777
	Iteration 35Q: 3 clusters Score -1.442374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 109074 members 
Entering Unmasked Estep 
Score: -14423728.000000 Penalty: 5756.696777
	Iteration 36Q: 3 clusters Score -1.442373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 109069 members 
Entering Unmasked Estep 
Score: -14423736.000000 Penalty: 5756.696777
	Iteration 37Q: 3 clusters Score -1.442374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -14423745.000000 Penalty: 5756.696777
	Iteration 38Q: 3 clusters Score -1.442374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 109069 members 
Entering Unmasked Estep 
Score: -14423756.000000 Penalty: 5756.696777
	Iteration 39Q: 3 clusters Score -1.442376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 109075 members 
Entering Unmasked Estep 
Score: -14423775.000000 Penalty: 5756.696777
	Iteration 40F: 3 clusters Score -1.442378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -14423778.000000 Penalty: 5756.696777
	Iteration 41Q: 3 clusters Score -1.442378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -14423776.000000 Penalty: 5756.696777
	Iteration 42Q: 3 clusters Score -1.442378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -14423780.000000 Penalty: 5756.696777
	Iteration 43Q: 3 clusters Score -1.442378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -14423781.000000 Penalty: 5756.696777
	Iteration 44Q: 3 clusters Score -1.442378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -14423772.000000 Penalty: 5756.696777
	Iteration 45Q: 3 clusters Score -1.442377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -14423776.000000 Penalty: 5756.696777
	Iteration 46Q: 3 clusters Score -1.442378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -14423772.000000 Penalty: 5756.696777
	Iteration 47Q: 3 clusters Score -1.442377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -14423768.000000 Penalty: 5756.696777
	Iteration 48Q: 3 clusters Score -1.442377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -14423772.000000 Penalty: 5756.696777
	Iteration 49Q: 3 clusters Score -1.442377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -14423772.000000 Penalty: 5756.696777
	Iteration 50F: 3 clusters Score -1.442377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -77052.429688 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -77052.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75508.023438 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -75508.02 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75866.382812 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -75866.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76005.398438 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -76005.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76087.195312 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -76087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76125.507812 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -76125.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76146.953125 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -76146.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76175.492188 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -76175.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76196.117188 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -76196.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76225.429688 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -76225.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76273.445312 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -76273.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76295.578125 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -76295.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76318.843750 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -76318.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76338.234375 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -76338.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76352.812500 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -76352.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76356.171875 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -76356.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76358.507812 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -76358.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76358.507812 Penalty: 3220.151123
	Iteration 16F: 3 clusters Score -76358.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Entering Unmasked Estep 
Score: -1633722.625000 Penalty: 2337.251953
	Iteration 0F: 2 clusters Score -1633723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1624563.750000 Penalty: 4674.503906
	Iteration 0F: 3 clusters Score -1624564 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1627482.500000 Penalty: 4674.503906
	Iteration 1F: 3 clusters Score -1627482 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1627795.125000 Penalty: 4674.503906
	Iteration 2F: 3 clusters Score -1627795 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1628013.000000 Penalty: 4674.503906
	Iteration 3Q: 3 clusters Score -1628013 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1628159.375000 Penalty: 4674.503906
	Iteration 4Q: 3 clusters Score -1628159 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1628265.625000 Penalty: 4674.503906
	Iteration 5Q: 3 clusters Score -1628266 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1628353.750000 Penalty: 4674.503906
	Iteration 6Q: 3 clusters Score -1628354 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1628440.875000 Penalty: 4674.503906
	Iteration 7Q: 3 clusters Score -1628441 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1628537.625000 Penalty: 4674.503906
	Iteration 8Q: 3 clusters Score -1628538 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1628655.875000 Penalty: 4674.503906
	Iteration 9Q: 3 clusters Score -1628656 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1628788.500000 Penalty: 4674.503906
	Iteration 10Q: 3 clusters Score -1628788 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1628974.875000 Penalty: 4674.503906
	Iteration 11Q: 3 clusters Score -1628975 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1629200.750000 Penalty: 4674.503906
	Iteration 12Q: 3 clusters Score -1629201 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1629493.375000 Penalty: 4674.503906
	Iteration 13Q: 3 clusters Score -1629493 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1629833.625000 Penalty: 4674.503906
	Iteration 14Q: 3 clusters Score -1629834 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1630187.750000 Penalty: 4674.503906
	Iteration 15Q: 3 clusters Score -1630188 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1630544.000000 Penalty: 4674.503906
	Iteration 16Q: 3 clusters Score -1630544 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1630861.125000 Penalty: 4674.503906
	Iteration 17Q: 3 clusters Score -1630861 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1631117.875000 Penalty: 4674.503906
	Iteration 18Q: 3 clusters Score -1631118 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1631322.750000 Penalty: 4674.503906
	Iteration 19Q: 3 clusters Score -1631323 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1631471.625000 Penalty: 4674.503906
	Iteration 20F: 3 clusters Score -1631472 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1631578.875000 Penalty: 4674.503906
	Iteration 21Q: 3 clusters Score -1631579 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1631654.250000 Penalty: 4674.503906
	Iteration 22Q: 3 clusters Score -1631654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1631705.000000 Penalty: 4674.503906
	Iteration 23Q: 3 clusters Score -1631705 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1631736.125000 Penalty: 4674.503906
	Iteration 24Q: 3 clusters Score -1631736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1631768.750000 Penalty: 4674.503906
	Iteration 25Q: 3 clusters Score -1631769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1631790.125000 Penalty: 4674.503906
	Iteration 26Q: 3 clusters Score -1631790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1631795.750000 Penalty: 4674.503906
	Iteration 27Q: 3 clusters Score -1631796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1631810.125000 Penalty: 4674.503906
	Iteration 28Q: 3 clusters Score -1631810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1631812.500000 Penalty: 4674.503906
	Iteration 29Q: 3 clusters Score -1631812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1631815.875000 Penalty: 4674.503906
	Iteration 30Q: 3 clusters Score -1631816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1631818.125000 Penalty: 4674.503906
	Iteration 31Q: 3 clusters Score -1631818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1631825.125000 Penalty: 4674.503906
	Iteration 32Q: 3 clusters Score -1631825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1631835.625000 Penalty: 4674.503906
	Iteration 33Q: 3 clusters Score -1631836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1631841.125000 Penalty: 4674.503906
	Iteration 34Q: 3 clusters Score -1631841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1631849.000000 Penalty: 4674.503906
	Iteration 35Q: 3 clusters Score -1631849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1631851.375000 Penalty: 4674.503906
	Iteration 36Q: 3 clusters Score -1631851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1631852.750000 Penalty: 4674.503906
	Iteration 37Q: 3 clusters Score -1631853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1631857.125000 Penalty: 4674.503906
	Iteration 38Q: 3 clusters Score -1631857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1631863.000000 Penalty: 4674.503906
	Iteration 39Q: 3 clusters Score -1631863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1631862.875000 Penalty: 4674.503906
	Iteration 40F: 3 clusters Score -1631863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1631866.000000 Penalty: 4674.503906
	Iteration 41Q: 3 clusters Score -1631866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1631866.250000 Penalty: 4674.503906
	Iteration 42Q: 3 clusters Score -1631866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1631866.000000 Penalty: 4674.503906
	Iteration 43Q: 3 clusters Score -1631866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1631864.375000 Penalty: 4674.503906
	Iteration 44Q: 3 clusters Score -1631864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1631865.375000 Penalty: 4674.503906
	Iteration 45Q: 3 clusters Score -1631865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1631867.875000 Penalty: 4674.503906
	Iteration 46Q: 3 clusters Score -1631868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1631868.750000 Penalty: 4674.503906
	Iteration 47Q: 3 clusters Score -1631869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1631870.750000 Penalty: 4674.503906
	Iteration 48Q: 3 clusters Score -1631871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1631870.750000 Penalty: 4674.503906
	Iteration 49F: 3 clusters Score -1631871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 19050 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 7396 members 
Mstep: Class 9 contains 45279 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7784 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28390 members 
Mstep: Class 20 contains 109781 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906568.000000 Penalty: 66272.132812
Iteration 79Q: 22 clusters Score -4.290657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 19054 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 13400 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 45282 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7783 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28390 members 
Mstep: Class 20 contains 109779 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906568.000000 Penalty: 66272.132812
Iteration 80F: 22 clusters Score -4.290657e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19058 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13399 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 45284 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7781 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28390 members 
Mstep: Class 20 contains 109779 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906608.000000 Penalty: 66272.132812
Iteration 81Q: 22 clusters Score -4.290661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19064 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13396 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45286 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7780 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28390 members 
Mstep: Class 20 contains 109781 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906564.000000 Penalty: 66272.132812
Iteration 82Q: 22 clusters Score -4.290656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19069 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13396 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9174 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7780 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28389 members 
Mstep: Class 20 contains 109783 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906596.000000 Penalty: 66272.132812
Iteration 83Q: 22 clusters Score -4.29066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13397 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9172 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7780 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28388 members 
Mstep: Class 20 contains 109782 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906572.000000 Penalty: 66272.132812
Iteration 84Q: 22 clusters Score -4.290657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13402 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45291 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9166 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28387 members 
Mstep: Class 20 contains 109782 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906588.000000 Penalty: 66272.132812
Iteration 85Q: 22 clusters Score -4.290659e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19073 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13402 members 
Mstep: Class 8 contains 7399 members 
Mstep: Class 9 contains 45295 members 
Mstep: Class 10 contains 41620 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9162 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28386 members 
Mstep: Class 20 contains 109781 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906620.000000 Penalty: 66272.132812
Iteration 86Q: 22 clusters Score -4.290662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19074 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13403 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 45298 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28383 members 
Mstep: Class 20 contains 109785 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906584.000000 Penalty: 66272.132812
Iteration 87Q: 22 clusters Score -4.290658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19079 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13405 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 45300 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9154 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7772 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28382 members 
Mstep: Class 20 contains 109782 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906592.000000 Penalty: 66272.132812
Iteration 88Q: 22 clusters Score -4.290659e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13409 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 45303 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9150 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28382 members 
Mstep: Class 20 contains 109773 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906568.000000 Penalty: 66272.132812
Iteration 89Q: 22 clusters Score -4.290657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19086 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13414 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 45306 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9151 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28380 members 
Mstep: Class 20 contains 109768 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906544.000000 Penalty: 66272.132812
Iteration 90Q: 22 clusters Score -4.290654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13414 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 45310 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9150 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28379 members 
Mstep: Class 20 contains 109765 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906520.000000 Penalty: 66272.132812
Iteration 91Q: 22 clusters Score -4.290652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 19092 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 45311 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9148 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28379 members 
Mstep: Class 20 contains 109763 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906508.000000 Penalty: 66272.132812
Iteration 92Q: 22 clusters Score -4.290651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 19098 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13419 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 45311 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9142 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28379 members 
Mstep: Class 20 contains 109764 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906528.000000 Penalty: 66272.132812
Iteration 93Q: 22 clusters Score -4.290653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 19101 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13421 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 45313 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28380 members 
Mstep: Class 20 contains 109759 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906528.000000 Penalty: 66272.132812
Iteration 94Q: 22 clusters Score -4.290653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 19101 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 45315 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28380 members 
Mstep: Class 20 contains 109754 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906480.000000 Penalty: 66272.132812
Iteration 95Q: 22 clusters Score -4.290648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19101 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13426 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 45319 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28381 members 
Mstep: Class 20 contains 109752 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906468.000000 Penalty: 66272.132812
Iteration 96Q: 22 clusters Score -4.290647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19102 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13428 members 
Mstep: Class 8 contains 7399 members 
Mstep: Class 9 contains 45320 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28381 members 
Mstep: Class 20 contains 109750 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906484.000000 Penalty: 66272.132812
Iteration 97Q: 22 clusters Score -4.290648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19105 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 13430 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45321 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7761 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28381 members 
Mstep: Class 20 contains 109747 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906468.000000 Penalty: 66272.132812
Iteration 98Q: 22 clusters Score -4.290647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19107 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13434 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45323 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28381 members 
Mstep: Class 20 contains 109742 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906516.000000 Penalty: 66272.132812
Iteration 99Q: 22 clusters Score -4.290652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 19109 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13436 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45324 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9133 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28381 members 
Mstep: Class 20 contains 109742 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906484.000000 Penalty: 66272.132812
Iteration 100F: 22 clusters Score -4.290648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 19112 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45326 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7756 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28380 members 
Mstep: Class 20 contains 109739 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906504.000000 Penalty: 66272.132812
Iteration 101Q: 22 clusters Score -4.29065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13438 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45326 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7754 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28380 members 
Mstep: Class 20 contains 109739 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906452.000000 Penalty: 66272.132812
Iteration 102Q: 22 clusters Score -4.290645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19112 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13432 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45329 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7751 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28382 members 
Mstep: Class 20 contains 109736 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906420.000000 Penalty: 66272.132812
Iteration 103Q: 22 clusters Score -4.290642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45333 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7748 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28379 members 
Mstep: Class 20 contains 109734 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906500.000000 Penalty: 66272.132812
Iteration 104Q: 22 clusters Score -4.29065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19118 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13430 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45335 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7746 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28379 members 
Mstep: Class 20 contains 109733 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906516.000000 Penalty: 66272.132812
Iteration 105Q: 22 clusters Score -4.290652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19118 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13433 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45335 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9133 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7742 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28379 members 
Mstep: Class 20 contains 109733 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906516.000000 Penalty: 66272.132812
Iteration 106Q: 22 clusters Score -4.290652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19118 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13434 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45335 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9134 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7741 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28378 members 
Mstep: Class 20 contains 109733 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906508.000000 Penalty: 66272.132812
Iteration 107Q: 22 clusters Score -4.290651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19118 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13438 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45337 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7740 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28377 members 
Mstep: Class 20 contains 109731 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906476.000000 Penalty: 66272.132812
Iteration 108Q: 22 clusters Score -4.290648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19120 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13440 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45339 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7738 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28377 members 
Mstep: Class 20 contains 109731 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906480.000000 Penalty: 66272.132812
Iteration 109Q: 22 clusters Score -4.290648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5439 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19121 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13440 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45340 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7736 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28379 members 
Mstep: Class 20 contains 109730 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906504.000000 Penalty: 66272.132812
Iteration 110Q: 22 clusters Score -4.29065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19121 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 45340 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7733 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28379 members 
Mstep: Class 20 contains 109729 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906508.000000 Penalty: 66272.132812
Iteration 111Q: 22 clusters Score -4.290651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19123 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 7396 members 
Mstep: Class 9 contains 45341 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7730 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28378 members 
Mstep: Class 20 contains 109727 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906508.000000 Penalty: 66272.132812
Iteration 112Q: 22 clusters Score -4.290651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 19125 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 13442 members 
Mstep: Class 8 contains 7396 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28376 members 
Mstep: Class 20 contains 109723 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906492.000000 Penalty: 66272.132812
Iteration 113Q: 22 clusters Score -4.290649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 19125 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 7395 members 
Mstep: Class 9 contains 45346 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7724 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28375 members 
Mstep: Class 20 contains 109720 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906552.000000 Penalty: 66272.132812
Iteration 114Q: 22 clusters Score -4.290655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 19127 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 13447 members 
Mstep: Class 8 contains 7397 members 
Mstep: Class 9 contains 45349 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7724 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109710 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906580.000000 Penalty: 66272.132812
Iteration 115Q: 22 clusters Score -4.290658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 19130 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 13447 members 
Mstep: Class 8 contains 7396 members 
Mstep: Class 9 contains 45355 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9119 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109702 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906600.000000 Penalty: 66272.132812
Iteration 116Q: 22 clusters Score -4.29066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 13445 members 
Mstep: Class 8 contains 7395 members 
Mstep: Class 9 contains 45356 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9117 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7720 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109698 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906568.000000 Penalty: 66272.132812
Iteration 117Q: 22 clusters Score -4.290657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 19134 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13446 members 
Mstep: Class 8 contains 7392 members 
Mstep: Class 9 contains 45356 members 
Mstep: Class 10 contains 41616 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9116 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7719 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109692 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906576.000000 Penalty: 66272.132812
Iteration 118Q: 22 clusters Score -4.290658e+07 nChanged 19
Entering ConstructFrom: 
Score: -42906576.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (13578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Entering Unmasked Estep 
Score: -1757809.000000 Penalty: 2360.019043
	Iteration 0F: 2 clusters Score -1757809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1747899.500000 Penalty: 4720.038086
	Iteration 0F: 3 clusters Score -1747900 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1750924.875000 Penalty: 4720.038086
	Iteration 1F: 3 clusters Score -1750925 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1751254.500000 Penalty: 4720.038086
	Iteration 2F: 3 clusters Score -1751254 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1751525.500000 Penalty: 4720.038086
	Iteration 3Q: 3 clusters Score -1751526 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1751751.750000 Penalty: 4720.038086
	Iteration 4Q: 3 clusters Score -1751752 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1751978.625000 Penalty: 4720.038086
	Iteration 5Q: 3 clusters Score -1751979 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1752204.500000 Penalty: 4720.038086
	Iteration 6Q: 3 clusters Score -1752204 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1752502.125000 Penalty: 4720.038086
	Iteration 7Q: 3 clusters Score -1752502 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1752843.500000 Penalty: 4720.038086
	Iteration 8Q: 3 clusters Score -1752844 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1753226.500000 Penalty: 4720.038086
	Iteration 9Q: 3 clusters Score -1753226 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1753651.625000 Penalty: 4720.038086
	Iteration 10Q: 3 clusters Score -1753652 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1754088.875000 Penalty: 4720.038086
	Iteration 11Q: 3 clusters Score -1754089 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1754536.375000 Penalty: 4720.038086
	Iteration 12Q: 3 clusters Score -1754536 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1754929.500000 Penalty: 4720.038086
	Iteration 13Q: 3 clusters Score -1754930 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1755211.500000 Penalty: 4720.038086
	Iteration 14Q: 3 clusters Score -1755212 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1755364.875000 Penalty: 4720.038086
	Iteration 15Q: 3 clusters Score -1755365 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1755499.375000 Penalty: 4720.038086
	Iteration 16Q: 3 clusters Score -1755499 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1755584.000000 Penalty: 4720.038086
	Iteration 17Q: 3 clusters Score -1755584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1755630.875000 Penalty: 4720.038086
	Iteration 18Q: 3 clusters Score -1755631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1755670.125000 Penalty: 4720.038086
	Iteration 19Q: 3 clusters Score -1755670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1755697.375000 Penalty: 4720.038086
	Iteration 20F: 3 clusters Score -1755697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1755724.000000 Penalty: 4720.038086
	Iteration 21Q: 3 clusters Score -1755724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1755737.125000 Penalty: 4720.038086
	Iteration 22Q: 3 clusters Score -1755737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1755748.375000 Penalty: 4720.038086
	Iteration 23Q: 3 clusters Score -1755748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1755756.375000 Penalty: 4720.038086
	Iteration 24Q: 3 clusters Score -1755756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1755761.375000 Penalty: 4720.038086
	Iteration 25Q: 3 clusters Score -1755761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1755765.375000 Penalty: 4720.038086
	Iteration 26Q: 3 clusters Score -1755765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1755765.125000 Penalty: 4720.038086
	Iteration 27Q: 3 clusters Score -1755765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1755765.125000 Penalty: 4720.038086
	Iteration 28F: 3 clusters Score -1755765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -703860.375000 Penalty: 2133.271729
	Iteration 0F: 2 clusters Score -703860.4 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 2756 members 
Entering Unmasked Estep 
Score: -699086.187500 Penalty: 4266.543457
	Iteration 0F: 3 clusters Score -699086.2 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -700289.187500 Penalty: 4266.543457
	Iteration 1F: 3 clusters Score -700289.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -700545.875000 Penalty: 4266.543457
	Iteration 2F: 3 clusters Score -700545.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -700727.625000 Penalty: 4266.543457
	Iteration 3F: 3 clusters Score -700727.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -700859.812500 Penalty: 4266.543457
	Iteration 4Q: 3 clusters Score -700859.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -700971.000000 Penalty: 4266.543457
	Iteration 5Q: 3 clusters Score -700971 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -701067.375000 Penalty: 4266.543457
	Iteration 6Q: 3 clusters Score -701067.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -701183.312500 Penalty: 4266.543457
	Iteration 7Q: 3 clusters Score -701183.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -701302.750000 Penalty: 4266.543457
	Iteration 8Q: 3 clusters Score -701302.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -701398.437500 Penalty: 4266.543457
	Iteration 9Q: 3 clusters Score -701398.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -701474.125000 Penalty: 4266.543457
	Iteration 10Q: 3 clusters Score -701474.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -701543.375000 Penalty: 4266.543457
	Iteration 11Q: 3 clusters Score -701543.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -701602.312500 Penalty: 4266.543457
	Iteration 12Q: 3 clusters Score -701602.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -701648.437500 Penalty: 4266.543457
	Iteration 13Q: 3 clusters Score -701648.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -701694.875000 Penalty: 4266.543457
	Iteration 14Q: 3 clusters Score -701694.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -701727.875000 Penalty: 4266.543457
	Iteration 15Q: 3 clusters Score -701727.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -701758.812500 Penalty: 4266.543457
	Iteration 16Q: 3 clusters Score -701758.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -701785.562500 Penalty: 4266.543457
	Iteration 17Q: 3 clusters Score -701785.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -701808.750000 Penalty: 4266.543457
	Iteration 18Q: 3 clusters Score -701808.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -701827.000000 Penalty: 4266.543457
	Iteration 19Q: 3 clusters Score -701827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -701846.750000 Penalty: 4266.543457
	Iteration 20F: 3 clusters Score -701846.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -701858.250000 Penalty: 4266.543457
	Iteration 21Q: 3 clusters Score -701858.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -701870.000000 Penalty: 4266.543457
	Iteration 22Q: 3 clusters Score -701870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -701877.500000 Penalty: 4266.543457
	Iteration 23Q: 3 clusters Score -701877.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -701887.562500 Penalty: 4266.543457
	Iteration 24Q: 3 clusters Score -701887.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -701900.187500 Penalty: 4266.543457
	Iteration 25Q: 3 clusters Score -701900.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -701911.937500 Penalty: 4266.543457
	Iteration 26Q: 3 clusters Score -701911.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -701922.437500 Penalty: 4266.543457
	Iteration 27Q: 3 clusters Score -701922.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -701926.562500 Penalty: 4266.543457
	Iteration 28Q: 3 clusters Score -701926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -701930.250000 Penalty: 4266.543457
	Iteration 29Q: 3 clusters Score -701930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -701938.937500 Penalty: 4266.543457
	Iteration 30Q: 3 clusters Score -701938.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -701944.125000 Penalty: 4266.543457
	Iteration 31Q: 3 clusters Score -701944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -701948.687500 Penalty: 4266.543457
	Iteration 32Q: 3 clusters Score -701948.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -701952.125000 Penalty: 4266.543457
	Iteration 33Q: 3 clusters Score -701952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -701955.500000 Penalty: 4266.543457
	Iteration 34Q: 3 clusters Score -701955.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -701960.812500 Penalty: 4266.543457
	Iteration 35Q: 3 clusters Score -701960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -701966.750000 Penalty: 4266.543457
	Iteration 36Q: 3 clusters Score -701966.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -701970.000000 Penalty: 4266.543457
	Iteration 37Q: 3 clusters Score -701970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -701975.750000 Penalty: 4266.543457
	Iteration 38Q: 3 clusters Score -701975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -701980.187500 Penalty: 4266.543457
	Iteration 39Q: 3 clusters Score -701980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -701982.750000 Penalty: 4266.543457
	Iteration 40F: 3 clusters Score -701982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -701985.187500 Penalty: 4266.543457
	Iteration 41Q: 3 clusters Score -701985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -701987.187500 Penalty: 4266.543457
	Iteration 42Q: 3 clusters Score -701987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -701993.687500 Penalty: 4266.543457
	Iteration 43Q: 3 clusters Score -701993.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -701997.437500 Penalty: 4266.543457
	Iteration 44Q: 3 clusters Score -701997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -702002.625000 Penalty: 4266.543457
	Iteration 45Q: 3 clusters Score -702002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -702005.875000 Penalty: 4266.543457
	Iteration 46Q: 3 clusters Score -702005.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -702010.312500 Penalty: 4266.543457
	Iteration 47Q: 3 clusters Score -702010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -702014.187500 Penalty: 4266.543457
	Iteration 48Q: 3 clusters Score -702014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -702020.062500 Penalty: 4266.543457
	Iteration 49Q: 3 clusters Score -702020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -702023.750000 Penalty: 4266.543457
	Iteration 50Q: 3 clusters Score -702023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -702026.812500 Penalty: 4266.543457
	Iteration 51Q: 3 clusters Score -702026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -702028.750000 Penalty: 4266.543457
	Iteration 52Q: 3 clusters Score -702028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -702035.437500 Penalty: 4266.543457
	Iteration 53Q: 3 clusters Score -702035.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -702043.875000 Penalty: 4266.543457
	Iteration 54Q: 3 clusters Score -702043.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -702059.187500 Penalty: 4266.543457
	Iteration 55Q: 3 clusters Score -702059.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -702072.250000 Penalty: 4266.543457
	Iteration 56Q: 3 clusters Score -702072.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -702082.750000 Penalty: 4266.543457
	Iteration 57Q: 3 clusters Score -702082.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -702096.437500 Penalty: 4266.543457
	Iteration 58Q: 3 clusters Score -702096.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -702108.875000 Penalty: 4266.543457
	Iteration 59Q: 3 clusters Score -702108.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -702121.500000 Penalty: 4266.543457
	Iteration 60F: 3 clusters Score -702121.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -702129.562500 Penalty: 4266.543457
	Iteration 61Q: 3 clusters Score -702129.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -702139.937500 Penalty: 4266.543457
	Iteration 62Q: 3 clusters Score -702139.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -702145.500000 Penalty: 4266.543457
	Iteration 63Q: 3 clusters Score -702145.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -702156.375000 Penalty: 4266.543457
	Iteration 64Q: 3 clusters Score -702156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -702165.625000 Penalty: 4266.543457
	Iteration 65Q: 3 clusters Score -702165.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -702175.062500 Penalty: 4266.543457
	Iteration 66Q: 3 clusters Score -702175.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -702184.437500 Penalty: 4266.543457
	Iteration 67Q: 3 clusters Score -702184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -702197.875000 Penalty: 4266.543457
	Iteration 68Q: 3 clusters Score -702197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -702214.750000 Penalty: 4266.543457
	Iteration 69Q: 3 clusters Score -702214.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -702226.437500 Penalty: 4266.543457
	Iteration 70Q: 3 clusters Score -702226.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -702233.312500 Penalty: 4266.543457
	Iteration 71Q: 3 clusters Score -702233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -702238.000000 Penalty: 4266.543457
	Iteration 72Q: 3 clusters Score -702238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -702238.187500 Penalty: 4266.543457
	Iteration 73Q: 3 clusters Score -702238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -702241.125000 Penalty: 4266.543457
	Iteration 74Q: 3 clusters Score -702241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -702241.875000 Penalty: 4266.543457
	Iteration 75Q: 3 clusters Score -702241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -702244.937500 Penalty: 4266.543457
	Iteration 76Q: 3 clusters Score -702244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -702251.812500 Penalty: 4266.543457
	Iteration 77Q: 3 clusters Score -702251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -702260.250000 Penalty: 4266.543457
	Iteration 78Q: 3 clusters Score -702260.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -702262.187500 Penalty: 4266.543457
	Iteration 79Q: 3 clusters Score -702262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -702265.937500 Penalty: 4266.543457
	Iteration 80F: 3 clusters Score -702265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -702265.750000 Penalty: 4266.543457
	Iteration 81Q: 3 clusters Score -702265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -702265.750000 Penalty: 4266.543457
	Iteration 82F: 3 clusters Score -702265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -982981.687500 Penalty: 2213.380615
	Iteration 0F: 2 clusters Score -982981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -976885.812500 Penalty: 4426.761230
	Iteration 0F: 3 clusters Score -976885.8 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -978481.750000 Penalty: 4426.761230
	Iteration 1F: 3 clusters Score -978481.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -978711.500000 Penalty: 4426.761230
	Iteration 2F: 3 clusters Score -978711.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -978860.875000 Penalty: 4426.761230
	Iteration 3Q: 3 clusters Score -978860.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -978972.187500 Penalty: 4426.761230
	Iteration 4Q: 3 clusters Score -978972.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -979058.687500 Penalty: 4426.761230
	Iteration 5Q: 3 clusters Score -979058.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -979136.875000 Penalty: 4426.761230
	Iteration 6Q: 3 clusters Score -979136.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -979204.187500 Penalty: 4426.761230
	Iteration 7Q: 3 clusters Score -979204.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -979256.875000 Penalty: 4426.761230
	Iteration 8Q: 3 clusters Score -979256.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -979311.750000 Penalty: 4426.761230
	Iteration 9Q: 3 clusters Score -979311.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -979367.625000 Penalty: 4426.761230
	Iteration 10Q: 3 clusters Score -979367.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -979431.062500 Penalty: 4426.761230
	Iteration 11Q: 3 clusters Score -979431.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -979502.625000 Penalty: 4426.761230
	Iteration 12Q: 3 clusters Score -979502.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -979578.125000 Penalty: 4426.761230
	Iteration 13Q: 3 clusters Score -979578.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -979662.937500 Penalty: 4426.761230
	Iteration 14Q: 3 clusters Score -979662.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -979758.750000 Penalty: 4426.761230
	Iteration 15Q: 3 clusters Score -979758.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -979858.875000 Penalty: 4426.761230
	Iteration 16Q: 3 clusters Score -979858.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -979952.562500 Penalty: 4426.761230
	Iteration 17Q: 3 clusters Score -979952.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -980059.062500 Penalty: 4426.761230
	Iteration 18Q: 3 clusters Score -980059.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -980159.750000 Penalty: 4426.761230
	Iteration 19Q: 3 clusters Score -980159.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -980257.500000 Penalty: 4426.761230
	Iteration 20F: 3 clusters Score -980257.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -980352.812500 Penalty: 4426.761230
	Iteration 21Q: 3 clusters Score -980352.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -980456.312500 Penalty: 4426.761230
	Iteration 22Q: 3 clusters Score -980456.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -980567.687500 Penalty: 4426.761230
	Iteration 23Q: 3 clusters Score -980567.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -980655.812500 Penalty: 4426.761230
	Iteration 24Q: 3 clusters Score -980655.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -980731.062500 Penalty: 4426.761230
	Iteration 25Q: 3 clusters Score -980731.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -980786.062500 Penalty: 4426.761230
	Iteration 26Q: 3 clusters Score -980786.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -980833.187500 Penalty: 4426.761230
	Iteration 27Q: 3 clusters Score -980833.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -980866.250000 Penalty: 4426.761230
	Iteration 28Q: 3 clusters Score -980866.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -980884.750000 Penalty: 4426.761230
	Iteration 29Q: 3 clusters Score -980884.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -980901.875000 Penalty: 4426.761230
	Iteration 30Q: 3 clusters Score -980901.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -980921.687500 Penalty: 4426.761230
	Iteration 31Q: 3 clusters Score -980921.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -980948.250000 Penalty: 4426.761230
	Iteration 32Q: 3 clusters Score -980948.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -980961.250000 Penalty: 4426.761230
	Iteration 33Q: 3 clusters Score -980961.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -980972.937500 Penalty: 4426.761230
	Iteration 34Q: 3 clusters Score -980972.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -980982.812500 Penalty: 4426.761230
	Iteration 35Q: 3 clusters Score -980982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -980990.250000 Penalty: 4426.761230
	Iteration 36Q: 3 clusters Score -980990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -980994.937500 Penalty: 4426.761230
	Iteration 37Q: 3 clusters Score -980994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -980995.312500 Penalty: 4426.761230
	Iteration 38Q: 3 clusters Score -980995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -980996.625000 Penalty: 4426.761230
	Iteration 39Q: 3 clusters Score -980996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -980997.375000 Penalty: 4426.761230
	Iteration 40F: 3 clusters Score -980997.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -981003.125000 Penalty: 4426.761230
	Iteration 41Q: 3 clusters Score -981003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -981010.312500 Penalty: 4426.761230
	Iteration 42Q: 3 clusters Score -981010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -981018.437500 Penalty: 4426.761230
	Iteration 43Q: 3 clusters Score -981018.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -981024.187500 Penalty: 4426.761230
	Iteration 44Q: 3 clusters Score -981024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -981029.250000 Penalty: 4426.761230
	Iteration 45Q: 3 clusters Score -981029.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -981037.000000 Penalty: 4426.761230
	Iteration 46Q: 3 clusters Score -981037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -981043.000000 Penalty: 4426.761230
	Iteration 47Q: 3 clusters Score -981043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -981043.125000 Penalty: 4426.761230
	Iteration 48Q: 3 clusters Score -981043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -981043.125000 Penalty: 4426.761230
	Iteration 49F: 3 clusters Score -981043.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Entering Unmasked Estep 
Score: -2505072.000000 Penalty: 2445.113037
	Iteration 0F: 2 clusters Score -2505072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2491567.000000 Penalty: 4890.226074
	Iteration 0F: 3 clusters Score -2491567 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2496004.500000 Penalty: 4890.226074
	Iteration 1F: 3 clusters Score -2496004 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2496556.000000 Penalty: 4890.226074
	Iteration 2F: 3 clusters Score -2496556 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2497130.750000 Penalty: 4890.226074
	Iteration 3F: 3 clusters Score -2497131 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2497824.000000 Penalty: 4890.226074
	Iteration 4F: 3 clusters Score -2497824 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2498689.750000 Penalty: 4890.226074
	Iteration 5F: 3 clusters Score -2498690 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2499706.250000 Penalty: 4890.226074
	Iteration 6F: 3 clusters Score -2499706 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2500666.500000 Penalty: 4890.226074
	Iteration 7F: 3 clusters Score -2500666 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2501449.500000 Penalty: 4890.226074
	Iteration 8Q: 3 clusters Score -2501450 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2502044.500000 Penalty: 4890.226074
	Iteration 9Q: 3 clusters Score -2502044 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2502396.750000 Penalty: 4890.226074
	Iteration 10Q: 3 clusters Score -2502397 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2502588.250000 Penalty: 4890.226074
	Iteration 11Q: 3 clusters Score -2502588 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2502730.500000 Penalty: 4890.226074
	Iteration 12Q: 3 clusters Score -2502730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2502835.250000 Penalty: 4890.226074
	Iteration 13Q: 3 clusters Score -2502835 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2502911.500000 Penalty: 4890.226074
	Iteration 14Q: 3 clusters Score -2502912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2502971.750000 Penalty: 4890.226074
	Iteration 15Q: 3 clusters Score -2502972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2503020.750000 Penalty: 4890.226074
	Iteration 16Q: 3 clusters Score -2503021 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2503068.500000 Penalty: 4890.226074
	Iteration 17Q: 3 clusters Score -2503068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2503100.750000 Penalty: 4890.226074
	Iteration 18Q: 3 clusters Score -2503101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2503114.000000 Penalty: 4890.226074
	Iteration 19Q: 3 clusters Score -2503114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2503123.500000 Penalty: 4890.226074
	Iteration 20F: 3 clusters Score -2503124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2503128.000000 Penalty: 4890.226074
	Iteration 21Q: 3 clusters Score -2503128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2503133.000000 Penalty: 4890.226074
	Iteration 22Q: 3 clusters Score -2503133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2503143.500000 Penalty: 4890.226074
	Iteration 23Q: 3 clusters Score -2503144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2503148.500000 Penalty: 4890.226074
	Iteration 24Q: 3 clusters Score -2503148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2503148.000000 Penalty: 4890.226074
	Iteration 25Q: 3 clusters Score -2503148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2503155.750000 Penalty: 4890.226074
	Iteration 26Q: 3 clusters Score -2503156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2503152.750000 Penalty: 4890.226074
	Iteration 27Q: 3 clusters Score -2503153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2503156.250000 Penalty: 4890.226074
	Iteration 28Q: 3 clusters Score -2503156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2503157.500000 Penalty: 4890.226074
	Iteration 29Q: 3 clusters Score -2503158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2503157.750000 Penalty: 4890.226074
	Iteration 30Q: 3 clusters Score -2503158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2503161.500000 Penalty: 4890.226074
	Iteration 31Q: 3 clusters Score -2503162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2503165.500000 Penalty: 4890.226074
	Iteration 32Q: 3 clusters Score -2503166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2503165.000000 Penalty: 4890.226074
	Iteration 33Q: 3 clusters Score -2503165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2503166.500000 Penalty: 4890.226074
	Iteration 34Q: 3 clusters Score -2503166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2503167.500000 Penalty: 4890.226074
	Iteration 35Q: 3 clusters Score -2503168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2503173.250000 Penalty: 4890.226074
	Iteration 36Q: 3 clusters Score -2503173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2503173.250000 Penalty: 4890.226074
	Iteration 37F: 3 clusters Score -2503173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -78141.031250 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -78141.03 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 322 members 
Entering Unmasked Estep 
Score: -76534.906250 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -76534.91 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76761.492188 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -76761.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76829.468750 Penalty: 3194.709473
	Iteration 2Q: 3 clusters Score -76829.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76862.523438 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -76862.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76890.812500 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -76890.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76916.140625 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76916.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76921.882812 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76921.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76924.835938 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -76924.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76933.734375 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -76933.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76936.882812 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -76936.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76941.250000 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -76941.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76944.640625 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -76944.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76947.976562 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -76947.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76947.976562 Penalty: 3194.709473
	Iteration 13F: 3 clusters Score -76947.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -278687.375000 Penalty: 1897.359863
	Iteration 0F: 2 clusters Score -278687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -276020.156250 Penalty: 3794.719727
	Iteration 0F: 3 clusters Score -276020.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -276443.718750 Penalty: 3794.719727
	Iteration 1F: 3 clusters Score -276443.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -276552.156250 Penalty: 3794.719727
	Iteration 2F: 3 clusters Score -276552.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -276611.843750 Penalty: 3794.719727
	Iteration 3Q: 3 clusters Score -276611.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -276655.156250 Penalty: 3794.719727
	Iteration 4Q: 3 clusters Score -276655.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -276686.906250 Penalty: 3794.719727
	Iteration 5Q: 3 clusters Score -276686.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -276706.625000 Penalty: 3794.719727
	Iteration 6Q: 3 clusters Score -276706.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -276723.062500 Penalty: 3794.719727
	Iteration 7Q: 3 clusters Score -276723.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -276735.031250 Penalty: 3794.719727
	Iteration 8Q: 3 clusters Score -276735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -276741.031250 Penalty: 3794.719727
	Iteration 9Q: 3 clusters Score -276741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -276747.562500 Penalty: 3794.719727
	Iteration 10Q: 3 clusters Score -276747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -276750.593750 Penalty: 3794.719727
	Iteration 11Q: 3 clusters Score -276750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -276752.093750 Penalty: 3794.719727
	Iteration 12Q: 3 clusters Score -276752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -276753.906250 Penalty: 3794.719727
	Iteration 13Q: 3 clusters Score -276753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -276755.000000 Penalty: 3794.719727
	Iteration 14Q: 3 clusters Score -276755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -276756.312500 Penalty: 3794.719727
	Iteration 15Q: 3 clusters Score -276756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -276757.437500 Penalty: 3794.719727
	Iteration 16Q: 3 clusters Score -276757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -276757.843750 Penalty: 3794.719727
	Iteration 17Q: 3 clusters Score -276757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -276757.843750 Penalty: 3794.719727
	Iteration 18F: 3 clusters Score -276757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Entering Unmasked Estep 
Score: -1704179.500000 Penalty: 2357.596436
	Iteration 0F: 2 clusters Score -1704180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1694205.250000 Penalty: 4715.192871
	Iteration 0F: 3 clusters Score -1694205 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1697395.000000 Penalty: 4715.192871
	Iteration 1F: 3 clusters Score -1697395 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1697747.750000 Penalty: 4715.192871
	Iteration 2F: 3 clusters Score -1697748 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1698057.875000 Penalty: 4715.192871
	Iteration 3Q: 3 clusters Score -1698058 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1698348.250000 Penalty: 4715.192871
	Iteration 4Q: 3 clusters Score -1698348 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1698658.625000 Penalty: 4715.192871
	Iteration 5Q: 3 clusters Score -1698659 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1699072.500000 Penalty: 4715.192871
	Iteration 6Q: 3 clusters Score -1699072 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1699604.625000 Penalty: 4715.192871
	Iteration 7F: 3 clusters Score -1699605 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1700219.625000 Penalty: 4715.192871
	Iteration 8F: 3 clusters Score -1700220 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1700826.250000 Penalty: 4715.192871
	Iteration 9F: 3 clusters Score -1700826 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1701277.000000 Penalty: 4715.192871
	Iteration 10Q: 3 clusters Score -1701277 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1701628.500000 Penalty: 4715.192871
	Iteration 11Q: 3 clusters Score -1701628 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1701848.750000 Penalty: 4715.192871
	Iteration 12Q: 3 clusters Score -1701849 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1701999.125000 Penalty: 4715.192871
	Iteration 13Q: 3 clusters Score -1701999 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1702102.375000 Penalty: 4715.192871
	Iteration 14Q: 3 clusters Score -1702102 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1702160.375000 Penalty: 4715.192871
	Iteration 15Q: 3 clusters Score -1702160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1702192.625000 Penalty: 4715.192871
	Iteration 16Q: 3 clusters Score -1702193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1702212.250000 Penalty: 4715.192871
	Iteration 17Q: 3 clusters Score -1702212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1702221.125000 Penalty: 4715.192871
	Iteration 18Q: 3 clusters Score -1702221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1702235.375000 Penalty: 4715.192871
	Iteration 19Q: 3 clusters Score -1702235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1702244.875000 Penalty: 4715.192871
	Iteration 20F: 3 clusters Score -1702245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1702254.625000 Penalty: 4715.192871
	Iteration 21Q: 3 clusters Score -1702255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1702257.750000 Penalty: 4715.192871
	Iteration 22Q: 3 clusters Score -1702258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1702263.500000 Penalty: 4715.192871
	Iteration 23Q: 3 clusters Score -1702264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1702268.750000 Penalty: 4715.192871
	Iteration 24Q: 3 clusters Score -1702269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1702269.125000 Penalty: 4715.192871
	Iteration 25Q: 3 clusters Score -1702269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1702270.625000 Penalty: 4715.192871
	Iteration 26Q: 3 clusters Score -1702271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1702272.625000 Penalty: 4715.192871
	Iteration 27Q: 3 clusters Score -1702273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1702273.625000 Penalty: 4715.192871
	Iteration 28Q: 3 clusters Score -1702274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1702274.750000 Penalty: 4715.192871
	Iteration 29Q: 3 clusters Score -1702275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1702274.750000 Penalty: 4715.192871
	Iteration 30F: 3 clusters Score -1702275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -950805.937500 Penalty: 2209.121338
	Iteration 0F: 2 clusters Score -950805.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -944816.875000 Penalty: 4418.242676
	Iteration 0F: 3 clusters Score -944816.9 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -946578.312500 Penalty: 4418.242676
	Iteration 1F: 3 clusters Score -946578.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -946961.750000 Penalty: 4418.242676
	Iteration 2F: 3 clusters Score -946961.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -947318.937500 Penalty: 4418.242676
	Iteration 3F: 3 clusters Score -947318.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -947643.750000 Penalty: 4418.242676
	Iteration 4F: 3 clusters Score -947643.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -947901.437500 Penalty: 4418.242676
	Iteration 5F: 3 clusters Score -947901.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -948117.625000 Penalty: 4418.242676
	Iteration 6Q: 3 clusters Score -948117.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -948326.875000 Penalty: 4418.242676
	Iteration 7Q: 3 clusters Score -948326.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -948500.375000 Penalty: 4418.242676
	Iteration 8Q: 3 clusters Score -948500.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -948631.000000 Penalty: 4418.242676
	Iteration 9Q: 3 clusters Score -948631 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -948728.250000 Penalty: 4418.242676
	Iteration 10Q: 3 clusters Score -948728.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -948809.187500 Penalty: 4418.242676
	Iteration 11Q: 3 clusters Score -948809.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -948892.437500 Penalty: 4418.242676
	Iteration 12Q: 3 clusters Score -948892.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -948985.562500 Penalty: 4418.242676
	Iteration 13Q: 3 clusters Score -948985.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -949102.750000 Penalty: 4418.242676
	Iteration 14Q: 3 clusters Score -949102.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -949220.562500 Penalty: 4418.242676
	Iteration 15Q: 3 clusters Score -949220.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -949365.812500 Penalty: 4418.242676
	Iteration 16Q: 3 clusters Score -949365.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -949520.812500 Penalty: 4418.242676
	Iteration 17Q: 3 clusters Score -949520.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -949656.187500 Penalty: 4418.242676
	Iteration 18Q: 3 clusters Score -949656.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -949760.562500 Penalty: 4418.242676
	Iteration 19Q: 3 clusters Score -949760.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -949847.687500 Penalty: 4418.242676
	Iteration 20F: 3 clusters Score -949847.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -949917.187500 Penalty: 4418.242676
	Iteration 21Q: 3 clusters Score -949917.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -949966.812500 Penalty: 4418.242676
	Iteration 22Q: 3 clusters Score -949966.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -949992.437500 Penalty: 4418.242676
	Iteration 23Q: 3 clusters Score -949992.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -950008.687500 Penalty: 4418.242676
	Iteration 24Q: 3 clusters Score -950008.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -950021.562500 Penalty: 4418.242676
	Iteration 25Q: 3 clusters Score -950021.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -950032.187500 Penalty: 4418.242676
	Iteration 26Q: 3 clusters Score -950032.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -950044.687500 Penalty: 4418.242676
	Iteration 27Q: 3 clusters Score -950044.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -950052.437500 Penalty: 4418.242676
	Iteration 28Q: 3 clusters Score -950052.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -950057.437500 Penalty: 4418.242676
	Iteration 29Q: 3 clusters Score -950057.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -950065.562500 Penalty: 4418.242676
	Iteration 30Q: 3 clusters Score -950065.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -950070.812500 Penalty: 4418.242676
	Iteration 31Q: 3 clusters Score -950070.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -950077.562500 Penalty: 4418.242676
	Iteration 32Q: 3 clusters Score -950077.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -950082.500000 Penalty: 4418.242676
	Iteration 33Q: 3 clusters Score -950082.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -950087.937500 Penalty: 4418.242676
	Iteration 34Q: 3 clusters Score -950087.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -950096.687500 Penalty: 4418.242676
	Iteration 35Q: 3 clusters Score -950096.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -950098.562500 Penalty: 4418.242676
	Iteration 36Q: 3 clusters Score -950098.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -950105.375000 Penalty: 4418.242676
	Iteration 37Q: 3 clusters Score -950105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -950112.062500 Penalty: 4418.242676
	Iteration 38Q: 3 clusters Score -950112.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -950118.750000 Penalty: 4418.242676
	Iteration 39Q: 3 clusters Score -950118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -950124.375000 Penalty: 4418.242676
	Iteration 40F: 3 clusters Score -950124.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -950126.062500 Penalty: 4418.242676
	Iteration 41Q: 3 clusters Score -950126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -950128.250000 Penalty: 4418.242676
	Iteration 42Q: 3 clusters Score -950128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -950130.625000 Penalty: 4418.242676
	Iteration 43Q: 3 clusters Score -950130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -950130.125000 Penalty: 4418.242676
	Iteration 44Q: 3 clusters Score -950130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -950130.375000 Penalty: 4418.242676
	Iteration 45Q: 3 clusters Score -950130.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -950130.375000 Penalty: 4418.242676
	Iteration 46F: 3 clusters Score -950130.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Entering Unmasked Estep 
Score: -6001457.500000 Penalty: 2659.146240
	Iteration 0F: 2 clusters Score -6001458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5970679.000000 Penalty: 5318.292480
	Iteration 0F: 3 clusters Score -5970679 nChanged 20839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -5982220.000000 Penalty: 5318.292480
	Iteration 1F: 3 clusters Score -5982220 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -5982787.500000 Penalty: 5318.292480
	Iteration 2Q: 3 clusters Score -5982788 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -5983349.000000 Penalty: 5318.292480
	Iteration 3Q: 3 clusters Score -5983349 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -5983898.500000 Penalty: 5318.292480
	Iteration 4Q: 3 clusters Score -5983898 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -5984656.000000 Penalty: 5318.292480
	Iteration 5Q: 3 clusters Score -5984656 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5985695.500000 Penalty: 5318.292480
	Iteration 6Q: 3 clusters Score -5985696 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -5987136.500000 Penalty: 5318.292480
	Iteration 7F: 3 clusters Score -5987136 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5988709.000000 Penalty: 5318.292480
	Iteration 8F: 3 clusters Score -5988709 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -5990550.500000 Penalty: 5318.292480
	Iteration 9F: 3 clusters Score -5990550 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -5992257.500000 Penalty: 5318.292480
	Iteration 10F: 3 clusters Score -5992258 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -5993561.500000 Penalty: 5318.292480
	Iteration 11Q: 3 clusters Score -5993562 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -5994546.000000 Penalty: 5318.292480
	Iteration 12Q: 3 clusters Score -5994546 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -5995167.500000 Penalty: 5318.292480
	Iteration 13Q: 3 clusters Score -5995168 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5995639.000000 Penalty: 5318.292480
	Iteration 14Q: 3 clusters Score -5995639 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -5996057.500000 Penalty: 5318.292480
	Iteration 15Q: 3 clusters Score -5996058 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5996474.000000 Penalty: 5318.292480
	Iteration 16Q: 3 clusters Score -5996474 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5996836.500000 Penalty: 5318.292480
	Iteration 17Q: 3 clusters Score -5996836 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -5997135.500000 Penalty: 5318.292480
	Iteration 18Q: 3 clusters Score -5997136 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5997441.000000 Penalty: 5318.292480
	Iteration 19Q: 3 clusters Score -5997441 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5997729.500000 Penalty: 5318.292480
	Iteration 20F: 3 clusters Score -5997730 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5997985.500000 Penalty: 5318.292480
	Iteration 21Q: 3 clusters Score -5997986 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -5998222.000000 Penalty: 5318.292480
	Iteration 22Q: 3 clusters Score -5998222 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5998387.000000 Penalty: 5318.292480
	Iteration 23Q: 3 clusters Score -5998387 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5998496.000000 Penalty: 5318.292480
	Iteration 24Q: 3 clusters Score -5998496 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -5998609.500000 Penalty: 5318.292480
	Iteration 25Q: 3 clusters Score -5998610 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -5998707.500000 Penalty: 5318.292480
	Iteration 26Q: 3 clusters Score -5998708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5998801.500000 Penalty: 5318.292480
	Iteration 27Q: 3 clusters Score -5998802 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5998886.000000 Penalty: 5318.292480
	Iteration 28Q: 3 clusters Score -5998886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -5998944.000000 Penalty: 5318.292480
	Iteration 29Q: 3 clusters Score -5998944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -5999000.000000 Penalty: 5318.292480
	Iteration 30Q: 3 clusters Score -5999000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -5999018.000000 Penalty: 5318.292480
	Iteration 31Q: 3 clusters Score -5999018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5999047.500000 Penalty: 5318.292480
	Iteration 32Q: 3 clusters Score -5999048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5999063.000000 Penalty: 5318.292480
	Iteration 33Q: 3 clusters Score -5999063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -5999086.000000 Penalty: 5318.292480
	Iteration 34Q: 3 clusters Score -5999086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -5999107.500000 Penalty: 5318.292480
	Iteration 35Q: 3 clusters Score -5999108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -5999123.500000 Penalty: 5318.292480
	Iteration 36Q: 3 clusters Score -5999124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -5999128.000000 Penalty: 5318.292480
	Iteration 37Q: 3 clusters Score -5999128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -5999138.500000 Penalty: 5318.292480
	Iteration 38Q: 3 clusters Score -5999138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5999145.000000 Penalty: 5318.292480
	Iteration 39Q: 3 clusters Score -5999145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5999148.500000 Penalty: 5318.292480
	Iteration 40F: 3 clusters Score -5999148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -5999149.000000 Penalty: 5318.292480
	Iteration 41Q: 3 clusters Score -5999149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -5999158.500000 Penalty: 5318.292480
	Iteration 42Q: 3 clusters Score -5999158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5999164.500000 Penalty: 5318.292480
	Iteration 43Q: 3 clusters Score -5999164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -5999172.500000 Penalty: 5318.292480
	Iteration 44Q: 3 clusters Score -5999172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -5999182.500000 Penalty: 5318.292480
	Iteration 45Q: 3 clusters Score -5999182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -5999191.500000 Penalty: 5318.292480
	Iteration 46Q: 3 clusters Score -5999192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -5999189.500000 Penalty: 5318.292480
	Iteration 47Q: 3 clusters Score -5999190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -5999184.000000 Penalty: 5318.292480
	Iteration 48Q: 3 clusters Score -5999184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5999188.000000 Penalty: 5318.292480
	Iteration 49Q: 3 clusters Score -5999188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -5999184.000000 Penalty: 5318.292480
	Iteration 50Q: 3 clusters Score -5999184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5999190.000000 Penalty: 5318.292480
	Iteration 51Q: 3 clusters Score -5999190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5999190.000000 Penalty: 5318.292480
	Iteration 52F: 3 clusters Score -5999190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Entering Unmasked Estep 
Score: -5422198.000000 Penalty: 2637.787598
	Iteration 0F: 2 clusters Score -5422198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5393939.000000 Penalty: 5275.575195
	Iteration 0F: 3 clusters Score -5393939 nChanged 18976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5404432.500000 Penalty: 5275.575195
	Iteration 1F: 3 clusters Score -5404432 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -5404971.500000 Penalty: 5275.575195
	Iteration 2Q: 3 clusters Score -5404972 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -5405443.000000 Penalty: 5275.575195
	Iteration 3Q: 3 clusters Score -5405443 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -5405827.000000 Penalty: 5275.575195
	Iteration 4Q: 3 clusters Score -5405827 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -5406249.500000 Penalty: 5275.575195
	Iteration 5Q: 3 clusters Score -5406250 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -5406708.500000 Penalty: 5275.575195
	Iteration 6Q: 3 clusters Score -5406708 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -5407290.500000 Penalty: 5275.575195
	Iteration 7Q: 3 clusters Score -5407290 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -5408097.000000 Penalty: 5275.575195
	Iteration 8Q: 3 clusters Score -5408097 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -5409168.000000 Penalty: 5275.575195
	Iteration 9Q: 3 clusters Score -5409168 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -5410646.000000 Penalty: 5275.575195
	Iteration 10F: 3 clusters Score -5410646 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -5412531.000000 Penalty: 5275.575195
	Iteration 11F: 3 clusters Score -5412531 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -5414346.000000 Penalty: 5275.575195
	Iteration 12F: 3 clusters Score -5414346 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -5415793.500000 Penalty: 5275.575195
	Iteration 13Q: 3 clusters Score -5415794 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -5416862.000000 Penalty: 5275.575195
	Iteration 14Q: 3 clusters Score -5416862 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5417616.500000 Penalty: 5275.575195
	Iteration 15Q: 3 clusters Score -5417616 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5418267.000000 Penalty: 5275.575195
	Iteration 16Q: 3 clusters Score -5418267 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5418649.000000 Penalty: 5275.575195
	Iteration 17Q: 3 clusters Score -5418649 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5418949.000000 Penalty: 5275.575195
	Iteration 18Q: 3 clusters Score -5418949 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5419189.500000 Penalty: 5275.575195
	Iteration 19Q: 3 clusters Score -5419190 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5419351.500000 Penalty: 5275.575195
	Iteration 20F: 3 clusters Score -5419352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5419456.000000 Penalty: 5275.575195
	Iteration 21Q: 3 clusters Score -5419456 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5419521.000000 Penalty: 5275.575195
	Iteration 22Q: 3 clusters Score -5419521 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5419588.000000 Penalty: 5275.575195
	Iteration 23Q: 3 clusters Score -5419588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5419629.000000 Penalty: 5275.575195
	Iteration 24Q: 3 clusters Score -5419629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5419667.500000 Penalty: 5275.575195
	Iteration 25Q: 3 clusters Score -5419668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5419695.000000 Penalty: 5275.575195
	Iteration 26Q: 3 clusters Score -5419695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5419729.500000 Penalty: 5275.575195
	Iteration 27Q: 3 clusters Score -5419730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5419754.000000 Penalty: 5275.575195
	Iteration 28Q: 3 clusters Score -5419754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5419772.000000 Penalty: 5275.575195
	Iteration 29Q: 3 clusters Score -5419772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5419792.000000 Penalty: 5275.575195
	Iteration 30Q: 3 clusters Score -5419792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5419810.000000 Penalty: 5275.575195
	Iteration 31Q: 3 clusters Score -5419810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5419815.500000 Penalty: 5275.575195
	Iteration 32Q: 3 clusters Score -5419816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5419827.000000 Penalty: 5275.575195
	Iteration 33Q: 3 clusters Score -5419827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5419832.500000 Penalty: 5275.575195
	Iteration 34Q: 3 clusters Score -5419832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5419840.000000 Penalty: 5275.575195
	Iteration 35Q: 3 clusters Score -5419840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5419845.000000 Penalty: 5275.575195
	Iteration 36Q: 3 clusters Score -5419845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5419850.000000 Penalty: 5275.575195
	Iteration 37Q: 3 clusters Score -5419850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5419850.500000 Penalty: 5275.575195
	Iteration 38Q: 3 clusters Score -5419850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5419850.000000 Penalty: 5275.575195
	Iteration 39Q: 3 clusters Score -5419850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5419857.000000 Penalty: 5275.575195
	Iteration 40F: 3 clusters Score -5419857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5419860.000000 Penalty: 5275.575195
	Iteration 41Q: 3 clusters Score -5419860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5419857.500000 Penalty: 5275.575195
	Iteration 42Q: 3 clusters Score -5419858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5419865.500000 Penalty: 5275.575195
	Iteration 43Q: 3 clusters Score -5419866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5419864.500000 Penalty: 5275.575195
	Iteration 44Q: 3 clusters Score -5419864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5419865.500000 Penalty: 5275.575195
	Iteration 45Q: 3 clusters Score -5419866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5419865.500000 Penalty: 5275.575195
	Iteration 46F: 3 clusters Score -5419866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -97672.070312 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -97672.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95861.085938 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -95861.09 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96121.515625 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -96121.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96193.132812 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -96193.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96242.742188 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -96242.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96270.781250 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -96270.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96291.054688 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -96291.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96297.476562 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -96297.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96307.718750 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -96307.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96312.250000 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -96312.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96322.562500 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -96322.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96333.218750 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -96333.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96339.937500 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -96339.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96360.085938 Penalty: 3319.888428
	Iteration 12Q: 3 clusters Score -96360.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96381.578125 Penalty: 3319.888428
	Iteration 13Q: 3 clusters Score -96381.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96398.960938 Penalty: 3319.888428
	Iteration 14Q: 3 clusters Score -96398.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96409.156250 Penalty: 3319.888428
	Iteration 15Q: 3 clusters Score -96409.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96420.445312 Penalty: 3319.888428
	Iteration 16Q: 3 clusters Score -96420.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -96433.882812 Penalty: 3319.888428
	Iteration 17Q: 3 clusters Score -96433.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96450.765625 Penalty: 3319.888428
	Iteration 18Q: 3 clusters Score -96450.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96459.445312 Penalty: 3319.888428
	Iteration 19Q: 3 clusters Score -96459.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96474.273438 Penalty: 3319.888428
	Iteration 20F: 3 clusters Score -96474.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96494.671875 Penalty: 3319.888428
	Iteration 21Q: 3 clusters Score -96494.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96506.445312 Penalty: 3319.888428
	Iteration 22Q: 3 clusters Score -96506.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96529.031250 Penalty: 3319.888428
	Iteration 23Q: 3 clusters Score -96529.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96537.257812 Penalty: 3319.888428
	Iteration 24Q: 3 clusters Score -96537.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96558.343750 Penalty: 3319.888428
	Iteration 25Q: 3 clusters Score -96558.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96577.625000 Penalty: 3319.888428
	Iteration 26Q: 3 clusters Score -96577.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96584.179688 Penalty: 3319.888428
	Iteration 27Q: 3 clusters Score -96584.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96602.531250 Penalty: 3319.888428
	Iteration 28Q: 3 clusters Score -96602.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96624.078125 Penalty: 3319.888428
	Iteration 29Q: 3 clusters Score -96624.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96640.875000 Penalty: 3319.888428
	Iteration 30Q: 3 clusters Score -96640.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96650.343750 Penalty: 3319.888428
	Iteration 31Q: 3 clusters Score -96650.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96650.960938 Penalty: 3319.888428
	Iteration 32Q: 3 clusters Score -96650.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96650.960938 Penalty: 3319.888428
	Iteration 33F: 3 clusters Score -96650.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Entering Unmasked Estep 
Score: -1137175.250000 Penalty: 2261.129395
	Iteration 0F: 2 clusters Score -1137175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1130101.625000 Penalty: 4522.258789
	Iteration 0F: 3 clusters Score -1130102 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1132119.625000 Penalty: 4522.258789
	Iteration 1F: 3 clusters Score -1132120 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1132361.250000 Penalty: 4522.258789
	Iteration 2F: 3 clusters Score -1132361 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1132525.000000 Penalty: 4522.258789
	Iteration 3Q: 3 clusters Score -1132525 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1132659.000000 Penalty: 4522.258789
	Iteration 4Q: 3 clusters Score -1132659 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1132785.000000 Penalty: 4522.258789
	Iteration 5Q: 3 clusters Score -1132785 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1132916.875000 Penalty: 4522.258789
	Iteration 6Q: 3 clusters Score -1132917 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1133067.875000 Penalty: 4522.258789
	Iteration 7Q: 3 clusters Score -1133068 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1133255.875000 Penalty: 4522.258789
	Iteration 8Q: 3 clusters Score -1133256 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1133469.125000 Penalty: 4522.258789
	Iteration 9Q: 3 clusters Score -1133469 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1133707.250000 Penalty: 4522.258789
	Iteration 10Q: 3 clusters Score -1133707 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1133972.125000 Penalty: 4522.258789
	Iteration 11Q: 3 clusters Score -1133972 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1134235.000000 Penalty: 4522.258789
	Iteration 12Q: 3 clusters Score -1134235 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1134506.000000 Penalty: 4522.258789
	Iteration 13Q: 3 clusters Score -1134506 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1134734.500000 Penalty: 4522.258789
	Iteration 14Q: 3 clusters Score -1134734 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1134892.500000 Penalty: 4522.258789
	Iteration 15Q: 3 clusters Score -1134892 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1134993.250000 Penalty: 4522.258789
	Iteration 16Q: 3 clusters Score -1134993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1135059.500000 Penalty: 4522.258789
	Iteration 17Q: 3 clusters Score -1135060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1135102.625000 Penalty: 4522.258789
	Iteration 18Q: 3 clusters Score -1135103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1135138.625000 Penalty: 4522.258789
	Iteration 19Q: 3 clusters Score -1135139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1135179.125000 Penalty: 4522.258789
	Iteration 20F: 3 clusters Score -1135179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1135199.375000 Penalty: 4522.258789
	Iteration 21Q: 3 clusters Score -1135199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1135209.125000 Penalty: 4522.258789
	Iteration 22Q: 3 clusters Score -1135209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1135219.875000 Penalty: 4522.258789
	Iteration 23Q: 3 clusters Score -1135220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1135232.500000 Penalty: 4522.258789
	Iteration 24Q: 3 clusters Score -1135232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1135242.875000 Penalty: 4522.258789
	Iteration 25Q: 3 clusters Score -1135243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1135249.250000 Penalty: 4522.258789
	Iteration 26Q: 3 clusters Score -1135249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1135255.250000 Penalty: 4522.258789
	Iteration 27Q: 3 clusters Score -1135255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1135255.375000 Penalty: 4522.258789
	Iteration 28Q: 3 clusters Score -1135255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1135261.000000 Penalty: 4522.258789
	Iteration 29Q: 3 clusters Score -1135261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1135261.250000 Penalty: 4522.258789
	Iteration 30Q: 3 clusters Score -1135261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1135261.250000 Penalty: 4522.258789
	Iteration 31Q: 3 clusters Score -1135261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1135261.375000 Penalty: 4522.258789
	Iteration 32Q: 3 clusters Score -1135261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1135261.375000 Penalty: 4522.258789
	Iteration 33F: 3 clusters Score -1135261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -814347.937500 Penalty: 2181.041504
	Iteration 0F: 2 clusters Score -814347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -808861.687500 Penalty: 4362.083008
	Iteration 0F: 3 clusters Score -808861.7 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -810482.937500 Penalty: 4362.083008
	Iteration 1F: 3 clusters Score -810482.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -810875.000000 Penalty: 4362.083008
	Iteration 2F: 3 clusters Score -810875 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -811172.687500 Penalty: 4362.083008
	Iteration 3F: 3 clusters Score -811172.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -811399.875000 Penalty: 4362.083008
	Iteration 4F: 3 clusters Score -811399.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -811639.875000 Penalty: 4362.083008
	Iteration 5F: 3 clusters Score -811639.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -811877.000000 Penalty: 4362.083008
	Iteration 6F: 3 clusters Score -811877 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -812094.750000 Penalty: 4362.083008
	Iteration 7Q: 3 clusters Score -812094.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -812277.625000 Penalty: 4362.083008
	Iteration 8Q: 3 clusters Score -812277.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -812450.312500 Penalty: 4362.083008
	Iteration 9Q: 3 clusters Score -812450.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -812570.000000 Penalty: 4362.083008
	Iteration 10Q: 3 clusters Score -812570 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -812674.562500 Penalty: 4362.083008
	Iteration 11Q: 3 clusters Score -812674.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -812775.750000 Penalty: 4362.083008
	Iteration 12Q: 3 clusters Score -812775.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -812865.500000 Penalty: 4362.083008
	Iteration 13Q: 3 clusters Score -812865.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -812966.500000 Penalty: 4362.083008
	Iteration 14Q: 3 clusters Score -812966.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -813049.437500 Penalty: 4362.083008
	Iteration 15Q: 3 clusters Score -813049.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -813127.812500 Penalty: 4362.083008
	Iteration 16Q: 3 clusters Score -813127.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -813195.562500 Penalty: 4362.083008
	Iteration 17Q: 3 clusters Score -813195.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -813243.625000 Penalty: 4362.083008
	Iteration 18Q: 3 clusters Score -813243.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -813299.937500 Penalty: 4362.083008
	Iteration 19Q: 3 clusters Score -813299.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -813343.812500 Penalty: 4362.083008
	Iteration 20F: 3 clusters Score -813343.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -813385.562500 Penalty: 4362.083008
	Iteration 21Q: 3 clusters Score -813385.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -813420.375000 Penalty: 4362.083008
	Iteration 22Q: 3 clusters Score -813420.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -813446.250000 Penalty: 4362.083008
	Iteration 23Q: 3 clusters Score -813446.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -813460.062500 Penalty: 4362.083008
	Iteration 24Q: 3 clusters Score -813460.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -813474.562500 Penalty: 4362.083008
	Iteration 25Q: 3 clusters Score -813474.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -813482.437500 Penalty: 4362.083008
	Iteration 26Q: 3 clusters Score -813482.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -813490.250000 Penalty: 4362.083008
	Iteration 27Q: 3 clusters Score -813490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -813497.312500 Penalty: 4362.083008
	Iteration 28Q: 3 clusters Score -813497.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -813501.937500 Penalty: 4362.083008
	Iteration 29Q: 3 clusters Score -813501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -813505.625000 Penalty: 4362.083008
	Iteration 30Q: 3 clusters Score -813505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -813509.687500 Penalty: 4362.083008
	Iteration 31Q: 3 clusters Score -813509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -813510.812500 Penalty: 4362.083008
	Iteration 32Q: 3 clusters Score -813510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -813512.875000 Penalty: 4362.083008
	Iteration 33Q: 3 clusters Score -813512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -813516.937500 Penalty: 4362.083008
	Iteration 34Q: 3 clusters Score -813516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -813518.937500 Penalty: 4362.083008
	Iteration 35Q: 3 clusters Score -813518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -813521.875000 Penalty: 4362.083008
	Iteration 36Q: 3 clusters Score -813521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -813524.187500 Penalty: 4362.083008
	Iteration 37Q: 3 clusters Score -813524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -813523.812500 Penalty: 4362.083008
	Iteration 38Q: 3 clusters Score -813523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -813525.187500 Penalty: 4362.083008
	Iteration 39Q: 3 clusters Score -813525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -813525.812500 Penalty: 4362.083008
	Iteration 40F: 3 clusters Score -813525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -813527.000000 Penalty: 4362.083008
	Iteration 41Q: 3 clusters Score -813527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -813529.812500 Penalty: 4362.083008
	Iteration 42Q: 3 clusters Score -813529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -813530.812500 Penalty: 4362.083008
	Iteration 43Q: 3 clusters Score -813530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -813532.312500 Penalty: 4362.083008
	Iteration 44Q: 3 clusters Score -813532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -813532.312500 Penalty: 4362.083008
	Iteration 45F: 3 clusters Score -813532.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -21284.126953 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -21284.13 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 79 members 
Entering Unmasked Estep 
Score: -20240.576172 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -20240.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20275.404297 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -20275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20280.273438 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -20280.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20289.162109 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -20289.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20293.873047 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -20293.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20298.552734 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -20298.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20298.552734 Penalty: 2635.350342
	Iteration 6F: 3 clusters Score -20298.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -449823.625000 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -449823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -446270.312500 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -446270.3 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -447025.656250 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -447025.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -447227.656250 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -447227.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -447339.500000 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -447339.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -447408.343750 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -447408.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -447444.843750 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -447444.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -447473.375000 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -447473.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -447500.125000 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -447500.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -447525.781250 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -447525.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -447551.312500 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -447551.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -447580.250000 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -447580.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -447607.843750 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -447607.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -447633.875000 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -447633.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -447661.281250 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -447661.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -447680.343750 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -447680.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -447699.781250 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -447699.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -447721.187500 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -447721.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -447746.593750 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -447746.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -447769.906250 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -447769.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -447793.062500 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -447793.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -447815.843750 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -447815.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -447839.718750 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -447839.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -447867.500000 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -447867.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -447892.312500 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -447892.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -447915.500000 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -447915.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -447931.125000 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -447931.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -447947.875000 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -447947.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -447962.437500 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -447962.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -447979.062500 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -447979.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -447990.312500 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -447990.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -447997.593750 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -447997.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -448009.093750 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -448009.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -448022.281250 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -448022.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -448030.125000 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -448030.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -448033.687500 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -448033.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -448039.687500 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -448039.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -448047.625000 Penalty: 4050.443115
	Iteration 36Q: 3 clusters Score -448047.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -448055.468750 Penalty: 4050.443115
	Iteration 37Q: 3 clusters Score -448055.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -448064.687500 Penalty: 4050.443115
	Iteration 38Q: 3 clusters Score -448064.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -448072.937500 Penalty: 4050.443115
	Iteration 39Q: 3 clusters Score -448072.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -448078.250000 Penalty: 4050.443115
	Iteration 40F: 3 clusters Score -448078.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -448082.281250 Penalty: 4050.443115
	Iteration 41Q: 3 clusters Score -448082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -448087.500000 Penalty: 4050.443115
	Iteration 42Q: 3 clusters Score -448087.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -448089.500000 Penalty: 4050.443115
	Iteration 43Q: 3 clusters Score -448089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -448092.812500 Penalty: 4050.443115
	Iteration 44Q: 3 clusters Score -448092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -448094.437500 Penalty: 4050.443115
	Iteration 45Q: 3 clusters Score -448094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -448097.281250 Penalty: 4050.443115
	Iteration 46Q: 3 clusters Score -448097.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -448098.750000 Penalty: 4050.443115
	Iteration 47Q: 3 clusters Score -448098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -448099.000000 Penalty: 4050.443115
	Iteration 48Q: 3 clusters Score -448099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -448102.312500 Penalty: 4050.443115
	Iteration 49Q: 3 clusters Score -448102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -448104.968750 Penalty: 4050.443115
	Iteration 50Q: 3 clusters Score -448105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -448105.875000 Penalty: 4050.443115
	Iteration 51Q: 3 clusters Score -448105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -448107.656250 Penalty: 4050.443115
	Iteration 52Q: 3 clusters Score -448107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -448107.125000 Penalty: 4050.443115
	Iteration 53Q: 3 clusters Score -448107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -448108.406250 Penalty: 4050.443115
	Iteration 54Q: 3 clusters Score -448108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -448109.406250 Penalty: 4050.443115
	Iteration 55Q: 3 clusters Score -448109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -448109.906250 Penalty: 4050.443115
	Iteration 56Q: 3 clusters Score -448109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -448111.125000 Penalty: 4050.443115
	Iteration 57Q: 3 clusters Score -448111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -448111.656250 Penalty: 4050.443115
	Iteration 58Q: 3 clusters Score -448111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -448113.375000 Penalty: 4050.443115
	Iteration 59Q: 3 clusters Score -448113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -448115.625000 Penalty: 4050.443115
	Iteration 60F: 3 clusters Score -448115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -448116.625000 Penalty: 4050.443115
	Iteration 61Q: 3 clusters Score -448116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -448118.593750 Penalty: 4050.443115
	Iteration 62Q: 3 clusters Score -448118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -448119.562500 Penalty: 4050.443115
	Iteration 63Q: 3 clusters Score -448119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -448120.281250 Penalty: 4050.443115
	Iteration 64Q: 3 clusters Score -448120.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -448121.531250 Penalty: 4050.443115
	Iteration 65Q: 3 clusters Score -448121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -448123.281250 Penalty: 4050.443115
	Iteration 66Q: 3 clusters Score -448123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -448124.593750 Penalty: 4050.443115
	Iteration 67Q: 3 clusters Score -448124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -448124.375000 Penalty: 4050.443115
	Iteration 68Q: 3 clusters Score -448124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -448124.375000 Penalty: 4050.443115
	Iteration 69F: 3 clusters Score -448124.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -925727.875000 Penalty: 2219.893066
	Iteration 0F: 2 clusters Score -925727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -919510.625000 Penalty: 4439.786133
	Iteration 0F: 3 clusters Score -919510.6 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -921234.687500 Penalty: 4439.786133
	Iteration 1F: 3 clusters Score -921234.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -921513.562500 Penalty: 4439.786133
	Iteration 2F: 3 clusters Score -921513.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -921734.875000 Penalty: 4439.786133
	Iteration 3F: 3 clusters Score -921734.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -921912.312500 Penalty: 4439.786133
	Iteration 4Q: 3 clusters Score -921912.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -922054.062500 Penalty: 4439.786133
	Iteration 5Q: 3 clusters Score -922054.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -922191.437500 Penalty: 4439.786133
	Iteration 6Q: 3 clusters Score -922191.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -922326.250000 Penalty: 4439.786133
	Iteration 7Q: 3 clusters Score -922326.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -922464.625000 Penalty: 4439.786133
	Iteration 8Q: 3 clusters Score -922464.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -922608.500000 Penalty: 4439.786133
	Iteration 9Q: 3 clusters Score -922608.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -922755.187500 Penalty: 4439.786133
	Iteration 10Q: 3 clusters Score -922755.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -922897.062500 Penalty: 4439.786133
	Iteration 11Q: 3 clusters Score -922897.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -923044.125000 Penalty: 4439.786133
	Iteration 12Q: 3 clusters Score -923044.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -923184.625000 Penalty: 4439.786133
	Iteration 13Q: 3 clusters Score -923184.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -923301.687500 Penalty: 4439.786133
	Iteration 14Q: 3 clusters Score -923301.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -923400.500000 Penalty: 4439.786133
	Iteration 15Q: 3 clusters Score -923400.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -923474.625000 Penalty: 4439.786133
	Iteration 16Q: 3 clusters Score -923474.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -923539.375000 Penalty: 4439.786133
	Iteration 17Q: 3 clusters Score -923539.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -923597.125000 Penalty: 4439.786133
	Iteration 18Q: 3 clusters Score -923597.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -923645.562500 Penalty: 4439.786133
	Iteration 19Q: 3 clusters Score -923645.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -923693.562500 Penalty: 4439.786133
	Iteration 20F: 3 clusters Score -923693.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -923727.562500 Penalty: 4439.786133
	Iteration 21Q: 3 clusters Score -923727.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -923756.375000 Penalty: 4439.786133
	Iteration 22Q: 3 clusters Score -923756.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -923787.625000 Penalty: 4439.786133
	Iteration 23Q: 3 clusters Score -923787.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -923808.937500 Penalty: 4439.786133
	Iteration 24Q: 3 clusters Score -923808.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -923825.937500 Penalty: 4439.786133
	Iteration 25Q: 3 clusters Score -923825.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -923840.000000 Penalty: 4439.786133
	Iteration 26Q: 3 clusters Score -923840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -923853.562500 Penalty: 4439.786133
	Iteration 27Q: 3 clusters Score -923853.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -923868.875000 Penalty: 4439.786133
	Iteration 28Q: 3 clusters Score -923868.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -923885.312500 Penalty: 4439.786133
	Iteration 29Q: 3 clusters Score -923885.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -923895.562500 Penalty: 4439.786133
	Iteration 30Q: 3 clusters Score -923895.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -923905.812500 Penalty: 4439.786133
	Iteration 31Q: 3 clusters Score -923905.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -923920.312500 Penalty: 4439.786133
	Iteration 32Q: 3 clusters Score -923920.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -923936.750000 Penalty: 4439.786133
	Iteration 33Q: 3 clusters Score -923936.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -923950.187500 Penalty: 4439.786133
	Iteration 34Q: 3 clusters Score -923950.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -923965.687500 Penalty: 4439.786133
	Iteration 35Q: 3 clusters Score -923965.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -923976.562500 Penalty: 4439.786133
	Iteration 36Q: 3 clusters Score -923976.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -923986.562500 Penalty: 4439.786133
	Iteration 37Q: 3 clusters Score -923986.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -923994.250000 Penalty: 4439.786133
	Iteration 38Q: 3 clusters Score -923994.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -923999.687500 Penalty: 4439.786133
	Iteration 39Q: 3 clusters Score -923999.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -924003.562500 Penalty: 4439.786133
	Iteration 40F: 3 clusters Score -924003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -924004.812500 Penalty: 4439.786133
	Iteration 41Q: 3 clusters Score -924004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -924005.375000 Penalty: 4439.786133
	Iteration 42Q: 3 clusters Score -924005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -924006.437500 Penalty: 4439.786133
	Iteration 43Q: 3 clusters Score -924006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -924007.250000 Penalty: 4439.786133
	Iteration 44Q: 3 clusters Score -924007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -924007.250000 Penalty: 4439.786133
	Iteration 45F: 3 clusters Score -924007.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -89684.179688 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -89684.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87935.507812 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -87935.51 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88194.664062 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -88194.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88315.531250 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -88315.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88451.968750 Penalty: 3294.026367
	Iteration 3Q: 3 clusters Score -88451.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88614.750000 Penalty: 3294.026367
	Iteration 4F: 3 clusters Score -88614.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -88734.617188 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -88734.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -88788.734375 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -88788.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -88816.601562 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -88816.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88852.007812 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -88852.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -88890.382812 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -88890.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -88904.906250 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -88904.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -88918.460938 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -88918.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -88923.906250 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -88923.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -88927.382812 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -88927.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -88928.562500 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -88928.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -88928.562500 Penalty: 3294.026367
	Iteration 15F: 3 clusters Score -88928.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Entering Unmasked Estep 
Score: -3648945.250000 Penalty: 2542.791748
	Iteration 0F: 2 clusters Score -3648945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3629580.250000 Penalty: 5085.583496
	Iteration 0F: 3 clusters Score -3629580 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3636495.500000 Penalty: 5085.583496
	Iteration 1F: 3 clusters Score -3636496 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3637130.750000 Penalty: 5085.583496
	Iteration 2F: 3 clusters Score -3637131 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3637768.000000 Penalty: 5085.583496
	Iteration 3F: 3 clusters Score -3637768 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3638561.000000 Penalty: 5085.583496
	Iteration 4F: 3 clusters Score -3638561 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3639575.000000 Penalty: 5085.583496
	Iteration 5F: 3 clusters Score -3639575 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3640736.250000 Penalty: 5085.583496
	Iteration 6F: 3 clusters Score -3640736 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3642128.000000 Penalty: 5085.583496
	Iteration 7F: 3 clusters Score -3642128 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3643639.250000 Penalty: 5085.583496
	Iteration 8F: 3 clusters Score -3643639 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3645104.250000 Penalty: 5085.583496
	Iteration 9F: 3 clusters Score -3645104 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3646144.000000 Penalty: 5085.583496
	Iteration 10Q: 3 clusters Score -3646144 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3646664.250000 Penalty: 5085.583496
	Iteration 11Q: 3 clusters Score -3646664 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3647017.500000 Penalty: 5085.583496
	Iteration 12Q: 3 clusters Score -3647018 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3647278.250000 Penalty: 5085.583496
	Iteration 13Q: 3 clusters Score -3647278 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3647466.750000 Penalty: 5085.583496
	Iteration 14Q: 3 clusters Score -3647467 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3647626.250000 Penalty: 5085.583496
	Iteration 15Q: 3 clusters Score -3647626 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3647711.500000 Penalty: 5085.583496
	Iteration 16Q: 3 clusters Score -3647712 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3647750.000000 Penalty: 5085.583496
	Iteration 17Q: 3 clusters Score -3647750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3647797.250000 Penalty: 5085.583496
	Iteration 18Q: 3 clusters Score -3647797 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3647813.500000 Penalty: 5085.583496
	Iteration 19Q: 3 clusters Score -3647814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3647831.000000 Penalty: 5085.583496
	Iteration 20F: 3 clusters Score -3647831 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3647836.750000 Penalty: 5085.583496
	Iteration 21Q: 3 clusters Score -3647837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3647849.250000 Penalty: 5085.583496
	Iteration 22Q: 3 clusters Score -3647849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3647845.000000 Penalty: 5085.583496
	Iteration 23Q: 3 clusters Score -3647845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3647854.250000 Penalty: 5085.583496
	Iteration 24Q: 3 clusters Score -3647854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3647857.500000 Penalty: 5085.583496
	Iteration 25Q: 3 clusters Score -3647858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3647865.000000 Penalty: 5085.583496
	Iteration 26Q: 3 clusters Score -3647865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3647870.500000 Penalty: 5085.583496
	Iteration 27Q: 3 clusters Score -3647870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3647879.750000 Penalty: 5085.583496
	Iteration 28Q: 3 clusters Score -3647880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3647879.250000 Penalty: 5085.583496
	Iteration 29Q: 3 clusters Score -3647879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3647888.500000 Penalty: 5085.583496
	Iteration 30Q: 3 clusters Score -3647888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3647890.000000 Penalty: 5085.583496
	Iteration 31Q: 3 clusters Score -3647890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3647894.000000 Penalty: 5085.583496
	Iteration 32Q: 3 clusters Score -3647894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3647893.500000 Penalty: 5085.583496
	Iteration 33Q: 3 clusters Score -3647894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -3647894.000000 Penalty: 5085.583496
	Iteration 34Q: 3 clusters Score -3647894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3647903.250000 Penalty: 5085.583496
	Iteration 35Q: 3 clusters Score -3647903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3647901.500000 Penalty: 5085.583496
	Iteration 36Q: 3 clusters Score -3647902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3647901.000000 Penalty: 5085.583496
	Iteration 37Q: 3 clusters Score -3647901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -3647909.500000 Penalty: 5085.583496
	Iteration 38Q: 3 clusters Score -3647910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3647911.000000 Penalty: 5085.583496
	Iteration 39Q: 3 clusters Score -3647911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3647915.250000 Penalty: 5085.583496
	Iteration 40F: 3 clusters Score -3647915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3647910.250000 Penalty: 5085.583496
	Iteration 41Q: 3 clusters Score -3647910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3647918.750000 Penalty: 5085.583496
	Iteration 42Q: 3 clusters Score -3647919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3647917.750000 Penalty: 5085.583496
	Iteration 43Q: 3 clusters Score -3647918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3647919.500000 Penalty: 5085.583496
	Iteration 44Q: 3 clusters Score -3647920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3647920.000000 Penalty: 5085.583496
	Iteration 45Q: 3 clusters Score -3647920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3647930.250000 Penalty: 5085.583496
	Iteration 46Q: 3 clusters Score -3647930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3647929.000000 Penalty: 5085.583496
	Iteration 47Q: 3 clusters Score -3647929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3647935.000000 Penalty: 5085.583496
	Iteration 48Q: 3 clusters Score -3647935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3647932.750000 Penalty: 5085.583496
	Iteration 49Q: 3 clusters Score -3647933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3647933.500000 Penalty: 5085.583496
	Iteration 50Q: 3 clusters Score -3647934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3647931.250000 Penalty: 5085.583496
	Iteration 51Q: 3 clusters Score -3647931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3647931.750000 Penalty: 5085.583496
	Iteration 52Q: 3 clusters Score -3647932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -3647941.500000 Penalty: 5085.583496
	Iteration 53Q: 3 clusters Score -3647942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3647936.750000 Penalty: 5085.583496
	Iteration 54Q: 3 clusters Score -3647937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3647940.250000 Penalty: 5085.583496
	Iteration 55Q: 3 clusters Score -3647940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3647940.000000 Penalty: 5085.583496
	Iteration 56Q: 3 clusters Score -3647940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3647943.000000 Penalty: 5085.583496
	Iteration 57Q: 3 clusters Score -3647943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3647944.500000 Penalty: 5085.583496
	Iteration 58Q: 3 clusters Score -3647944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3647947.750000 Penalty: 5085.583496
	Iteration 59Q: 3 clusters Score -3647948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3647953.000000 Penalty: 5085.583496
	Iteration 60F: 3 clusters Score -3647953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3647950.750000 Penalty: 5085.583496
	Iteration 61Q: 3 clusters Score -3647951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3647962.000000 Penalty: 5085.583496
	Iteration 62Q: 3 clusters Score -3647962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3647966.750000 Penalty: 5085.583496
	Iteration 63Q: 3 clusters Score -3647967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3647953.750000 Penalty: 5085.583496
	Iteration 64Q: 3 clusters Score -3647954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3647970.000000 Penalty: 5085.583496
	Iteration 65Q: 3 clusters Score -3647970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3647978.000000 Penalty: 5085.583496
	Iteration 66Q: 3 clusters Score -3647978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3647988.750000 Penalty: 5085.583496
	Iteration 67Q: 3 clusters Score -3647989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3647985.000000 Penalty: 5085.583496
	Iteration 68Q: 3 clusters Score -3647985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3647993.000000 Penalty: 5085.583496
	Iteration 69Q: 3 clusters Score -3647993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -3647993.750000 Penalty: 5085.583496
	Iteration 70Q: 3 clusters Score -3647994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3648006.250000 Penalty: 5085.583496
	Iteration 71Q: 3 clusters Score -3648006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3648009.500000 Penalty: 5085.583496
	Iteration 72Q: 3 clusters Score -3648010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3648021.250000 Penalty: 5085.583496
	Iteration 73Q: 3 clusters Score -3648021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3648026.750000 Penalty: 5085.583496
	Iteration 74Q: 3 clusters Score -3648027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3648029.250000 Penalty: 5085.583496
	Iteration 75Q: 3 clusters Score -3648029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3648039.000000 Penalty: 5085.583496
	Iteration 76Q: 3 clusters Score -3648039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3648047.000000 Penalty: 5085.583496
	Iteration 77Q: 3 clusters Score -3648047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3648059.250000 Penalty: 5085.583496
	Iteration 78Q: 3 clusters Score -3648059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3648068.750000 Penalty: 5085.583496
	Iteration 79Q: 3 clusters Score -3648069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3648069.500000 Penalty: 5085.583496
	Iteration 80F: 3 clusters Score -3648070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3648079.750000 Penalty: 5085.583496
	Iteration 81Q: 3 clusters Score -3648080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3648098.250000 Penalty: 5085.583496
	Iteration 82Q: 3 clusters Score -3648098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3648120.500000 Penalty: 5085.583496
	Iteration 83Q: 3 clusters Score -3648120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3648125.000000 Penalty: 5085.583496
	Iteration 84Q: 3 clusters Score -3648125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3648127.500000 Penalty: 5085.583496
	Iteration 85Q: 3 clusters Score -3648128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3648144.250000 Penalty: 5085.583496
	Iteration 86Q: 3 clusters Score -3648144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3648148.500000 Penalty: 5085.583496
	Iteration 87Q: 3 clusters Score -3648148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3648171.500000 Penalty: 5085.583496
	Iteration 88Q: 3 clusters Score -3648172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3648189.500000 Penalty: 5085.583496
	Iteration 89Q: 3 clusters Score -3648190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3648207.250000 Penalty: 5085.583496
	Iteration 90Q: 3 clusters Score -3648207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3648216.750000 Penalty: 5085.583496
	Iteration 91Q: 3 clusters Score -3648217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3648228.750000 Penalty: 5085.583496
	Iteration 92Q: 3 clusters Score -3648229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3648241.250000 Penalty: 5085.583496
	Iteration 93Q: 3 clusters Score -3648241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3648240.250000 Penalty: 5085.583496
	Iteration 94Q: 3 clusters Score -3648240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3648246.000000 Penalty: 5085.583496
	Iteration 95Q: 3 clusters Score -3648246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3648252.250000 Penalty: 5085.583496
	Iteration 96Q: 3 clusters Score -3648252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3648251.000000 Penalty: 5085.583496
	Iteration 97Q: 3 clusters Score -3648251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3648265.000000 Penalty: 5085.583496
	Iteration 98Q: 3 clusters Score -3648265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3648271.500000 Penalty: 5085.583496
	Iteration 99Q: 3 clusters Score -3648272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3648269.750000 Penalty: 5085.583496
	Iteration 100F: 3 clusters Score -3648270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3648271.250000 Penalty: 5085.583496
	Iteration 101Q: 3 clusters Score -3648271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3648277.250000 Penalty: 5085.583496
	Iteration 102Q: 3 clusters Score -3648277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3648281.500000 Penalty: 5085.583496
	Iteration 103Q: 3 clusters Score -3648282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3648284.750000 Penalty: 5085.583496
	Iteration 104Q: 3 clusters Score -3648285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3648287.500000 Penalty: 5085.583496
	Iteration 105Q: 3 clusters Score -3648288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3648287.500000 Penalty: 5085.583496
	Iteration 106F: 3 clusters Score -3648288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (109688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109688 members 
Entering Unmasked Estep 
Score: -14413871.000000 Penalty: 2878.137939
	Iteration 0F: 2 clusters Score -1.441387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -14340481.000000 Penalty: 5756.275879
	Iteration 0F: 3 clusters Score -1.434048e+07 nChanged 52076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -14370408.000000 Penalty: 5756.275879
	Iteration 1F: 3 clusters Score -1.437041e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -14371568.000000 Penalty: 5756.275879
	Iteration 2Q: 3 clusters Score -1.437157e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -14373456.000000 Penalty: 5756.275879
	Iteration 3Q: 3 clusters Score -1.437346e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -14376495.000000 Penalty: 5756.275879
	Iteration 4F: 3 clusters Score -1.43765e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -14381145.000000 Penalty: 5756.275879
	Iteration 5F: 3 clusters Score -1.438114e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -14387494.000000 Penalty: 5756.275879
	Iteration 6F: 3 clusters Score -1.438749e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -14395153.000000 Penalty: 5756.275879
	Iteration 7F: 3 clusters Score -1.439515e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -14402133.000000 Penalty: 5756.275879
	Iteration 8F: 3 clusters Score -1.440213e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -14406950.000000 Penalty: 5756.275879
	Iteration 9Q: 3 clusters Score -1.440695e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -14409496.000000 Penalty: 5756.275879
	Iteration 10Q: 3 clusters Score -1.44095e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -14410588.000000 Penalty: 5756.275879
	Iteration 11Q: 3 clusters Score -1.441059e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108922 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14411069.000000 Penalty: 5756.275879
	Iteration 12Q: 3 clusters Score -1.441107e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109076 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14411324.000000 Penalty: 5756.275879
	Iteration 13Q: 3 clusters Score -1.441132e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14411512.000000 Penalty: 5756.275879
	Iteration 14Q: 3 clusters Score -1.441151e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14411640.000000 Penalty: 5756.275879
	Iteration 15Q: 3 clusters Score -1.441164e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14411708.000000 Penalty: 5756.275879
	Iteration 16Q: 3 clusters Score -1.441171e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109135 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14411778.000000 Penalty: 5756.275879
	Iteration 17Q: 3 clusters Score -1.441178e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -14411827.000000 Penalty: 5756.275879
	Iteration 18Q: 3 clusters Score -1.441183e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109116 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14411850.000000 Penalty: 5756.275879
	Iteration 19Q: 3 clusters Score -1.441185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14411875.000000 Penalty: 5756.275879
	Iteration 20F: 3 clusters Score -1.441188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14411895.000000 Penalty: 5756.275879
	Iteration 21Q: 3 clusters Score -1.44119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109080 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14411912.000000 Penalty: 5756.275879
	Iteration 22Q: 3 clusters Score -1.441191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14411930.000000 Penalty: 5756.275879
	Iteration 23Q: 3 clusters Score -1.441193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109077 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14411938.000000 Penalty: 5756.275879
	Iteration 24Q: 3 clusters Score -1.441194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109081 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14411945.000000 Penalty: 5756.275879
	Iteration 25Q: 3 clusters Score -1.441194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109083 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14411954.000000 Penalty: 5756.275879
	Iteration 26Q: 3 clusters Score -1.441195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109080 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14411967.000000 Penalty: 5756.275879
	Iteration 27Q: 3 clusters Score -1.441197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14411964.000000 Penalty: 5756.275879
	Iteration 28Q: 3 clusters Score -1.441196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14411960.000000 Penalty: 5756.275879
	Iteration 29Q: 3 clusters Score -1.441196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14411949.000000 Penalty: 5756.275879
	Iteration 30Q: 3 clusters Score -1.441195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14411946.000000 Penalty: 5756.275879
	Iteration 31Q: 3 clusters Score -1.441195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14411946.000000 Penalty: 5756.275879
	Iteration 32F: 3 clusters Score -1.441195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -77052.429688 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -77052.43 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 336 members 
Entering Unmasked Estep 
Score: -75419.335938 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -75419.34 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75795.531250 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -75795.53 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75978.843750 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -75978.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76125.125000 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -76125.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76199.750000 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -76199.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76247.039062 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -76247.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76337.273438 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -76337.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76480.281250 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -76480.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76634.945312 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -76634.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76786.421875 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -76786.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76888.117188 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -76888.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76984.929688 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -76984.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -77086.984375 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -77086.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77158.500000 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -77158.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -77228.914062 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -77228.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -77348.437500 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -77348.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77350.679688 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -77350.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77350.679688 Penalty: 3220.151123
	Iteration 17F: 3 clusters Score -77350.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 19136 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13446 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45359 members 
Mstep: Class 10 contains 41616 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9113 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109688 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
Score: -42905372.000000 Penalty: 69427.945312
Splitting cluster 21 changes total score from -42906576.000000 to -42905372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (12384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Entering Unmasked Estep 
Score: -1633312.375000 Penalty: 2337.191895
	Iteration 0F: 2 clusters Score -1633312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1624160.250000 Penalty: 4674.383789
	Iteration 0F: 3 clusters Score -1624160 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1626807.625000 Penalty: 4674.383789
	Iteration 1F: 3 clusters Score -1626808 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1627145.875000 Penalty: 4674.383789
	Iteration 2F: 3 clusters Score -1627146 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1627408.750000 Penalty: 4674.383789
	Iteration 3F: 3 clusters Score -1627409 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1627604.250000 Penalty: 4674.383789
	Iteration 4Q: 3 clusters Score -1627604 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1627796.625000 Penalty: 4674.383789
	Iteration 5Q: 3 clusters Score -1627797 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1627985.500000 Penalty: 4674.383789
	Iteration 6Q: 3 clusters Score -1627986 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1628194.500000 Penalty: 4674.383789
	Iteration 7Q: 3 clusters Score -1628194 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1628485.000000 Penalty: 4674.383789
	Iteration 8Q: 3 clusters Score -1628485 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1628860.750000 Penalty: 4674.383789
	Iteration 9Q: 3 clusters Score -1628861 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1629302.125000 Penalty: 4674.383789
	Iteration 10F: 3 clusters Score -1629302 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1629765.750000 Penalty: 4674.383789
	Iteration 11F: 3 clusters Score -1629766 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1630199.000000 Penalty: 4674.383789
	Iteration 12Q: 3 clusters Score -1630199 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1630528.625000 Penalty: 4674.383789
	Iteration 13Q: 3 clusters Score -1630529 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1630754.250000 Penalty: 4674.383789
	Iteration 14Q: 3 clusters Score -1630754 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1630910.375000 Penalty: 4674.383789
	Iteration 15Q: 3 clusters Score -1630910 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1631019.750000 Penalty: 4674.383789
	Iteration 16Q: 3 clusters Score -1631020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1631104.500000 Penalty: 4674.383789
	Iteration 17Q: 3 clusters Score -1631104 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1631171.000000 Penalty: 4674.383789
	Iteration 18Q: 3 clusters Score -1631171 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1631230.000000 Penalty: 4674.383789
	Iteration 19Q: 3 clusters Score -1631230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1631261.875000 Penalty: 4674.383789
	Iteration 20F: 3 clusters Score -1631262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1631284.625000 Penalty: 4674.383789
	Iteration 21Q: 3 clusters Score -1631285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1631311.000000 Penalty: 4674.383789
	Iteration 22Q: 3 clusters Score -1631311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1631329.125000 Penalty: 4674.383789
	Iteration 23Q: 3 clusters Score -1631329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1631342.375000 Penalty: 4674.383789
	Iteration 24Q: 3 clusters Score -1631342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1631347.750000 Penalty: 4674.383789
	Iteration 25Q: 3 clusters Score -1631348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1631360.875000 Penalty: 4674.383789
	Iteration 26Q: 3 clusters Score -1631361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1631373.000000 Penalty: 4674.383789
	Iteration 27Q: 3 clusters Score -1631373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1631379.625000 Penalty: 4674.383789
	Iteration 28Q: 3 clusters Score -1631380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1631386.500000 Penalty: 4674.383789
	Iteration 29Q: 3 clusters Score -1631386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1631396.375000 Penalty: 4674.383789
	Iteration 30Q: 3 clusters Score -1631396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1631398.125000 Penalty: 4674.383789
	Iteration 31Q: 3 clusters Score -1631398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1631400.875000 Penalty: 4674.383789
	Iteration 32Q: 3 clusters Score -1631401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1631400.125000 Penalty: 4674.383789
	Iteration 33Q: 3 clusters Score -1631400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1631406.625000 Penalty: 4674.383789
	Iteration 34Q: 3 clusters Score -1631407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1631406.000000 Penalty: 4674.383789
	Iteration 35Q: 3 clusters Score -1631406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1631409.375000 Penalty: 4674.383789
	Iteration 36Q: 3 clusters Score -1631409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1631409.125000 Penalty: 4674.383789
	Iteration 37Q: 3 clusters Score -1631409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1631409.625000 Penalty: 4674.383789
	Iteration 38Q: 3 clusters Score -1631410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1631409.625000 Penalty: 4674.383789
	Iteration 39Q: 3 clusters Score -1631410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1631410.750000 Penalty: 4674.383789
	Iteration 40F: 3 clusters Score -1631411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1631411.625000 Penalty: 4674.383789
	Iteration 41Q: 3 clusters Score -1631412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1631413.750000 Penalty: 4674.383789
	Iteration 42Q: 3 clusters Score -1631414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1631413.750000 Penalty: 4674.383789
	Iteration 43F: 3 clusters Score -1631414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 19136 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13446 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45359 members 
Mstep: Class 10 contains 41616 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9113 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109688 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906608.000000 Penalty: 66272.132812
Iteration 119Q: 22 clusters Score -4.290661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 19140 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13445 members 
Mstep: Class 8 contains 7388 members 
Mstep: Class 9 contains 45362 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9112 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109685 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906596.000000 Penalty: 66272.132812
Iteration 120F: 22 clusters Score -4.29066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7518 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 7388 members 
Mstep: Class 9 contains 45363 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9110 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109684 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906568.000000 Penalty: 66272.132812
Iteration 121Q: 22 clusters Score -4.290657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45365 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7714 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109683 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906592.000000 Penalty: 66272.132812
Iteration 122Q: 22 clusters Score -4.290659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45367 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9110 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7714 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109681 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906592.000000 Penalty: 66272.132812
Iteration 123Q: 22 clusters Score -4.290659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45367 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7714 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109682 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906580.000000 Penalty: 66272.132812
Iteration 124Q: 22 clusters Score -4.290658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 19144 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45367 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7714 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109683 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906576.000000 Penalty: 66272.132812
Iteration 125Q: 22 clusters Score -4.290658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45367 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7713 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109683 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906572.000000 Penalty: 66272.132812
Iteration 126Q: 22 clusters Score -4.290657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45367 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7713 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 109683 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42906572.000000 Penalty: 66272.132812
Iteration 127F: 22 clusters Score -4.290657e+07 nChanged 0
Entering ConstructFrom: 
Score: -42906572.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (13574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Entering Unmasked Estep 
Score: -1757275.625000 Penalty: 2359.946045
	Iteration 0F: 2 clusters Score -1757276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1747444.500000 Penalty: 4719.892090
	Iteration 0F: 3 clusters Score -1747444 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1750439.375000 Penalty: 4719.892090
	Iteration 1F: 3 clusters Score -1750439 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1750797.250000 Penalty: 4719.892090
	Iteration 2F: 3 clusters Score -1750797 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1751074.750000 Penalty: 4719.892090
	Iteration 3F: 3 clusters Score -1751075 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1751272.000000 Penalty: 4719.892090
	Iteration 4Q: 3 clusters Score -1751272 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1751437.250000 Penalty: 4719.892090
	Iteration 5Q: 3 clusters Score -1751437 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1751604.125000 Penalty: 4719.892090
	Iteration 6Q: 3 clusters Score -1751604 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1751779.125000 Penalty: 4719.892090
	Iteration 7Q: 3 clusters Score -1751779 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1751969.625000 Penalty: 4719.892090
	Iteration 8Q: 3 clusters Score -1751970 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1752167.250000 Penalty: 4719.892090
	Iteration 9Q: 3 clusters Score -1752167 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1752420.375000 Penalty: 4719.892090
	Iteration 10Q: 3 clusters Score -1752420 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1752650.250000 Penalty: 4719.892090
	Iteration 11Q: 3 clusters Score -1752650 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1752891.750000 Penalty: 4719.892090
	Iteration 12Q: 3 clusters Score -1752892 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1753159.500000 Penalty: 4719.892090
	Iteration 13Q: 3 clusters Score -1753160 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1753475.500000 Penalty: 4719.892090
	Iteration 14Q: 3 clusters Score -1753476 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1753811.250000 Penalty: 4719.892090
	Iteration 15Q: 3 clusters Score -1753811 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1754049.250000 Penalty: 4719.892090
	Iteration 16Q: 3 clusters Score -1754049 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1754240.000000 Penalty: 4719.892090
	Iteration 17Q: 3 clusters Score -1754240 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1754403.500000 Penalty: 4719.892090
	Iteration 18Q: 3 clusters Score -1754404 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1754539.250000 Penalty: 4719.892090
	Iteration 19Q: 3 clusters Score -1754539 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1754648.125000 Penalty: 4719.892090
	Iteration 20F: 3 clusters Score -1754648 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1754725.625000 Penalty: 4719.892090
	Iteration 21Q: 3 clusters Score -1754726 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1754800.000000 Penalty: 4719.892090
	Iteration 22Q: 3 clusters Score -1754800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1754849.625000 Penalty: 4719.892090
	Iteration 23Q: 3 clusters Score -1754850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1754883.500000 Penalty: 4719.892090
	Iteration 24Q: 3 clusters Score -1754884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1754924.750000 Penalty: 4719.892090
	Iteration 25Q: 3 clusters Score -1754925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1754958.750000 Penalty: 4719.892090
	Iteration 26Q: 3 clusters Score -1754959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1754989.125000 Penalty: 4719.892090
	Iteration 27Q: 3 clusters Score -1754989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1755018.750000 Penalty: 4719.892090
	Iteration 28Q: 3 clusters Score -1755019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1755045.375000 Penalty: 4719.892090
	Iteration 29Q: 3 clusters Score -1755045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1755072.750000 Penalty: 4719.892090
	Iteration 30Q: 3 clusters Score -1755073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1755088.750000 Penalty: 4719.892090
	Iteration 31Q: 3 clusters Score -1755089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1755099.875000 Penalty: 4719.892090
	Iteration 32Q: 3 clusters Score -1755100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1755123.500000 Penalty: 4719.892090
	Iteration 33Q: 3 clusters Score -1755124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1755131.125000 Penalty: 4719.892090
	Iteration 34Q: 3 clusters Score -1755131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1755139.125000 Penalty: 4719.892090
	Iteration 35Q: 3 clusters Score -1755139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1755148.125000 Penalty: 4719.892090
	Iteration 36Q: 3 clusters Score -1755148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1755155.625000 Penalty: 4719.892090
	Iteration 37Q: 3 clusters Score -1755156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1755163.500000 Penalty: 4719.892090
	Iteration 38Q: 3 clusters Score -1755164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1755169.750000 Penalty: 4719.892090
	Iteration 39Q: 3 clusters Score -1755170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1755174.750000 Penalty: 4719.892090
	Iteration 40F: 3 clusters Score -1755175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1755179.625000 Penalty: 4719.892090
	Iteration 41Q: 3 clusters Score -1755180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1755186.750000 Penalty: 4719.892090
	Iteration 42Q: 3 clusters Score -1755187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1755187.750000 Penalty: 4719.892090
	Iteration 43Q: 3 clusters Score -1755188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1755193.875000 Penalty: 4719.892090
	Iteration 44Q: 3 clusters Score -1755194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1755199.125000 Penalty: 4719.892090
	Iteration 45Q: 3 clusters Score -1755199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1755200.750000 Penalty: 4719.892090
	Iteration 46Q: 3 clusters Score -1755201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1755199.625000 Penalty: 4719.892090
	Iteration 47Q: 3 clusters Score -1755200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1755201.500000 Penalty: 4719.892090
	Iteration 48Q: 3 clusters Score -1755202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1755199.750000 Penalty: 4719.892090
	Iteration 49Q: 3 clusters Score -1755200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1755201.750000 Penalty: 4719.892090
	Iteration 50Q: 3 clusters Score -1755202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1755202.625000 Penalty: 4719.892090
	Iteration 51Q: 3 clusters Score -1755203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1755202.625000 Penalty: 4719.892090
	Iteration 52F: 3 clusters Score -1755203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -703860.375000 Penalty: 2133.271729
	Iteration 0F: 2 clusters Score -703860.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -699003.625000 Penalty: 4266.543457
	Iteration 0F: 3 clusters Score -699003.6 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -700231.187500 Penalty: 4266.543457
	Iteration 1F: 3 clusters Score -700231.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -700470.062500 Penalty: 4266.543457
	Iteration 2F: 3 clusters Score -700470.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -700608.812500 Penalty: 4266.543457
	Iteration 3Q: 3 clusters Score -700608.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -700710.937500 Penalty: 4266.543457
	Iteration 4Q: 3 clusters Score -700710.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -700781.500000 Penalty: 4266.543457
	Iteration 5Q: 3 clusters Score -700781.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -700836.000000 Penalty: 4266.543457
	Iteration 6Q: 3 clusters Score -700836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -700882.000000 Penalty: 4266.543457
	Iteration 7Q: 3 clusters Score -700882 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -700930.937500 Penalty: 4266.543457
	Iteration 8Q: 3 clusters Score -700930.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -700976.500000 Penalty: 4266.543457
	Iteration 9Q: 3 clusters Score -700976.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -701024.062500 Penalty: 4266.543457
	Iteration 10Q: 3 clusters Score -701024.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -701075.312500 Penalty: 4266.543457
	Iteration 11Q: 3 clusters Score -701075.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -701115.375000 Penalty: 4266.543457
	Iteration 12Q: 3 clusters Score -701115.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -701163.062500 Penalty: 4266.543457
	Iteration 13Q: 3 clusters Score -701163.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -701222.937500 Penalty: 4266.543457
	Iteration 14Q: 3 clusters Score -701222.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -701281.375000 Penalty: 4266.543457
	Iteration 15Q: 3 clusters Score -701281.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -701337.500000 Penalty: 4266.543457
	Iteration 16Q: 3 clusters Score -701337.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -701398.500000 Penalty: 4266.543457
	Iteration 17Q: 3 clusters Score -701398.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -701454.562500 Penalty: 4266.543457
	Iteration 18Q: 3 clusters Score -701454.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -701513.062500 Penalty: 4266.543457
	Iteration 19Q: 3 clusters Score -701513.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -701566.375000 Penalty: 4266.543457
	Iteration 20F: 3 clusters Score -701566.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -701639.937500 Penalty: 4266.543457
	Iteration 21Q: 3 clusters Score -701639.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -701701.437500 Penalty: 4266.543457
	Iteration 22Q: 3 clusters Score -701701.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -701750.875000 Penalty: 4266.543457
	Iteration 23Q: 3 clusters Score -701750.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -701779.562500 Penalty: 4266.543457
	Iteration 24Q: 3 clusters Score -701779.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -701804.187500 Penalty: 4266.543457
	Iteration 25Q: 3 clusters Score -701804.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -701823.437500 Penalty: 4266.543457
	Iteration 26Q: 3 clusters Score -701823.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -701837.062500 Penalty: 4266.543457
	Iteration 27Q: 3 clusters Score -701837.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -701849.062500 Penalty: 4266.543457
	Iteration 28Q: 3 clusters Score -701849.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -701860.000000 Penalty: 4266.543457
	Iteration 29Q: 3 clusters Score -701860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -701871.312500 Penalty: 4266.543457
	Iteration 30Q: 3 clusters Score -701871.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -701883.812500 Penalty: 4266.543457
	Iteration 31Q: 3 clusters Score -701883.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -701894.937500 Penalty: 4266.543457
	Iteration 32Q: 3 clusters Score -701894.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -701902.000000 Penalty: 4266.543457
	Iteration 33Q: 3 clusters Score -701902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -701912.125000 Penalty: 4266.543457
	Iteration 34Q: 3 clusters Score -701912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -701918.562500 Penalty: 4266.543457
	Iteration 35Q: 3 clusters Score -701918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -701920.562500 Penalty: 4266.543457
	Iteration 36Q: 3 clusters Score -701920.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -701926.937500 Penalty: 4266.543457
	Iteration 37Q: 3 clusters Score -701926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -701931.625000 Penalty: 4266.543457
	Iteration 38Q: 3 clusters Score -701931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -701931.937500 Penalty: 4266.543457
	Iteration 39Q: 3 clusters Score -701931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -701934.562500 Penalty: 4266.543457
	Iteration 40F: 3 clusters Score -701934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -701935.375000 Penalty: 4266.543457
	Iteration 41Q: 3 clusters Score -701935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -701940.375000 Penalty: 4266.543457
	Iteration 42Q: 3 clusters Score -701940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -701946.187500 Penalty: 4266.543457
	Iteration 43Q: 3 clusters Score -701946.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -701956.562500 Penalty: 4266.543457
	Iteration 44Q: 3 clusters Score -701956.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -701963.312500 Penalty: 4266.543457
	Iteration 45Q: 3 clusters Score -701963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -701966.125000 Penalty: 4266.543457
	Iteration 46Q: 3 clusters Score -701966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -701966.687500 Penalty: 4266.543457
	Iteration 47Q: 3 clusters Score -701966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -701968.687500 Penalty: 4266.543457
	Iteration 48Q: 3 clusters Score -701968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -701970.250000 Penalty: 4266.543457
	Iteration 49Q: 3 clusters Score -701970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -701970.875000 Penalty: 4266.543457
	Iteration 50Q: 3 clusters Score -701970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -701970.875000 Penalty: 4266.543457
	Iteration 51F: 3 clusters Score -701970.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Entering Unmasked Estep 
Score: -983228.250000 Penalty: 2213.446533
	Iteration 0F: 2 clusters Score -983228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -977172.000000 Penalty: 4426.893066
	Iteration 0F: 3 clusters Score -977172 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -978739.000000 Penalty: 4426.893066
	Iteration 1F: 3 clusters Score -978739 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -978949.687500 Penalty: 4426.893066
	Iteration 2F: 3 clusters Score -978949.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -979086.500000 Penalty: 4426.893066
	Iteration 3Q: 3 clusters Score -979086.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -979186.687500 Penalty: 4426.893066
	Iteration 4Q: 3 clusters Score -979186.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -979266.125000 Penalty: 4426.893066
	Iteration 5Q: 3 clusters Score -979266.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -979317.687500 Penalty: 4426.893066
	Iteration 6Q: 3 clusters Score -979317.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -979352.250000 Penalty: 4426.893066
	Iteration 7Q: 3 clusters Score -979352.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -979383.500000 Penalty: 4426.893066
	Iteration 8Q: 3 clusters Score -979383.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -979410.250000 Penalty: 4426.893066
	Iteration 9Q: 3 clusters Score -979410.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -979433.062500 Penalty: 4426.893066
	Iteration 10Q: 3 clusters Score -979433.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -979457.687500 Penalty: 4426.893066
	Iteration 11Q: 3 clusters Score -979457.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -979479.375000 Penalty: 4426.893066
	Iteration 12Q: 3 clusters Score -979479.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -979505.437500 Penalty: 4426.893066
	Iteration 13Q: 3 clusters Score -979505.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -979536.125000 Penalty: 4426.893066
	Iteration 14Q: 3 clusters Score -979536.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -979571.812500 Penalty: 4426.893066
	Iteration 15Q: 3 clusters Score -979571.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -979613.625000 Penalty: 4426.893066
	Iteration 16Q: 3 clusters Score -979613.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -979667.875000 Penalty: 4426.893066
	Iteration 17Q: 3 clusters Score -979667.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -979736.000000 Penalty: 4426.893066
	Iteration 18Q: 3 clusters Score -979736 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -979819.000000 Penalty: 4426.893066
	Iteration 19Q: 3 clusters Score -979819 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -979909.437500 Penalty: 4426.893066
	Iteration 20F: 3 clusters Score -979909.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -980028.062500 Penalty: 4426.893066
	Iteration 21Q: 3 clusters Score -980028.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -980165.937500 Penalty: 4426.893066
	Iteration 22Q: 3 clusters Score -980165.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -980322.562500 Penalty: 4426.893066
	Iteration 23Q: 3 clusters Score -980322.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -980502.437500 Penalty: 4426.893066
	Iteration 24Q: 3 clusters Score -980502.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -980660.937500 Penalty: 4426.893066
	Iteration 25Q: 3 clusters Score -980660.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -980796.312500 Penalty: 4426.893066
	Iteration 26Q: 3 clusters Score -980796.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -980911.687500 Penalty: 4426.893066
	Iteration 27Q: 3 clusters Score -980911.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -980988.937500 Penalty: 4426.893066
	Iteration 28Q: 3 clusters Score -980988.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -981053.000000 Penalty: 4426.893066
	Iteration 29Q: 3 clusters Score -981053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -981112.375000 Penalty: 4426.893066
	Iteration 30Q: 3 clusters Score -981112.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -981161.812500 Penalty: 4426.893066
	Iteration 31Q: 3 clusters Score -981161.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -981190.687500 Penalty: 4426.893066
	Iteration 32Q: 3 clusters Score -981190.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -981219.437500 Penalty: 4426.893066
	Iteration 33Q: 3 clusters Score -981219.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -981231.375000 Penalty: 4426.893066
	Iteration 34Q: 3 clusters Score -981231.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -981239.437500 Penalty: 4426.893066
	Iteration 35Q: 3 clusters Score -981239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -981248.125000 Penalty: 4426.893066
	Iteration 36Q: 3 clusters Score -981248.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -981259.937500 Penalty: 4426.893066
	Iteration 37Q: 3 clusters Score -981259.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -981269.937500 Penalty: 4426.893066
	Iteration 38Q: 3 clusters Score -981269.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -981275.875000 Penalty: 4426.893066
	Iteration 39Q: 3 clusters Score -981275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -981283.062500 Penalty: 4426.893066
	Iteration 40F: 3 clusters Score -981283.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -981290.562500 Penalty: 4426.893066
	Iteration 41Q: 3 clusters Score -981290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -981297.562500 Penalty: 4426.893066
	Iteration 42Q: 3 clusters Score -981297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -981303.000000 Penalty: 4426.893066
	Iteration 43Q: 3 clusters Score -981303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -981305.875000 Penalty: 4426.893066
	Iteration 44Q: 3 clusters Score -981305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -981309.062500 Penalty: 4426.893066
	Iteration 45Q: 3 clusters Score -981309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -981308.937500 Penalty: 4426.893066
	Iteration 46Q: 3 clusters Score -981308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -981308.937500 Penalty: 4426.893066
	Iteration 47F: 3 clusters Score -981308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Entering Unmasked Estep 
Score: -2506220.500000 Penalty: 2445.229492
	Iteration 0F: 2 clusters Score -2506220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2492625.250000 Penalty: 4890.458984
	Iteration 0F: 3 clusters Score -2492625 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2497198.750000 Penalty: 4890.458984
	Iteration 1F: 3 clusters Score -2497199 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2497563.000000 Penalty: 4890.458984
	Iteration 2F: 3 clusters Score -2497563 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2497889.750000 Penalty: 4890.458984
	Iteration 3Q: 3 clusters Score -2497890 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2498231.000000 Penalty: 4890.458984
	Iteration 4Q: 3 clusters Score -2498231 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2498633.750000 Penalty: 4890.458984
	Iteration 5Q: 3 clusters Score -2498634 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2499162.500000 Penalty: 4890.458984
	Iteration 6Q: 3 clusters Score -2499162 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2499918.000000 Penalty: 4890.458984
	Iteration 7F: 3 clusters Score -2499918 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2500821.500000 Penalty: 4890.458984
	Iteration 8F: 3 clusters Score -2500822 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2501828.500000 Penalty: 4890.458984
	Iteration 9F: 3 clusters Score -2501828 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2502704.000000 Penalty: 4890.458984
	Iteration 10F: 3 clusters Score -2502704 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2503293.000000 Penalty: 4890.458984
	Iteration 11Q: 3 clusters Score -2503293 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2503716.750000 Penalty: 4890.458984
	Iteration 12Q: 3 clusters Score -2503717 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2503954.500000 Penalty: 4890.458984
	Iteration 13Q: 3 clusters Score -2503954 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2504064.250000 Penalty: 4890.458984
	Iteration 14Q: 3 clusters Score -2504064 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2504115.250000 Penalty: 4890.458984
	Iteration 15Q: 3 clusters Score -2504115 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2504146.750000 Penalty: 4890.458984
	Iteration 16Q: 3 clusters Score -2504147 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2504163.000000 Penalty: 4890.458984
	Iteration 17Q: 3 clusters Score -2504163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2504181.250000 Penalty: 4890.458984
	Iteration 18Q: 3 clusters Score -2504181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2504190.250000 Penalty: 4890.458984
	Iteration 19Q: 3 clusters Score -2504190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2504201.750000 Penalty: 4890.458984
	Iteration 20F: 3 clusters Score -2504202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2504200.250000 Penalty: 4890.458984
	Iteration 21Q: 3 clusters Score -2504200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2504213.250000 Penalty: 4890.458984
	Iteration 22Q: 3 clusters Score -2504213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2504217.750000 Penalty: 4890.458984
	Iteration 23Q: 3 clusters Score -2504218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2504219.500000 Penalty: 4890.458984
	Iteration 24Q: 3 clusters Score -2504220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2504225.500000 Penalty: 4890.458984
	Iteration 25Q: 3 clusters Score -2504226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2504228.750000 Penalty: 4890.458984
	Iteration 26Q: 3 clusters Score -2504229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2504233.500000 Penalty: 4890.458984
	Iteration 27Q: 3 clusters Score -2504234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2504241.000000 Penalty: 4890.458984
	Iteration 28Q: 3 clusters Score -2504241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2504238.750000 Penalty: 4890.458984
	Iteration 29Q: 3 clusters Score -2504239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2504240.000000 Penalty: 4890.458984
	Iteration 30Q: 3 clusters Score -2504240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2504243.250000 Penalty: 4890.458984
	Iteration 31Q: 3 clusters Score -2504243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2504245.250000 Penalty: 4890.458984
	Iteration 32Q: 3 clusters Score -2504245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2504255.000000 Penalty: 4890.458984
	Iteration 33Q: 3 clusters Score -2504255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2504251.000000 Penalty: 4890.458984
	Iteration 34Q: 3 clusters Score -2504251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2504252.750000 Penalty: 4890.458984
	Iteration 35Q: 3 clusters Score -2504253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2504253.250000 Penalty: 4890.458984
	Iteration 36Q: 3 clusters Score -2504253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2504246.250000 Penalty: 4890.458984
	Iteration 37Q: 3 clusters Score -2504246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2504253.000000 Penalty: 4890.458984
	Iteration 38Q: 3 clusters Score -2504253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2504251.250000 Penalty: 4890.458984
	Iteration 39Q: 3 clusters Score -2504251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2504250.250000 Penalty: 4890.458984
	Iteration 40F: 3 clusters Score -2504250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -78141.031250 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -78141.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76505.406250 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -76505.41 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76699.593750 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -76699.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76783.937500 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -76783.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76823.968750 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -76823.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76841.117188 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -76841.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76844.367188 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76844.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76844.367188 Penalty: 3194.709473
	Iteration 6F: 3 clusters Score -76844.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -278687.375000 Penalty: 1897.359863
	Iteration 0F: 2 clusters Score -278687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -275944.062500 Penalty: 3794.719727
	Iteration 0F: 3 clusters Score -275944.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -276415.656250 Penalty: 3794.719727
	Iteration 1F: 3 clusters Score -276415.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -276541.187500 Penalty: 3794.719727
	Iteration 2F: 3 clusters Score -276541.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -276609.281250 Penalty: 3794.719727
	Iteration 3Q: 3 clusters Score -276609.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -276649.093750 Penalty: 3794.719727
	Iteration 4Q: 3 clusters Score -276649.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -276682.562500 Penalty: 3794.719727
	Iteration 5Q: 3 clusters Score -276682.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -276715.625000 Penalty: 3794.719727
	Iteration 6Q: 3 clusters Score -276715.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -276733.968750 Penalty: 3794.719727
	Iteration 7Q: 3 clusters Score -276734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -276742.937500 Penalty: 3794.719727
	Iteration 8Q: 3 clusters Score -276742.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -276750.031250 Penalty: 3794.719727
	Iteration 9Q: 3 clusters Score -276750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -276761.781250 Penalty: 3794.719727
	Iteration 10Q: 3 clusters Score -276761.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276772.843750 Penalty: 3794.719727
	Iteration 11Q: 3 clusters Score -276772.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276781.812500 Penalty: 3794.719727
	Iteration 12Q: 3 clusters Score -276781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276789.406250 Penalty: 3794.719727
	Iteration 13Q: 3 clusters Score -276789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -276792.937500 Penalty: 3794.719727
	Iteration 14Q: 3 clusters Score -276792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -276795.187500 Penalty: 3794.719727
	Iteration 15Q: 3 clusters Score -276795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -276796.281250 Penalty: 3794.719727
	Iteration 16Q: 3 clusters Score -276796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276796.843750 Penalty: 3794.719727
	Iteration 17Q: 3 clusters Score -276796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276796.843750 Penalty: 3794.719727
	Iteration 18F: 3 clusters Score -276796.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Entering Unmasked Estep 
Score: -1703531.625000 Penalty: 2357.504150
	Iteration 0F: 2 clusters Score -1703532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1693631.000000 Penalty: 4715.008301
	Iteration 0F: 3 clusters Score -1693631 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1696773.375000 Penalty: 4715.008301
	Iteration 1F: 3 clusters Score -1696773 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1697113.250000 Penalty: 4715.008301
	Iteration 2F: 3 clusters Score -1697113 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1697351.625000 Penalty: 4715.008301
	Iteration 3Q: 3 clusters Score -1697352 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1697547.375000 Penalty: 4715.008301
	Iteration 4Q: 3 clusters Score -1697547 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1697683.875000 Penalty: 4715.008301
	Iteration 5Q: 3 clusters Score -1697684 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1697820.375000 Penalty: 4715.008301
	Iteration 6Q: 3 clusters Score -1697820 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1697942.500000 Penalty: 4715.008301
	Iteration 7Q: 3 clusters Score -1697942 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1698087.750000 Penalty: 4715.008301
	Iteration 8Q: 3 clusters Score -1698088 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1698227.375000 Penalty: 4715.008301
	Iteration 9Q: 3 clusters Score -1698227 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1698374.000000 Penalty: 4715.008301
	Iteration 10Q: 3 clusters Score -1698374 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1698530.125000 Penalty: 4715.008301
	Iteration 11Q: 3 clusters Score -1698530 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1698666.750000 Penalty: 4715.008301
	Iteration 12Q: 3 clusters Score -1698667 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1698813.875000 Penalty: 4715.008301
	Iteration 13Q: 3 clusters Score -1698814 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1698965.125000 Penalty: 4715.008301
	Iteration 14Q: 3 clusters Score -1698965 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1699139.125000 Penalty: 4715.008301
	Iteration 15Q: 3 clusters Score -1699139 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1699312.125000 Penalty: 4715.008301
	Iteration 16Q: 3 clusters Score -1699312 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1699491.875000 Penalty: 4715.008301
	Iteration 17Q: 3 clusters Score -1699492 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1699680.000000 Penalty: 4715.008301
	Iteration 18Q: 3 clusters Score -1699680 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1699905.250000 Penalty: 4715.008301
	Iteration 19Q: 3 clusters Score -1699905 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1700112.875000 Penalty: 4715.008301
	Iteration 20F: 3 clusters Score -1700113 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1700241.000000 Penalty: 4715.008301
	Iteration 21Q: 3 clusters Score -1700241 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1700342.125000 Penalty: 4715.008301
	Iteration 22Q: 3 clusters Score -1700342 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1700435.875000 Penalty: 4715.008301
	Iteration 23Q: 3 clusters Score -1700436 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1700507.375000 Penalty: 4715.008301
	Iteration 24Q: 3 clusters Score -1700507 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1700595.250000 Penalty: 4715.008301
	Iteration 25Q: 3 clusters Score -1700595 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1700671.875000 Penalty: 4715.008301
	Iteration 26Q: 3 clusters Score -1700672 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1700733.500000 Penalty: 4715.008301
	Iteration 27Q: 3 clusters Score -1700734 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1700812.250000 Penalty: 4715.008301
	Iteration 28Q: 3 clusters Score -1700812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1700860.250000 Penalty: 4715.008301
	Iteration 29Q: 3 clusters Score -1700860 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1700905.875000 Penalty: 4715.008301
	Iteration 30Q: 3 clusters Score -1700906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1700950.375000 Penalty: 4715.008301
	Iteration 31Q: 3 clusters Score -1700950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1700992.000000 Penalty: 4715.008301
	Iteration 32Q: 3 clusters Score -1700992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1701028.500000 Penalty: 4715.008301
	Iteration 33Q: 3 clusters Score -1701028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1701062.875000 Penalty: 4715.008301
	Iteration 34Q: 3 clusters Score -1701063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1701092.625000 Penalty: 4715.008301
	Iteration 35Q: 3 clusters Score -1701093 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1701118.375000 Penalty: 4715.008301
	Iteration 36Q: 3 clusters Score -1701118 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1701155.375000 Penalty: 4715.008301
	Iteration 37Q: 3 clusters Score -1701155 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1701194.500000 Penalty: 4715.008301
	Iteration 38Q: 3 clusters Score -1701194 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1701231.250000 Penalty: 4715.008301
	Iteration 39Q: 3 clusters Score -1701231 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1701268.625000 Penalty: 4715.008301
	Iteration 40F: 3 clusters Score -1701269 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1701305.250000 Penalty: 4715.008301
	Iteration 41Q: 3 clusters Score -1701305 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1701343.000000 Penalty: 4715.008301
	Iteration 42Q: 3 clusters Score -1701343 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1701383.125000 Penalty: 4715.008301
	Iteration 43Q: 3 clusters Score -1701383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1701419.250000 Penalty: 4715.008301
	Iteration 44Q: 3 clusters Score -1701419 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1701464.500000 Penalty: 4715.008301
	Iteration 45Q: 3 clusters Score -1701464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1701517.500000 Penalty: 4715.008301
	Iteration 46Q: 3 clusters Score -1701518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1701556.250000 Penalty: 4715.008301
	Iteration 47Q: 3 clusters Score -1701556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1701584.125000 Penalty: 4715.008301
	Iteration 48Q: 3 clusters Score -1701584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1701601.625000 Penalty: 4715.008301
	Iteration 49Q: 3 clusters Score -1701602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1701613.625000 Penalty: 4715.008301
	Iteration 50Q: 3 clusters Score -1701614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1701622.750000 Penalty: 4715.008301
	Iteration 51Q: 3 clusters Score -1701623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1701630.750000 Penalty: 4715.008301
	Iteration 52Q: 3 clusters Score -1701631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1701640.125000 Penalty: 4715.008301
	Iteration 53Q: 3 clusters Score -1701640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1701645.625000 Penalty: 4715.008301
	Iteration 54Q: 3 clusters Score -1701646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1701651.125000 Penalty: 4715.008301
	Iteration 55Q: 3 clusters Score -1701651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1701654.125000 Penalty: 4715.008301
	Iteration 56Q: 3 clusters Score -1701654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1701657.875000 Penalty: 4715.008301
	Iteration 57Q: 3 clusters Score -1701658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1701656.125000 Penalty: 4715.008301
	Iteration 58Q: 3 clusters Score -1701656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1701656.750000 Penalty: 4715.008301
	Iteration 59Q: 3 clusters Score -1701657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1701658.250000 Penalty: 4715.008301
	Iteration 60F: 3 clusters Score -1701658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1701658.250000 Penalty: 4715.008301
	Iteration 61Q: 3 clusters Score -1701658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1701661.375000 Penalty: 4715.008301
	Iteration 62Q: 3 clusters Score -1701661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1701661.500000 Penalty: 4715.008301
	Iteration 63Q: 3 clusters Score -1701662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1701660.875000 Penalty: 4715.008301
	Iteration 64Q: 3 clusters Score -1701661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1701662.250000 Penalty: 4715.008301
	Iteration 65Q: 3 clusters Score -1701662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1701662.250000 Penalty: 4715.008301
	Iteration 66F: 3 clusters Score -1701662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -950805.062500 Penalty: 2209.121338
	Iteration 0F: 2 clusters Score -950805.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -944751.125000 Penalty: 4418.242676
	Iteration 0F: 3 clusters Score -944751.1 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -946502.625000 Penalty: 4418.242676
	Iteration 1F: 3 clusters Score -946502.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -946951.062500 Penalty: 4418.242676
	Iteration 2F: 3 clusters Score -946951.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -947359.562500 Penalty: 4418.242676
	Iteration 3F: 3 clusters Score -947359.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -947696.687500 Penalty: 4418.242676
	Iteration 4F: 3 clusters Score -947696.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -947974.250000 Penalty: 4418.242676
	Iteration 5F: 3 clusters Score -947974.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -948216.250000 Penalty: 4418.242676
	Iteration 6Q: 3 clusters Score -948216.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -948387.187500 Penalty: 4418.242676
	Iteration 7Q: 3 clusters Score -948387.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -948525.437500 Penalty: 4418.242676
	Iteration 8Q: 3 clusters Score -948525.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -948625.062500 Penalty: 4418.242676
	Iteration 9Q: 3 clusters Score -948625.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -948713.562500 Penalty: 4418.242676
	Iteration 10Q: 3 clusters Score -948713.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -948790.000000 Penalty: 4418.242676
	Iteration 11Q: 3 clusters Score -948790 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -948835.125000 Penalty: 4418.242676
	Iteration 12Q: 3 clusters Score -948835.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -948867.937500 Penalty: 4418.242676
	Iteration 13Q: 3 clusters Score -948867.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -948893.375000 Penalty: 4418.242676
	Iteration 14Q: 3 clusters Score -948893.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -948920.625000 Penalty: 4418.242676
	Iteration 15Q: 3 clusters Score -948920.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -948944.437500 Penalty: 4418.242676
	Iteration 16Q: 3 clusters Score -948944.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -948967.812500 Penalty: 4418.242676
	Iteration 17Q: 3 clusters Score -948967.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -949000.562500 Penalty: 4418.242676
	Iteration 18Q: 3 clusters Score -949000.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -949033.687500 Penalty: 4418.242676
	Iteration 19Q: 3 clusters Score -949033.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -949076.687500 Penalty: 4418.242676
	Iteration 20F: 3 clusters Score -949076.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -949129.750000 Penalty: 4418.242676
	Iteration 21Q: 3 clusters Score -949129.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -949199.625000 Penalty: 4418.242676
	Iteration 22Q: 3 clusters Score -949199.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -949284.500000 Penalty: 4418.242676
	Iteration 23Q: 3 clusters Score -949284.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -949385.437500 Penalty: 4418.242676
	Iteration 24Q: 3 clusters Score -949385.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -949493.312500 Penalty: 4418.242676
	Iteration 25Q: 3 clusters Score -949493.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -949605.625000 Penalty: 4418.242676
	Iteration 26Q: 3 clusters Score -949605.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -949710.562500 Penalty: 4418.242676
	Iteration 27Q: 3 clusters Score -949710.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -949798.812500 Penalty: 4418.242676
	Iteration 28Q: 3 clusters Score -949798.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -949878.375000 Penalty: 4418.242676
	Iteration 29Q: 3 clusters Score -949878.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -949938.812500 Penalty: 4418.242676
	Iteration 30Q: 3 clusters Score -949938.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -949995.000000 Penalty: 4418.242676
	Iteration 31Q: 3 clusters Score -949995 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -950045.500000 Penalty: 4418.242676
	Iteration 32Q: 3 clusters Score -950045.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -950084.250000 Penalty: 4418.242676
	Iteration 33Q: 3 clusters Score -950084.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -950108.500000 Penalty: 4418.242676
	Iteration 34Q: 3 clusters Score -950108.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -950129.625000 Penalty: 4418.242676
	Iteration 35Q: 3 clusters Score -950129.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -950143.000000 Penalty: 4418.242676
	Iteration 36Q: 3 clusters Score -950143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -950145.750000 Penalty: 4418.242676
	Iteration 37Q: 3 clusters Score -950145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -950148.500000 Penalty: 4418.242676
	Iteration 38Q: 3 clusters Score -950148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -950149.687500 Penalty: 4418.242676
	Iteration 39Q: 3 clusters Score -950149.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -950151.875000 Penalty: 4418.242676
	Iteration 40F: 3 clusters Score -950151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -950150.062500 Penalty: 4418.242676
	Iteration 41Q: 3 clusters Score -950150.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -950150.062500 Penalty: 4418.242676
	Iteration 42F: 3 clusters Score -950150.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Entering Unmasked Estep 
Score: -6002499.000000 Penalty: 2659.189941
	Iteration 0F: 2 clusters Score -6002499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5971732.500000 Penalty: 5318.379883
	Iteration 0F: 3 clusters Score -5971732 nChanged 20898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5983347.500000 Penalty: 5318.379883
	Iteration 1F: 3 clusters Score -5983348 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5983726.500000 Penalty: 5318.379883
	Iteration 2Q: 3 clusters Score -5983726 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -5984086.000000 Penalty: 5318.379883
	Iteration 3Q: 3 clusters Score -5984086 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -5984511.000000 Penalty: 5318.379883
	Iteration 4Q: 3 clusters Score -5984511 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5984874.500000 Penalty: 5318.379883
	Iteration 5Q: 3 clusters Score -5984874 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5985271.500000 Penalty: 5318.379883
	Iteration 6Q: 3 clusters Score -5985272 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -5985744.000000 Penalty: 5318.379883
	Iteration 7Q: 3 clusters Score -5985744 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -5986356.000000 Penalty: 5318.379883
	Iteration 8Q: 3 clusters Score -5986356 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -5987286.000000 Penalty: 5318.379883
	Iteration 9Q: 3 clusters Score -5987286 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -5988558.500000 Penalty: 5318.379883
	Iteration 10Q: 3 clusters Score -5988558 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -5990197.500000 Penalty: 5318.379883
	Iteration 11F: 3 clusters Score -5990198 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5992114.500000 Penalty: 5318.379883
	Iteration 12F: 3 clusters Score -5992114 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -5993936.500000 Penalty: 5318.379883
	Iteration 13F: 3 clusters Score -5993936 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -5995427.500000 Penalty: 5318.379883
	Iteration 14Q: 3 clusters Score -5995428 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5996588.500000 Penalty: 5318.379883
	Iteration 15Q: 3 clusters Score -5996588 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5997410.000000 Penalty: 5318.379883
	Iteration 16Q: 3 clusters Score -5997410 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5998038.000000 Penalty: 5318.379883
	Iteration 17Q: 3 clusters Score -5998038 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5998540.500000 Penalty: 5318.379883
	Iteration 18Q: 3 clusters Score -5998540 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5998947.500000 Penalty: 5318.379883
	Iteration 19Q: 3 clusters Score -5998948 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5999265.500000 Penalty: 5318.379883
	Iteration 20F: 3 clusters Score -5999266 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5999503.500000 Penalty: 5318.379883
	Iteration 21Q: 3 clusters Score -5999504 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5999667.500000 Penalty: 5318.379883
	Iteration 22Q: 3 clusters Score -5999668 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5999825.000000 Penalty: 5318.379883
	Iteration 23Q: 3 clusters Score -5999825 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5999910.500000 Penalty: 5318.379883
	Iteration 24Q: 3 clusters Score -5999910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5999955.000000 Penalty: 5318.379883
	Iteration 25Q: 3 clusters Score -5999955 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6000012.000000 Penalty: 5318.379883
	Iteration 26Q: 3 clusters Score -6000012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6000048.500000 Penalty: 5318.379883
	Iteration 27Q: 3 clusters Score -6000048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6000098.000000 Penalty: 5318.379883
	Iteration 28Q: 3 clusters Score -6000098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6000138.000000 Penalty: 5318.379883
	Iteration 29Q: 3 clusters Score -6000138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6000159.500000 Penalty: 5318.379883
	Iteration 30Q: 3 clusters Score -6000160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6000181.500000 Penalty: 5318.379883
	Iteration 31Q: 3 clusters Score -6000182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6000202.500000 Penalty: 5318.379883
	Iteration 32Q: 3 clusters Score -6000202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6000211.500000 Penalty: 5318.379883
	Iteration 33Q: 3 clusters Score -6000212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6000211.500000 Penalty: 5318.379883
	Iteration 34Q: 3 clusters Score -6000212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6000219.500000 Penalty: 5318.379883
	Iteration 35Q: 3 clusters Score -6000220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6000227.000000 Penalty: 5318.379883
	Iteration 36Q: 3 clusters Score -6000227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6000228.500000 Penalty: 5318.379883
	Iteration 37Q: 3 clusters Score -6000228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6000226.500000 Penalty: 5318.379883
	Iteration 38Q: 3 clusters Score -6000226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6000239.000000 Penalty: 5318.379883
	Iteration 39Q: 3 clusters Score -6000239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6000240.000000 Penalty: 5318.379883
	Iteration 40F: 3 clusters Score -6000240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6000252.000000 Penalty: 5318.379883
	Iteration 41Q: 3 clusters Score -6000252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6000259.000000 Penalty: 5318.379883
	Iteration 42Q: 3 clusters Score -6000259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6000259.500000 Penalty: 5318.379883
	Iteration 43Q: 3 clusters Score -6000260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6000268.500000 Penalty: 5318.379883
	Iteration 44Q: 3 clusters Score -6000268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6000270.000000 Penalty: 5318.379883
	Iteration 45Q: 3 clusters Score -6000270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6000269.000000 Penalty: 5318.379883
	Iteration 46Q: 3 clusters Score -6000269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6000269.000000 Penalty: 5318.379883
	Iteration 47F: 3 clusters Score -6000269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Entering Unmasked Estep 
Score: -5422062.000000 Penalty: 2637.781494
	Iteration 0F: 2 clusters Score -5422062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5393987.500000 Penalty: 5275.562988
	Iteration 0F: 3 clusters Score -5393988 nChanged 19170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -5404379.000000 Penalty: 5275.562988
	Iteration 1F: 3 clusters Score -5404379 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5404865.000000 Penalty: 5275.562988
	Iteration 2Q: 3 clusters Score -5404865 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5405392.500000 Penalty: 5275.562988
	Iteration 3Q: 3 clusters Score -5405392 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -5405874.500000 Penalty: 5275.562988
	Iteration 4Q: 3 clusters Score -5405874 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -5406545.000000 Penalty: 5275.562988
	Iteration 5Q: 3 clusters Score -5406545 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -5407484.500000 Penalty: 5275.562988
	Iteration 6Q: 3 clusters Score -5407484 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -5408920.500000 Penalty: 5275.562988
	Iteration 7F: 3 clusters Score -5408920 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -5411117.000000 Penalty: 5275.562988
	Iteration 8F: 3 clusters Score -5411117 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -5413780.500000 Penalty: 5275.562988
	Iteration 9F: 3 clusters Score -5413780 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5416297.000000 Penalty: 5275.562988
	Iteration 10F: 3 clusters Score -5416297 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5418109.000000 Penalty: 5275.562988
	Iteration 11Q: 3 clusters Score -5418109 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5419025.500000 Penalty: 5275.562988
	Iteration 12Q: 3 clusters Score -5419026 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5419389.500000 Penalty: 5275.562988
	Iteration 13Q: 3 clusters Score -5419390 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5419544.000000 Penalty: 5275.562988
	Iteration 14Q: 3 clusters Score -5419544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5419637.500000 Penalty: 5275.562988
	Iteration 15Q: 3 clusters Score -5419638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5419692.500000 Penalty: 5275.562988
	Iteration 16Q: 3 clusters Score -5419692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5419724.500000 Penalty: 5275.562988
	Iteration 17Q: 3 clusters Score -5419724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5419744.000000 Penalty: 5275.562988
	Iteration 18Q: 3 clusters Score -5419744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5419757.500000 Penalty: 5275.562988
	Iteration 19Q: 3 clusters Score -5419758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5419770.000000 Penalty: 5275.562988
	Iteration 20F: 3 clusters Score -5419770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5419786.500000 Penalty: 5275.562988
	Iteration 21Q: 3 clusters Score -5419786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5419787.000000 Penalty: 5275.562988
	Iteration 22Q: 3 clusters Score -5419787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5419787.000000 Penalty: 5275.562988
	Iteration 23F: 3 clusters Score -5419787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -97672.070312 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -97672.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95905.585938 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -95905.59 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96155.320312 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -96155.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96221.328125 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -96221.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96243.390625 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -96243.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96255.335938 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -96255.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96264.515625 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -96264.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96270.617188 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -96270.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96280.640625 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -96280.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96292.164062 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -96292.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96299.031250 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -96299.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96300.523438 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -96300.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96300.523438 Penalty: 3319.888428
	Iteration 11F: 3 clusters Score -96300.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Entering Unmasked Estep 
Score: -1136933.375000 Penalty: 2261.074951
	Iteration 0F: 2 clusters Score -1136933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1129817.750000 Penalty: 4522.149902
	Iteration 0F: 3 clusters Score -1129818 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1131842.250000 Penalty: 4522.149902
	Iteration 1F: 3 clusters Score -1131842 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1132107.500000 Penalty: 4522.149902
	Iteration 2F: 3 clusters Score -1132108 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1132291.875000 Penalty: 4522.149902
	Iteration 3Q: 3 clusters Score -1132292 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1132424.875000 Penalty: 4522.149902
	Iteration 4Q: 3 clusters Score -1132425 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1132551.125000 Penalty: 4522.149902
	Iteration 5Q: 3 clusters Score -1132551 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1132658.875000 Penalty: 4522.149902
	Iteration 6Q: 3 clusters Score -1132659 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1132750.750000 Penalty: 4522.149902
	Iteration 7Q: 3 clusters Score -1132751 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1132861.750000 Penalty: 4522.149902
	Iteration 8Q: 3 clusters Score -1132862 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1132977.125000 Penalty: 4522.149902
	Iteration 9Q: 3 clusters Score -1132977 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1133116.625000 Penalty: 4522.149902
	Iteration 10Q: 3 clusters Score -1133117 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1133249.250000 Penalty: 4522.149902
	Iteration 11Q: 3 clusters Score -1133249 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1133411.625000 Penalty: 4522.149902
	Iteration 12Q: 3 clusters Score -1133412 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1133574.000000 Penalty: 4522.149902
	Iteration 13Q: 3 clusters Score -1133574 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1133732.875000 Penalty: 4522.149902
	Iteration 14Q: 3 clusters Score -1133733 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1133907.500000 Penalty: 4522.149902
	Iteration 15Q: 3 clusters Score -1133908 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1134071.125000 Penalty: 4522.149902
	Iteration 16Q: 3 clusters Score -1134071 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1134215.000000 Penalty: 4522.149902
	Iteration 17Q: 3 clusters Score -1134215 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1134338.125000 Penalty: 4522.149902
	Iteration 18Q: 3 clusters Score -1134338 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1134460.750000 Penalty: 4522.149902
	Iteration 19Q: 3 clusters Score -1134461 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1134581.750000 Penalty: 4522.149902
	Iteration 20F: 3 clusters Score -1134582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1134686.125000 Penalty: 4522.149902
	Iteration 21Q: 3 clusters Score -1134686 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1134780.125000 Penalty: 4522.149902
	Iteration 22Q: 3 clusters Score -1134780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1134850.875000 Penalty: 4522.149902
	Iteration 23Q: 3 clusters Score -1134851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1134901.125000 Penalty: 4522.149902
	Iteration 24Q: 3 clusters Score -1134901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1134933.000000 Penalty: 4522.149902
	Iteration 25Q: 3 clusters Score -1134933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1134963.375000 Penalty: 4522.149902
	Iteration 26Q: 3 clusters Score -1134963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1134976.875000 Penalty: 4522.149902
	Iteration 27Q: 3 clusters Score -1134977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1134995.375000 Penalty: 4522.149902
	Iteration 28Q: 3 clusters Score -1134995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1135008.125000 Penalty: 4522.149902
	Iteration 29Q: 3 clusters Score -1135008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1135024.125000 Penalty: 4522.149902
	Iteration 30Q: 3 clusters Score -1135024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1135038.750000 Penalty: 4522.149902
	Iteration 31Q: 3 clusters Score -1135039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1135044.250000 Penalty: 4522.149902
	Iteration 32Q: 3 clusters Score -1135044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1135048.375000 Penalty: 4522.149902
	Iteration 33Q: 3 clusters Score -1135048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1135055.125000 Penalty: 4522.149902
	Iteration 34Q: 3 clusters Score -1135055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1135058.250000 Penalty: 4522.149902
	Iteration 35Q: 3 clusters Score -1135058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1135062.500000 Penalty: 4522.149902
	Iteration 36Q: 3 clusters Score -1135062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1135064.750000 Penalty: 4522.149902
	Iteration 37Q: 3 clusters Score -1135065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1135067.000000 Penalty: 4522.149902
	Iteration 38Q: 3 clusters Score -1135067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1135066.375000 Penalty: 4522.149902
	Iteration 39Q: 3 clusters Score -1135066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1135068.125000 Penalty: 4522.149902
	Iteration 40F: 3 clusters Score -1135068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1135072.250000 Penalty: 4522.149902
	Iteration 41Q: 3 clusters Score -1135072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1135072.250000 Penalty: 4522.149902
	Iteration 42F: 3 clusters Score -1135072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -814471.625000 Penalty: 2181.078857
	Iteration 0F: 2 clusters Score -814471.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -808969.312500 Penalty: 4362.157715
	Iteration 0F: 3 clusters Score -808969.3 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -810444.875000 Penalty: 4362.157715
	Iteration 1F: 3 clusters Score -810444.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -810709.375000 Penalty: 4362.157715
	Iteration 2F: 3 clusters Score -810709.4 nChanged 348
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: -810911.562500 Penalty: 4362.157715
	Iteration 3F: 3 clusters Score -810911.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -811090.187500 Penalty: 4362.157715
	Iteration 4Q: 3 clusters Score -811090.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -811254.187500 Penalty: 4362.157715
	Iteration 5Q: 3 clusters Score -811254.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -811402.812500 Penalty: 4362.157715
	Iteration 6Q: 3 clusters Score -811402.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -811541.437500 Penalty: 4362.157715
	Iteration 7Q: 3 clusters Score -811541.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -811644.625000 Penalty: 4362.157715
	Iteration 8Q: 3 clusters Score -811644.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -811718.812500 Penalty: 4362.157715
	Iteration 9Q: 3 clusters Score -811718.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -811765.250000 Penalty: 4362.157715
	Iteration 10Q: 3 clusters Score -811765.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -811808.812500 Penalty: 4362.157715
	Iteration 11Q: 3 clusters Score -811808.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -811843.937500 Penalty: 4362.157715
	Iteration 12Q: 3 clusters Score -811843.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -811880.250000 Penalty: 4362.157715
	Iteration 13Q: 3 clusters Score -811880.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -811922.937500 Penalty: 4362.157715
	Iteration 14Q: 3 clusters Score -811922.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -811963.437500 Penalty: 4362.157715
	Iteration 15Q: 3 clusters Score -811963.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -812001.062500 Penalty: 4362.157715
	Iteration 16Q: 3 clusters Score -812001.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -812032.312500 Penalty: 4362.157715
	Iteration 17Q: 3 clusters Score -812032.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -812058.000000 Penalty: 4362.157715
	Iteration 18Q: 3 clusters Score -812058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -812089.000000 Penalty: 4362.157715
	Iteration 19Q: 3 clusters Score -812089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -812124.250000 Penalty: 4362.157715
	Iteration 20F: 3 clusters Score -812124.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -812152.000000 Penalty: 4362.157715
	Iteration 21Q: 3 clusters Score -812152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -812183.062500 Penalty: 4362.157715
	Iteration 22Q: 3 clusters Score -812183.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -812208.062500 Penalty: 4362.157715
	Iteration 23Q: 3 clusters Score -812208.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -812241.125000 Penalty: 4362.157715
	Iteration 24Q: 3 clusters Score -812241.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -812277.500000 Penalty: 4362.157715
	Iteration 25Q: 3 clusters Score -812277.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -812317.750000 Penalty: 4362.157715
	Iteration 26Q: 3 clusters Score -812317.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -812360.187500 Penalty: 4362.157715
	Iteration 27Q: 3 clusters Score -812360.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -812404.187500 Penalty: 4362.157715
	Iteration 28Q: 3 clusters Score -812404.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -812449.187500 Penalty: 4362.157715
	Iteration 29Q: 3 clusters Score -812449.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -812510.687500 Penalty: 4362.157715
	Iteration 30Q: 3 clusters Score -812510.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -812576.187500 Penalty: 4362.157715
	Iteration 31Q: 3 clusters Score -812576.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -812629.375000 Penalty: 4362.157715
	Iteration 32Q: 3 clusters Score -812629.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -812689.875000 Penalty: 4362.157715
	Iteration 33Q: 3 clusters Score -812689.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -812749.750000 Penalty: 4362.157715
	Iteration 34Q: 3 clusters Score -812749.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -812811.125000 Penalty: 4362.157715
	Iteration 35Q: 3 clusters Score -812811.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -812846.875000 Penalty: 4362.157715
	Iteration 36Q: 3 clusters Score -812846.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -812883.625000 Penalty: 4362.157715
	Iteration 37Q: 3 clusters Score -812883.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -812929.437500 Penalty: 4362.157715
	Iteration 38Q: 3 clusters Score -812929.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -812964.000000 Penalty: 4362.157715
	Iteration 39Q: 3 clusters Score -812964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -812993.187500 Penalty: 4362.157715
	Iteration 40F: 3 clusters Score -812993.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -813019.125000 Penalty: 4362.157715
	Iteration 41Q: 3 clusters Score -813019.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -813049.875000 Penalty: 4362.157715
	Iteration 42Q: 3 clusters Score -813049.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -813067.562500 Penalty: 4362.157715
	Iteration 43Q: 3 clusters Score -813067.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -813080.937500 Penalty: 4362.157715
	Iteration 44Q: 3 clusters Score -813080.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -813084.750000 Penalty: 4362.157715
	Iteration 45Q: 3 clusters Score -813084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -813088.687500 Penalty: 4362.157715
	Iteration 46Q: 3 clusters Score -813088.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -813089.875000 Penalty: 4362.157715
	Iteration 47Q: 3 clusters Score -813089.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -813093.250000 Penalty: 4362.157715
	Iteration 48Q: 3 clusters Score -813093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -813093.687500 Penalty: 4362.157715
	Iteration 49Q: 3 clusters Score -813093.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -813093.500000 Penalty: 4362.157715
	Iteration 50Q: 3 clusters Score -813093.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -813097.312500 Penalty: 4362.157715
	Iteration 51Q: 3 clusters Score -813097.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -813102.062500 Penalty: 4362.157715
	Iteration 52Q: 3 clusters Score -813102.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -813109.062500 Penalty: 4362.157715
	Iteration 53Q: 3 clusters Score -813109.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -813118.125000 Penalty: 4362.157715
	Iteration 54Q: 3 clusters Score -813118.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -813127.437500 Penalty: 4362.157715
	Iteration 55Q: 3 clusters Score -813127.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -813140.625000 Penalty: 4362.157715
	Iteration 56Q: 3 clusters Score -813140.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -813149.500000 Penalty: 4362.157715
	Iteration 57Q: 3 clusters Score -813149.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -813156.625000 Penalty: 4362.157715
	Iteration 58Q: 3 clusters Score -813156.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -813159.250000 Penalty: 4362.157715
	Iteration 59Q: 3 clusters Score -813159.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -813162.750000 Penalty: 4362.157715
	Iteration 60F: 3 clusters Score -813162.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -813171.562500 Penalty: 4362.157715
	Iteration 61Q: 3 clusters Score -813171.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -813178.937500 Penalty: 4362.157715
	Iteration 62Q: 3 clusters Score -813178.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -813183.875000 Penalty: 4362.157715
	Iteration 63Q: 3 clusters Score -813183.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -813188.750000 Penalty: 4362.157715
	Iteration 64Q: 3 clusters Score -813188.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -813195.375000 Penalty: 4362.157715
	Iteration 65Q: 3 clusters Score -813195.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -813199.250000 Penalty: 4362.157715
	Iteration 66Q: 3 clusters Score -813199.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -813201.250000 Penalty: 4362.157715
	Iteration 67Q: 3 clusters Score -813201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -813204.875000 Penalty: 4362.157715
	Iteration 68Q: 3 clusters Score -813204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -813205.000000 Penalty: 4362.157715
	Iteration 69Q: 3 clusters Score -813205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -813206.437500 Penalty: 4362.157715
	Iteration 70Q: 3 clusters Score -813206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -813207.437500 Penalty: 4362.157715
	Iteration 71Q: 3 clusters Score -813207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -813208.750000 Penalty: 4362.157715
	Iteration 72Q: 3 clusters Score -813208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -813208.750000 Penalty: 4362.157715
	Iteration 73F: 3 clusters Score -813208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -21284.126953 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -21284.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20234.324219 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -20234.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20301.251953 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -20301.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20315.119141 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -20315.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20337.701172 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -20337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20337.701172 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -20337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -449823.625000 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -449823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -446275.250000 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -446275.2 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -447072.781250 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -447072.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -447241.312500 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -447241.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -447349.156250 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -447349.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -447412.125000 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -447412.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -447459.156250 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -447459.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -447491.312500 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -447491.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -447519.218750 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -447519.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -447540.531250 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -447540.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -447554.562500 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -447554.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -447570.812500 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -447570.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -447593.312500 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -447593.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -447612.250000 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -447612.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -447626.375000 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -447626.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -447642.937500 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -447642.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -447655.843750 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -447655.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -447666.625000 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -447666.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -447674.093750 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -447674.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -447682.312500 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -447682.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -447692.000000 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -447692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -447700.656250 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -447700.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -447711.062500 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -447711.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -447721.625000 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -447721.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -447728.281250 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -447728.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -447734.093750 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -447734.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -447742.968750 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -447743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -447749.312500 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -447749.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -447759.656250 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -447759.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -447769.968750 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -447770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -447781.937500 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -447781.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -447794.500000 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -447794.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -447805.500000 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -447805.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -447815.937500 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -447815.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -447822.562500 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -447822.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -447828.375000 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -447828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -447832.968750 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -447833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -447837.218750 Penalty: 4050.443115
	Iteration 36Q: 3 clusters Score -447837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -447841.437500 Penalty: 4050.443115
	Iteration 37Q: 3 clusters Score -447841.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -447846.718750 Penalty: 4050.443115
	Iteration 38Q: 3 clusters Score -447846.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -447851.812500 Penalty: 4050.443115
	Iteration 39Q: 3 clusters Score -447851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -447854.562500 Penalty: 4050.443115
	Iteration 40F: 3 clusters Score -447854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -447857.718750 Penalty: 4050.443115
	Iteration 41Q: 3 clusters Score -447857.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -447860.593750 Penalty: 4050.443115
	Iteration 42Q: 3 clusters Score -447860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -447865.531250 Penalty: 4050.443115
	Iteration 43Q: 3 clusters Score -447865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -447870.656250 Penalty: 4050.443115
	Iteration 44Q: 3 clusters Score -447870.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -447877.312500 Penalty: 4050.443115
	Iteration 45Q: 3 clusters Score -447877.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -447883.625000 Penalty: 4050.443115
	Iteration 46Q: 3 clusters Score -447883.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -447888.156250 Penalty: 4050.443115
	Iteration 47Q: 3 clusters Score -447888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -447895.343750 Penalty: 4050.443115
	Iteration 48Q: 3 clusters Score -447895.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -447902.531250 Penalty: 4050.443115
	Iteration 49Q: 3 clusters Score -447902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -447906.656250 Penalty: 4050.443115
	Iteration 50Q: 3 clusters Score -447906.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -447910.093750 Penalty: 4050.443115
	Iteration 51Q: 3 clusters Score -447910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -447914.781250 Penalty: 4050.443115
	Iteration 52Q: 3 clusters Score -447914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -447921.406250 Penalty: 4050.443115
	Iteration 53Q: 3 clusters Score -447921.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -447925.437500 Penalty: 4050.443115
	Iteration 54Q: 3 clusters Score -447925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -447931.031250 Penalty: 4050.443115
	Iteration 55Q: 3 clusters Score -447931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -447937.718750 Penalty: 4050.443115
	Iteration 56Q: 3 clusters Score -447937.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -447945.875000 Penalty: 4050.443115
	Iteration 57Q: 3 clusters Score -447945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -447951.593750 Penalty: 4050.443115
	Iteration 58Q: 3 clusters Score -447951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -447958.187500 Penalty: 4050.443115
	Iteration 59Q: 3 clusters Score -447958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -447964.562500 Penalty: 4050.443115
	Iteration 60F: 3 clusters Score -447964.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -447970.843750 Penalty: 4050.443115
	Iteration 61Q: 3 clusters Score -447970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -447976.406250 Penalty: 4050.443115
	Iteration 62Q: 3 clusters Score -447976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -447980.562500 Penalty: 4050.443115
	Iteration 63Q: 3 clusters Score -447980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -447985.312500 Penalty: 4050.443115
	Iteration 64Q: 3 clusters Score -447985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -447988.562500 Penalty: 4050.443115
	Iteration 65Q: 3 clusters Score -447988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -447993.156250 Penalty: 4050.443115
	Iteration 66Q: 3 clusters Score -447993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -447995.750000 Penalty: 4050.443115
	Iteration 67Q: 3 clusters Score -447995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -447996.062500 Penalty: 4050.443115
	Iteration 68Q: 3 clusters Score -447996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -447996.031250 Penalty: 4050.443115
	Iteration 69Q: 3 clusters Score -447996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -447996.031250 Penalty: 4050.443115
	Iteration 70F: 3 clusters Score -447996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Entering Unmasked Estep 
Score: -925237.125000 Penalty: 2219.764404
	Iteration 0F: 2 clusters Score -925237.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -918951.812500 Penalty: 4439.528809
	Iteration 0F: 3 clusters Score -918951.8 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -920849.375000 Penalty: 4439.528809
	Iteration 1F: 3 clusters Score -920849.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -921146.375000 Penalty: 4439.528809
	Iteration 2F: 3 clusters Score -921146.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -921346.687500 Penalty: 4439.528809
	Iteration 3F: 3 clusters Score -921346.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -921524.187500 Penalty: 4439.528809
	Iteration 4Q: 3 clusters Score -921524.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -921671.562500 Penalty: 4439.528809
	Iteration 5Q: 3 clusters Score -921671.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -921781.187500 Penalty: 4439.528809
	Iteration 6Q: 3 clusters Score -921781.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -921882.375000 Penalty: 4439.528809
	Iteration 7Q: 3 clusters Score -921882.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -921975.187500 Penalty: 4439.528809
	Iteration 8Q: 3 clusters Score -921975.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -922039.812500 Penalty: 4439.528809
	Iteration 9Q: 3 clusters Score -922039.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -922092.125000 Penalty: 4439.528809
	Iteration 10Q: 3 clusters Score -922092.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -922126.062500 Penalty: 4439.528809
	Iteration 11Q: 3 clusters Score -922126.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -922160.312500 Penalty: 4439.528809
	Iteration 12Q: 3 clusters Score -922160.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -922189.000000 Penalty: 4439.528809
	Iteration 13Q: 3 clusters Score -922189 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -922213.125000 Penalty: 4439.528809
	Iteration 14Q: 3 clusters Score -922213.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -922235.937500 Penalty: 4439.528809
	Iteration 15Q: 3 clusters Score -922235.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -922258.812500 Penalty: 4439.528809
	Iteration 16Q: 3 clusters Score -922258.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -922275.125000 Penalty: 4439.528809
	Iteration 17Q: 3 clusters Score -922275.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -922292.687500 Penalty: 4439.528809
	Iteration 18Q: 3 clusters Score -922292.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -922310.562500 Penalty: 4439.528809
	Iteration 19Q: 3 clusters Score -922310.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -922329.625000 Penalty: 4439.528809
	Iteration 20F: 3 clusters Score -922329.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -922346.250000 Penalty: 4439.528809
	Iteration 21Q: 3 clusters Score -922346.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -922358.875000 Penalty: 4439.528809
	Iteration 22Q: 3 clusters Score -922358.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -922378.000000 Penalty: 4439.528809
	Iteration 23Q: 3 clusters Score -922378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -922394.312500 Penalty: 4439.528809
	Iteration 24Q: 3 clusters Score -922394.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -922422.062500 Penalty: 4439.528809
	Iteration 25Q: 3 clusters Score -922422.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -922452.312500 Penalty: 4439.528809
	Iteration 26Q: 3 clusters Score -922452.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -922483.187500 Penalty: 4439.528809
	Iteration 27Q: 3 clusters Score -922483.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -922517.750000 Penalty: 4439.528809
	Iteration 28Q: 3 clusters Score -922517.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -922566.750000 Penalty: 4439.528809
	Iteration 29Q: 3 clusters Score -922566.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -922623.375000 Penalty: 4439.528809
	Iteration 30Q: 3 clusters Score -922623.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -922683.375000 Penalty: 4439.528809
	Iteration 31Q: 3 clusters Score -922683.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -922740.062500 Penalty: 4439.528809
	Iteration 32Q: 3 clusters Score -922740.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -922797.562500 Penalty: 4439.528809
	Iteration 33Q: 3 clusters Score -922797.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -922857.375000 Penalty: 4439.528809
	Iteration 34Q: 3 clusters Score -922857.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -922914.187500 Penalty: 4439.528809
	Iteration 35Q: 3 clusters Score -922914.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -922965.937500 Penalty: 4439.528809
	Iteration 36Q: 3 clusters Score -922965.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -923009.437500 Penalty: 4439.528809
	Iteration 37Q: 3 clusters Score -923009.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -923042.062500 Penalty: 4439.528809
	Iteration 38Q: 3 clusters Score -923042.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -923074.312500 Penalty: 4439.528809
	Iteration 39Q: 3 clusters Score -923074.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -923100.500000 Penalty: 4439.528809
	Iteration 40F: 3 clusters Score -923100.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -923119.875000 Penalty: 4439.528809
	Iteration 41Q: 3 clusters Score -923119.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -923145.312500 Penalty: 4439.528809
	Iteration 42Q: 3 clusters Score -923145.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -923164.250000 Penalty: 4439.528809
	Iteration 43Q: 3 clusters Score -923164.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -923182.687500 Penalty: 4439.528809
	Iteration 44Q: 3 clusters Score -923182.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -923195.562500 Penalty: 4439.528809
	Iteration 45Q: 3 clusters Score -923195.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -923205.187500 Penalty: 4439.528809
	Iteration 46Q: 3 clusters Score -923205.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -923217.750000 Penalty: 4439.528809
	Iteration 47Q: 3 clusters Score -923217.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -923221.375000 Penalty: 4439.528809
	Iteration 48Q: 3 clusters Score -923221.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -923223.937500 Penalty: 4439.528809
	Iteration 49Q: 3 clusters Score -923223.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -923225.437500 Penalty: 4439.528809
	Iteration 50Q: 3 clusters Score -923225.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -923230.437500 Penalty: 4439.528809
	Iteration 51Q: 3 clusters Score -923230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -923232.562500 Penalty: 4439.528809
	Iteration 52Q: 3 clusters Score -923232.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -923233.125000 Penalty: 4439.528809
	Iteration 53Q: 3 clusters Score -923233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -923235.187500 Penalty: 4439.528809
	Iteration 54Q: 3 clusters Score -923235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -923235.500000 Penalty: 4439.528809
	Iteration 55Q: 3 clusters Score -923235.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -923236.812500 Penalty: 4439.528809
	Iteration 56Q: 3 clusters Score -923236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -923238.187500 Penalty: 4439.528809
	Iteration 57Q: 3 clusters Score -923238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -923237.625000 Penalty: 4439.528809
	Iteration 58Q: 3 clusters Score -923237.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -923238.937500 Penalty: 4439.528809
	Iteration 59Q: 3 clusters Score -923238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -923241.125000 Penalty: 4439.528809
	Iteration 60F: 3 clusters Score -923241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -923242.625000 Penalty: 4439.528809
	Iteration 61Q: 3 clusters Score -923242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -923242.062500 Penalty: 4439.528809
	Iteration 62Q: 3 clusters Score -923242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -923243.062500 Penalty: 4439.528809
	Iteration 63Q: 3 clusters Score -923243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -923243.812500 Penalty: 4439.528809
	Iteration 64Q: 3 clusters Score -923243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -923242.875000 Penalty: 4439.528809
	Iteration 65Q: 3 clusters Score -923242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -923245.125000 Penalty: 4439.528809
	Iteration 66Q: 3 clusters Score -923245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -923246.250000 Penalty: 4439.528809
	Iteration 67Q: 3 clusters Score -923246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -923245.812500 Penalty: 4439.528809
	Iteration 68Q: 3 clusters Score -923245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -923248.375000 Penalty: 4439.528809
	Iteration 69Q: 3 clusters Score -923248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -923248.750000 Penalty: 4439.528809
	Iteration 70Q: 3 clusters Score -923248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -923249.625000 Penalty: 4439.528809
	Iteration 71Q: 3 clusters Score -923249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -923247.562500 Penalty: 4439.528809
	Iteration 72Q: 3 clusters Score -923247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -923247.062500 Penalty: 4439.528809
	Iteration 73Q: 3 clusters Score -923247.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -923249.312500 Penalty: 4439.528809
	Iteration 74Q: 3 clusters Score -923249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -923251.687500 Penalty: 4439.528809
	Iteration 75Q: 3 clusters Score -923251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -923251.562500 Penalty: 4439.528809
	Iteration 76Q: 3 clusters Score -923251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -923251.562500 Penalty: 4439.528809
	Iteration 77F: 3 clusters Score -923251.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -89684.179688 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -89684.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87953.195312 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -87953.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88213.632812 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -88213.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88319.015625 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -88319.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88367.687500 Penalty: 3294.026367
	Iteration 3Q: 3 clusters Score -88367.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88387.671875 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -88387.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88407.656250 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -88407.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88430.914062 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -88430.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88458.101562 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -88458.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88495.351562 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -88495.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88506.265625 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -88506.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88517.671875 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -88517.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88526.875000 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -88526.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88538.281250 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -88538.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88548.031250 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -88548.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88551.554688 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -88551.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88556.273438 Penalty: 3294.026367
	Iteration 15Q: 3 clusters Score -88556.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88561.023438 Penalty: 3294.026367
	Iteration 16Q: 3 clusters Score -88561.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88563.562500 Penalty: 3294.026367
	Iteration 17Q: 3 clusters Score -88563.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88566.406250 Penalty: 3294.026367
	Iteration 18Q: 3 clusters Score -88566.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88568.726562 Penalty: 3294.026367
	Iteration 19Q: 3 clusters Score -88568.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88572.031250 Penalty: 3294.026367
	Iteration 20F: 3 clusters Score -88572.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88577.039062 Penalty: 3294.026367
	Iteration 21Q: 3 clusters Score -88577.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88580.429688 Penalty: 3294.026367
	Iteration 22Q: 3 clusters Score -88580.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88589.703125 Penalty: 3294.026367
	Iteration 23Q: 3 clusters Score -88589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88599.539062 Penalty: 3294.026367
	Iteration 24Q: 3 clusters Score -88599.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88607.414062 Penalty: 3294.026367
	Iteration 25Q: 3 clusters Score -88607.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88611.875000 Penalty: 3294.026367
	Iteration 26Q: 3 clusters Score -88611.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88613.750000 Penalty: 3294.026367
	Iteration 27Q: 3 clusters Score -88613.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88613.750000 Penalty: 3294.026367
	Iteration 28F: 3 clusters Score -88613.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Entering Unmasked Estep 
Score: -3648945.250000 Penalty: 2542.791748
	Iteration 0F: 2 clusters Score -3648945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3629508.750000 Penalty: 5085.583496
	Iteration 0F: 3 clusters Score -3629509 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3636577.500000 Penalty: 5085.583496
	Iteration 1F: 3 clusters Score -3636578 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3637533.250000 Penalty: 5085.583496
	Iteration 2F: 3 clusters Score -3637533 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3638621.750000 Penalty: 5085.583496
	Iteration 3F: 3 clusters Score -3638622 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3639956.250000 Penalty: 5085.583496
	Iteration 4F: 3 clusters Score -3639956 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3641316.750000 Penalty: 5085.583496
	Iteration 5F: 3 clusters Score -3641317 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3642608.750000 Penalty: 5085.583496
	Iteration 6F: 3 clusters Score -3642609 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3643771.500000 Penalty: 5085.583496
	Iteration 7F: 3 clusters Score -3643772 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3644717.500000 Penalty: 5085.583496
	Iteration 8F: 3 clusters Score -3644718 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3645426.500000 Penalty: 5085.583496
	Iteration 9Q: 3 clusters Score -3645426 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3645937.250000 Penalty: 5085.583496
	Iteration 10Q: 3 clusters Score -3645937 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3646296.250000 Penalty: 5085.583496
	Iteration 11Q: 3 clusters Score -3646296 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3646515.000000 Penalty: 5085.583496
	Iteration 12Q: 3 clusters Score -3646515 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3646616.500000 Penalty: 5085.583496
	Iteration 13Q: 3 clusters Score -3646616 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3646709.250000 Penalty: 5085.583496
	Iteration 14Q: 3 clusters Score -3646709 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3646775.000000 Penalty: 5085.583496
	Iteration 15Q: 3 clusters Score -3646775 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3646811.250000 Penalty: 5085.583496
	Iteration 16Q: 3 clusters Score -3646811 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3646841.750000 Penalty: 5085.583496
	Iteration 17Q: 3 clusters Score -3646842 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3646882.000000 Penalty: 5085.583496
	Iteration 18Q: 3 clusters Score -3646882 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3646905.250000 Penalty: 5085.583496
	Iteration 19Q: 3 clusters Score -3646905 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3646938.750000 Penalty: 5085.583496
	Iteration 20F: 3 clusters Score -3646939 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3646955.750000 Penalty: 5085.583496
	Iteration 21Q: 3 clusters Score -3646956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3646990.500000 Penalty: 5085.583496
	Iteration 22Q: 3 clusters Score -3646990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3647013.500000 Penalty: 5085.583496
	Iteration 23Q: 3 clusters Score -3647014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3647043.500000 Penalty: 5085.583496
	Iteration 24Q: 3 clusters Score -3647044 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3647063.750000 Penalty: 5085.583496
	Iteration 25Q: 3 clusters Score -3647064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3647085.250000 Penalty: 5085.583496
	Iteration 26Q: 3 clusters Score -3647085 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3647102.000000 Penalty: 5085.583496
	Iteration 27Q: 3 clusters Score -3647102 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3647113.000000 Penalty: 5085.583496
	Iteration 28Q: 3 clusters Score -3647113 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3647167.500000 Penalty: 5085.583496
	Iteration 29Q: 3 clusters Score -3647168 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3647233.250000 Penalty: 5085.583496
	Iteration 30Q: 3 clusters Score -3647233 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3647305.250000 Penalty: 5085.583496
	Iteration 31Q: 3 clusters Score -3647305 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3647383.000000 Penalty: 5085.583496
	Iteration 32Q: 3 clusters Score -3647383 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3647462.500000 Penalty: 5085.583496
	Iteration 33Q: 3 clusters Score -3647462 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3647542.250000 Penalty: 5085.583496
	Iteration 34Q: 3 clusters Score -3647542 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3647603.250000 Penalty: 5085.583496
	Iteration 35Q: 3 clusters Score -3647603 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3647658.500000 Penalty: 5085.583496
	Iteration 36Q: 3 clusters Score -3647658 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3647716.750000 Penalty: 5085.583496
	Iteration 37Q: 3 clusters Score -3647717 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3647758.250000 Penalty: 5085.583496
	Iteration 38Q: 3 clusters Score -3647758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3647797.250000 Penalty: 5085.583496
	Iteration 39Q: 3 clusters Score -3647797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3647814.500000 Penalty: 5085.583496
	Iteration 40F: 3 clusters Score -3647814 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3647840.000000 Penalty: 5085.583496
	Iteration 41Q: 3 clusters Score -3647840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3647853.000000 Penalty: 5085.583496
	Iteration 42Q: 3 clusters Score -3647853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3647849.500000 Penalty: 5085.583496
	Iteration 43Q: 3 clusters Score -3647850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3647862.750000 Penalty: 5085.583496
	Iteration 44Q: 3 clusters Score -3647863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3647884.250000 Penalty: 5085.583496
	Iteration 45Q: 3 clusters Score -3647884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3647876.750000 Penalty: 5085.583496
	Iteration 46Q: 3 clusters Score -3647877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3647872.000000 Penalty: 5085.583496
	Iteration 47Q: 3 clusters Score -3647872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3647885.250000 Penalty: 5085.583496
	Iteration 48Q: 3 clusters Score -3647885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3647893.250000 Penalty: 5085.583496
	Iteration 49Q: 3 clusters Score -3647893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3647900.250000 Penalty: 5085.583496
	Iteration 50Q: 3 clusters Score -3647900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3647905.000000 Penalty: 5085.583496
	Iteration 51Q: 3 clusters Score -3647905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3647910.500000 Penalty: 5085.583496
	Iteration 52Q: 3 clusters Score -3647910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3647908.500000 Penalty: 5085.583496
	Iteration 53Q: 3 clusters Score -3647908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3647903.250000 Penalty: 5085.583496
	Iteration 54Q: 3 clusters Score -3647903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3647908.750000 Penalty: 5085.583496
	Iteration 55Q: 3 clusters Score -3647909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3647909.750000 Penalty: 5085.583496
	Iteration 56Q: 3 clusters Score -3647910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3647915.250000 Penalty: 5085.583496
	Iteration 57Q: 3 clusters Score -3647915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3647911.000000 Penalty: 5085.583496
	Iteration 58Q: 3 clusters Score -3647911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3647915.250000 Penalty: 5085.583496
	Iteration 59Q: 3 clusters Score -3647915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3647910.750000 Penalty: 5085.583496
	Iteration 60F: 3 clusters Score -3647911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3647913.000000 Penalty: 5085.583496
	Iteration 61Q: 3 clusters Score -3647913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3647909.500000 Penalty: 5085.583496
	Iteration 62Q: 3 clusters Score -3647910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3647905.500000 Penalty: 5085.583496
	Iteration 63Q: 3 clusters Score -3647906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3647906.000000 Penalty: 5085.583496
	Iteration 64Q: 3 clusters Score -3647906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3647906.750000 Penalty: 5085.583496
	Iteration 65Q: 3 clusters Score -3647907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3647906.750000 Penalty: 5085.583496
	Iteration 66F: 3 clusters Score -3647907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (109683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Entering Unmasked Estep 
Score: -14413235.000000 Penalty: 2878.126709
	Iteration 0F: 2 clusters Score -1.441324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -14339981.000000 Penalty: 5756.253418
	Iteration 0F: 3 clusters Score -1.433998e+07 nChanged 52056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -14369882.000000 Penalty: 5756.253418
	Iteration 1F: 3 clusters Score -1.436988e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -14371525.000000 Penalty: 5756.253418
	Iteration 2Q: 3 clusters Score -1.437152e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -14374140.000000 Penalty: 5756.253418
	Iteration 3Q: 3 clusters Score -1.437414e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -14378591.000000 Penalty: 5756.253418
	Iteration 4F: 3 clusters Score -1.437859e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -14384776.000000 Penalty: 5756.253418
	Iteration 5F: 3 clusters Score -1.438478e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -14392582.000000 Penalty: 5756.253418
	Iteration 6F: 3 clusters Score -1.439258e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -14400857.000000 Penalty: 5756.253418
	Iteration 7F: 3 clusters Score -1.440086e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -14407844.000000 Penalty: 5756.253418
	Iteration 8F: 3 clusters Score -1.440784e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -14412507.000000 Penalty: 5756.253418
	Iteration 9Q: 3 clusters Score -1.441251e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 97372 members 
Entering Unmasked Estep 
Score: -14414571.000000 Penalty: 5756.253418
	Iteration 10Q: 3 clusters Score -1.441457e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -14415318.000000 Penalty: 5756.253418
	Iteration 11Q: 3 clusters Score -1.441532e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -14415679.000000 Penalty: 5756.253418
	Iteration 12Q: 3 clusters Score -1.441568e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -14415826.000000 Penalty: 5756.253418
	Iteration 13Q: 3 clusters Score -1.441583e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -14415918.000000 Penalty: 5756.253418
	Iteration 14Q: 3 clusters Score -1.441592e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -14416007.000000 Penalty: 5756.253418
	Iteration 15Q: 3 clusters Score -1.441601e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -14416053.000000 Penalty: 5756.253418
	Iteration 16Q: 3 clusters Score -1.441605e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -14416044.000000 Penalty: 5756.253418
	Iteration 17Q: 3 clusters Score -1.441604e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -14416075.000000 Penalty: 5756.253418
	Iteration 18Q: 3 clusters Score -1.441608e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -14416089.000000 Penalty: 5756.253418
	Iteration 19Q: 3 clusters Score -1.441609e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -14416086.000000 Penalty: 5756.253418
	Iteration 20F: 3 clusters Score -1.441609e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -14416067.000000 Penalty: 5756.253418
	Iteration 21Q: 3 clusters Score -1.441607e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -14416080.000000 Penalty: 5756.253418
	Iteration 22Q: 3 clusters Score -1.441608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -14416080.000000 Penalty: 5756.253418
	Iteration 23Q: 3 clusters Score -1.441608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -14416079.000000 Penalty: 5756.253418
	Iteration 24Q: 3 clusters Score -1.441608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -14416096.000000 Penalty: 5756.253418
	Iteration 25Q: 3 clusters Score -1.44161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -14416101.000000 Penalty: 5756.253418
	Iteration 26Q: 3 clusters Score -1.44161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -14416101.000000 Penalty: 5756.253418
	Iteration 27Q: 3 clusters Score -1.44161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -14416106.000000 Penalty: 5756.253418
	Iteration 28Q: 3 clusters Score -1.441611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -14416098.000000 Penalty: 5756.253418
	Iteration 29Q: 3 clusters Score -1.44161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -14416101.000000 Penalty: 5756.253418
	Iteration 30Q: 3 clusters Score -1.44161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -14416098.000000 Penalty: 5756.253418
	Iteration 31Q: 3 clusters Score -1.44161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -14416085.000000 Penalty: 5756.253418
	Iteration 32Q: 3 clusters Score -1.441608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -14416097.000000 Penalty: 5756.253418
	Iteration 33Q: 3 clusters Score -1.44161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -14416101.000000 Penalty: 5756.253418
	Iteration 34Q: 3 clusters Score -1.44161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -14416097.000000 Penalty: 5756.253418
	Iteration 35Q: 3 clusters Score -1.44161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -14416097.000000 Penalty: 5756.253418
	Iteration 36F: 3 clusters Score -1.44161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45367 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7713 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 101331 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 8352 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
Score: -42908976.000000 Penalty: 69427.945312
Splitting cluster 20 changes total score from -42906572.000000 to -42908976.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 21 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -77052.429688 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -77052.43 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 320 members 
Entering Unmasked Estep 
Score: -75467.289062 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -75467.29 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75975.406250 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -75975.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76291.187500 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -76291.19 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76696.398438 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -76696.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -76892.968750 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -76892.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -77068.875000 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -77068.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -77194.171875 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -77194.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -77245.148438 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -77245.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77286.992188 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -77286.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77317.226562 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -77317.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -77351.007812 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -77351.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -77351.007812 Penalty: 3220.151123
	Iteration 11F: 3 clusters Score -77351.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45367 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7713 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 101331 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 8352 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
Score: -42907748.000000 Penalty: 72583.757812
Splitting cluster 21 changes total score from -42906572.000000 to -42907748.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 23 (12385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Entering Unmasked Estep 
Score: -1633438.500000 Penalty: 2337.211670
	Iteration 0F: 2 clusters Score -1633438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1624369.500000 Penalty: 4674.423340
	Iteration 0F: 3 clusters Score -1624370 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1627022.250000 Penalty: 4674.423340
	Iteration 1F: 3 clusters Score -1627022 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1627400.625000 Penalty: 4674.423340
	Iteration 2F: 3 clusters Score -1627401 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1627684.750000 Penalty: 4674.423340
	Iteration 3F: 3 clusters Score -1627685 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1627919.000000 Penalty: 4674.423340
	Iteration 4Q: 3 clusters Score -1627919 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1628156.625000 Penalty: 4674.423340
	Iteration 5Q: 3 clusters Score -1628157 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1628416.500000 Penalty: 4674.423340
	Iteration 6Q: 3 clusters Score -1628416 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1628743.750000 Penalty: 4674.423340
	Iteration 7Q: 3 clusters Score -1628744 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1629098.750000 Penalty: 4674.423340
	Iteration 8F: 3 clusters Score -1629099 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1629507.750000 Penalty: 4674.423340
	Iteration 9F: 3 clusters Score -1629508 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1629903.875000 Penalty: 4674.423340
	Iteration 10Q: 3 clusters Score -1629904 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1630266.875000 Penalty: 4674.423340
	Iteration 11Q: 3 clusters Score -1630267 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1630598.375000 Penalty: 4674.423340
	Iteration 12Q: 3 clusters Score -1630598 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1630860.625000 Penalty: 4674.423340
	Iteration 13Q: 3 clusters Score -1630861 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1631030.875000 Penalty: 4674.423340
	Iteration 14Q: 3 clusters Score -1631031 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1631151.250000 Penalty: 4674.423340
	Iteration 15Q: 3 clusters Score -1631151 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1631235.750000 Penalty: 4674.423340
	Iteration 16Q: 3 clusters Score -1631236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1631291.875000 Penalty: 4674.423340
	Iteration 17Q: 3 clusters Score -1631292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1631335.750000 Penalty: 4674.423340
	Iteration 18Q: 3 clusters Score -1631336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1631376.125000 Penalty: 4674.423340
	Iteration 19Q: 3 clusters Score -1631376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1631413.625000 Penalty: 4674.423340
	Iteration 20F: 3 clusters Score -1631414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1631443.000000 Penalty: 4674.423340
	Iteration 21Q: 3 clusters Score -1631443 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1631475.750000 Penalty: 4674.423340
	Iteration 22Q: 3 clusters Score -1631476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1631501.875000 Penalty: 4674.423340
	Iteration 23Q: 3 clusters Score -1631502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1631517.875000 Penalty: 4674.423340
	Iteration 24Q: 3 clusters Score -1631518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1631530.375000 Penalty: 4674.423340
	Iteration 25Q: 3 clusters Score -1631530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1631544.125000 Penalty: 4674.423340
	Iteration 26Q: 3 clusters Score -1631544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1631549.875000 Penalty: 4674.423340
	Iteration 27Q: 3 clusters Score -1631550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1631559.625000 Penalty: 4674.423340
	Iteration 28Q: 3 clusters Score -1631560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1631564.500000 Penalty: 4674.423340
	Iteration 29Q: 3 clusters Score -1631564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1631566.000000 Penalty: 4674.423340
	Iteration 30Q: 3 clusters Score -1631566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1631568.625000 Penalty: 4674.423340
	Iteration 31Q: 3 clusters Score -1631569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1631569.625000 Penalty: 4674.423340
	Iteration 32Q: 3 clusters Score -1631570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1631574.125000 Penalty: 4674.423340
	Iteration 33Q: 3 clusters Score -1631574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1631577.750000 Penalty: 4674.423340
	Iteration 34Q: 3 clusters Score -1631578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1631579.125000 Penalty: 4674.423340
	Iteration 35Q: 3 clusters Score -1631579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1631585.500000 Penalty: 4674.423340
	Iteration 36Q: 3 clusters Score -1631586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1631583.375000 Penalty: 4674.423340
	Iteration 37Q: 3 clusters Score -1631583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1631585.375000 Penalty: 4674.423340
	Iteration 38Q: 3 clusters Score -1631585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1631585.375000 Penalty: 4674.423340
	Iteration 39F: 3 clusters Score -1631585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 45367 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7713 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 19 contains 28373 members 
Mstep: Class 20 contains 8352 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2430.885010 but Gain 3155.812500
Score: -42909440.000000 Penalty: 69427.945312
Iteration 128F: 23 clusters Score -4.290944e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 7528 members 
Mstep: Class 4 contains 19081 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 13328 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 45796 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9039 members 
Mstep: Class 13 contains 6625 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7719 members 
Mstep: Class 17 contains 856 members 
Mstep: Class 18 contains 101088 members 
Mstep: Class 19 contains 28375 members 
Mstep: Class 20 contains 8386 members 
Mstep: Class 22 contains 576 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911216.000000 Penalty: 69427.945312
Iteration 129Q: 23 clusters Score -4.291122e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 19052 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 13243 members 
Mstep: Class 8 contains 7382 members 
Mstep: Class 9 contains 46111 members 
Mstep: Class 10 contains 41689 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9017 members 
Mstep: Class 13 contains 6628 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7695 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 100866 members 
Mstep: Class 19 contains 28364 members 
Mstep: Class 20 contains 8488 members 
Mstep: Class 22 contains 579 members 
Mstep: Class 23 contains 12380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911280.000000 Penalty: 69427.945312
Iteration 130Q: 23 clusters Score -4.291128e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 7527 members 
Mstep: Class 4 contains 19035 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 46337 members 
Mstep: Class 10 contains 41695 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9015 members 
Mstep: Class 13 contains 6630 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 100666 members 
Mstep: Class 19 contains 28354 members 
Mstep: Class 20 contains 8604 members 
Mstep: Class 22 contains 579 members 
Mstep: Class 23 contains 12379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911376.000000 Penalty: 69427.945312
Iteration 131Q: 23 clusters Score -4.291138e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 7521 members 
Mstep: Class 4 contains 19041 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 13122 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 9 contains 46519 members 
Mstep: Class 10 contains 41704 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9007 members 
Mstep: Class 13 contains 6641 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 7680 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 100465 members 
Mstep: Class 19 contains 28341 members 
Mstep: Class 20 contains 8725 members 
Mstep: Class 22 contains 579 members 
Mstep: Class 23 contains 12380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911428.000000 Penalty: 69427.945312
Iteration 132Q: 23 clusters Score -4.291143e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 19044 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 13070 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 9 contains 46663 members 
Mstep: Class 10 contains 41697 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9018 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7675 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 100276 members 
Mstep: Class 19 contains 28333 members 
Mstep: Class 20 contains 8829 members 
Mstep: Class 22 contains 579 members 
Mstep: Class 23 contains 12377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911496.000000 Penalty: 69427.945312
Iteration 133Q: 23 clusters Score -4.29115e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 19051 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 13024 members 
Mstep: Class 8 contains 7365 members 
Mstep: Class 9 contains 46761 members 
Mstep: Class 10 contains 41689 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9021 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7665 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 100151 members 
Mstep: Class 19 contains 28330 members 
Mstep: Class 20 contains 8923 members 
Mstep: Class 22 contains 579 members 
Mstep: Class 23 contains 12383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911624.000000 Penalty: 69427.945312
Iteration 134Q: 23 clusters Score -4.291162e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 19058 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 12987 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 46855 members 
Mstep: Class 10 contains 41677 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9028 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7656 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 100063 members 
Mstep: Class 19 contains 28326 members 
Mstep: Class 20 contains 8991 members 
Mstep: Class 22 contains 579 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911640.000000 Penalty: 69427.945312
Iteration 135Q: 23 clusters Score -4.291164e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 7506 members 
Mstep: Class 4 contains 19055 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 7352 members 
Mstep: Class 9 contains 46932 members 
Mstep: Class 10 contains 41668 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9029 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7648 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 99995 members 
Mstep: Class 19 contains 28322 members 
Mstep: Class 20 contains 9050 members 
Mstep: Class 22 contains 579 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911756.000000 Penalty: 69427.945312
Iteration 136Q: 23 clusters Score -4.291176e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19053 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 12932 members 
Mstep: Class 8 contains 7348 members 
Mstep: Class 9 contains 47005 members 
Mstep: Class 10 contains 41664 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7643 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 99945 members 
Mstep: Class 19 contains 28315 members 
Mstep: Class 20 contains 9100 members 
Mstep: Class 22 contains 579 members 
Mstep: Class 23 contains 12383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911704.000000 Penalty: 69427.945312
Iteration 137Q: 23 clusters Score -4.29117e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19051 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 12916 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 47048 members 
Mstep: Class 10 contains 41658 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9013 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 99906 members 
Mstep: Class 19 contains 28312 members 
Mstep: Class 20 contains 9136 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911712.000000 Penalty: 69427.945312
Iteration 138Q: 23 clusters Score -4.291171e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 19053 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 12900 members 
Mstep: Class 8 contains 7350 members 
Mstep: Class 9 contains 47076 members 
Mstep: Class 10 contains 41651 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 9007 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7624 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 99886 members 
Mstep: Class 19 contains 28306 members 
Mstep: Class 20 contains 9163 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911768.000000 Penalty: 69427.945312
Iteration 139Q: 23 clusters Score -4.291177e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 19053 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 12903 members 
Mstep: Class 8 contains 7350 members 
Mstep: Class 9 contains 47093 members 
Mstep: Class 10 contains 41645 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8999 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7619 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 99873 members 
Mstep: Class 19 contains 28303 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911852.000000 Penalty: 69427.945312
Iteration 140F: 23 clusters Score -4.291185e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 19052 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 12904 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 47103 members 
Mstep: Class 10 contains 41639 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8993 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99847 members 
Mstep: Class 19 contains 28306 members 
Mstep: Class 20 contains 9217 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911896.000000 Penalty: 69427.945312
Iteration 141Q: 23 clusters Score -4.29119e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 19053 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 12907 members 
Mstep: Class 8 contains 7335 members 
Mstep: Class 9 contains 47118 members 
Mstep: Class 10 contains 41641 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8981 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7604 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99833 members 
Mstep: Class 19 contains 28307 members 
Mstep: Class 20 contains 9240 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911868.000000 Penalty: 69427.945312
Iteration 142Q: 23 clusters Score -4.291187e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19055 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 12910 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 47132 members 
Mstep: Class 10 contains 41643 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7596 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99824 members 
Mstep: Class 19 contains 28308 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911824.000000 Penalty: 69427.945312
Iteration 143Q: 23 clusters Score -4.291182e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19056 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 12908 members 
Mstep: Class 8 contains 7306 members 
Mstep: Class 9 contains 47144 members 
Mstep: Class 10 contains 41636 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8966 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99817 members 
Mstep: Class 19 contains 28307 members 
Mstep: Class 20 contains 9276 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911884.000000 Penalty: 69427.945312
Iteration 144Q: 23 clusters Score -4.291188e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19059 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 12907 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 47161 members 
Mstep: Class 10 contains 41638 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8951 members 
Mstep: Class 13 contains 6666 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99803 members 
Mstep: Class 19 contains 28305 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911884.000000 Penalty: 69427.945312
Iteration 145Q: 23 clusters Score -4.291188e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19064 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 12900 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 47177 members 
Mstep: Class 10 contains 41638 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 6665 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99787 members 
Mstep: Class 19 contains 28300 members 
Mstep: Class 20 contains 9303 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911936.000000 Penalty: 69427.945312
Iteration 146Q: 23 clusters Score -4.291194e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19068 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 12902 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 47184 members 
Mstep: Class 10 contains 41640 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8946 members 
Mstep: Class 13 contains 6664 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7588 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99769 members 
Mstep: Class 19 contains 28298 members 
Mstep: Class 20 contains 9312 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911872.000000 Penalty: 69427.945312
Iteration 147Q: 23 clusters Score -4.291187e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19073 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 7 contains 12899 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 47193 members 
Mstep: Class 10 contains 41641 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8938 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7586 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99768 members 
Mstep: Class 19 contains 28293 members 
Mstep: Class 20 contains 9318 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911884.000000 Penalty: 69427.945312
Iteration 148Q: 23 clusters Score -4.291188e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19076 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 12899 members 
Mstep: Class 8 contains 7285 members 
Mstep: Class 9 contains 47200 members 
Mstep: Class 10 contains 41640 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7581 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99763 members 
Mstep: Class 19 contains 28292 members 
Mstep: Class 20 contains 9323 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911936.000000 Penalty: 69427.945312
Iteration 149Q: 23 clusters Score -4.291194e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19080 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 12898 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 47209 members 
Mstep: Class 10 contains 41642 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8929 members 
Mstep: Class 13 contains 6664 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7577 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99757 members 
Mstep: Class 19 contains 28289 members 
Mstep: Class 20 contains 9326 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911928.000000 Penalty: 69427.945312
Iteration 150Q: 23 clusters Score -4.291193e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19085 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 12893 members 
Mstep: Class 8 contains 7285 members 
Mstep: Class 9 contains 47221 members 
Mstep: Class 10 contains 41644 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8932 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7573 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99753 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9328 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911872.000000 Penalty: 69427.945312
Iteration 151Q: 23 clusters Score -4.291187e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19088 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 12895 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 47231 members 
Mstep: Class 10 contains 41646 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8937 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99745 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9328 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911868.000000 Penalty: 69427.945312
Iteration 152Q: 23 clusters Score -4.291187e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19089 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 12893 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 47244 members 
Mstep: Class 10 contains 41649 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8942 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99736 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 9328 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911868.000000 Penalty: 69427.945312
Iteration 153Q: 23 clusters Score -4.291187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19089 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12890 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 47251 members 
Mstep: Class 10 contains 41651 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8947 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99730 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 9328 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911896.000000 Penalty: 69427.945312
Iteration 154Q: 23 clusters Score -4.29119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19087 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12893 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 47253 members 
Mstep: Class 10 contains 41648 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8944 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7566 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99730 members 
Mstep: Class 19 contains 28286 members 
Mstep: Class 20 contains 9328 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911900.000000 Penalty: 69427.945312
Iteration 155Q: 23 clusters Score -4.29119e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19088 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12888 members 
Mstep: Class 8 contains 7265 members 
Mstep: Class 9 contains 47260 members 
Mstep: Class 10 contains 41648 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99728 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 9328 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911904.000000 Penalty: 69427.945312
Iteration 156Q: 23 clusters Score -4.29119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19089 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 12884 members 
Mstep: Class 8 contains 7265 members 
Mstep: Class 9 contains 47264 members 
Mstep: Class 10 contains 41645 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8943 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99728 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9328 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911908.000000 Penalty: 69427.945312
Iteration 157Q: 23 clusters Score -4.291191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19090 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 12878 members 
Mstep: Class 8 contains 7262 members 
Mstep: Class 9 contains 47275 members 
Mstep: Class 10 contains 41641 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99721 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911900.000000 Penalty: 69427.945312
Iteration 158Q: 23 clusters Score -4.29119e+07 nChanged 50
Entering ConstructFrom: 
Score: -42911900.000000 Penalty: 69427.945312
Entering ConstructFrom: 
Trying to split cluster 1 (13393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Entering Unmasked Estep 
Score: -1734013.750000 Penalty: 2356.616699
	Iteration 0F: 2 clusters Score -1734014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1724178.625000 Penalty: 4713.233398
	Iteration 0F: 3 clusters Score -1724179 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1727303.750000 Penalty: 4713.233398
	Iteration 1F: 3 clusters Score -1727304 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1727685.500000 Penalty: 4713.233398
	Iteration 2F: 3 clusters Score -1727686 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1727978.625000 Penalty: 4713.233398
	Iteration 3F: 3 clusters Score -1727979 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1728224.125000 Penalty: 4713.233398
	Iteration 4Q: 3 clusters Score -1728224 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1728471.000000 Penalty: 4713.233398
	Iteration 5Q: 3 clusters Score -1728471 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1728708.500000 Penalty: 4713.233398
	Iteration 6Q: 3 clusters Score -1728708 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1728960.750000 Penalty: 4713.233398
	Iteration 7Q: 3 clusters Score -1728961 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1729253.625000 Penalty: 4713.233398
	Iteration 8Q: 3 clusters Score -1729254 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1729557.875000 Penalty: 4713.233398
	Iteration 9Q: 3 clusters Score -1729558 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1729872.625000 Penalty: 4713.233398
	Iteration 10Q: 3 clusters Score -1729873 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1730204.875000 Penalty: 4713.233398
	Iteration 11Q: 3 clusters Score -1730205 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1730491.125000 Penalty: 4713.233398
	Iteration 12Q: 3 clusters Score -1730491 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1730769.000000 Penalty: 4713.233398
	Iteration 13Q: 3 clusters Score -1730769 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1730972.375000 Penalty: 4713.233398
	Iteration 14Q: 3 clusters Score -1730972 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1731123.750000 Penalty: 4713.233398
	Iteration 15Q: 3 clusters Score -1731124 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1731293.625000 Penalty: 4713.233398
	Iteration 16Q: 3 clusters Score -1731294 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1731465.250000 Penalty: 4713.233398
	Iteration 17Q: 3 clusters Score -1731465 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1731562.500000 Penalty: 4713.233398
	Iteration 18Q: 3 clusters Score -1731562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1731643.125000 Penalty: 4713.233398
	Iteration 19Q: 3 clusters Score -1731643 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1731704.250000 Penalty: 4713.233398
	Iteration 20F: 3 clusters Score -1731704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1731752.000000 Penalty: 4713.233398
	Iteration 21Q: 3 clusters Score -1731752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1731801.625000 Penalty: 4713.233398
	Iteration 22Q: 3 clusters Score -1731802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1731837.125000 Penalty: 4713.233398
	Iteration 23Q: 3 clusters Score -1731837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1731873.125000 Penalty: 4713.233398
	Iteration 24Q: 3 clusters Score -1731873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1731892.125000 Penalty: 4713.233398
	Iteration 25Q: 3 clusters Score -1731892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1731903.625000 Penalty: 4713.233398
	Iteration 26Q: 3 clusters Score -1731904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1731913.750000 Penalty: 4713.233398
	Iteration 27Q: 3 clusters Score -1731914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1731923.500000 Penalty: 4713.233398
	Iteration 28Q: 3 clusters Score -1731924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1731935.875000 Penalty: 4713.233398
	Iteration 29Q: 3 clusters Score -1731936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1731944.125000 Penalty: 4713.233398
	Iteration 30Q: 3 clusters Score -1731944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1731948.250000 Penalty: 4713.233398
	Iteration 31Q: 3 clusters Score -1731948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1731950.500000 Penalty: 4713.233398
	Iteration 32Q: 3 clusters Score -1731950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1731956.000000 Penalty: 4713.233398
	Iteration 33Q: 3 clusters Score -1731956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1731959.875000 Penalty: 4713.233398
	Iteration 34Q: 3 clusters Score -1731960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1731961.375000 Penalty: 4713.233398
	Iteration 35Q: 3 clusters Score -1731961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1731964.625000 Penalty: 4713.233398
	Iteration 36Q: 3 clusters Score -1731965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1731968.750000 Penalty: 4713.233398
	Iteration 37Q: 3 clusters Score -1731969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1731972.875000 Penalty: 4713.233398
	Iteration 38Q: 3 clusters Score -1731973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1731977.625000 Penalty: 4713.233398
	Iteration 39Q: 3 clusters Score -1731978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1731979.500000 Penalty: 4713.233398
	Iteration 40F: 3 clusters Score -1731980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1731984.125000 Penalty: 4713.233398
	Iteration 41Q: 3 clusters Score -1731984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1731986.750000 Penalty: 4713.233398
	Iteration 42Q: 3 clusters Score -1731987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1731987.625000 Penalty: 4713.233398
	Iteration 43Q: 3 clusters Score -1731988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1731989.375000 Penalty: 4713.233398
	Iteration 44Q: 3 clusters Score -1731989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1731988.375000 Penalty: 4713.233398
	Iteration 45Q: 3 clusters Score -1731988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1731989.375000 Penalty: 4713.233398
	Iteration 46Q: 3 clusters Score -1731989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1731989.375000 Penalty: 4713.233398
	Iteration 47F: 3 clusters Score -1731989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -706712.875000 Penalty: 2134.272217
	Iteration 0F: 2 clusters Score -706712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -701903.125000 Penalty: 4268.544434
	Iteration 0F: 3 clusters Score -701903.1 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -703107.687500 Penalty: 4268.544434
	Iteration 1F: 3 clusters Score -703107.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -703318.250000 Penalty: 4268.544434
	Iteration 2F: 3 clusters Score -703318.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -703445.875000 Penalty: 4268.544434
	Iteration 3Q: 3 clusters Score -703445.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -703537.375000 Penalty: 4268.544434
	Iteration 4Q: 3 clusters Score -703537.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -703603.312500 Penalty: 4268.544434
	Iteration 5Q: 3 clusters Score -703603.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -703657.062500 Penalty: 4268.544434
	Iteration 6Q: 3 clusters Score -703657.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -703702.125000 Penalty: 4268.544434
	Iteration 7Q: 3 clusters Score -703702.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -703733.375000 Penalty: 4268.544434
	Iteration 8Q: 3 clusters Score -703733.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -703764.000000 Penalty: 4268.544434
	Iteration 9Q: 3 clusters Score -703764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -703797.375000 Penalty: 4268.544434
	Iteration 10Q: 3 clusters Score -703797.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -703831.062500 Penalty: 4268.544434
	Iteration 11Q: 3 clusters Score -703831.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -703871.500000 Penalty: 4268.544434
	Iteration 12Q: 3 clusters Score -703871.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -703911.125000 Penalty: 4268.544434
	Iteration 13Q: 3 clusters Score -703911.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -703952.437500 Penalty: 4268.544434
	Iteration 14Q: 3 clusters Score -703952.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -703986.375000 Penalty: 4268.544434
	Iteration 15Q: 3 clusters Score -703986.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -704022.875000 Penalty: 4268.544434
	Iteration 16Q: 3 clusters Score -704022.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -704063.625000 Penalty: 4268.544434
	Iteration 17Q: 3 clusters Score -704063.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -704107.812500 Penalty: 4268.544434
	Iteration 18Q: 3 clusters Score -704107.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -704149.312500 Penalty: 4268.544434
	Iteration 19Q: 3 clusters Score -704149.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -704194.437500 Penalty: 4268.544434
	Iteration 20F: 3 clusters Score -704194.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -704257.312500 Penalty: 4268.544434
	Iteration 21Q: 3 clusters Score -704257.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -704320.125000 Penalty: 4268.544434
	Iteration 22Q: 3 clusters Score -704320.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -704391.375000 Penalty: 4268.544434
	Iteration 23Q: 3 clusters Score -704391.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -704467.375000 Penalty: 4268.544434
	Iteration 24Q: 3 clusters Score -704467.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -704559.312500 Penalty: 4268.544434
	Iteration 25Q: 3 clusters Score -704559.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -704628.250000 Penalty: 4268.544434
	Iteration 26Q: 3 clusters Score -704628.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -704689.000000 Penalty: 4268.544434
	Iteration 27Q: 3 clusters Score -704689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -704745.250000 Penalty: 4268.544434
	Iteration 28Q: 3 clusters Score -704745.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -704785.937500 Penalty: 4268.544434
	Iteration 29Q: 3 clusters Score -704785.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -704817.500000 Penalty: 4268.544434
	Iteration 30Q: 3 clusters Score -704817.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -704851.500000 Penalty: 4268.544434
	Iteration 31Q: 3 clusters Score -704851.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -704892.187500 Penalty: 4268.544434
	Iteration 32Q: 3 clusters Score -704892.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -704922.875000 Penalty: 4268.544434
	Iteration 33Q: 3 clusters Score -704922.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -704947.687500 Penalty: 4268.544434
	Iteration 34Q: 3 clusters Score -704947.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -704965.000000 Penalty: 4268.544434
	Iteration 35Q: 3 clusters Score -704965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -704980.500000 Penalty: 4268.544434
	Iteration 36Q: 3 clusters Score -704980.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -704993.875000 Penalty: 4268.544434
	Iteration 37Q: 3 clusters Score -704993.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -705005.500000 Penalty: 4268.544434
	Iteration 38Q: 3 clusters Score -705005.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -705015.562500 Penalty: 4268.544434
	Iteration 39Q: 3 clusters Score -705015.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -705023.875000 Penalty: 4268.544434
	Iteration 40F: 3 clusters Score -705023.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -705030.250000 Penalty: 4268.544434
	Iteration 41Q: 3 clusters Score -705030.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -705040.125000 Penalty: 4268.544434
	Iteration 42Q: 3 clusters Score -705040.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -705047.375000 Penalty: 4268.544434
	Iteration 43Q: 3 clusters Score -705047.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -705052.187500 Penalty: 4268.544434
	Iteration 44Q: 3 clusters Score -705052.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -705056.125000 Penalty: 4268.544434
	Iteration 45Q: 3 clusters Score -705056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -705061.062500 Penalty: 4268.544434
	Iteration 46Q: 3 clusters Score -705061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -705069.812500 Penalty: 4268.544434
	Iteration 47Q: 3 clusters Score -705069.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -705078.375000 Penalty: 4268.544434
	Iteration 48Q: 3 clusters Score -705078.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -705084.937500 Penalty: 4268.544434
	Iteration 49Q: 3 clusters Score -705084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -705088.375000 Penalty: 4268.544434
	Iteration 50Q: 3 clusters Score -705088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -705090.687500 Penalty: 4268.544434
	Iteration 51Q: 3 clusters Score -705090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -705090.875000 Penalty: 4268.544434
	Iteration 52Q: 3 clusters Score -705090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -705091.937500 Penalty: 4268.544434
	Iteration 53Q: 3 clusters Score -705091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -705095.312500 Penalty: 4268.544434
	Iteration 54Q: 3 clusters Score -705095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -705093.500000 Penalty: 4268.544434
	Iteration 55Q: 3 clusters Score -705093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -705094.125000 Penalty: 4268.544434
	Iteration 56Q: 3 clusters Score -705094.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -705094.125000 Penalty: 4268.544434
	Iteration 57F: 3 clusters Score -705094.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Entering Unmasked Estep 
Score: -981952.000000 Penalty: 2213.116699
	Iteration 0F: 2 clusters Score -981952 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 3742 members 
Entering Unmasked Estep 
Score: -975873.625000 Penalty: 4426.233398
	Iteration 0F: 3 clusters Score -975873.6 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -977561.875000 Penalty: 4426.233398
	Iteration 1F: 3 clusters Score -977561.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -977800.875000 Penalty: 4426.233398
	Iteration 2F: 3 clusters Score -977800.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -977964.312500 Penalty: 4426.233398
	Iteration 3Q: 3 clusters Score -977964.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -978096.062500 Penalty: 4426.233398
	Iteration 4Q: 3 clusters Score -978096.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -978188.312500 Penalty: 4426.233398
	Iteration 5Q: 3 clusters Score -978188.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -978265.250000 Penalty: 4426.233398
	Iteration 6Q: 3 clusters Score -978265.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -978346.250000 Penalty: 4426.233398
	Iteration 7Q: 3 clusters Score -978346.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -978431.875000 Penalty: 4426.233398
	Iteration 8Q: 3 clusters Score -978431.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -978526.812500 Penalty: 4426.233398
	Iteration 9Q: 3 clusters Score -978526.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -978657.500000 Penalty: 4426.233398
	Iteration 10Q: 3 clusters Score -978657.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -978806.875000 Penalty: 4426.233398
	Iteration 11Q: 3 clusters Score -978806.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -978983.562500 Penalty: 4426.233398
	Iteration 12Q: 3 clusters Score -978983.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -979149.687500 Penalty: 4426.233398
	Iteration 13Q: 3 clusters Score -979149.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -979277.687500 Penalty: 4426.233398
	Iteration 14Q: 3 clusters Score -979277.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -979404.500000 Penalty: 4426.233398
	Iteration 15Q: 3 clusters Score -979404.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -979519.687500 Penalty: 4426.233398
	Iteration 16Q: 3 clusters Score -979519.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -979623.187500 Penalty: 4426.233398
	Iteration 17Q: 3 clusters Score -979623.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -979697.687500 Penalty: 4426.233398
	Iteration 18Q: 3 clusters Score -979697.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -979771.437500 Penalty: 4426.233398
	Iteration 19Q: 3 clusters Score -979771.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -979821.250000 Penalty: 4426.233398
	Iteration 20F: 3 clusters Score -979821.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -979858.375000 Penalty: 4426.233398
	Iteration 21Q: 3 clusters Score -979858.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -979893.750000 Penalty: 4426.233398
	Iteration 22Q: 3 clusters Score -979893.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -979920.437500 Penalty: 4426.233398
	Iteration 23Q: 3 clusters Score -979920.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -979936.437500 Penalty: 4426.233398
	Iteration 24Q: 3 clusters Score -979936.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -979947.562500 Penalty: 4426.233398
	Iteration 25Q: 3 clusters Score -979947.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -979965.812500 Penalty: 4426.233398
	Iteration 26Q: 3 clusters Score -979965.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -979977.437500 Penalty: 4426.233398
	Iteration 27Q: 3 clusters Score -979977.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -979990.500000 Penalty: 4426.233398
	Iteration 28Q: 3 clusters Score -979990.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -980008.812500 Penalty: 4426.233398
	Iteration 29Q: 3 clusters Score -980008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -980016.437500 Penalty: 4426.233398
	Iteration 30Q: 3 clusters Score -980016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -980017.937500 Penalty: 4426.233398
	Iteration 31Q: 3 clusters Score -980017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -980025.250000 Penalty: 4426.233398
	Iteration 32Q: 3 clusters Score -980025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -980032.750000 Penalty: 4426.233398
	Iteration 33Q: 3 clusters Score -980032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -980040.812500 Penalty: 4426.233398
	Iteration 34Q: 3 clusters Score -980040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -980043.687500 Penalty: 4426.233398
	Iteration 35Q: 3 clusters Score -980043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -980045.250000 Penalty: 4426.233398
	Iteration 36Q: 3 clusters Score -980045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -980046.000000 Penalty: 4426.233398
	Iteration 37Q: 3 clusters Score -980046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -980046.875000 Penalty: 4426.233398
	Iteration 38Q: 3 clusters Score -980046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -980049.500000 Penalty: 4426.233398
	Iteration 39Q: 3 clusters Score -980049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -980051.625000 Penalty: 4426.233398
	Iteration 40F: 3 clusters Score -980051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -980053.875000 Penalty: 4426.233398
	Iteration 41Q: 3 clusters Score -980053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -980053.875000 Penalty: 4426.233398
	Iteration 42F: 3 clusters Score -980053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Entering Unmasked Estep 
Score: -2498854.750000 Penalty: 2444.542236
	Iteration 0F: 2 clusters Score -2498855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2485317.750000 Penalty: 4889.084473
	Iteration 0F: 3 clusters Score -2485318 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2489989.500000 Penalty: 4889.084473
	Iteration 1F: 3 clusters Score -2489990 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2490507.750000 Penalty: 4889.084473
	Iteration 2F: 3 clusters Score -2490508 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2491005.750000 Penalty: 4889.084473
	Iteration 3F: 3 clusters Score -2491006 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2491527.250000 Penalty: 4889.084473
	Iteration 4F: 3 clusters Score -2491527 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2492122.250000 Penalty: 4889.084473
	Iteration 5F: 3 clusters Score -2492122 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2492819.500000 Penalty: 4889.084473
	Iteration 6F: 3 clusters Score -2492820 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2493621.500000 Penalty: 4889.084473
	Iteration 7F: 3 clusters Score -2493622 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2494452.750000 Penalty: 4889.084473
	Iteration 8F: 3 clusters Score -2494453 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2495207.000000 Penalty: 4889.084473
	Iteration 9Q: 3 clusters Score -2495207 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2495813.000000 Penalty: 4889.084473
	Iteration 10Q: 3 clusters Score -2495813 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2496251.500000 Penalty: 4889.084473
	Iteration 11Q: 3 clusters Score -2496252 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2496523.000000 Penalty: 4889.084473
	Iteration 12Q: 3 clusters Score -2496523 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2496701.000000 Penalty: 4889.084473
	Iteration 13Q: 3 clusters Score -2496701 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2496787.750000 Penalty: 4889.084473
	Iteration 14Q: 3 clusters Score -2496788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2496850.250000 Penalty: 4889.084473
	Iteration 15Q: 3 clusters Score -2496850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2496886.750000 Penalty: 4889.084473
	Iteration 16Q: 3 clusters Score -2496887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2496918.000000 Penalty: 4889.084473
	Iteration 17Q: 3 clusters Score -2496918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2496934.500000 Penalty: 4889.084473
	Iteration 18Q: 3 clusters Score -2496934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2496946.000000 Penalty: 4889.084473
	Iteration 19Q: 3 clusters Score -2496946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2496952.000000 Penalty: 4889.084473
	Iteration 20F: 3 clusters Score -2496952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2496958.500000 Penalty: 4889.084473
	Iteration 21Q: 3 clusters Score -2496958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2496969.250000 Penalty: 4889.084473
	Iteration 22Q: 3 clusters Score -2496969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2496963.750000 Penalty: 4889.084473
	Iteration 23Q: 3 clusters Score -2496964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2496976.000000 Penalty: 4889.084473
	Iteration 24Q: 3 clusters Score -2496976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2496977.750000 Penalty: 4889.084473
	Iteration 25Q: 3 clusters Score -2496978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2496981.000000 Penalty: 4889.084473
	Iteration 26Q: 3 clusters Score -2496981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2496981.250000 Penalty: 4889.084473
	Iteration 27Q: 3 clusters Score -2496981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2496985.250000 Penalty: 4889.084473
	Iteration 28Q: 3 clusters Score -2496985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2496983.500000 Penalty: 4889.084473
	Iteration 29Q: 3 clusters Score -2496984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2496983.250000 Penalty: 4889.084473
	Iteration 30Q: 3 clusters Score -2496983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2496991.500000 Penalty: 4889.084473
	Iteration 31Q: 3 clusters Score -2496992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2496991.500000 Penalty: 4889.084473
	Iteration 32Q: 3 clusters Score -2496992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2496996.000000 Penalty: 4889.084473
	Iteration 33Q: 3 clusters Score -2496996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2496994.250000 Penalty: 4889.084473
	Iteration 34Q: 3 clusters Score -2496994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2496999.500000 Penalty: 4889.084473
	Iteration 35Q: 3 clusters Score -2497000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2497000.500000 Penalty: 4889.084473
	Iteration 36Q: 3 clusters Score -2497000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2496999.500000 Penalty: 4889.084473
	Iteration 37Q: 3 clusters Score -2497000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2497002.250000 Penalty: 4889.084473
	Iteration 38Q: 3 clusters Score -2497002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2496997.500000 Penalty: 4889.084473
	Iteration 39Q: 3 clusters Score -2496998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2496997.500000 Penalty: 4889.084473
	Iteration 40F: 3 clusters Score -2496998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -78141.031250 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -78141.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76498.914062 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -76498.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76669.140625 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -76669.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76742.156250 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -76742.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76804.867188 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -76804.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76836.875000 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -76836.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76851.546875 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76851.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76857.117188 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76857.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76859.179688 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -76859.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76862.351562 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -76862.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76865.414062 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -76865.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76865.414062 Penalty: 3194.709473
	Iteration 10F: 3 clusters Score -76865.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -272582.343750 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -272582.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -269953.718750 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -269953.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -270385.625000 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -270385.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -270505.875000 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -270505.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -270562.750000 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -270562.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -270605.718750 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -270605.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -270635.218750 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -270635.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -270647.625000 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -270647.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -270660.781250 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -270660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -270668.937500 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -270668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -270670.968750 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -270671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -270671.000000 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -270671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -270671.000000 Penalty: 3783.744629
	Iteration 11F: 3 clusters Score -270671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Entering Unmasked Estep 
Score: -1628492.500000 Penalty: 2346.776855
	Iteration 0F: 2 clusters Score -1628492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1618928.125000 Penalty: 4693.553711
	Iteration 0F: 3 clusters Score -1618928 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1621750.875000 Penalty: 4693.553711
	Iteration 1F: 3 clusters Score -1621751 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1622091.500000 Penalty: 4693.553711
	Iteration 2F: 3 clusters Score -1622092 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1622347.500000 Penalty: 4693.553711
	Iteration 3F: 3 clusters Score -1622348 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1622541.125000 Penalty: 4693.553711
	Iteration 4Q: 3 clusters Score -1622541 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1622701.750000 Penalty: 4693.553711
	Iteration 5Q: 3 clusters Score -1622702 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1622850.250000 Penalty: 4693.553711
	Iteration 6Q: 3 clusters Score -1622850 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1622992.625000 Penalty: 4693.553711
	Iteration 7Q: 3 clusters Score -1622993 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1623140.250000 Penalty: 4693.553711
	Iteration 8Q: 3 clusters Score -1623140 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1623267.750000 Penalty: 4693.553711
	Iteration 9Q: 3 clusters Score -1623268 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1623382.375000 Penalty: 4693.553711
	Iteration 10Q: 3 clusters Score -1623382 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1623516.125000 Penalty: 4693.553711
	Iteration 11Q: 3 clusters Score -1623516 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1623638.000000 Penalty: 4693.553711
	Iteration 12Q: 3 clusters Score -1623638 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1623781.500000 Penalty: 4693.553711
	Iteration 13Q: 3 clusters Score -1623782 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1623940.250000 Penalty: 4693.553711
	Iteration 14Q: 3 clusters Score -1623940 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1624099.625000 Penalty: 4693.553711
	Iteration 15Q: 3 clusters Score -1624100 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1624251.750000 Penalty: 4693.553711
	Iteration 16Q: 3 clusters Score -1624252 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1624401.125000 Penalty: 4693.553711
	Iteration 17Q: 3 clusters Score -1624401 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1624552.000000 Penalty: 4693.553711
	Iteration 18Q: 3 clusters Score -1624552 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1624710.750000 Penalty: 4693.553711
	Iteration 19Q: 3 clusters Score -1624711 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1624872.375000 Penalty: 4693.553711
	Iteration 20F: 3 clusters Score -1624872 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1624992.500000 Penalty: 4693.553711
	Iteration 21Q: 3 clusters Score -1624992 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1625093.250000 Penalty: 4693.553711
	Iteration 22Q: 3 clusters Score -1625093 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1625172.250000 Penalty: 4693.553711
	Iteration 23Q: 3 clusters Score -1625172 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1625236.125000 Penalty: 4693.553711
	Iteration 24Q: 3 clusters Score -1625236 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1625302.625000 Penalty: 4693.553711
	Iteration 25Q: 3 clusters Score -1625303 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1625359.375000 Penalty: 4693.553711
	Iteration 26Q: 3 clusters Score -1625359 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1625403.250000 Penalty: 4693.553711
	Iteration 27Q: 3 clusters Score -1625403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1625440.375000 Penalty: 4693.553711
	Iteration 28Q: 3 clusters Score -1625440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1625459.500000 Penalty: 4693.553711
	Iteration 29Q: 3 clusters Score -1625460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1625491.375000 Penalty: 4693.553711
	Iteration 30Q: 3 clusters Score -1625491 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1625511.000000 Penalty: 4693.553711
	Iteration 31Q: 3 clusters Score -1625511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1625528.000000 Penalty: 4693.553711
	Iteration 32Q: 3 clusters Score -1625528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1625553.375000 Penalty: 4693.553711
	Iteration 33Q: 3 clusters Score -1625553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1625570.375000 Penalty: 4693.553711
	Iteration 34Q: 3 clusters Score -1625570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1625591.375000 Penalty: 4693.553711
	Iteration 35Q: 3 clusters Score -1625591 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1625605.750000 Penalty: 4693.553711
	Iteration 36Q: 3 clusters Score -1625606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1625620.250000 Penalty: 4693.553711
	Iteration 37Q: 3 clusters Score -1625620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1625644.250000 Penalty: 4693.553711
	Iteration 38Q: 3 clusters Score -1625644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1625659.750000 Penalty: 4693.553711
	Iteration 39Q: 3 clusters Score -1625660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1625677.875000 Penalty: 4693.553711
	Iteration 40F: 3 clusters Score -1625678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1625700.750000 Penalty: 4693.553711
	Iteration 41Q: 3 clusters Score -1625701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1625718.625000 Penalty: 4693.553711
	Iteration 42Q: 3 clusters Score -1625719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1625739.000000 Penalty: 4693.553711
	Iteration 43Q: 3 clusters Score -1625739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1625757.250000 Penalty: 4693.553711
	Iteration 44Q: 3 clusters Score -1625757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1625781.375000 Penalty: 4693.553711
	Iteration 45Q: 3 clusters Score -1625781 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1625795.750000 Penalty: 4693.553711
	Iteration 46Q: 3 clusters Score -1625796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1625805.250000 Penalty: 4693.553711
	Iteration 47Q: 3 clusters Score -1625805 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1625825.750000 Penalty: 4693.553711
	Iteration 48Q: 3 clusters Score -1625826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1625844.750000 Penalty: 4693.553711
	Iteration 49Q: 3 clusters Score -1625845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1625859.750000 Penalty: 4693.553711
	Iteration 50Q: 3 clusters Score -1625860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1625876.500000 Penalty: 4693.553711
	Iteration 51Q: 3 clusters Score -1625876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1625887.500000 Penalty: 4693.553711
	Iteration 52Q: 3 clusters Score -1625888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1625905.125000 Penalty: 4693.553711
	Iteration 53Q: 3 clusters Score -1625905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1625918.250000 Penalty: 4693.553711
	Iteration 54Q: 3 clusters Score -1625918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1625932.625000 Penalty: 4693.553711
	Iteration 55Q: 3 clusters Score -1625933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1625949.625000 Penalty: 4693.553711
	Iteration 56Q: 3 clusters Score -1625950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1625967.000000 Penalty: 4693.553711
	Iteration 57Q: 3 clusters Score -1625967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1625982.000000 Penalty: 4693.553711
	Iteration 58Q: 3 clusters Score -1625982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1625992.625000 Penalty: 4693.553711
	Iteration 59Q: 3 clusters Score -1625993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1626013.625000 Penalty: 4693.553711
	Iteration 60F: 3 clusters Score -1626014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1626021.000000 Penalty: 4693.553711
	Iteration 61Q: 3 clusters Score -1626021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1626041.500000 Penalty: 4693.553711
	Iteration 62Q: 3 clusters Score -1626042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1626056.375000 Penalty: 4693.553711
	Iteration 63Q: 3 clusters Score -1626056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1626077.875000 Penalty: 4693.553711
	Iteration 64Q: 3 clusters Score -1626078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1626104.875000 Penalty: 4693.553711
	Iteration 65Q: 3 clusters Score -1626105 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1626128.500000 Penalty: 4693.553711
	Iteration 66Q: 3 clusters Score -1626128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1626150.375000 Penalty: 4693.553711
	Iteration 67Q: 3 clusters Score -1626150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1626184.750000 Penalty: 4693.553711
	Iteration 68Q: 3 clusters Score -1626185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1626201.375000 Penalty: 4693.553711
	Iteration 69Q: 3 clusters Score -1626201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1626211.750000 Penalty: 4693.553711
	Iteration 70Q: 3 clusters Score -1626212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1626226.625000 Penalty: 4693.553711
	Iteration 71Q: 3 clusters Score -1626227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1626239.250000 Penalty: 4693.553711
	Iteration 72Q: 3 clusters Score -1626239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1626258.500000 Penalty: 4693.553711
	Iteration 73Q: 3 clusters Score -1626258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1626274.375000 Penalty: 4693.553711
	Iteration 74Q: 3 clusters Score -1626274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1626298.375000 Penalty: 4693.553711
	Iteration 75Q: 3 clusters Score -1626298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1626316.125000 Penalty: 4693.553711
	Iteration 76Q: 3 clusters Score -1626316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1626331.375000 Penalty: 4693.553711
	Iteration 77Q: 3 clusters Score -1626331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1626342.625000 Penalty: 4693.553711
	Iteration 78Q: 3 clusters Score -1626343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1626355.125000 Penalty: 4693.553711
	Iteration 79Q: 3 clusters Score -1626355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1626364.750000 Penalty: 4693.553711
	Iteration 80F: 3 clusters Score -1626365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1626372.875000 Penalty: 4693.553711
	Iteration 81Q: 3 clusters Score -1626373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1626379.625000 Penalty: 4693.553711
	Iteration 82Q: 3 clusters Score -1626380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1626384.125000 Penalty: 4693.553711
	Iteration 83Q: 3 clusters Score -1626384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1626388.250000 Penalty: 4693.553711
	Iteration 84Q: 3 clusters Score -1626388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1626392.875000 Penalty: 4693.553711
	Iteration 85Q: 3 clusters Score -1626393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1626399.000000 Penalty: 4693.553711
	Iteration 86Q: 3 clusters Score -1626399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1626403.000000 Penalty: 4693.553711
	Iteration 87Q: 3 clusters Score -1626403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1626408.250000 Penalty: 4693.553711
	Iteration 88Q: 3 clusters Score -1626408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1626411.875000 Penalty: 4693.553711
	Iteration 89Q: 3 clusters Score -1626412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1626418.375000 Penalty: 4693.553711
	Iteration 90Q: 3 clusters Score -1626418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1626416.375000 Penalty: 4693.553711
	Iteration 91Q: 3 clusters Score -1626416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1626419.625000 Penalty: 4693.553711
	Iteration 92Q: 3 clusters Score -1626420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1626422.250000 Penalty: 4693.553711
	Iteration 93Q: 3 clusters Score -1626422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1626426.500000 Penalty: 4693.553711
	Iteration 94Q: 3 clusters Score -1626426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1626427.625000 Penalty: 4693.553711
	Iteration 95Q: 3 clusters Score -1626428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1626436.875000 Penalty: 4693.553711
	Iteration 96Q: 3 clusters Score -1626437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1626438.125000 Penalty: 4693.553711
	Iteration 97Q: 3 clusters Score -1626438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1626443.375000 Penalty: 4693.553711
	Iteration 98Q: 3 clusters Score -1626443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1626453.375000 Penalty: 4693.553711
	Iteration 99Q: 3 clusters Score -1626453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1626472.250000 Penalty: 4693.553711
	Iteration 100F: 3 clusters Score -1626472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1626475.000000 Penalty: 4693.553711
	Iteration 101Q: 3 clusters Score -1626475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1626482.875000 Penalty: 4693.553711
	Iteration 102Q: 3 clusters Score -1626483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1626485.000000 Penalty: 4693.553711
	Iteration 103Q: 3 clusters Score -1626485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1626489.875000 Penalty: 4693.553711
	Iteration 104Q: 3 clusters Score -1626490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1626491.750000 Penalty: 4693.553711
	Iteration 105Q: 3 clusters Score -1626492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1626494.500000 Penalty: 4693.553711
	Iteration 106Q: 3 clusters Score -1626494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1626497.875000 Penalty: 4693.553711
	Iteration 107Q: 3 clusters Score -1626498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1626500.750000 Penalty: 4693.553711
	Iteration 108Q: 3 clusters Score -1626501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1626501.500000 Penalty: 4693.553711
	Iteration 109Q: 3 clusters Score -1626502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1626503.000000 Penalty: 4693.553711
	Iteration 110Q: 3 clusters Score -1626503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1626503.500000 Penalty: 4693.553711
	Iteration 111Q: 3 clusters Score -1626504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1626505.875000 Penalty: 4693.553711
	Iteration 112Q: 3 clusters Score -1626506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1626505.875000 Penalty: 4693.553711
	Iteration 113F: 3 clusters Score -1626506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Entering Unmasked Estep 
Score: -933547.500000 Penalty: 2204.548340
	Iteration 0F: 2 clusters Score -933547.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -927605.937500 Penalty: 4409.096680
	Iteration 0F: 3 clusters Score -927605.9 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -929275.250000 Penalty: 4409.096680
	Iteration 1F: 3 clusters Score -929275.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -929591.250000 Penalty: 4409.096680
	Iteration 2F: 3 clusters Score -929591.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -929880.875000 Penalty: 4409.096680
	Iteration 3F: 3 clusters Score -929880.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -930119.937500 Penalty: 4409.096680
	Iteration 4F: 3 clusters Score -930119.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -930328.187500 Penalty: 4409.096680
	Iteration 5Q: 3 clusters Score -930328.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -930515.500000 Penalty: 4409.096680
	Iteration 6Q: 3 clusters Score -930515.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -930679.812500 Penalty: 4409.096680
	Iteration 7Q: 3 clusters Score -930679.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -930851.625000 Penalty: 4409.096680
	Iteration 8Q: 3 clusters Score -930851.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -931034.812500 Penalty: 4409.096680
	Iteration 9Q: 3 clusters Score -931034.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -931186.937500 Penalty: 4409.096680
	Iteration 10Q: 3 clusters Score -931186.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -931324.125000 Penalty: 4409.096680
	Iteration 11Q: 3 clusters Score -931324.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -931437.687500 Penalty: 4409.096680
	Iteration 12Q: 3 clusters Score -931437.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -931537.500000 Penalty: 4409.096680
	Iteration 13Q: 3 clusters Score -931537.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -931630.000000 Penalty: 4409.096680
	Iteration 14Q: 3 clusters Score -931630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -931705.562500 Penalty: 4409.096680
	Iteration 15Q: 3 clusters Score -931705.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -931782.250000 Penalty: 4409.096680
	Iteration 16Q: 3 clusters Score -931782.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -931856.937500 Penalty: 4409.096680
	Iteration 17Q: 3 clusters Score -931856.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -931903.875000 Penalty: 4409.096680
	Iteration 18Q: 3 clusters Score -931903.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -931952.875000 Penalty: 4409.096680
	Iteration 19Q: 3 clusters Score -931952.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -931995.750000 Penalty: 4409.096680
	Iteration 20F: 3 clusters Score -931995.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -932044.312500 Penalty: 4409.096680
	Iteration 21Q: 3 clusters Score -932044.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -932078.437500 Penalty: 4409.096680
	Iteration 22Q: 3 clusters Score -932078.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -932100.375000 Penalty: 4409.096680
	Iteration 23Q: 3 clusters Score -932100.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -932117.937500 Penalty: 4409.096680
	Iteration 24Q: 3 clusters Score -932117.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -932134.500000 Penalty: 4409.096680
	Iteration 25Q: 3 clusters Score -932134.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -932137.625000 Penalty: 4409.096680
	Iteration 26Q: 3 clusters Score -932137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -932140.937500 Penalty: 4409.096680
	Iteration 27Q: 3 clusters Score -932140.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -932148.500000 Penalty: 4409.096680
	Iteration 28Q: 3 clusters Score -932148.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -932150.187500 Penalty: 4409.096680
	Iteration 29Q: 3 clusters Score -932150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -932153.500000 Penalty: 4409.096680
	Iteration 30Q: 3 clusters Score -932153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -932154.250000 Penalty: 4409.096680
	Iteration 31Q: 3 clusters Score -932154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -932160.937500 Penalty: 4409.096680
	Iteration 32Q: 3 clusters Score -932160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -932165.750000 Penalty: 4409.096680
	Iteration 33Q: 3 clusters Score -932165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -932170.125000 Penalty: 4409.096680
	Iteration 34Q: 3 clusters Score -932170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -932176.312500 Penalty: 4409.096680
	Iteration 35Q: 3 clusters Score -932176.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -932176.625000 Penalty: 4409.096680
	Iteration 36Q: 3 clusters Score -932176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -932180.375000 Penalty: 4409.096680
	Iteration 37Q: 3 clusters Score -932180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -932182.125000 Penalty: 4409.096680
	Iteration 38Q: 3 clusters Score -932182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -932180.812500 Penalty: 4409.096680
	Iteration 39Q: 3 clusters Score -932180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -932182.750000 Penalty: 4409.096680
	Iteration 40F: 3 clusters Score -932182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -932181.687500 Penalty: 4409.096680
	Iteration 41Q: 3 clusters Score -932181.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -932181.687500 Penalty: 4409.096680
	Iteration 42F: 3 clusters Score -932181.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Entering Unmasked Estep 
Score: -6252303.500000 Penalty: 2669.427734
	Iteration 0F: 2 clusters Score -6252304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -6220553.000000 Penalty: 5338.855469
	Iteration 0F: 3 clusters Score -6220553 nChanged 21728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -6232409.000000 Penalty: 5338.855469
	Iteration 1F: 3 clusters Score -6232409 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -6233027.000000 Penalty: 5338.855469
	Iteration 2Q: 3 clusters Score -6233027 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -6233736.000000 Penalty: 5338.855469
	Iteration 3Q: 3 clusters Score -6233736 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -6234665.500000 Penalty: 5338.855469
	Iteration 4Q: 3 clusters Score -6234666 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -6236027.000000 Penalty: 5338.855469
	Iteration 5F: 3 clusters Score -6236027 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -6237958.000000 Penalty: 5338.855469
	Iteration 6F: 3 clusters Score -6237958 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6240609.000000 Penalty: 5338.855469
	Iteration 7F: 3 clusters Score -6240609 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -6243429.000000 Penalty: 5338.855469
	Iteration 8F: 3 clusters Score -6243429 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -6245798.000000 Penalty: 5338.855469
	Iteration 9F: 3 clusters Score -6245798 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6247384.500000 Penalty: 5338.855469
	Iteration 10Q: 3 clusters Score -6247384 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6248342.500000 Penalty: 5338.855469
	Iteration 11Q: 3 clusters Score -6248342 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6248897.500000 Penalty: 5338.855469
	Iteration 12Q: 3 clusters Score -6248898 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6249256.500000 Penalty: 5338.855469
	Iteration 13Q: 3 clusters Score -6249256 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6249512.500000 Penalty: 5338.855469
	Iteration 14Q: 3 clusters Score -6249512 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6249695.500000 Penalty: 5338.855469
	Iteration 15Q: 3 clusters Score -6249696 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6249835.000000 Penalty: 5338.855469
	Iteration 16Q: 3 clusters Score -6249835 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6249951.000000 Penalty: 5338.855469
	Iteration 17Q: 3 clusters Score -6249951 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6250012.000000 Penalty: 5338.855469
	Iteration 18Q: 3 clusters Score -6250012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6250087.000000 Penalty: 5338.855469
	Iteration 19Q: 3 clusters Score -6250087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6250127.000000 Penalty: 5338.855469
	Iteration 20F: 3 clusters Score -6250127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6250150.000000 Penalty: 5338.855469
	Iteration 21Q: 3 clusters Score -6250150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6250170.000000 Penalty: 5338.855469
	Iteration 22Q: 3 clusters Score -6250170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6250185.000000 Penalty: 5338.855469
	Iteration 23Q: 3 clusters Score -6250185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6250209.500000 Penalty: 5338.855469
	Iteration 24Q: 3 clusters Score -6250210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6250214.500000 Penalty: 5338.855469
	Iteration 25Q: 3 clusters Score -6250214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6250222.500000 Penalty: 5338.855469
	Iteration 26Q: 3 clusters Score -6250222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6250228.000000 Penalty: 5338.855469
	Iteration 27Q: 3 clusters Score -6250228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6250232.000000 Penalty: 5338.855469
	Iteration 28Q: 3 clusters Score -6250232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6250250.500000 Penalty: 5338.855469
	Iteration 29Q: 3 clusters Score -6250250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6250249.500000 Penalty: 5338.855469
	Iteration 30Q: 3 clusters Score -6250250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6250246.000000 Penalty: 5338.855469
	Iteration 31Q: 3 clusters Score -6250246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6250244.500000 Penalty: 5338.855469
	Iteration 32Q: 3 clusters Score -6250244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6250249.000000 Penalty: 5338.855469
	Iteration 33Q: 3 clusters Score -6250249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6250260.500000 Penalty: 5338.855469
	Iteration 34Q: 3 clusters Score -6250260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6250258.000000 Penalty: 5338.855469
	Iteration 35Q: 3 clusters Score -6250258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6250262.000000 Penalty: 5338.855469
	Iteration 36Q: 3 clusters Score -6250262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6250269.000000 Penalty: 5338.855469
	Iteration 37Q: 3 clusters Score -6250269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6250279.000000 Penalty: 5338.855469
	Iteration 38Q: 3 clusters Score -6250279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6250289.500000 Penalty: 5338.855469
	Iteration 39Q: 3 clusters Score -6250290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6250291.000000 Penalty: 5338.855469
	Iteration 40F: 3 clusters Score -6250291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6250297.500000 Penalty: 5338.855469
	Iteration 41Q: 3 clusters Score -6250298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6250298.500000 Penalty: 5338.855469
	Iteration 42Q: 3 clusters Score -6250298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6250297.500000 Penalty: 5338.855469
	Iteration 43Q: 3 clusters Score -6250298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6250300.500000 Penalty: 5338.855469
	Iteration 44Q: 3 clusters Score -6250300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6250302.000000 Penalty: 5338.855469
	Iteration 45Q: 3 clusters Score -6250302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6250300.000000 Penalty: 5338.855469
	Iteration 46Q: 3 clusters Score -6250300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6250294.500000 Penalty: 5338.855469
	Iteration 47Q: 3 clusters Score -6250294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6250298.500000 Penalty: 5338.855469
	Iteration 48Q: 3 clusters Score -6250298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6250298.500000 Penalty: 5338.855469
	Iteration 49F: 3 clusters Score -6250298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Entering Unmasked Estep 
Score: -5424777.500000 Penalty: 2637.912598
	Iteration 0F: 2 clusters Score -5424778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -5396655.000000 Penalty: 5275.825195
	Iteration 0F: 3 clusters Score -5396655 nChanged 19121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -5407143.500000 Penalty: 5275.825195
	Iteration 1F: 3 clusters Score -5407144 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -5407632.000000 Penalty: 5275.825195
	Iteration 2Q: 3 clusters Score -5407632 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5408057.000000 Penalty: 5275.825195
	Iteration 3Q: 3 clusters Score -5408057 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5408425.000000 Penalty: 5275.825195
	Iteration 4Q: 3 clusters Score -5408425 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -5408754.000000 Penalty: 5275.825195
	Iteration 5Q: 3 clusters Score -5408754 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -5409002.000000 Penalty: 5275.825195
	Iteration 6Q: 3 clusters Score -5409002 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -5409268.000000 Penalty: 5275.825195
	Iteration 7Q: 3 clusters Score -5409268 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5409530.500000 Penalty: 5275.825195
	Iteration 8Q: 3 clusters Score -5409530 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -5409767.000000 Penalty: 5275.825195
	Iteration 9Q: 3 clusters Score -5409767 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5410074.000000 Penalty: 5275.825195
	Iteration 10Q: 3 clusters Score -5410074 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -5410359.500000 Penalty: 5275.825195
	Iteration 11Q: 3 clusters Score -5410360 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -5410717.000000 Penalty: 5275.825195
	Iteration 12Q: 3 clusters Score -5410717 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -5411223.500000 Penalty: 5275.825195
	Iteration 13Q: 3 clusters Score -5411224 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5411920.500000 Penalty: 5275.825195
	Iteration 14Q: 3 clusters Score -5411920 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5412839.500000 Penalty: 5275.825195
	Iteration 15Q: 3 clusters Score -5412840 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5413981.500000 Penalty: 5275.825195
	Iteration 16Q: 3 clusters Score -5413982 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -5415256.500000 Penalty: 5275.825195
	Iteration 17Q: 3 clusters Score -5415256 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -5416352.000000 Penalty: 5275.825195
	Iteration 18Q: 3 clusters Score -5416352 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5417317.500000 Penalty: 5275.825195
	Iteration 19Q: 3 clusters Score -5417318 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -5418090.000000 Penalty: 5275.825195
	Iteration 20F: 3 clusters Score -5418090 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -5418656.000000 Penalty: 5275.825195
	Iteration 21Q: 3 clusters Score -5418656 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -5419159.000000 Penalty: 5275.825195
	Iteration 22Q: 3 clusters Score -5419159 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -5419647.500000 Penalty: 5275.825195
	Iteration 23Q: 3 clusters Score -5419648 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -5420082.000000 Penalty: 5275.825195
	Iteration 24Q: 3 clusters Score -5420082 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -5420561.000000 Penalty: 5275.825195
	Iteration 25Q: 3 clusters Score -5420561 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5421011.500000 Penalty: 5275.825195
	Iteration 26Q: 3 clusters Score -5421012 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5421458.000000 Penalty: 5275.825195
	Iteration 27Q: 3 clusters Score -5421458 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5421803.000000 Penalty: 5275.825195
	Iteration 28Q: 3 clusters Score -5421803 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5422025.500000 Penalty: 5275.825195
	Iteration 29Q: 3 clusters Score -5422026 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5422215.000000 Penalty: 5275.825195
	Iteration 30Q: 3 clusters Score -5422215 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5422364.500000 Penalty: 5275.825195
	Iteration 31Q: 3 clusters Score -5422364 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5422474.500000 Penalty: 5275.825195
	Iteration 32Q: 3 clusters Score -5422474 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5422556.000000 Penalty: 5275.825195
	Iteration 33Q: 3 clusters Score -5422556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5422629.000000 Penalty: 5275.825195
	Iteration 34Q: 3 clusters Score -5422629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5422656.500000 Penalty: 5275.825195
	Iteration 35Q: 3 clusters Score -5422656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5422719.500000 Penalty: 5275.825195
	Iteration 36Q: 3 clusters Score -5422720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5422746.500000 Penalty: 5275.825195
	Iteration 37Q: 3 clusters Score -5422746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5422774.500000 Penalty: 5275.825195
	Iteration 38Q: 3 clusters Score -5422774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5422791.500000 Penalty: 5275.825195
	Iteration 39Q: 3 clusters Score -5422792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5422807.500000 Penalty: 5275.825195
	Iteration 40F: 3 clusters Score -5422808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5422813.500000 Penalty: 5275.825195
	Iteration 41Q: 3 clusters Score -5422814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5422840.000000 Penalty: 5275.825195
	Iteration 42Q: 3 clusters Score -5422840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5422850.000000 Penalty: 5275.825195
	Iteration 43Q: 3 clusters Score -5422850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5422863.000000 Penalty: 5275.825195
	Iteration 44Q: 3 clusters Score -5422863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5422871.000000 Penalty: 5275.825195
	Iteration 45Q: 3 clusters Score -5422871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5422877.000000 Penalty: 5275.825195
	Iteration 46Q: 3 clusters Score -5422877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5422876.000000 Penalty: 5275.825195
	Iteration 47Q: 3 clusters Score -5422876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5422871.500000 Penalty: 5275.825195
	Iteration 48Q: 3 clusters Score -5422872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5422870.500000 Penalty: 5275.825195
	Iteration 49Q: 3 clusters Score -5422870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5422873.500000 Penalty: 5275.825195
	Iteration 50Q: 3 clusters Score -5422874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5422874.000000 Penalty: 5275.825195
	Iteration 51Q: 3 clusters Score -5422874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5422875.500000 Penalty: 5275.825195
	Iteration 52Q: 3 clusters Score -5422876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5422876.000000 Penalty: 5275.825195
	Iteration 53Q: 3 clusters Score -5422876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5422876.500000 Penalty: 5275.825195
	Iteration 54Q: 3 clusters Score -5422876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5422882.500000 Penalty: 5275.825195
	Iteration 55Q: 3 clusters Score -5422882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5422882.000000 Penalty: 5275.825195
	Iteration 56Q: 3 clusters Score -5422882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5422882.000000 Penalty: 5275.825195
	Iteration 57Q: 3 clusters Score -5422882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5422882.500000 Penalty: 5275.825195
	Iteration 58Q: 3 clusters Score -5422882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5422893.500000 Penalty: 5275.825195
	Iteration 59Q: 3 clusters Score -5422894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5422889.500000 Penalty: 5275.825195
	Iteration 60F: 3 clusters Score -5422890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5422892.000000 Penalty: 5275.825195
	Iteration 61Q: 3 clusters Score -5422892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5422891.500000 Penalty: 5275.825195
	Iteration 62Q: 3 clusters Score -5422892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5422885.500000 Penalty: 5275.825195
	Iteration 63Q: 3 clusters Score -5422886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5422892.500000 Penalty: 5275.825195
	Iteration 64Q: 3 clusters Score -5422892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5422894.000000 Penalty: 5275.825195
	Iteration 65Q: 3 clusters Score -5422894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5422894.000000 Penalty: 5275.825195
	Iteration 66F: 3 clusters Score -5422894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -97672.070312 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -97672.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95895.585938 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -95895.59 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96139.921875 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -96139.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96215.445312 Penalty: 3319.888428
	Iteration 2Q: 3 clusters Score -96215.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96270.523438 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -96270.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96318.187500 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -96318.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96354.117188 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -96354.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96373.554688 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -96373.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96385.695312 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -96385.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96396.320312 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -96396.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96400.367188 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -96400.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96404.007812 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -96404.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96406.437500 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -96406.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96406.437500 Penalty: 3319.888428
	Iteration 12F: 3 clusters Score -96406.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Entering Unmasked Estep 
Score: -1116782.000000 Penalty: 2256.514893
	Iteration 0F: 2 clusters Score -1116782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1109753.125000 Penalty: 4513.029785
	Iteration 0F: 3 clusters Score -1109753 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1111690.375000 Penalty: 4513.029785
	Iteration 1F: 3 clusters Score -1111690 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1112002.625000 Penalty: 4513.029785
	Iteration 2F: 3 clusters Score -1112003 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1112201.875000 Penalty: 4513.029785
	Iteration 3F: 3 clusters Score -1112202 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1112340.000000 Penalty: 4513.029785
	Iteration 4Q: 3 clusters Score -1112340 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1112442.375000 Penalty: 4513.029785
	Iteration 5Q: 3 clusters Score -1112442 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1112525.750000 Penalty: 4513.029785
	Iteration 6Q: 3 clusters Score -1112526 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1112584.500000 Penalty: 4513.029785
	Iteration 7Q: 3 clusters Score -1112584 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1112634.500000 Penalty: 4513.029785
	Iteration 8Q: 3 clusters Score -1112634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1112672.875000 Penalty: 4513.029785
	Iteration 9Q: 3 clusters Score -1112673 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1112710.625000 Penalty: 4513.029785
	Iteration 10Q: 3 clusters Score -1112711 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1112750.250000 Penalty: 4513.029785
	Iteration 11Q: 3 clusters Score -1112750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1112784.375000 Penalty: 4513.029785
	Iteration 12Q: 3 clusters Score -1112784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1112821.375000 Penalty: 4513.029785
	Iteration 13Q: 3 clusters Score -1112821 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1112861.500000 Penalty: 4513.029785
	Iteration 14Q: 3 clusters Score -1112862 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1112912.625000 Penalty: 4513.029785
	Iteration 15Q: 3 clusters Score -1112913 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1112954.875000 Penalty: 4513.029785
	Iteration 16Q: 3 clusters Score -1112955 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1113002.250000 Penalty: 4513.029785
	Iteration 17Q: 3 clusters Score -1113002 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1113062.000000 Penalty: 4513.029785
	Iteration 18Q: 3 clusters Score -1113062 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1113128.750000 Penalty: 4513.029785
	Iteration 19Q: 3 clusters Score -1113129 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1113213.375000 Penalty: 4513.029785
	Iteration 20F: 3 clusters Score -1113213 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1113317.125000 Penalty: 4513.029785
	Iteration 21Q: 3 clusters Score -1113317 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1113425.750000 Penalty: 4513.029785
	Iteration 22Q: 3 clusters Score -1113426 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1113548.875000 Penalty: 4513.029785
	Iteration 23Q: 3 clusters Score -1113549 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1113659.625000 Penalty: 4513.029785
	Iteration 24Q: 3 clusters Score -1113660 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1113778.125000 Penalty: 4513.029785
	Iteration 25Q: 3 clusters Score -1113778 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1113892.250000 Penalty: 4513.029785
	Iteration 26Q: 3 clusters Score -1113892 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1114013.750000 Penalty: 4513.029785
	Iteration 27Q: 3 clusters Score -1114014 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1114132.250000 Penalty: 4513.029785
	Iteration 28Q: 3 clusters Score -1114132 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1114250.750000 Penalty: 4513.029785
	Iteration 29Q: 3 clusters Score -1114251 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1114375.750000 Penalty: 4513.029785
	Iteration 30Q: 3 clusters Score -1114376 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1114483.625000 Penalty: 4513.029785
	Iteration 31Q: 3 clusters Score -1114484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1114570.125000 Penalty: 4513.029785
	Iteration 32Q: 3 clusters Score -1114570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1114643.000000 Penalty: 4513.029785
	Iteration 33Q: 3 clusters Score -1114643 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1114711.875000 Penalty: 4513.029785
	Iteration 34Q: 3 clusters Score -1114712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1114757.125000 Penalty: 4513.029785
	Iteration 35Q: 3 clusters Score -1114757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1114797.500000 Penalty: 4513.029785
	Iteration 36Q: 3 clusters Score -1114798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1114835.250000 Penalty: 4513.029785
	Iteration 37Q: 3 clusters Score -1114835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1114871.875000 Penalty: 4513.029785
	Iteration 38Q: 3 clusters Score -1114872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1114888.625000 Penalty: 4513.029785
	Iteration 39Q: 3 clusters Score -1114889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1114897.500000 Penalty: 4513.029785
	Iteration 40F: 3 clusters Score -1114898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1114902.875000 Penalty: 4513.029785
	Iteration 41Q: 3 clusters Score -1114903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1114907.625000 Penalty: 4513.029785
	Iteration 42Q: 3 clusters Score -1114908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1114909.375000 Penalty: 4513.029785
	Iteration 43Q: 3 clusters Score -1114909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1114910.750000 Penalty: 4513.029785
	Iteration 44Q: 3 clusters Score -1114911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1114917.000000 Penalty: 4513.029785
	Iteration 45Q: 3 clusters Score -1114917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1114916.750000 Penalty: 4513.029785
	Iteration 46Q: 3 clusters Score -1114917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1114915.875000 Penalty: 4513.029785
	Iteration 47Q: 3 clusters Score -1114916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1114918.000000 Penalty: 4513.029785
	Iteration 48Q: 3 clusters Score -1114918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1114920.250000 Penalty: 4513.029785
	Iteration 49Q: 3 clusters Score -1114920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1114922.000000 Penalty: 4513.029785
	Iteration 50Q: 3 clusters Score -1114922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1114923.875000 Penalty: 4513.029785
	Iteration 51Q: 3 clusters Score -1114924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1114927.250000 Penalty: 4513.029785
	Iteration 52Q: 3 clusters Score -1114927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1114932.000000 Penalty: 4513.029785
	Iteration 53Q: 3 clusters Score -1114932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1114933.625000 Penalty: 4513.029785
	Iteration 54Q: 3 clusters Score -1114934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1114937.375000 Penalty: 4513.029785
	Iteration 55Q: 3 clusters Score -1114937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1114938.000000 Penalty: 4513.029785
	Iteration 56Q: 3 clusters Score -1114938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1114938.000000 Penalty: 4513.029785
	Iteration 57F: 3 clusters Score -1114938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -821959.062500 Penalty: 2183.323730
	Iteration 0F: 2 clusters Score -821959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -816510.937500 Penalty: 4366.647461
	Iteration 0F: 3 clusters Score -816510.9 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -818088.625000 Penalty: 4366.647461
	Iteration 1F: 3 clusters Score -818088.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -818365.437500 Penalty: 4366.647461
	Iteration 2F: 3 clusters Score -818365.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -818536.500000 Penalty: 4366.647461
	Iteration 3F: 3 clusters Score -818536.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -818657.375000 Penalty: 4366.647461
	Iteration 4Q: 3 clusters Score -818657.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -818763.375000 Penalty: 4366.647461
	Iteration 5Q: 3 clusters Score -818763.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -818867.437500 Penalty: 4366.647461
	Iteration 6Q: 3 clusters Score -818867.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -818960.062500 Penalty: 4366.647461
	Iteration 7Q: 3 clusters Score -818960.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -819039.500000 Penalty: 4366.647461
	Iteration 8Q: 3 clusters Score -819039.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -819104.312500 Penalty: 4366.647461
	Iteration 9Q: 3 clusters Score -819104.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -819172.812500 Penalty: 4366.647461
	Iteration 10Q: 3 clusters Score -819172.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -819258.000000 Penalty: 4366.647461
	Iteration 11Q: 3 clusters Score -819258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -819364.812500 Penalty: 4366.647461
	Iteration 12Q: 3 clusters Score -819364.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -819455.875000 Penalty: 4366.647461
	Iteration 13Q: 3 clusters Score -819455.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -819544.375000 Penalty: 4366.647461
	Iteration 14Q: 3 clusters Score -819544.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -819642.125000 Penalty: 4366.647461
	Iteration 15Q: 3 clusters Score -819642.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -819735.125000 Penalty: 4366.647461
	Iteration 16Q: 3 clusters Score -819735.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -819814.500000 Penalty: 4366.647461
	Iteration 17Q: 3 clusters Score -819814.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -819910.062500 Penalty: 4366.647461
	Iteration 18Q: 3 clusters Score -819910.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -820009.000000 Penalty: 4366.647461
	Iteration 19Q: 3 clusters Score -820009 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -820106.937500 Penalty: 4366.647461
	Iteration 20F: 3 clusters Score -820106.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -820197.062500 Penalty: 4366.647461
	Iteration 21Q: 3 clusters Score -820197.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -820291.375000 Penalty: 4366.647461
	Iteration 22Q: 3 clusters Score -820291.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -820378.875000 Penalty: 4366.647461
	Iteration 23Q: 3 clusters Score -820378.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -820450.625000 Penalty: 4366.647461
	Iteration 24Q: 3 clusters Score -820450.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -820520.375000 Penalty: 4366.647461
	Iteration 25Q: 3 clusters Score -820520.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -820577.125000 Penalty: 4366.647461
	Iteration 26Q: 3 clusters Score -820577.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -820614.375000 Penalty: 4366.647461
	Iteration 27Q: 3 clusters Score -820614.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -820643.000000 Penalty: 4366.647461
	Iteration 28Q: 3 clusters Score -820643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -820671.250000 Penalty: 4366.647461
	Iteration 29Q: 3 clusters Score -820671.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -820698.437500 Penalty: 4366.647461
	Iteration 30Q: 3 clusters Score -820698.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -820713.812500 Penalty: 4366.647461
	Iteration 31Q: 3 clusters Score -820713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -820733.187500 Penalty: 4366.647461
	Iteration 32Q: 3 clusters Score -820733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -820747.812500 Penalty: 4366.647461
	Iteration 33Q: 3 clusters Score -820747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -820753.562500 Penalty: 4366.647461
	Iteration 34Q: 3 clusters Score -820753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -820756.687500 Penalty: 4366.647461
	Iteration 35Q: 3 clusters Score -820756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -820757.125000 Penalty: 4366.647461
	Iteration 36Q: 3 clusters Score -820757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -820757.500000 Penalty: 4366.647461
	Iteration 37Q: 3 clusters Score -820757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -820758.375000 Penalty: 4366.647461
	Iteration 38Q: 3 clusters Score -820758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -820759.937500 Penalty: 4366.647461
	Iteration 39Q: 3 clusters Score -820759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -820766.250000 Penalty: 4366.647461
	Iteration 40F: 3 clusters Score -820766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -820777.062500 Penalty: 4366.647461
	Iteration 41Q: 3 clusters Score -820777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -820780.062500 Penalty: 4366.647461
	Iteration 42Q: 3 clusters Score -820780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -820780.125000 Penalty: 4366.647461
	Iteration 43Q: 3 clusters Score -820780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -820782.375000 Penalty: 4366.647461
	Iteration 44Q: 3 clusters Score -820782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -820784.062500 Penalty: 4366.647461
	Iteration 45Q: 3 clusters Score -820784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -820786.187500 Penalty: 4366.647461
	Iteration 46Q: 3 clusters Score -820786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -820786.250000 Penalty: 4366.647461
	Iteration 47Q: 3 clusters Score -820786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -820786.562500 Penalty: 4366.647461
	Iteration 48Q: 3 clusters Score -820786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -820787.437500 Penalty: 4366.647461
	Iteration 49Q: 3 clusters Score -820787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -820787.187500 Penalty: 4366.647461
	Iteration 50Q: 3 clusters Score -820787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -820788.687500 Penalty: 4366.647461
	Iteration 51Q: 3 clusters Score -820788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -820792.937500 Penalty: 4366.647461
	Iteration 52Q: 3 clusters Score -820792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -820792.562500 Penalty: 4366.647461
	Iteration 53Q: 3 clusters Score -820792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -820797.562500 Penalty: 4366.647461
	Iteration 54Q: 3 clusters Score -820797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -820807.375000 Penalty: 4366.647461
	Iteration 55Q: 3 clusters Score -820807.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -820825.187500 Penalty: 4366.647461
	Iteration 56Q: 3 clusters Score -820825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -820839.500000 Penalty: 4366.647461
	Iteration 57Q: 3 clusters Score -820839.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -820851.000000 Penalty: 4366.647461
	Iteration 58Q: 3 clusters Score -820851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -820865.437500 Penalty: 4366.647461
	Iteration 59Q: 3 clusters Score -820865.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -820888.000000 Penalty: 4366.647461
	Iteration 60F: 3 clusters Score -820888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -820917.500000 Penalty: 4366.647461
	Iteration 61Q: 3 clusters Score -820917.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -820963.750000 Penalty: 4366.647461
	Iteration 62Q: 3 clusters Score -820963.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -821022.000000 Penalty: 4366.647461
	Iteration 63Q: 3 clusters Score -821022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -821052.937500 Penalty: 4366.647461
	Iteration 64Q: 3 clusters Score -821052.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -821075.375000 Penalty: 4366.647461
	Iteration 65Q: 3 clusters Score -821075.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -821088.937500 Penalty: 4366.647461
	Iteration 66Q: 3 clusters Score -821088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -821097.687500 Penalty: 4366.647461
	Iteration 67Q: 3 clusters Score -821097.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -821098.250000 Penalty: 4366.647461
	Iteration 68Q: 3 clusters Score -821098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -821098.500000 Penalty: 4366.647461
	Iteration 69F: 3 clusters Score -821098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -821100.625000 Penalty: 4366.647461
	Iteration 70Q: 3 clusters Score -821100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -821101.437500 Penalty: 4366.647461
	Iteration 71Q: 3 clusters Score -821101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -821102.250000 Penalty: 4366.647461
	Iteration 72Q: 3 clusters Score -821102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -821102.250000 Penalty: 4366.647461
	Iteration 73F: 3 clusters Score -821102.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -21284.126953 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -21284.13 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 100 members 
Entering Unmasked Estep 
Score: -20199.835938 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -20199.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20305.832031 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -20305.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20319.556641 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -20319.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20331.099609 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -20331.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20331.099609 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -20331.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -449945.937500 Penalty: 2025.291992
	Iteration 0F: 2 clusters Score -449945.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -446370.593750 Penalty: 4050.583984
	Iteration 0F: 3 clusters Score -446370.6 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -447108.500000 Penalty: 4050.583984
	Iteration 1F: 3 clusters Score -447108.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -447273.218750 Penalty: 4050.583984
	Iteration 2F: 3 clusters Score -447273.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -447360.968750 Penalty: 4050.583984
	Iteration 3Q: 3 clusters Score -447361 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -447413.687500 Penalty: 4050.583984
	Iteration 4Q: 3 clusters Score -447413.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -447465.250000 Penalty: 4050.583984
	Iteration 5Q: 3 clusters Score -447465.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -447505.531250 Penalty: 4050.583984
	Iteration 6Q: 3 clusters Score -447505.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -447535.312500 Penalty: 4050.583984
	Iteration 7Q: 3 clusters Score -447535.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -447555.187500 Penalty: 4050.583984
	Iteration 8Q: 3 clusters Score -447555.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -447572.593750 Penalty: 4050.583984
	Iteration 9Q: 3 clusters Score -447572.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -447595.000000 Penalty: 4050.583984
	Iteration 10Q: 3 clusters Score -447595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -447612.718750 Penalty: 4050.583984
	Iteration 11Q: 3 clusters Score -447612.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -447629.406250 Penalty: 4050.583984
	Iteration 12Q: 3 clusters Score -447629.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -447644.843750 Penalty: 4050.583984
	Iteration 13Q: 3 clusters Score -447644.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -447653.687500 Penalty: 4050.583984
	Iteration 14Q: 3 clusters Score -447653.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -447661.687500 Penalty: 4050.583984
	Iteration 15Q: 3 clusters Score -447661.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -447669.781250 Penalty: 4050.583984
	Iteration 16Q: 3 clusters Score -447669.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -447675.968750 Penalty: 4050.583984
	Iteration 17Q: 3 clusters Score -447676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -447680.687500 Penalty: 4050.583984
	Iteration 18Q: 3 clusters Score -447680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -447683.625000 Penalty: 4050.583984
	Iteration 19Q: 3 clusters Score -447683.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -447686.187500 Penalty: 4050.583984
	Iteration 20F: 3 clusters Score -447686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -447687.406250 Penalty: 4050.583984
	Iteration 21Q: 3 clusters Score -447687.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -447689.625000 Penalty: 4050.583984
	Iteration 22Q: 3 clusters Score -447689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -447690.062500 Penalty: 4050.583984
	Iteration 23Q: 3 clusters Score -447690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -447693.093750 Penalty: 4050.583984
	Iteration 24Q: 3 clusters Score -447693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -447695.937500 Penalty: 4050.583984
	Iteration 25Q: 3 clusters Score -447695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -447697.531250 Penalty: 4050.583984
	Iteration 26Q: 3 clusters Score -447697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -447699.687500 Penalty: 4050.583984
	Iteration 27Q: 3 clusters Score -447699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -447700.406250 Penalty: 4050.583984
	Iteration 28Q: 3 clusters Score -447700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -447700.250000 Penalty: 4050.583984
	Iteration 29Q: 3 clusters Score -447700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -447700.250000 Penalty: 4050.583984
	Iteration 30F: 3 clusters Score -447700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -906535.187500 Penalty: 2214.795410
	Iteration 0F: 2 clusters Score -906535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -900398.937500 Penalty: 4429.590820
	Iteration 0F: 3 clusters Score -900398.9 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -902075.437500 Penalty: 4429.590820
	Iteration 1F: 3 clusters Score -902075.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -902395.125000 Penalty: 4429.590820
	Iteration 2F: 3 clusters Score -902395.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -902609.500000 Penalty: 4429.590820
	Iteration 3F: 3 clusters Score -902609.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -902797.875000 Penalty: 4429.590820
	Iteration 4Q: 3 clusters Score -902797.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -902951.687500 Penalty: 4429.590820
	Iteration 5Q: 3 clusters Score -902951.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -903102.937500 Penalty: 4429.590820
	Iteration 6Q: 3 clusters Score -903102.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -903259.687500 Penalty: 4429.590820
	Iteration 7Q: 3 clusters Score -903259.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -903416.562500 Penalty: 4429.590820
	Iteration 8Q: 3 clusters Score -903416.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -903549.500000 Penalty: 4429.590820
	Iteration 9Q: 3 clusters Score -903549.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -903673.937500 Penalty: 4429.590820
	Iteration 10Q: 3 clusters Score -903673.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -903771.250000 Penalty: 4429.590820
	Iteration 11Q: 3 clusters Score -903771.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -903861.062500 Penalty: 4429.590820
	Iteration 12Q: 3 clusters Score -903861.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -903941.375000 Penalty: 4429.590820
	Iteration 13Q: 3 clusters Score -903941.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -904028.437500 Penalty: 4429.590820
	Iteration 14Q: 3 clusters Score -904028.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -904099.375000 Penalty: 4429.590820
	Iteration 15Q: 3 clusters Score -904099.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -904152.937500 Penalty: 4429.590820
	Iteration 16Q: 3 clusters Score -904152.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -904211.625000 Penalty: 4429.590820
	Iteration 17Q: 3 clusters Score -904211.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -904264.312500 Penalty: 4429.590820
	Iteration 18Q: 3 clusters Score -904264.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -904315.250000 Penalty: 4429.590820
	Iteration 19Q: 3 clusters Score -904315.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -904350.062500 Penalty: 4429.590820
	Iteration 20F: 3 clusters Score -904350.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -904378.500000 Penalty: 4429.590820
	Iteration 21Q: 3 clusters Score -904378.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -904402.687500 Penalty: 4429.590820
	Iteration 22Q: 3 clusters Score -904402.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -904428.625000 Penalty: 4429.590820
	Iteration 23Q: 3 clusters Score -904428.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -904444.750000 Penalty: 4429.590820
	Iteration 24Q: 3 clusters Score -904444.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -904457.687500 Penalty: 4429.590820
	Iteration 25Q: 3 clusters Score -904457.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -904464.437500 Penalty: 4429.590820
	Iteration 26Q: 3 clusters Score -904464.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -904467.687500 Penalty: 4429.590820
	Iteration 27Q: 3 clusters Score -904467.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -904472.187500 Penalty: 4429.590820
	Iteration 28Q: 3 clusters Score -904472.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -904477.875000 Penalty: 4429.590820
	Iteration 29Q: 3 clusters Score -904477.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -904484.375000 Penalty: 4429.590820
	Iteration 30Q: 3 clusters Score -904484.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -904486.000000 Penalty: 4429.590820
	Iteration 31Q: 3 clusters Score -904486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -904493.187500 Penalty: 4429.590820
	Iteration 32Q: 3 clusters Score -904493.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -904495.062500 Penalty: 4429.590820
	Iteration 33Q: 3 clusters Score -904495.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -904499.062500 Penalty: 4429.590820
	Iteration 34Q: 3 clusters Score -904499.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -904507.187500 Penalty: 4429.590820
	Iteration 35Q: 3 clusters Score -904507.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -904518.250000 Penalty: 4429.590820
	Iteration 36Q: 3 clusters Score -904518.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -904529.437500 Penalty: 4429.590820
	Iteration 37Q: 3 clusters Score -904529.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -904536.875000 Penalty: 4429.590820
	Iteration 38Q: 3 clusters Score -904536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -904545.187500 Penalty: 4429.590820
	Iteration 39Q: 3 clusters Score -904545.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -904549.625000 Penalty: 4429.590820
	Iteration 40F: 3 clusters Score -904549.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -904552.687500 Penalty: 4429.590820
	Iteration 41Q: 3 clusters Score -904552.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -904556.125000 Penalty: 4429.590820
	Iteration 42Q: 3 clusters Score -904556.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -904559.062500 Penalty: 4429.590820
	Iteration 43Q: 3 clusters Score -904559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -904567.125000 Penalty: 4429.590820
	Iteration 44Q: 3 clusters Score -904567.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -904571.687500 Penalty: 4429.590820
	Iteration 45Q: 3 clusters Score -904571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -904576.000000 Penalty: 4429.590820
	Iteration 46Q: 3 clusters Score -904576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -904580.375000 Penalty: 4429.590820
	Iteration 47Q: 3 clusters Score -904580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -904581.687500 Penalty: 4429.590820
	Iteration 48Q: 3 clusters Score -904581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -904581.750000 Penalty: 4429.590820
	Iteration 49Q: 3 clusters Score -904581.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -904585.125000 Penalty: 4429.590820
	Iteration 50Q: 3 clusters Score -904585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -904588.562500 Penalty: 4429.590820
	Iteration 51Q: 3 clusters Score -904588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -904593.500000 Penalty: 4429.590820
	Iteration 52Q: 3 clusters Score -904593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -904596.000000 Penalty: 4429.590820
	Iteration 53Q: 3 clusters Score -904596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -904596.875000 Penalty: 4429.590820
	Iteration 54Q: 3 clusters Score -904596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -904598.062500 Penalty: 4429.590820
	Iteration 55Q: 3 clusters Score -904598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -904599.250000 Penalty: 4429.590820
	Iteration 56Q: 3 clusters Score -904599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -904599.937500 Penalty: 4429.590820
	Iteration 57Q: 3 clusters Score -904599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -904601.187500 Penalty: 4429.590820
	Iteration 58Q: 3 clusters Score -904601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -904600.187500 Penalty: 4429.590820
	Iteration 59Q: 3 clusters Score -904600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -904601.125000 Penalty: 4429.590820
	Iteration 60F: 3 clusters Score -904601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -904601.687500 Penalty: 4429.590820
	Iteration 61Q: 3 clusters Score -904601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -904601.687500 Penalty: 4429.590820
	Iteration 62Q: 3 clusters Score -904601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -904601.375000 Penalty: 4429.590820
	Iteration 63Q: 3 clusters Score -904601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -904601.375000 Penalty: 4429.590820
	Iteration 64F: 3 clusters Score -904601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99852.195312 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -99852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98141.812500 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -98141.81 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98522.976562 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -98522.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98627.023438 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -98627.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98667.375000 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -98667.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98706.234375 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -98706.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98739.898438 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -98739.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98768.796875 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -98768.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98822.554688 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -98822.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98885.062500 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -98885.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98950.609375 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -98950.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -99037.171875 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -99037.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -99154.007812 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -99154.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -99229.320312 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -99229.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99264.929688 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -99264.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99321.960938 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -99321.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99386.187500 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -99386.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -99462.609375 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -99462.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -99530.226562 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -99530.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -99601.289062 Penalty: 3353.165527
	Iteration 18Q: 3 clusters Score -99601.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -99614.757812 Penalty: 3353.165527
	Iteration 19Q: 3 clusters Score -99614.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99625.648438 Penalty: 3353.165527
	Iteration 20F: 3 clusters Score -99625.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -99638.515625 Penalty: 3353.165527
	Iteration 21Q: 3 clusters Score -99638.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -99652.429688 Penalty: 3353.165527
	Iteration 22Q: 3 clusters Score -99652.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -99660.140625 Penalty: 3353.165527
	Iteration 23Q: 3 clusters Score -99660.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -99666.148438 Penalty: 3353.165527
	Iteration 24Q: 3 clusters Score -99666.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -99667.101562 Penalty: 3353.165527
	Iteration 25Q: 3 clusters Score -99667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -99667.101562 Penalty: 3353.165527
	Iteration 26F: 3 clusters Score -99667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Entering Unmasked Estep 
Score: -13102760.000000 Penalty: 2854.487793
	Iteration 0F: 2 clusters Score -1.310276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -13036026.000000 Penalty: 5708.975586
	Iteration 0F: 3 clusters Score -1.303603e+07 nChanged 47148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -13062717.000000 Penalty: 5708.975586
	Iteration 1F: 3 clusters Score -1.306272e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -13063526.000000 Penalty: 5708.975586
	Iteration 2Q: 3 clusters Score -1.306353e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -13064627.000000 Penalty: 5708.975586
	Iteration 3Q: 3 clusters Score -1.306463e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -13066469.000000 Penalty: 5708.975586
	Iteration 4Q: 3 clusters Score -1.306647e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -13069718.000000 Penalty: 5708.975586
	Iteration 5F: 3 clusters Score -1.306972e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -13075123.000000 Penalty: 5708.975586
	Iteration 6F: 3 clusters Score -1.307512e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -13082666.000000 Penalty: 5708.975586
	Iteration 7F: 3 clusters Score -1.308267e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -13090174.000000 Penalty: 5708.975586
	Iteration 8F: 3 clusters Score -1.309017e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -13095436.000000 Penalty: 5708.975586
	Iteration 9F: 3 clusters Score -1.309544e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -13098383.000000 Penalty: 5708.975586
	Iteration 10Q: 3 clusters Score -1.309838e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 98888 members 
Entering Unmasked Estep 
Score: -13099567.000000 Penalty: 5708.975586
	Iteration 11Q: 3 clusters Score -1.309957e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 99276 members 
Entering Unmasked Estep 
Score: -13099946.000000 Penalty: 5708.975586
	Iteration 12Q: 3 clusters Score -1.309995e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -13100071.000000 Penalty: 5708.975586
	Iteration 13Q: 3 clusters Score -1.310007e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -13100125.000000 Penalty: 5708.975586
	Iteration 14Q: 3 clusters Score -1.310012e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -13100162.000000 Penalty: 5708.975586
	Iteration 15Q: 3 clusters Score -1.310016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -13100198.000000 Penalty: 5708.975586
	Iteration 16Q: 3 clusters Score -1.31002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -13100204.000000 Penalty: 5708.975586
	Iteration 17Q: 3 clusters Score -1.31002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
Score: -13100218.000000 Penalty: 5708.975586
	Iteration 18Q: 3 clusters Score -1.310022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -13100217.000000 Penalty: 5708.975586
	Iteration 19Q: 3 clusters Score -1.310022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 99469 members 
Entering Unmasked Estep 
Score: -13100218.000000 Penalty: 5708.975586
	Iteration 20F: 3 clusters Score -1.310022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -13100237.000000 Penalty: 5708.975586
	Iteration 21Q: 3 clusters Score -1.310024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 99477 members 
Entering Unmasked Estep 
Score: -13100237.000000 Penalty: 5708.975586
	Iteration 22Q: 3 clusters Score -1.310024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 99481 members 
Entering Unmasked Estep 
Score: -13100253.000000 Penalty: 5708.975586
	Iteration 23Q: 3 clusters Score -1.310025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 99484 members 
Entering Unmasked Estep 
Score: -13100255.000000 Penalty: 5708.975586
	Iteration 24Q: 3 clusters Score -1.310026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 99484 members 
Entering Unmasked Estep 
Score: -13100261.000000 Penalty: 5708.975586
	Iteration 25Q: 3 clusters Score -1.310026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -13100266.000000 Penalty: 5708.975586
	Iteration 26Q: 3 clusters Score -1.310027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -13100266.000000 Penalty: 5708.975586
	Iteration 27F: 3 clusters Score -1.310027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Entering Unmasked Estep 
Score: -3638231.750000 Penalty: 2542.047852
	Iteration 0F: 2 clusters Score -3638232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3618910.000000 Penalty: 5084.095703
	Iteration 0F: 3 clusters Score -3618910 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3625964.250000 Penalty: 5084.095703
	Iteration 1F: 3 clusters Score -3625964 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3627036.000000 Penalty: 5084.095703
	Iteration 2F: 3 clusters Score -3627036 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3628608.250000 Penalty: 5084.095703
	Iteration 3F: 3 clusters Score -3628608 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3630607.750000 Penalty: 5084.095703
	Iteration 4F: 3 clusters Score -3630608 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3632612.500000 Penalty: 5084.095703
	Iteration 5F: 3 clusters Score -3632612 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3634297.250000 Penalty: 5084.095703
	Iteration 6F: 3 clusters Score -3634297 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3635521.500000 Penalty: 5084.095703
	Iteration 7Q: 3 clusters Score -3635522 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3636294.250000 Penalty: 5084.095703
	Iteration 8Q: 3 clusters Score -3636294 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3636644.250000 Penalty: 5084.095703
	Iteration 9Q: 3 clusters Score -3636644 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3636854.000000 Penalty: 5084.095703
	Iteration 10Q: 3 clusters Score -3636854 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3636970.500000 Penalty: 5084.095703
	Iteration 11Q: 3 clusters Score -3636970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3637001.250000 Penalty: 5084.095703
	Iteration 12Q: 3 clusters Score -3637001 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3637022.250000 Penalty: 5084.095703
	Iteration 13Q: 3 clusters Score -3637022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3637044.250000 Penalty: 5084.095703
	Iteration 14Q: 3 clusters Score -3637044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3637062.250000 Penalty: 5084.095703
	Iteration 15Q: 3 clusters Score -3637062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3637088.750000 Penalty: 5084.095703
	Iteration 16Q: 3 clusters Score -3637089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3637088.750000 Penalty: 5084.095703
	Iteration 17Q: 3 clusters Score -3637089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3637101.250000 Penalty: 5084.095703
	Iteration 18Q: 3 clusters Score -3637101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3637110.000000 Penalty: 5084.095703
	Iteration 19Q: 3 clusters Score -3637110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3637114.000000 Penalty: 5084.095703
	Iteration 20F: 3 clusters Score -3637114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3637116.000000 Penalty: 5084.095703
	Iteration 21Q: 3 clusters Score -3637116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3637119.000000 Penalty: 5084.095703
	Iteration 22Q: 3 clusters Score -3637119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3637116.000000 Penalty: 5084.095703
	Iteration 23Q: 3 clusters Score -3637116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3637131.000000 Penalty: 5084.095703
	Iteration 24Q: 3 clusters Score -3637131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3637130.500000 Penalty: 5084.095703
	Iteration 25Q: 3 clusters Score -3637130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3637123.750000 Penalty: 5084.095703
	Iteration 26Q: 3 clusters Score -3637124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3637125.250000 Penalty: 5084.095703
	Iteration 27Q: 3 clusters Score -3637125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3637133.250000 Penalty: 5084.095703
	Iteration 28Q: 3 clusters Score -3637133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3637132.500000 Penalty: 5084.095703
	Iteration 29Q: 3 clusters Score -3637132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3637135.500000 Penalty: 5084.095703
	Iteration 30Q: 3 clusters Score -3637136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3637134.500000 Penalty: 5084.095703
	Iteration 31Q: 3 clusters Score -3637134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3637132.750000 Penalty: 5084.095703
	Iteration 32Q: 3 clusters Score -3637133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3637134.750000 Penalty: 5084.095703
	Iteration 33Q: 3 clusters Score -3637135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3637141.000000 Penalty: 5084.095703
	Iteration 34Q: 3 clusters Score -3637141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3637140.000000 Penalty: 5084.095703
	Iteration 35Q: 3 clusters Score -3637140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3637141.500000 Penalty: 5084.095703
	Iteration 36Q: 3 clusters Score -3637142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3637149.250000 Penalty: 5084.095703
	Iteration 37Q: 3 clusters Score -3637149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3637144.750000 Penalty: 5084.095703
	Iteration 38Q: 3 clusters Score -3637145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3637148.000000 Penalty: 5084.095703
	Iteration 39Q: 3 clusters Score -3637148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3637147.750000 Penalty: 5084.095703
	Iteration 40F: 3 clusters Score -3637148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3637148.000000 Penalty: 5084.095703
	Iteration 41Q: 3 clusters Score -3637148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3637151.000000 Penalty: 5084.095703
	Iteration 42Q: 3 clusters Score -3637151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3637156.000000 Penalty: 5084.095703
	Iteration 43Q: 3 clusters Score -3637156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3637159.000000 Penalty: 5084.095703
	Iteration 44Q: 3 clusters Score -3637159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3637154.750000 Penalty: 5084.095703
	Iteration 45Q: 3 clusters Score -3637155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3637156.750000 Penalty: 5084.095703
	Iteration 46Q: 3 clusters Score -3637157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3637155.250000 Penalty: 5084.095703
	Iteration 47Q: 3 clusters Score -3637155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3637159.000000 Penalty: 5084.095703
	Iteration 48Q: 3 clusters Score -3637159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3637157.500000 Penalty: 5084.095703
	Iteration 49Q: 3 clusters Score -3637158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3637155.750000 Penalty: 5084.095703
	Iteration 50Q: 3 clusters Score -3637156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3637156.000000 Penalty: 5084.095703
	Iteration 51Q: 3 clusters Score -3637156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3637156.000000 Penalty: 5084.095703
	Iteration 52F: 3 clusters Score -3637156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Entering Unmasked Estep 
Score: -1260384.250000 Penalty: 2266.939209
	Iteration 0F: 2 clusters Score -1260384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1253219.125000 Penalty: 4533.878418
	Iteration 0F: 3 clusters Score -1253219 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1255293.250000 Penalty: 4533.878418
	Iteration 1F: 3 clusters Score -1255293 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1255560.375000 Penalty: 4533.878418
	Iteration 2F: 3 clusters Score -1255560 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1255722.250000 Penalty: 4533.878418
	Iteration 3Q: 3 clusters Score -1255722 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1255839.000000 Penalty: 4533.878418
	Iteration 4Q: 3 clusters Score -1255839 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1255927.000000 Penalty: 4533.878418
	Iteration 5Q: 3 clusters Score -1255927 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1255994.875000 Penalty: 4533.878418
	Iteration 6Q: 3 clusters Score -1255995 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1256046.000000 Penalty: 4533.878418
	Iteration 7Q: 3 clusters Score -1256046 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1256090.125000 Penalty: 4533.878418
	Iteration 8Q: 3 clusters Score -1256090 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1256125.625000 Penalty: 4533.878418
	Iteration 9Q: 3 clusters Score -1256126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1256145.875000 Penalty: 4533.878418
	Iteration 10Q: 3 clusters Score -1256146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1256165.125000 Penalty: 4533.878418
	Iteration 11Q: 3 clusters Score -1256165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1256182.375000 Penalty: 4533.878418
	Iteration 12Q: 3 clusters Score -1256182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1256190.375000 Penalty: 4533.878418
	Iteration 13Q: 3 clusters Score -1256190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1256205.625000 Penalty: 4533.878418
	Iteration 14Q: 3 clusters Score -1256206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1256208.875000 Penalty: 4533.878418
	Iteration 15Q: 3 clusters Score -1256209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1256224.500000 Penalty: 4533.878418
	Iteration 16Q: 3 clusters Score -1256224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1256235.500000 Penalty: 4533.878418
	Iteration 17Q: 3 clusters Score -1256236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1256244.875000 Penalty: 4533.878418
	Iteration 18Q: 3 clusters Score -1256245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1256250.500000 Penalty: 4533.878418
	Iteration 19Q: 3 clusters Score -1256250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1256265.000000 Penalty: 4533.878418
	Iteration 20F: 3 clusters Score -1256265 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1256277.375000 Penalty: 4533.878418
	Iteration 21Q: 3 clusters Score -1256277 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1256290.375000 Penalty: 4533.878418
	Iteration 22Q: 3 clusters Score -1256290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1256311.875000 Penalty: 4533.878418
	Iteration 23Q: 3 clusters Score -1256312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1256323.500000 Penalty: 4533.878418
	Iteration 24Q: 3 clusters Score -1256324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1256342.625000 Penalty: 4533.878418
	Iteration 25Q: 3 clusters Score -1256343 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1256362.375000 Penalty: 4533.878418
	Iteration 26Q: 3 clusters Score -1256362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1256380.375000 Penalty: 4533.878418
	Iteration 27Q: 3 clusters Score -1256380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1256406.125000 Penalty: 4533.878418
	Iteration 28Q: 3 clusters Score -1256406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1256431.000000 Penalty: 4533.878418
	Iteration 29Q: 3 clusters Score -1256431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1256458.875000 Penalty: 4533.878418
	Iteration 30Q: 3 clusters Score -1256459 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1256494.125000 Penalty: 4533.878418
	Iteration 31Q: 3 clusters Score -1256494 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1256542.125000 Penalty: 4533.878418
	Iteration 32Q: 3 clusters Score -1256542 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1256592.500000 Penalty: 4533.878418
	Iteration 33Q: 3 clusters Score -1256592 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1256647.625000 Penalty: 4533.878418
	Iteration 34Q: 3 clusters Score -1256648 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1256708.000000 Penalty: 4533.878418
	Iteration 35Q: 3 clusters Score -1256708 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1256790.750000 Penalty: 4533.878418
	Iteration 36Q: 3 clusters Score -1256791 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1256886.625000 Penalty: 4533.878418
	Iteration 37Q: 3 clusters Score -1256887 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1257003.250000 Penalty: 4533.878418
	Iteration 38Q: 3 clusters Score -1257003 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1257119.625000 Penalty: 4533.878418
	Iteration 39Q: 3 clusters Score -1257120 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1257236.500000 Penalty: 4533.878418
	Iteration 40F: 3 clusters Score -1257236 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1257361.875000 Penalty: 4533.878418
	Iteration 41Q: 3 clusters Score -1257362 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1257494.000000 Penalty: 4533.878418
	Iteration 42Q: 3 clusters Score -1257494 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1257652.875000 Penalty: 4533.878418
	Iteration 43Q: 3 clusters Score -1257653 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1257813.250000 Penalty: 4533.878418
	Iteration 44Q: 3 clusters Score -1257813 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1257954.375000 Penalty: 4533.878418
	Iteration 45Q: 3 clusters Score -1257954 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1258058.875000 Penalty: 4533.878418
	Iteration 46Q: 3 clusters Score -1258059 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1258130.875000 Penalty: 4533.878418
	Iteration 47Q: 3 clusters Score -1258131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1258189.375000 Penalty: 4533.878418
	Iteration 48Q: 3 clusters Score -1258189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1258234.250000 Penalty: 4533.878418
	Iteration 49Q: 3 clusters Score -1258234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1258267.625000 Penalty: 4533.878418
	Iteration 50Q: 3 clusters Score -1258268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1258310.000000 Penalty: 4533.878418
	Iteration 51Q: 3 clusters Score -1258310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1258343.625000 Penalty: 4533.878418
	Iteration 52Q: 3 clusters Score -1258344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1258365.000000 Penalty: 4533.878418
	Iteration 53Q: 3 clusters Score -1258365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1258381.125000 Penalty: 4533.878418
	Iteration 54Q: 3 clusters Score -1258381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1258393.625000 Penalty: 4533.878418
	Iteration 55Q: 3 clusters Score -1258394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1258400.250000 Penalty: 4533.878418
	Iteration 56Q: 3 clusters Score -1258400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1258401.500000 Penalty: 4533.878418
	Iteration 57Q: 3 clusters Score -1258402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1258408.375000 Penalty: 4533.878418
	Iteration 58Q: 3 clusters Score -1258408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1258409.250000 Penalty: 4533.878418
	Iteration 59Q: 3 clusters Score -1258409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1258412.500000 Penalty: 4533.878418
	Iteration 60F: 3 clusters Score -1258412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1258413.375000 Penalty: 4533.878418
	Iteration 61Q: 3 clusters Score -1258413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1258412.875000 Penalty: 4533.878418
	Iteration 62Q: 3 clusters Score -1258413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1258415.375000 Penalty: 4533.878418
	Iteration 63Q: 3 clusters Score -1258415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1258415.375000 Penalty: 4533.878418
	Iteration 64F: 3 clusters Score -1258415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -69832.359375 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -69832.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68290.179688 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -68290.18 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68576.710938 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -68576.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68651.359375 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -68651.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68680.710938 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -68680.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -68693.187500 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -68693.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -68705.632812 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -68705.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68718.218750 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -68718.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68727.562500 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -68727.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -68737.867188 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -68737.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68749.492188 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -68749.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68751.062500 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -68751.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68758.242188 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -68758.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -68767.742188 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -68767.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68784.906250 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -68784.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68799.359375 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -68799.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68819.226562 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -68819.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68843.578125 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -68843.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68852.687500 Penalty: 3156.062012
	Iteration 17Q: 3 clusters Score -68852.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68861.609375 Penalty: 3156.062012
	Iteration 18Q: 3 clusters Score -68861.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68863.242188 Penalty: 3156.062012
	Iteration 19Q: 3 clusters Score -68863.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68869.273438 Penalty: 3156.062012
	Iteration 20F: 3 clusters Score -68869.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68871.406250 Penalty: 3156.062012
	Iteration 21Q: 3 clusters Score -68871.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -68872.445312 Penalty: 3156.062012
	Iteration 22Q: 3 clusters Score -68872.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -68872.445312 Penalty: 3156.062012
	Iteration 23F: 3 clusters Score -68872.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Entering Unmasked Estep 
Score: -1634368.625000 Penalty: 2337.352051
	Iteration 0F: 2 clusters Score -1634369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1625161.250000 Penalty: 4674.704102
	Iteration 0F: 3 clusters Score -1625161 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1627871.625000 Penalty: 4674.704102
	Iteration 1F: 3 clusters Score -1627872 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1628203.625000 Penalty: 4674.704102
	Iteration 2F: 3 clusters Score -1628204 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1628524.125000 Penalty: 4674.704102
	Iteration 3F: 3 clusters Score -1628524 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1628841.500000 Penalty: 4674.704102
	Iteration 4Q: 3 clusters Score -1628842 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1629180.625000 Penalty: 4674.704102
	Iteration 5Q: 3 clusters Score -1629181 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1629542.000000 Penalty: 4674.704102
	Iteration 6F: 3 clusters Score -1629542 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1629897.375000 Penalty: 4674.704102
	Iteration 7F: 3 clusters Score -1629897 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1630213.000000 Penalty: 4674.704102
	Iteration 8Q: 3 clusters Score -1630213 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1630478.000000 Penalty: 4674.704102
	Iteration 9Q: 3 clusters Score -1630478 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1630736.250000 Penalty: 4674.704102
	Iteration 10Q: 3 clusters Score -1630736 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1630974.500000 Penalty: 4674.704102
	Iteration 11Q: 3 clusters Score -1630974 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1631169.750000 Penalty: 4674.704102
	Iteration 12Q: 3 clusters Score -1631170 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1631344.875000 Penalty: 4674.704102
	Iteration 13Q: 3 clusters Score -1631345 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1631497.500000 Penalty: 4674.704102
	Iteration 14Q: 3 clusters Score -1631498 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1631628.625000 Penalty: 4674.704102
	Iteration 15Q: 3 clusters Score -1631629 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1631742.000000 Penalty: 4674.704102
	Iteration 16Q: 3 clusters Score -1631742 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1631839.000000 Penalty: 4674.704102
	Iteration 17Q: 3 clusters Score -1631839 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1631917.125000 Penalty: 4674.704102
	Iteration 18Q: 3 clusters Score -1631917 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1631984.000000 Penalty: 4674.704102
	Iteration 19Q: 3 clusters Score -1631984 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1632031.000000 Penalty: 4674.704102
	Iteration 20F: 3 clusters Score -1632031 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1632089.625000 Penalty: 4674.704102
	Iteration 21Q: 3 clusters Score -1632090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1632139.625000 Penalty: 4674.704102
	Iteration 22Q: 3 clusters Score -1632140 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1632186.875000 Penalty: 4674.704102
	Iteration 23Q: 3 clusters Score -1632187 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1632233.250000 Penalty: 4674.704102
	Iteration 24Q: 3 clusters Score -1632233 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1632268.125000 Penalty: 4674.704102
	Iteration 25Q: 3 clusters Score -1632268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1632295.375000 Penalty: 4674.704102
	Iteration 26Q: 3 clusters Score -1632295 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1632327.000000 Penalty: 4674.704102
	Iteration 27Q: 3 clusters Score -1632327 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1632355.250000 Penalty: 4674.704102
	Iteration 28Q: 3 clusters Score -1632355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1632377.625000 Penalty: 4674.704102
	Iteration 29Q: 3 clusters Score -1632378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1632395.000000 Penalty: 4674.704102
	Iteration 30Q: 3 clusters Score -1632395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1632408.125000 Penalty: 4674.704102
	Iteration 31Q: 3 clusters Score -1632408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1632429.250000 Penalty: 4674.704102
	Iteration 32Q: 3 clusters Score -1632429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1632442.375000 Penalty: 4674.704102
	Iteration 33Q: 3 clusters Score -1632442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1632446.000000 Penalty: 4674.704102
	Iteration 34Q: 3 clusters Score -1632446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1632446.500000 Penalty: 4674.704102
	Iteration 35Q: 3 clusters Score -1632446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1632451.875000 Penalty: 4674.704102
	Iteration 36Q: 3 clusters Score -1632452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1632457.625000 Penalty: 4674.704102
	Iteration 37Q: 3 clusters Score -1632458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1632463.500000 Penalty: 4674.704102
	Iteration 38Q: 3 clusters Score -1632464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1632470.375000 Penalty: 4674.704102
	Iteration 39Q: 3 clusters Score -1632470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1632476.000000 Penalty: 4674.704102
	Iteration 40F: 3 clusters Score -1632476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1632482.875000 Penalty: 4674.704102
	Iteration 41Q: 3 clusters Score -1632483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1632484.125000 Penalty: 4674.704102
	Iteration 42Q: 3 clusters Score -1632484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1632487.750000 Penalty: 4674.704102
	Iteration 43Q: 3 clusters Score -1632488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1632486.250000 Penalty: 4674.704102
	Iteration 44Q: 3 clusters Score -1632486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1632488.875000 Penalty: 4674.704102
	Iteration 45Q: 3 clusters Score -1632489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1632487.750000 Penalty: 4674.704102
	Iteration 46Q: 3 clusters Score -1632488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1632487.750000 Penalty: 4674.704102
	Iteration 47F: 3 clusters Score -1632488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 19092 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12872 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 47279 members 
Mstep: Class 10 contains 41637 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7560 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99711 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911920.000000 Penalty: 69427.945312
Iteration 159Q: 23 clusters Score -4.291192e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19094 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 12875 members 
Mstep: Class 8 contains 7248 members 
Mstep: Class 9 contains 47286 members 
Mstep: Class 10 contains 41634 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99695 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911960.000000 Penalty: 69427.945312
Iteration 160F: 23 clusters Score -4.291196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19093 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 47290 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8943 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99694 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912012.000000 Penalty: 69427.945312
Iteration 161Q: 23 clusters Score -4.291201e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19092 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12872 members 
Mstep: Class 8 contains 7242 members 
Mstep: Class 9 contains 47294 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8939 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99699 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912012.000000 Penalty: 69427.945312
Iteration 162Q: 23 clusters Score -4.291201e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19092 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 47300 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99695 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911976.000000 Penalty: 69427.945312
Iteration 163Q: 23 clusters Score -4.291198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19092 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 47305 members 
Mstep: Class 10 contains 41621 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99689 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911968.000000 Penalty: 69427.945312
Iteration 164Q: 23 clusters Score -4.291197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12869 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 47306 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7553 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99687 members 
Mstep: Class 19 contains 28289 members 
Mstep: Class 20 contains 9330 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912008.000000 Penalty: 69427.945312
Iteration 165Q: 23 clusters Score -4.291201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19090 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12868 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 47306 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7551 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99693 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9332 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911940.000000 Penalty: 69427.945312
Iteration 166Q: 23 clusters Score -4.291194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19088 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12868 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 47306 members 
Mstep: Class 10 contains 41621 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7551 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99697 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9334 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911964.000000 Penalty: 69427.945312
Iteration 167Q: 23 clusters Score -4.291196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19086 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12868 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 47306 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7551 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99698 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9336 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911984.000000 Penalty: 69427.945312
Iteration 168Q: 23 clusters Score -4.291198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19085 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12865 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 47306 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99696 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9339 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911984.000000 Penalty: 69427.945312
Iteration 169Q: 23 clusters Score -4.291198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12863 members 
Mstep: Class 8 contains 7231 members 
Mstep: Class 9 contains 47308 members 
Mstep: Class 10 contains 41616 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8937 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99701 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911988.000000 Penalty: 69427.945312
Iteration 170Q: 23 clusters Score -4.291199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12861 members 
Mstep: Class 8 contains 7230 members 
Mstep: Class 9 contains 47308 members 
Mstep: Class 10 contains 41616 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8937 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99709 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912028.000000 Penalty: 69427.945312
Iteration 171Q: 23 clusters Score -4.291203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19085 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12863 members 
Mstep: Class 8 contains 7230 members 
Mstep: Class 9 contains 47308 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7547 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99714 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42911996.000000 Penalty: 69427.945312
Iteration 172Q: 23 clusters Score -4.2912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19085 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12863 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47308 members 
Mstep: Class 10 contains 41614 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7547 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99719 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912012.000000 Penalty: 69427.945312
Iteration 173Q: 23 clusters Score -4.291201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12864 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 47309 members 
Mstep: Class 10 contains 41611 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7546 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99723 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912024.000000 Penalty: 69427.945312
Iteration 174Q: 23 clusters Score -4.291202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12865 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 47310 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7546 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99723 members 
Mstep: Class 19 contains 28289 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912036.000000 Penalty: 69427.945312
Iteration 175Q: 23 clusters Score -4.291204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 7226 members 
Mstep: Class 9 contains 47312 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8932 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99726 members 
Mstep: Class 19 contains 28289 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912016.000000 Penalty: 69427.945312
Iteration 176Q: 23 clusters Score -4.291202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19083 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12863 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47314 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99730 members 
Mstep: Class 19 contains 28291 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912008.000000 Penalty: 69427.945312
Iteration 177Q: 23 clusters Score -4.291201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19083 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12864 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47318 members 
Mstep: Class 10 contains 41614 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99726 members 
Mstep: Class 19 contains 28291 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912028.000000 Penalty: 69427.945312
Iteration 178Q: 23 clusters Score -4.291203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19083 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47321 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99727 members 
Mstep: Class 19 contains 28291 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912044.000000 Penalty: 69427.945312
Iteration 179Q: 23 clusters Score -4.291204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19081 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12863 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 47325 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99728 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912028.000000 Penalty: 69427.945312
Iteration 180F: 23 clusters Score -4.291203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12861 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47325 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99732 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912048.000000 Penalty: 69427.945312
Iteration 181Q: 23 clusters Score -4.291205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12861 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47325 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8930 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99733 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912052.000000 Penalty: 69427.945312
Iteration 182Q: 23 clusters Score -4.291205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12861 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47325 members 
Mstep: Class 10 contains 41614 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8930 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99733 members 
Mstep: Class 19 contains 28289 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912052.000000 Penalty: 69427.945312
Iteration 183Q: 23 clusters Score -4.291205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12861 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47325 members 
Mstep: Class 10 contains 41614 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99733 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912028.000000 Penalty: 69427.945312
Iteration 184Q: 23 clusters Score -4.291203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12861 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47326 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99731 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912040.000000 Penalty: 69427.945312
Iteration 185Q: 23 clusters Score -4.291204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47327 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99730 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912048.000000 Penalty: 69427.945312
Iteration 186Q: 23 clusters Score -4.291205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47328 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99729 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912048.000000 Penalty: 69427.945312
Iteration 187Q: 23 clusters Score -4.291205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47328 members 
Mstep: Class 10 contains 41612 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99729 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912044.000000 Penalty: 69427.945312
Iteration 188Q: 23 clusters Score -4.291204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47328 members 
Mstep: Class 10 contains 41612 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99729 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42912044.000000 Penalty: 69427.945312
Iteration 189F: 23 clusters Score -4.291204e+07 nChanged 0
Entering ConstructFrom: 
Score: -42912044.000000 Penalty: 69427.945312
Entering ConstructFrom: 
Trying to split cluster 1 (13414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Entering Unmasked Estep 
Score: -1736888.625000 Penalty: 2357.005371
	Iteration 0F: 2 clusters Score -1736889 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 6636 members 
Entering Unmasked Estep 
Score: -1727187.500000 Penalty: 4714.010742
	Iteration 0F: 3 clusters Score -1727188 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1730148.375000 Penalty: 4714.010742
	Iteration 1F: 3 clusters Score -1730148 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1730589.375000 Penalty: 4714.010742
	Iteration 2F: 3 clusters Score -1730589 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1730973.500000 Penalty: 4714.010742
	Iteration 3F: 3 clusters Score -1730974 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1731322.125000 Penalty: 4714.010742
	Iteration 4F: 3 clusters Score -1731322 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1731666.375000 Penalty: 4714.010742
	Iteration 5Q: 3 clusters Score -1731666 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1732001.750000 Penalty: 4714.010742
	Iteration 6Q: 3 clusters Score -1732002 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1732325.250000 Penalty: 4714.010742
	Iteration 7Q: 3 clusters Score -1732325 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1732638.000000 Penalty: 4714.010742
	Iteration 8Q: 3 clusters Score -1732638 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1732951.375000 Penalty: 4714.010742
	Iteration 9Q: 3 clusters Score -1732951 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1733246.000000 Penalty: 4714.010742
	Iteration 10Q: 3 clusters Score -1733246 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1733464.625000 Penalty: 4714.010742
	Iteration 11Q: 3 clusters Score -1733465 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1733605.375000 Penalty: 4714.010742
	Iteration 12Q: 3 clusters Score -1733605 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1733725.875000 Penalty: 4714.010742
	Iteration 13Q: 3 clusters Score -1733726 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1733830.000000 Penalty: 4714.010742
	Iteration 14Q: 3 clusters Score -1733830 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1733930.625000 Penalty: 4714.010742
	Iteration 15Q: 3 clusters Score -1733931 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1734015.000000 Penalty: 4714.010742
	Iteration 16Q: 3 clusters Score -1734015 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1734073.250000 Penalty: 4714.010742
	Iteration 17Q: 3 clusters Score -1734073 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1734112.750000 Penalty: 4714.010742
	Iteration 18Q: 3 clusters Score -1734113 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1734145.875000 Penalty: 4714.010742
	Iteration 19Q: 3 clusters Score -1734146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1734177.750000 Penalty: 4714.010742
	Iteration 20F: 3 clusters Score -1734178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1734211.875000 Penalty: 4714.010742
	Iteration 21Q: 3 clusters Score -1734212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1734237.250000 Penalty: 4714.010742
	Iteration 22Q: 3 clusters Score -1734237 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1734271.250000 Penalty: 4714.010742
	Iteration 23Q: 3 clusters Score -1734271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1734302.750000 Penalty: 4714.010742
	Iteration 24Q: 3 clusters Score -1734303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1734334.500000 Penalty: 4714.010742
	Iteration 25Q: 3 clusters Score -1734334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1734360.000000 Penalty: 4714.010742
	Iteration 26Q: 3 clusters Score -1734360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1734395.875000 Penalty: 4714.010742
	Iteration 27Q: 3 clusters Score -1734396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1734421.625000 Penalty: 4714.010742
	Iteration 28Q: 3 clusters Score -1734422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1734447.000000 Penalty: 4714.010742
	Iteration 29Q: 3 clusters Score -1734447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1734467.750000 Penalty: 4714.010742
	Iteration 30Q: 3 clusters Score -1734468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1734485.625000 Penalty: 4714.010742
	Iteration 31Q: 3 clusters Score -1734486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1734511.125000 Penalty: 4714.010742
	Iteration 32Q: 3 clusters Score -1734511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1734530.875000 Penalty: 4714.010742
	Iteration 33Q: 3 clusters Score -1734531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1734549.750000 Penalty: 4714.010742
	Iteration 34Q: 3 clusters Score -1734550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1734567.875000 Penalty: 4714.010742
	Iteration 35Q: 3 clusters Score -1734568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1734597.625000 Penalty: 4714.010742
	Iteration 36Q: 3 clusters Score -1734598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1734624.125000 Penalty: 4714.010742
	Iteration 37Q: 3 clusters Score -1734624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1734653.125000 Penalty: 4714.010742
	Iteration 38Q: 3 clusters Score -1734653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1734674.750000 Penalty: 4714.010742
	Iteration 39Q: 3 clusters Score -1734675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1734693.750000 Penalty: 4714.010742
	Iteration 40F: 3 clusters Score -1734694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1734708.000000 Penalty: 4714.010742
	Iteration 41Q: 3 clusters Score -1734708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1734718.500000 Penalty: 4714.010742
	Iteration 42Q: 3 clusters Score -1734718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1734722.750000 Penalty: 4714.010742
	Iteration 43Q: 3 clusters Score -1734723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1734727.250000 Penalty: 4714.010742
	Iteration 44Q: 3 clusters Score -1734727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1734738.375000 Penalty: 4714.010742
	Iteration 45Q: 3 clusters Score -1734738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1734742.000000 Penalty: 4714.010742
	Iteration 46Q: 3 clusters Score -1734742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1734748.250000 Penalty: 4714.010742
	Iteration 47Q: 3 clusters Score -1734748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1734754.500000 Penalty: 4714.010742
	Iteration 48Q: 3 clusters Score -1734754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1734758.750000 Penalty: 4714.010742
	Iteration 49Q: 3 clusters Score -1734759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1734762.750000 Penalty: 4714.010742
	Iteration 50Q: 3 clusters Score -1734763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1734762.875000 Penalty: 4714.010742
	Iteration 51Q: 3 clusters Score -1734763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1734765.750000 Penalty: 4714.010742
	Iteration 52Q: 3 clusters Score -1734766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1734768.500000 Penalty: 4714.010742
	Iteration 53Q: 3 clusters Score -1734768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1734775.875000 Penalty: 4714.010742
	Iteration 54Q: 3 clusters Score -1734776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1734776.250000 Penalty: 4714.010742
	Iteration 55Q: 3 clusters Score -1734776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1734775.875000 Penalty: 4714.010742
	Iteration 56Q: 3 clusters Score -1734776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1734778.875000 Penalty: 4714.010742
	Iteration 57Q: 3 clusters Score -1734779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1734778.750000 Penalty: 4714.010742
	Iteration 58Q: 3 clusters Score -1734779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1734783.375000 Penalty: 4714.010742
	Iteration 59Q: 3 clusters Score -1734783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1734783.500000 Penalty: 4714.010742
	Iteration 60F: 3 clusters Score -1734784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1734787.500000 Penalty: 4714.010742
	Iteration 61Q: 3 clusters Score -1734788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1734786.625000 Penalty: 4714.010742
	Iteration 62Q: 3 clusters Score -1734787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1734787.125000 Penalty: 4714.010742
	Iteration 63Q: 3 clusters Score -1734787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1734786.375000 Penalty: 4714.010742
	Iteration 64Q: 3 clusters Score -1734786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1734786.375000 Penalty: 4714.010742
	Iteration 65F: 3 clusters Score -1734786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -706841.000000 Penalty: 2134.317627
	Iteration 0F: 2 clusters Score -706841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -702011.125000 Penalty: 4268.635254
	Iteration 0F: 3 clusters Score -702011.1 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -703232.187500 Penalty: 4268.635254
	Iteration 1F: 3 clusters Score -703232.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -703460.375000 Penalty: 4268.635254
	Iteration 2F: 3 clusters Score -703460.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -703595.000000 Penalty: 4268.635254
	Iteration 3Q: 3 clusters Score -703595 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -703688.062500 Penalty: 4268.635254
	Iteration 4Q: 3 clusters Score -703688.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -703753.375000 Penalty: 4268.635254
	Iteration 5Q: 3 clusters Score -703753.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -703814.625000 Penalty: 4268.635254
	Iteration 6Q: 3 clusters Score -703814.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -703859.750000 Penalty: 4268.635254
	Iteration 7Q: 3 clusters Score -703859.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -703894.250000 Penalty: 4268.635254
	Iteration 8Q: 3 clusters Score -703894.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -703927.062500 Penalty: 4268.635254
	Iteration 9Q: 3 clusters Score -703927.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -703950.187500 Penalty: 4268.635254
	Iteration 10Q: 3 clusters Score -703950.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -703972.062500 Penalty: 4268.635254
	Iteration 11Q: 3 clusters Score -703972.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -703991.000000 Penalty: 4268.635254
	Iteration 12Q: 3 clusters Score -703991 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -704011.937500 Penalty: 4268.635254
	Iteration 13Q: 3 clusters Score -704011.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -704026.625000 Penalty: 4268.635254
	Iteration 14Q: 3 clusters Score -704026.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -704044.562500 Penalty: 4268.635254
	Iteration 15Q: 3 clusters Score -704044.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -704060.500000 Penalty: 4268.635254
	Iteration 16Q: 3 clusters Score -704060.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -704076.500000 Penalty: 4268.635254
	Iteration 17Q: 3 clusters Score -704076.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -704087.562500 Penalty: 4268.635254
	Iteration 18Q: 3 clusters Score -704087.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -704098.062500 Penalty: 4268.635254
	Iteration 19Q: 3 clusters Score -704098.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -704107.437500 Penalty: 4268.635254
	Iteration 20F: 3 clusters Score -704107.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -704119.625000 Penalty: 4268.635254
	Iteration 21Q: 3 clusters Score -704119.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -704134.500000 Penalty: 4268.635254
	Iteration 22Q: 3 clusters Score -704134.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -704142.562500 Penalty: 4268.635254
	Iteration 23Q: 3 clusters Score -704142.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -704152.125000 Penalty: 4268.635254
	Iteration 24Q: 3 clusters Score -704152.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -704162.437500 Penalty: 4268.635254
	Iteration 25Q: 3 clusters Score -704162.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -704174.687500 Penalty: 4268.635254
	Iteration 26Q: 3 clusters Score -704174.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -704183.437500 Penalty: 4268.635254
	Iteration 27Q: 3 clusters Score -704183.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -704191.375000 Penalty: 4268.635254
	Iteration 28Q: 3 clusters Score -704191.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -704194.062500 Penalty: 4268.635254
	Iteration 29Q: 3 clusters Score -704194.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -704197.687500 Penalty: 4268.635254
	Iteration 30Q: 3 clusters Score -704197.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -704204.500000 Penalty: 4268.635254
	Iteration 31Q: 3 clusters Score -704204.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -704209.750000 Penalty: 4268.635254
	Iteration 32Q: 3 clusters Score -704209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -704210.687500 Penalty: 4268.635254
	Iteration 33Q: 3 clusters Score -704210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -704212.250000 Penalty: 4268.635254
	Iteration 34Q: 3 clusters Score -704212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -704216.562500 Penalty: 4268.635254
	Iteration 35Q: 3 clusters Score -704216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -704217.125000 Penalty: 4268.635254
	Iteration 36Q: 3 clusters Score -704217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -704217.375000 Penalty: 4268.635254
	Iteration 37Q: 3 clusters Score -704217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -704221.937500 Penalty: 4268.635254
	Iteration 38Q: 3 clusters Score -704221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -704225.062500 Penalty: 4268.635254
	Iteration 39Q: 3 clusters Score -704225.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -704229.062500 Penalty: 4268.635254
	Iteration 40F: 3 clusters Score -704229.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -704232.312500 Penalty: 4268.635254
	Iteration 41Q: 3 clusters Score -704232.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -704235.437500 Penalty: 4268.635254
	Iteration 42Q: 3 clusters Score -704235.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -704236.875000 Penalty: 4268.635254
	Iteration 43Q: 3 clusters Score -704236.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -704240.937500 Penalty: 4268.635254
	Iteration 44Q: 3 clusters Score -704240.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -704246.062500 Penalty: 4268.635254
	Iteration 45Q: 3 clusters Score -704246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -704248.187500 Penalty: 4268.635254
	Iteration 46Q: 3 clusters Score -704248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -704251.312500 Penalty: 4268.635254
	Iteration 47Q: 3 clusters Score -704251.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -704253.937500 Penalty: 4268.635254
	Iteration 48Q: 3 clusters Score -704253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -704256.187500 Penalty: 4268.635254
	Iteration 49Q: 3 clusters Score -704256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -704260.812500 Penalty: 4268.635254
	Iteration 50Q: 3 clusters Score -704260.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -704262.250000 Penalty: 4268.635254
	Iteration 51Q: 3 clusters Score -704262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -704262.812500 Penalty: 4268.635254
	Iteration 52Q: 3 clusters Score -704262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -704267.125000 Penalty: 4268.635254
	Iteration 53Q: 3 clusters Score -704267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -704267.562500 Penalty: 4268.635254
	Iteration 54Q: 3 clusters Score -704267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -704267.625000 Penalty: 4268.635254
	Iteration 55Q: 3 clusters Score -704267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -704268.125000 Penalty: 4268.635254
	Iteration 56Q: 3 clusters Score -704268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -704270.187500 Penalty: 4268.635254
	Iteration 57Q: 3 clusters Score -704270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -704270.062500 Penalty: 4268.635254
	Iteration 58Q: 3 clusters Score -704270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -704269.562500 Penalty: 4268.635254
	Iteration 59Q: 3 clusters Score -704269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -704270.750000 Penalty: 4268.635254
	Iteration 60F: 3 clusters Score -704270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -704270.312500 Penalty: 4268.635254
	Iteration 61Q: 3 clusters Score -704270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -704270.562500 Penalty: 4268.635254
	Iteration 62Q: 3 clusters Score -704270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -704274.750000 Penalty: 4268.635254
	Iteration 63Q: 3 clusters Score -704274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -704278.000000 Penalty: 4268.635254
	Iteration 64Q: 3 clusters Score -704278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -704279.750000 Penalty: 4268.635254
	Iteration 65Q: 3 clusters Score -704279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -704281.187500 Penalty: 4268.635254
	Iteration 66Q: 3 clusters Score -704281.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -704285.000000 Penalty: 4268.635254
	Iteration 67Q: 3 clusters Score -704285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -704286.062500 Penalty: 4268.635254
	Iteration 68Q: 3 clusters Score -704286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -704289.125000 Penalty: 4268.635254
	Iteration 69Q: 3 clusters Score -704289.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -704291.437500 Penalty: 4268.635254
	Iteration 70Q: 3 clusters Score -704291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -704293.125000 Penalty: 4268.635254
	Iteration 71Q: 3 clusters Score -704293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -704294.625000 Penalty: 4268.635254
	Iteration 72Q: 3 clusters Score -704294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -704295.875000 Penalty: 4268.635254
	Iteration 73Q: 3 clusters Score -704295.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -704298.000000 Penalty: 4268.635254
	Iteration 74Q: 3 clusters Score -704298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -704298.937500 Penalty: 4268.635254
	Iteration 75Q: 3 clusters Score -704298.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -704300.125000 Penalty: 4268.635254
	Iteration 76Q: 3 clusters Score -704300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -704302.250000 Penalty: 4268.635254
	Iteration 77Q: 3 clusters Score -704302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -704304.312500 Penalty: 4268.635254
	Iteration 78Q: 3 clusters Score -704304.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -704305.062500 Penalty: 4268.635254
	Iteration 79Q: 3 clusters Score -704305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -704306.937500 Penalty: 4268.635254
	Iteration 80F: 3 clusters Score -704306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -704308.062500 Penalty: 4268.635254
	Iteration 81Q: 3 clusters Score -704308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -704306.562500 Penalty: 4268.635254
	Iteration 82Q: 3 clusters Score -704306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -704307.000000 Penalty: 4268.635254
	Iteration 83Q: 3 clusters Score -704307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -704306.875000 Penalty: 4268.635254
	Iteration 84Q: 3 clusters Score -704306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -704306.875000 Penalty: 4268.635254
	Iteration 85F: 3 clusters Score -704306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Entering Unmasked Estep 
Score: -981703.000000 Penalty: 2213.050781
	Iteration 0F: 2 clusters Score -981703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -975593.687500 Penalty: 4426.101562
	Iteration 0F: 3 clusters Score -975593.7 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -977209.750000 Penalty: 4426.101562
	Iteration 1F: 3 clusters Score -977209.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -977459.312500 Penalty: 4426.101562
	Iteration 2F: 3 clusters Score -977459.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -977605.062500 Penalty: 4426.101562
	Iteration 3Q: 3 clusters Score -977605.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -977708.000000 Penalty: 4426.101562
	Iteration 4Q: 3 clusters Score -977708 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -977783.875000 Penalty: 4426.101562
	Iteration 5Q: 3 clusters Score -977783.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -977828.187500 Penalty: 4426.101562
	Iteration 6Q: 3 clusters Score -977828.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -977867.875000 Penalty: 4426.101562
	Iteration 7Q: 3 clusters Score -977867.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -977901.625000 Penalty: 4426.101562
	Iteration 8Q: 3 clusters Score -977901.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -977929.625000 Penalty: 4426.101562
	Iteration 9Q: 3 clusters Score -977929.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -977955.000000 Penalty: 4426.101562
	Iteration 10Q: 3 clusters Score -977955 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -977981.000000 Penalty: 4426.101562
	Iteration 11Q: 3 clusters Score -977981 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -978000.250000 Penalty: 4426.101562
	Iteration 12Q: 3 clusters Score -978000.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -978024.250000 Penalty: 4426.101562
	Iteration 13Q: 3 clusters Score -978024.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -978055.250000 Penalty: 4426.101562
	Iteration 14Q: 3 clusters Score -978055.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -978082.000000 Penalty: 4426.101562
	Iteration 15Q: 3 clusters Score -978082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -978108.562500 Penalty: 4426.101562
	Iteration 16Q: 3 clusters Score -978108.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -978138.562500 Penalty: 4426.101562
	Iteration 17Q: 3 clusters Score -978138.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -978165.375000 Penalty: 4426.101562
	Iteration 18Q: 3 clusters Score -978165.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -978186.937500 Penalty: 4426.101562
	Iteration 19Q: 3 clusters Score -978186.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -978209.687500 Penalty: 4426.101562
	Iteration 20F: 3 clusters Score -978209.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -978235.437500 Penalty: 4426.101562
	Iteration 21Q: 3 clusters Score -978235.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -978254.250000 Penalty: 4426.101562
	Iteration 22Q: 3 clusters Score -978254.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -978276.562500 Penalty: 4426.101562
	Iteration 23Q: 3 clusters Score -978276.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -978301.312500 Penalty: 4426.101562
	Iteration 24Q: 3 clusters Score -978301.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -978330.812500 Penalty: 4426.101562
	Iteration 25Q: 3 clusters Score -978330.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -978368.250000 Penalty: 4426.101562
	Iteration 26Q: 3 clusters Score -978368.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -978420.875000 Penalty: 4426.101562
	Iteration 27Q: 3 clusters Score -978420.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -978471.687500 Penalty: 4426.101562
	Iteration 28Q: 3 clusters Score -978471.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -978526.312500 Penalty: 4426.101562
	Iteration 29Q: 3 clusters Score -978526.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -978590.250000 Penalty: 4426.101562
	Iteration 30Q: 3 clusters Score -978590.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -978670.312500 Penalty: 4426.101562
	Iteration 31Q: 3 clusters Score -978670.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -978767.125000 Penalty: 4426.101562
	Iteration 32Q: 3 clusters Score -978767.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -978887.125000 Penalty: 4426.101562
	Iteration 33Q: 3 clusters Score -978887.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -979013.687500 Penalty: 4426.101562
	Iteration 34Q: 3 clusters Score -979013.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -979126.625000 Penalty: 4426.101562
	Iteration 35Q: 3 clusters Score -979126.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -979231.000000 Penalty: 4426.101562
	Iteration 36Q: 3 clusters Score -979231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -979327.750000 Penalty: 4426.101562
	Iteration 37Q: 3 clusters Score -979327.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -979409.875000 Penalty: 4426.101562
	Iteration 38Q: 3 clusters Score -979409.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -979497.000000 Penalty: 4426.101562
	Iteration 39Q: 3 clusters Score -979497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -979583.375000 Penalty: 4426.101562
	Iteration 40F: 3 clusters Score -979583.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -979645.125000 Penalty: 4426.101562
	Iteration 41Q: 3 clusters Score -979645.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -979687.812500 Penalty: 4426.101562
	Iteration 42Q: 3 clusters Score -979687.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -979715.250000 Penalty: 4426.101562
	Iteration 43Q: 3 clusters Score -979715.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -979742.625000 Penalty: 4426.101562
	Iteration 44Q: 3 clusters Score -979742.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -979759.312500 Penalty: 4426.101562
	Iteration 45Q: 3 clusters Score -979759.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -979769.687500 Penalty: 4426.101562
	Iteration 46Q: 3 clusters Score -979769.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -979779.062500 Penalty: 4426.101562
	Iteration 47Q: 3 clusters Score -979779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -979783.937500 Penalty: 4426.101562
	Iteration 48Q: 3 clusters Score -979783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -979787.375000 Penalty: 4426.101562
	Iteration 49Q: 3 clusters Score -979787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -979789.000000 Penalty: 4426.101562
	Iteration 50Q: 3 clusters Score -979789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -979791.125000 Penalty: 4426.101562
	Iteration 51Q: 3 clusters Score -979791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -979791.125000 Penalty: 4426.101562
	Iteration 52F: 3 clusters Score -979791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Entering Unmasked Estep 
Score: -2496974.750000 Penalty: 2444.360107
	Iteration 0F: 2 clusters Score -2496975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2483644.750000 Penalty: 4888.720215
	Iteration 0F: 3 clusters Score -2483645 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2488099.000000 Penalty: 4888.720215
	Iteration 1F: 3 clusters Score -2488099 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2488562.000000 Penalty: 4888.720215
	Iteration 2F: 3 clusters Score -2488562 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2488999.500000 Penalty: 4888.720215
	Iteration 3F: 3 clusters Score -2489000 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2489420.250000 Penalty: 4888.720215
	Iteration 4F: 3 clusters Score -2489420 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2489867.750000 Penalty: 4888.720215
	Iteration 5Q: 3 clusters Score -2489868 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2490412.750000 Penalty: 4888.720215
	Iteration 6F: 3 clusters Score -2490413 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2491068.000000 Penalty: 4888.720215
	Iteration 7F: 3 clusters Score -2491068 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2491743.750000 Penalty: 4888.720215
	Iteration 8F: 3 clusters Score -2491744 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2492455.250000 Penalty: 4888.720215
	Iteration 9F: 3 clusters Score -2492455 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2493046.000000 Penalty: 4888.720215
	Iteration 10Q: 3 clusters Score -2493046 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2493591.500000 Penalty: 4888.720215
	Iteration 11Q: 3 clusters Score -2493592 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2494006.500000 Penalty: 4888.720215
	Iteration 12Q: 3 clusters Score -2494006 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2494307.500000 Penalty: 4888.720215
	Iteration 13Q: 3 clusters Score -2494308 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2494504.750000 Penalty: 4888.720215
	Iteration 14Q: 3 clusters Score -2494505 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2494622.250000 Penalty: 4888.720215
	Iteration 15Q: 3 clusters Score -2494622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2494692.250000 Penalty: 4888.720215
	Iteration 16Q: 3 clusters Score -2494692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2494734.500000 Penalty: 4888.720215
	Iteration 17Q: 3 clusters Score -2494734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2494770.750000 Penalty: 4888.720215
	Iteration 18Q: 3 clusters Score -2494771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2494795.750000 Penalty: 4888.720215
	Iteration 19Q: 3 clusters Score -2494796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2494813.250000 Penalty: 4888.720215
	Iteration 20F: 3 clusters Score -2494813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2494831.000000 Penalty: 4888.720215
	Iteration 21Q: 3 clusters Score -2494831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2494838.250000 Penalty: 4888.720215
	Iteration 22Q: 3 clusters Score -2494838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2494844.250000 Penalty: 4888.720215
	Iteration 23Q: 3 clusters Score -2494844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2494852.250000 Penalty: 4888.720215
	Iteration 24Q: 3 clusters Score -2494852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2494854.750000 Penalty: 4888.720215
	Iteration 25Q: 3 clusters Score -2494855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2494856.000000 Penalty: 4888.720215
	Iteration 26Q: 3 clusters Score -2494856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2494856.500000 Penalty: 4888.720215
	Iteration 27Q: 3 clusters Score -2494856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2494856.500000 Penalty: 4888.720215
	Iteration 28F: 3 clusters Score -2494856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -78137.148438 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -78137.15 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 334 members 
Entering Unmasked Estep 
Score: -76464.304688 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -76464.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76643.789062 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -76643.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76715.500000 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -76715.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76737.242188 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -76737.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76740.078125 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -76740.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76743.539062 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76743.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76755.304688 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76765.656250 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -76765.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76766.664062 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -76766.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76766.664062 Penalty: 3194.709473
	Iteration 9F: 3 clusters Score -76766.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -272702.656250 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -272702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -270039.250000 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -270039.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -270521.062500 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -270521.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -270629.125000 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -270629.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -270680.593750 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -270680.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -270717.750000 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -270717.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -270747.156250 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -270747.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -270763.312500 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -270763.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -270773.625000 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -270773.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -270785.218750 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -270785.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -270797.187500 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -270797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -270805.093750 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -270805.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -270812.968750 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -270813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -270819.625000 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -270819.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -270826.062500 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -270826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -270829.093750 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -270829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270831.500000 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -270831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -270831.906250 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -270831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270832.937500 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -270832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -270833.062500 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -270833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -270833.062500 Penalty: 3783.986084
	Iteration 19F: 3 clusters Score -270833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Entering Unmasked Estep 
Score: -1627039.500000 Penalty: 2346.583984
	Iteration 0F: 2 clusters Score -1627040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1617561.625000 Penalty: 4693.167969
	Iteration 0F: 3 clusters Score -1617562 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1620564.375000 Penalty: 4693.167969
	Iteration 1F: 3 clusters Score -1620564 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1620905.750000 Penalty: 4693.167969
	Iteration 2F: 3 clusters Score -1620906 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1621174.875000 Penalty: 4693.167969
	Iteration 3Q: 3 clusters Score -1621175 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1621403.250000 Penalty: 4693.167969
	Iteration 4Q: 3 clusters Score -1621403 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1621607.750000 Penalty: 4693.167969
	Iteration 5Q: 3 clusters Score -1621608 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1621811.375000 Penalty: 4693.167969
	Iteration 6Q: 3 clusters Score -1621811 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1622069.750000 Penalty: 4693.167969
	Iteration 7Q: 3 clusters Score -1622070 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1622360.875000 Penalty: 4693.167969
	Iteration 8Q: 3 clusters Score -1622361 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1622697.250000 Penalty: 4693.167969
	Iteration 9Q: 3 clusters Score -1622697 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1623009.875000 Penalty: 4693.167969
	Iteration 10Q: 3 clusters Score -1623010 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1623261.250000 Penalty: 4693.167969
	Iteration 11Q: 3 clusters Score -1623261 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1623470.875000 Penalty: 4693.167969
	Iteration 12Q: 3 clusters Score -1623471 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1623623.375000 Penalty: 4693.167969
	Iteration 13Q: 3 clusters Score -1623623 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1623731.875000 Penalty: 4693.167969
	Iteration 14Q: 3 clusters Score -1623732 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1623830.500000 Penalty: 4693.167969
	Iteration 15Q: 3 clusters Score -1623830 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1623912.000000 Penalty: 4693.167969
	Iteration 16Q: 3 clusters Score -1623912 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1623996.375000 Penalty: 4693.167969
	Iteration 17Q: 3 clusters Score -1623996 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1624081.500000 Penalty: 4693.167969
	Iteration 18Q: 3 clusters Score -1624082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1624142.750000 Penalty: 4693.167969
	Iteration 19Q: 3 clusters Score -1624143 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1624219.000000 Penalty: 4693.167969
	Iteration 20F: 3 clusters Score -1624219 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1624294.875000 Penalty: 4693.167969
	Iteration 21Q: 3 clusters Score -1624295 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1624353.875000 Penalty: 4693.167969
	Iteration 22Q: 3 clusters Score -1624354 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1624414.625000 Penalty: 4693.167969
	Iteration 23Q: 3 clusters Score -1624415 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1624486.000000 Penalty: 4693.167969
	Iteration 24Q: 3 clusters Score -1624486 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1624556.375000 Penalty: 4693.167969
	Iteration 25Q: 3 clusters Score -1624556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1624625.125000 Penalty: 4693.167969
	Iteration 26Q: 3 clusters Score -1624625 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1624688.375000 Penalty: 4693.167969
	Iteration 27Q: 3 clusters Score -1624688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1624739.375000 Penalty: 4693.167969
	Iteration 28Q: 3 clusters Score -1624739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1624794.750000 Penalty: 4693.167969
	Iteration 29Q: 3 clusters Score -1624795 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1624859.125000 Penalty: 4693.167969
	Iteration 30Q: 3 clusters Score -1624859 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1624922.500000 Penalty: 4693.167969
	Iteration 31Q: 3 clusters Score -1624922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1624959.625000 Penalty: 4693.167969
	Iteration 32Q: 3 clusters Score -1624960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1624998.500000 Penalty: 4693.167969
	Iteration 33Q: 3 clusters Score -1624998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1625025.625000 Penalty: 4693.167969
	Iteration 34Q: 3 clusters Score -1625026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1625046.750000 Penalty: 4693.167969
	Iteration 35Q: 3 clusters Score -1625047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1625059.000000 Penalty: 4693.167969
	Iteration 36Q: 3 clusters Score -1625059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1625072.000000 Penalty: 4693.167969
	Iteration 37Q: 3 clusters Score -1625072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1625081.375000 Penalty: 4693.167969
	Iteration 38Q: 3 clusters Score -1625081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1625094.750000 Penalty: 4693.167969
	Iteration 39Q: 3 clusters Score -1625095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1625101.250000 Penalty: 4693.167969
	Iteration 40F: 3 clusters Score -1625101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1625107.875000 Penalty: 4693.167969
	Iteration 41Q: 3 clusters Score -1625108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1625110.000000 Penalty: 4693.167969
	Iteration 42Q: 3 clusters Score -1625110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1625112.500000 Penalty: 4693.167969
	Iteration 43Q: 3 clusters Score -1625112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1625116.000000 Penalty: 4693.167969
	Iteration 44Q: 3 clusters Score -1625116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1625117.250000 Penalty: 4693.167969
	Iteration 45Q: 3 clusters Score -1625117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1625117.750000 Penalty: 4693.167969
	Iteration 46Q: 3 clusters Score -1625118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1625117.750000 Penalty: 4693.167969
	Iteration 47Q: 3 clusters Score -1625118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1625117.750000 Penalty: 4693.167969
	Iteration 48F: 3 clusters Score -1625118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Entering Unmasked Estep 
Score: -930140.812500 Penalty: 2203.657959
	Iteration 0F: 2 clusters Score -930140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -924293.687500 Penalty: 4407.315918
	Iteration 0F: 3 clusters Score -924293.7 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -925899.000000 Penalty: 4407.315918
	Iteration 1F: 3 clusters Score -925899 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -926273.062500 Penalty: 4407.315918
	Iteration 2F: 3 clusters Score -926273.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -926585.062500 Penalty: 4407.315918
	Iteration 3F: 3 clusters Score -926585.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -926817.250000 Penalty: 4407.315918
	Iteration 4F: 3 clusters Score -926817.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -927025.375000 Penalty: 4407.315918
	Iteration 5Q: 3 clusters Score -927025.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -927250.437500 Penalty: 4407.315918
	Iteration 6Q: 3 clusters Score -927250.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -927483.125000 Penalty: 4407.315918
	Iteration 7Q: 3 clusters Score -927483.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -927699.125000 Penalty: 4407.315918
	Iteration 8Q: 3 clusters Score -927699.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -927912.312500 Penalty: 4407.315918
	Iteration 9Q: 3 clusters Score -927912.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -928073.250000 Penalty: 4407.315918
	Iteration 10Q: 3 clusters Score -928073.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -928196.250000 Penalty: 4407.315918
	Iteration 11Q: 3 clusters Score -928196.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -928324.437500 Penalty: 4407.315918
	Iteration 12Q: 3 clusters Score -928324.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -928433.937500 Penalty: 4407.315918
	Iteration 13Q: 3 clusters Score -928433.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -928539.000000 Penalty: 4407.315918
	Iteration 14Q: 3 clusters Score -928539 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -928665.500000 Penalty: 4407.315918
	Iteration 15Q: 3 clusters Score -928665.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -928794.812500 Penalty: 4407.315918
	Iteration 16Q: 3 clusters Score -928794.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -928930.750000 Penalty: 4407.315918
	Iteration 17Q: 3 clusters Score -928930.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -929051.750000 Penalty: 4407.315918
	Iteration 18Q: 3 clusters Score -929051.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -929145.562500 Penalty: 4407.315918
	Iteration 19Q: 3 clusters Score -929145.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -929223.750000 Penalty: 4407.315918
	Iteration 20F: 3 clusters Score -929223.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -929266.937500 Penalty: 4407.315918
	Iteration 21Q: 3 clusters Score -929266.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -929290.500000 Penalty: 4407.315918
	Iteration 22Q: 3 clusters Score -929290.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -929305.875000 Penalty: 4407.315918
	Iteration 23Q: 3 clusters Score -929305.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -929314.687500 Penalty: 4407.315918
	Iteration 24Q: 3 clusters Score -929314.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -929321.250000 Penalty: 4407.315918
	Iteration 25Q: 3 clusters Score -929321.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -929324.812500 Penalty: 4407.315918
	Iteration 26Q: 3 clusters Score -929324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -929324.937500 Penalty: 4407.315918
	Iteration 27Q: 3 clusters Score -929324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -929327.250000 Penalty: 4407.315918
	Iteration 28Q: 3 clusters Score -929327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -929330.937500 Penalty: 4407.315918
	Iteration 29Q: 3 clusters Score -929330.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -929332.312500 Penalty: 4407.315918
	Iteration 30Q: 3 clusters Score -929332.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -929337.937500 Penalty: 4407.315918
	Iteration 31Q: 3 clusters Score -929337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -929341.250000 Penalty: 4407.315918
	Iteration 32Q: 3 clusters Score -929341.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -929343.062500 Penalty: 4407.315918
	Iteration 33Q: 3 clusters Score -929343.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -929345.000000 Penalty: 4407.315918
	Iteration 34Q: 3 clusters Score -929345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -929344.687500 Penalty: 4407.315918
	Iteration 35Q: 3 clusters Score -929344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -929347.562500 Penalty: 4407.315918
	Iteration 36Q: 3 clusters Score -929347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -929347.625000 Penalty: 4407.315918
	Iteration 37Q: 3 clusters Score -929347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -929349.000000 Penalty: 4407.315918
	Iteration 38Q: 3 clusters Score -929349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -929349.000000 Penalty: 4407.315918
	Iteration 39F: 3 clusters Score -929349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Entering Unmasked Estep 
Score: -6258636.500000 Penalty: 2669.684570
	Iteration 0F: 2 clusters Score -6258636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -6226824.500000 Penalty: 5339.369141
	Iteration 0F: 3 clusters Score -6226824 nChanged 21712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6238476.000000 Penalty: 5339.369141
	Iteration 1F: 3 clusters Score -6238476 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -6239011.000000 Penalty: 5339.369141
	Iteration 2Q: 3 clusters Score -6239011 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -6239502.000000 Penalty: 5339.369141
	Iteration 3Q: 3 clusters Score -6239502 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -6240055.000000 Penalty: 5339.369141
	Iteration 4Q: 3 clusters Score -6240055 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -6240717.000000 Penalty: 5339.369141
	Iteration 5Q: 3 clusters Score -6240717 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -6241628.500000 Penalty: 5339.369141
	Iteration 6Q: 3 clusters Score -6241628 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -6242828.000000 Penalty: 5339.369141
	Iteration 7F: 3 clusters Score -6242828 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -6244516.000000 Penalty: 5339.369141
	Iteration 8F: 3 clusters Score -6244516 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -6246765.500000 Penalty: 5339.369141
	Iteration 9F: 3 clusters Score -6246766 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -6249538.000000 Penalty: 5339.369141
	Iteration 10F: 3 clusters Score -6249538 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -6252073.000000 Penalty: 5339.369141
	Iteration 11F: 3 clusters Score -6252073 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -6253927.500000 Penalty: 5339.369141
	Iteration 12Q: 3 clusters Score -6253928 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -6254986.500000 Penalty: 5339.369141
	Iteration 13Q: 3 clusters Score -6254986 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6255604.500000 Penalty: 5339.369141
	Iteration 14Q: 3 clusters Score -6255604 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -6255951.000000 Penalty: 5339.369141
	Iteration 15Q: 3 clusters Score -6255951 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -6256104.000000 Penalty: 5339.369141
	Iteration 16Q: 3 clusters Score -6256104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6256172.000000 Penalty: 5339.369141
	Iteration 17Q: 3 clusters Score -6256172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -6256214.500000 Penalty: 5339.369141
	Iteration 18Q: 3 clusters Score -6256214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -6256233.500000 Penalty: 5339.369141
	Iteration 19Q: 3 clusters Score -6256234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -6256253.500000 Penalty: 5339.369141
	Iteration 20F: 3 clusters Score -6256254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -6256273.000000 Penalty: 5339.369141
	Iteration 21Q: 3 clusters Score -6256273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -6256312.000000 Penalty: 5339.369141
	Iteration 22Q: 3 clusters Score -6256312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -6256320.500000 Penalty: 5339.369141
	Iteration 23Q: 3 clusters Score -6256320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6256327.500000 Penalty: 5339.369141
	Iteration 24Q: 3 clusters Score -6256328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -6256328.500000 Penalty: 5339.369141
	Iteration 25Q: 3 clusters Score -6256328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -6256328.500000 Penalty: 5339.369141
	Iteration 26F: 3 clusters Score -6256328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Entering Unmasked Estep 
Score: -5421534.000000 Penalty: 2637.763672
	Iteration 0F: 2 clusters Score -5421534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -5393310.000000 Penalty: 5275.527344
	Iteration 0F: 3 clusters Score -5393310 nChanged 19029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -5403651.000000 Penalty: 5275.527344
	Iteration 1F: 3 clusters Score -5403651 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -5404253.000000 Penalty: 5275.527344
	Iteration 2Q: 3 clusters Score -5404253 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -5405005.000000 Penalty: 5275.527344
	Iteration 3Q: 3 clusters Score -5405005 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -5405992.500000 Penalty: 5275.527344
	Iteration 4F: 3 clusters Score -5405992 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -5407508.500000 Penalty: 5275.527344
	Iteration 5F: 3 clusters Score -5407508 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -5409810.500000 Penalty: 5275.527344
	Iteration 6F: 3 clusters Score -5409810 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -5412853.000000 Penalty: 5275.527344
	Iteration 7F: 3 clusters Score -5412853 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5415800.000000 Penalty: 5275.527344
	Iteration 8F: 3 clusters Score -5415800 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5417819.500000 Penalty: 5275.527344
	Iteration 9Q: 3 clusters Score -5417820 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5418682.000000 Penalty: 5275.527344
	Iteration 10Q: 3 clusters Score -5418682 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5418990.500000 Penalty: 5275.527344
	Iteration 11Q: 3 clusters Score -5418990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5419094.000000 Penalty: 5275.527344
	Iteration 12Q: 3 clusters Score -5419094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5419182.500000 Penalty: 5275.527344
	Iteration 13Q: 3 clusters Score -5419182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5419209.000000 Penalty: 5275.527344
	Iteration 14Q: 3 clusters Score -5419209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5419237.000000 Penalty: 5275.527344
	Iteration 15Q: 3 clusters Score -5419237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5419254.000000 Penalty: 5275.527344
	Iteration 16Q: 3 clusters Score -5419254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5419266.000000 Penalty: 5275.527344
	Iteration 17Q: 3 clusters Score -5419266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5419271.500000 Penalty: 5275.527344
	Iteration 18Q: 3 clusters Score -5419272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5419281.500000 Penalty: 5275.527344
	Iteration 19Q: 3 clusters Score -5419282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5419280.000000 Penalty: 5275.527344
	Iteration 20F: 3 clusters Score -5419280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5419282.500000 Penalty: 5275.527344
	Iteration 21Q: 3 clusters Score -5419282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5419287.000000 Penalty: 5275.527344
	Iteration 22Q: 3 clusters Score -5419287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5419287.000000 Penalty: 5275.527344
	Iteration 23F: 3 clusters Score -5419287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -97672.070312 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -97672.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95879.140625 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -95879.14 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96155.953125 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -96155.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96236.851562 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -96236.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96270.203125 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -96270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96284.515625 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -96284.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96290.187500 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -96290.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96292.046875 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -96292.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96292.046875 Penalty: 3319.888428
	Iteration 7F: 3 clusters Score -96292.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Entering Unmasked Estep 
Score: -1115082.500000 Penalty: 2256.126221
	Iteration 0F: 2 clusters Score -1115082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1108072.500000 Penalty: 4512.252441
	Iteration 0F: 3 clusters Score -1108072 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1110108.625000 Penalty: 4512.252441
	Iteration 1F: 3 clusters Score -1110109 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1110405.125000 Penalty: 4512.252441
	Iteration 2F: 3 clusters Score -1110405 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1110596.375000 Penalty: 4512.252441
	Iteration 3Q: 3 clusters Score -1110596 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1110746.125000 Penalty: 4512.252441
	Iteration 4Q: 3 clusters Score -1110746 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1110869.500000 Penalty: 4512.252441
	Iteration 5Q: 3 clusters Score -1110870 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1110978.375000 Penalty: 4512.252441
	Iteration 6Q: 3 clusters Score -1110978 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1111078.375000 Penalty: 4512.252441
	Iteration 7Q: 3 clusters Score -1111078 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1111180.125000 Penalty: 4512.252441
	Iteration 8Q: 3 clusters Score -1111180 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1111279.750000 Penalty: 4512.252441
	Iteration 9Q: 3 clusters Score -1111280 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1111401.500000 Penalty: 4512.252441
	Iteration 10Q: 3 clusters Score -1111402 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1111571.125000 Penalty: 4512.252441
	Iteration 11Q: 3 clusters Score -1111571 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1111752.750000 Penalty: 4512.252441
	Iteration 12Q: 3 clusters Score -1111753 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1111916.625000 Penalty: 4512.252441
	Iteration 13Q: 3 clusters Score -1111917 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1112085.750000 Penalty: 4512.252441
	Iteration 14Q: 3 clusters Score -1112086 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1112261.750000 Penalty: 4512.252441
	Iteration 15Q: 3 clusters Score -1112262 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1112420.625000 Penalty: 4512.252441
	Iteration 16Q: 3 clusters Score -1112421 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1112559.875000 Penalty: 4512.252441
	Iteration 17Q: 3 clusters Score -1112560 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1112673.125000 Penalty: 4512.252441
	Iteration 18Q: 3 clusters Score -1112673 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1112766.875000 Penalty: 4512.252441
	Iteration 19Q: 3 clusters Score -1112767 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1112855.500000 Penalty: 4512.252441
	Iteration 20F: 3 clusters Score -1112856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1112920.375000 Penalty: 4512.252441
	Iteration 21Q: 3 clusters Score -1112920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1112963.000000 Penalty: 4512.252441
	Iteration 22Q: 3 clusters Score -1112963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1112983.875000 Penalty: 4512.252441
	Iteration 23Q: 3 clusters Score -1112984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1113006.250000 Penalty: 4512.252441
	Iteration 24Q: 3 clusters Score -1113006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1113034.375000 Penalty: 4512.252441
	Iteration 25Q: 3 clusters Score -1113034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1113057.375000 Penalty: 4512.252441
	Iteration 26Q: 3 clusters Score -1113057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1113068.750000 Penalty: 4512.252441
	Iteration 27Q: 3 clusters Score -1113069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1113081.375000 Penalty: 4512.252441
	Iteration 28Q: 3 clusters Score -1113081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1113101.875000 Penalty: 4512.252441
	Iteration 29Q: 3 clusters Score -1113102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1113118.625000 Penalty: 4512.252441
	Iteration 30Q: 3 clusters Score -1113119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1113129.500000 Penalty: 4512.252441
	Iteration 31Q: 3 clusters Score -1113130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1113137.000000 Penalty: 4512.252441
	Iteration 32Q: 3 clusters Score -1113137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1113138.875000 Penalty: 4512.252441
	Iteration 33Q: 3 clusters Score -1113139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1113145.250000 Penalty: 4512.252441
	Iteration 34Q: 3 clusters Score -1113145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1113148.375000 Penalty: 4512.252441
	Iteration 35Q: 3 clusters Score -1113148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1113149.125000 Penalty: 4512.252441
	Iteration 36Q: 3 clusters Score -1113149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1113149.875000 Penalty: 4512.252441
	Iteration 37Q: 3 clusters Score -1113150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1113149.875000 Penalty: 4512.252441
	Iteration 38F: 3 clusters Score -1113150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -821364.250000 Penalty: 2183.137451
	Iteration 0F: 2 clusters Score -821364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -815807.375000 Penalty: 4366.274902
	Iteration 0F: 3 clusters Score -815807.4 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -817345.437500 Penalty: 4366.274902
	Iteration 1F: 3 clusters Score -817345.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -817668.750000 Penalty: 4366.274902
	Iteration 2F: 3 clusters Score -817668.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -817895.687500 Penalty: 4366.274902
	Iteration 3F: 3 clusters Score -817895.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -818105.625000 Penalty: 4366.274902
	Iteration 4F: 3 clusters Score -818105.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -818296.750000 Penalty: 4366.274902
	Iteration 5Q: 3 clusters Score -818296.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -818489.062500 Penalty: 4366.274902
	Iteration 6Q: 3 clusters Score -818489.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -818703.062500 Penalty: 4366.274902
	Iteration 7Q: 3 clusters Score -818703.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -818904.375000 Penalty: 4366.274902
	Iteration 8Q: 3 clusters Score -818904.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -819097.562500 Penalty: 4366.274902
	Iteration 9Q: 3 clusters Score -819097.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -819260.062500 Penalty: 4366.274902
	Iteration 10Q: 3 clusters Score -819260.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -819380.437500 Penalty: 4366.274902
	Iteration 11Q: 3 clusters Score -819380.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -819481.000000 Penalty: 4366.274902
	Iteration 12Q: 3 clusters Score -819481 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -819577.937500 Penalty: 4366.274902
	Iteration 13Q: 3 clusters Score -819577.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -819649.562500 Penalty: 4366.274902
	Iteration 14Q: 3 clusters Score -819649.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -819723.937500 Penalty: 4366.274902
	Iteration 15Q: 3 clusters Score -819723.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -819782.625000 Penalty: 4366.274902
	Iteration 16Q: 3 clusters Score -819782.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -819839.875000 Penalty: 4366.274902
	Iteration 17Q: 3 clusters Score -819839.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -819900.687500 Penalty: 4366.274902
	Iteration 18Q: 3 clusters Score -819900.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -819962.687500 Penalty: 4366.274902
	Iteration 19Q: 3 clusters Score -819962.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -820028.375000 Penalty: 4366.274902
	Iteration 20F: 3 clusters Score -820028.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -820092.562500 Penalty: 4366.274902
	Iteration 21Q: 3 clusters Score -820092.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -820165.687500 Penalty: 4366.274902
	Iteration 22Q: 3 clusters Score -820165.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -820217.000000 Penalty: 4366.274902
	Iteration 23Q: 3 clusters Score -820217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -820255.937500 Penalty: 4366.274902
	Iteration 24Q: 3 clusters Score -820255.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -820294.875000 Penalty: 4366.274902
	Iteration 25Q: 3 clusters Score -820294.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -820336.062500 Penalty: 4366.274902
	Iteration 26Q: 3 clusters Score -820336.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -820367.062500 Penalty: 4366.274902
	Iteration 27Q: 3 clusters Score -820367.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -820400.500000 Penalty: 4366.274902
	Iteration 28Q: 3 clusters Score -820400.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -820425.250000 Penalty: 4366.274902
	Iteration 29Q: 3 clusters Score -820425.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -820448.937500 Penalty: 4366.274902
	Iteration 30Q: 3 clusters Score -820448.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -820470.187500 Penalty: 4366.274902
	Iteration 31Q: 3 clusters Score -820470.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -820489.125000 Penalty: 4366.274902
	Iteration 32Q: 3 clusters Score -820489.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -820498.125000 Penalty: 4366.274902
	Iteration 33Q: 3 clusters Score -820498.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -820506.437500 Penalty: 4366.274902
	Iteration 34Q: 3 clusters Score -820506.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -820511.250000 Penalty: 4366.274902
	Iteration 35Q: 3 clusters Score -820511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -820517.125000 Penalty: 4366.274902
	Iteration 36Q: 3 clusters Score -820517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -820519.375000 Penalty: 4366.274902
	Iteration 37Q: 3 clusters Score -820519.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -820521.937500 Penalty: 4366.274902
	Iteration 38Q: 3 clusters Score -820521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -820524.750000 Penalty: 4366.274902
	Iteration 39Q: 3 clusters Score -820524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -820528.812500 Penalty: 4366.274902
	Iteration 40F: 3 clusters Score -820528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -820531.625000 Penalty: 4366.274902
	Iteration 41Q: 3 clusters Score -820531.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -820532.250000 Penalty: 4366.274902
	Iteration 42Q: 3 clusters Score -820532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -820532.437500 Penalty: 4366.274902
	Iteration 43Q: 3 clusters Score -820532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -820536.000000 Penalty: 4366.274902
	Iteration 44Q: 3 clusters Score -820536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -820534.750000 Penalty: 4366.274902
	Iteration 45Q: 3 clusters Score -820534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -820536.187500 Penalty: 4366.274902
	Iteration 46Q: 3 clusters Score -820536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -820536.187500 Penalty: 4366.274902
	Iteration 47F: 3 clusters Score -820536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -21284.126953 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -21284.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20278.322266 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -20278.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20360.910156 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -20360.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20371.708984 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -20371.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20371.708984 Penalty: 2635.350342
	Iteration 3F: 3 clusters Score -20371.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -450320.531250 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -450320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -446740.062500 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -446740.1 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -447468.718750 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -447468.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -447677.906250 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -447677.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -447804.937500 Penalty: 4051.006348
	Iteration 3Q: 3 clusters Score -447804.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -447906.500000 Penalty: 4051.006348
	Iteration 4Q: 3 clusters Score -447906.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -447991.375000 Penalty: 4051.006348
	Iteration 5Q: 3 clusters Score -447991.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -448044.250000 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -448044.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -448097.843750 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -448097.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -448152.468750 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -448152.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -448204.937500 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -448204.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -448250.000000 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -448250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -448284.156250 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -448284.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -448309.093750 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -448309.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -448332.906250 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -448332.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -448361.062500 Penalty: 4051.006348
	Iteration 14Q: 3 clusters Score -448361.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -448396.562500 Penalty: 4051.006348
	Iteration 15Q: 3 clusters Score -448396.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -448429.718750 Penalty: 4051.006348
	Iteration 16Q: 3 clusters Score -448429.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -448464.031250 Penalty: 4051.006348
	Iteration 17Q: 3 clusters Score -448464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -448499.406250 Penalty: 4051.006348
	Iteration 18Q: 3 clusters Score -448499.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -448534.375000 Penalty: 4051.006348
	Iteration 19Q: 3 clusters Score -448534.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -448560.968750 Penalty: 4051.006348
	Iteration 20F: 3 clusters Score -448561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -448587.281250 Penalty: 4051.006348
	Iteration 21Q: 3 clusters Score -448587.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -448605.937500 Penalty: 4051.006348
	Iteration 22Q: 3 clusters Score -448605.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -448615.468750 Penalty: 4051.006348
	Iteration 23Q: 3 clusters Score -448615.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -448623.812500 Penalty: 4051.006348
	Iteration 24Q: 3 clusters Score -448623.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -448629.156250 Penalty: 4051.006348
	Iteration 25Q: 3 clusters Score -448629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -448634.437500 Penalty: 4051.006348
	Iteration 26Q: 3 clusters Score -448634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -448639.625000 Penalty: 4051.006348
	Iteration 27Q: 3 clusters Score -448639.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -448646.156250 Penalty: 4051.006348
	Iteration 28Q: 3 clusters Score -448646.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -448654.343750 Penalty: 4051.006348
	Iteration 29Q: 3 clusters Score -448654.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -448660.593750 Penalty: 4051.006348
	Iteration 30Q: 3 clusters Score -448660.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -448668.250000 Penalty: 4051.006348
	Iteration 31Q: 3 clusters Score -448668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -448670.875000 Penalty: 4051.006348
	Iteration 32Q: 3 clusters Score -448670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -448677.437500 Penalty: 4051.006348
	Iteration 33Q: 3 clusters Score -448677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -448683.593750 Penalty: 4051.006348
	Iteration 34Q: 3 clusters Score -448683.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -448691.093750 Penalty: 4051.006348
	Iteration 35Q: 3 clusters Score -448691.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -448694.156250 Penalty: 4051.006348
	Iteration 36Q: 3 clusters Score -448694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -448696.937500 Penalty: 4051.006348
	Iteration 37Q: 3 clusters Score -448696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -448699.187500 Penalty: 4051.006348
	Iteration 38Q: 3 clusters Score -448699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -448699.125000 Penalty: 4051.006348
	Iteration 39Q: 3 clusters Score -448699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -448699.750000 Penalty: 4051.006348
	Iteration 40F: 3 clusters Score -448699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -448700.906250 Penalty: 4051.006348
	Iteration 41Q: 3 clusters Score -448700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -448703.125000 Penalty: 4051.006348
	Iteration 42Q: 3 clusters Score -448703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -448705.062500 Penalty: 4051.006348
	Iteration 43Q: 3 clusters Score -448705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -448704.812500 Penalty: 4051.006348
	Iteration 44Q: 3 clusters Score -448704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -448705.625000 Penalty: 4051.006348
	Iteration 45Q: 3 clusters Score -448705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -448705.062500 Penalty: 4051.006348
	Iteration 46Q: 3 clusters Score -448705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -448705.062500 Penalty: 4051.006348
	Iteration 47F: 3 clusters Score -448705.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Entering Unmasked Estep 
Score: -904647.187500 Penalty: 2214.270020
	Iteration 0F: 2 clusters Score -904647.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -898484.250000 Penalty: 4428.540039
	Iteration 0F: 3 clusters Score -898484.2 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -900226.312500 Penalty: 4428.540039
	Iteration 1F: 3 clusters Score -900226.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -900535.187500 Penalty: 4428.540039
	Iteration 2F: 3 clusters Score -900535.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -900780.875000 Penalty: 4428.540039
	Iteration 3F: 3 clusters Score -900780.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -900991.625000 Penalty: 4428.540039
	Iteration 4Q: 3 clusters Score -900991.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -901175.875000 Penalty: 4428.540039
	Iteration 5Q: 3 clusters Score -901175.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -901362.937500 Penalty: 4428.540039
	Iteration 6Q: 3 clusters Score -901362.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -901517.687500 Penalty: 4428.540039
	Iteration 7Q: 3 clusters Score -901517.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -901679.187500 Penalty: 4428.540039
	Iteration 8Q: 3 clusters Score -901679.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -901831.312500 Penalty: 4428.540039
	Iteration 9Q: 3 clusters Score -901831.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -901988.062500 Penalty: 4428.540039
	Iteration 10Q: 3 clusters Score -901988.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -902131.000000 Penalty: 4428.540039
	Iteration 11Q: 3 clusters Score -902131 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -902244.125000 Penalty: 4428.540039
	Iteration 12Q: 3 clusters Score -902244.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -902360.687500 Penalty: 4428.540039
	Iteration 13Q: 3 clusters Score -902360.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -902467.062500 Penalty: 4428.540039
	Iteration 14Q: 3 clusters Score -902467.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -902549.687500 Penalty: 4428.540039
	Iteration 15Q: 3 clusters Score -902549.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -902610.562500 Penalty: 4428.540039
	Iteration 16Q: 3 clusters Score -902610.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -902649.500000 Penalty: 4428.540039
	Iteration 17Q: 3 clusters Score -902649.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -902684.875000 Penalty: 4428.540039
	Iteration 18Q: 3 clusters Score -902684.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -902720.062500 Penalty: 4428.540039
	Iteration 19Q: 3 clusters Score -902720.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -902737.625000 Penalty: 4428.540039
	Iteration 20F: 3 clusters Score -902737.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -902751.562500 Penalty: 4428.540039
	Iteration 21Q: 3 clusters Score -902751.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -902759.937500 Penalty: 4428.540039
	Iteration 22Q: 3 clusters Score -902759.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -902766.437500 Penalty: 4428.540039
	Iteration 23Q: 3 clusters Score -902766.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -902775.125000 Penalty: 4428.540039
	Iteration 24Q: 3 clusters Score -902775.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -902787.187500 Penalty: 4428.540039
	Iteration 25Q: 3 clusters Score -902787.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -902794.625000 Penalty: 4428.540039
	Iteration 26Q: 3 clusters Score -902794.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -902802.875000 Penalty: 4428.540039
	Iteration 27Q: 3 clusters Score -902802.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -902808.875000 Penalty: 4428.540039
	Iteration 28Q: 3 clusters Score -902808.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -902819.812500 Penalty: 4428.540039
	Iteration 29Q: 3 clusters Score -902819.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -902828.812500 Penalty: 4428.540039
	Iteration 30Q: 3 clusters Score -902828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -902833.750000 Penalty: 4428.540039
	Iteration 31Q: 3 clusters Score -902833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -902837.750000 Penalty: 4428.540039
	Iteration 32Q: 3 clusters Score -902837.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -902845.375000 Penalty: 4428.540039
	Iteration 33Q: 3 clusters Score -902845.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -902846.375000 Penalty: 4428.540039
	Iteration 34Q: 3 clusters Score -902846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -902845.937500 Penalty: 4428.540039
	Iteration 35Q: 3 clusters Score -902845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -902848.562500 Penalty: 4428.540039
	Iteration 36Q: 3 clusters Score -902848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -902849.750000 Penalty: 4428.540039
	Iteration 37Q: 3 clusters Score -902849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -902852.250000 Penalty: 4428.540039
	Iteration 38Q: 3 clusters Score -902852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -902853.312500 Penalty: 4428.540039
	Iteration 39Q: 3 clusters Score -902853.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -902855.000000 Penalty: 4428.540039
	Iteration 40F: 3 clusters Score -902855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -902855.687500 Penalty: 4428.540039
	Iteration 41Q: 3 clusters Score -902855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -902859.750000 Penalty: 4428.540039
	Iteration 42Q: 3 clusters Score -902859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -902857.750000 Penalty: 4428.540039
	Iteration 43Q: 3 clusters Score -902857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -902860.687500 Penalty: 4428.540039
	Iteration 44Q: 3 clusters Score -902860.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -902863.812500 Penalty: 4428.540039
	Iteration 45Q: 3 clusters Score -902863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -902864.875000 Penalty: 4428.540039
	Iteration 46Q: 3 clusters Score -902864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -902865.500000 Penalty: 4428.540039
	Iteration 47Q: 3 clusters Score -902865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -902865.312500 Penalty: 4428.540039
	Iteration 48Q: 3 clusters Score -902865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -902867.687500 Penalty: 4428.540039
	Iteration 49Q: 3 clusters Score -902867.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -902874.000000 Penalty: 4428.540039
	Iteration 50Q: 3 clusters Score -902874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -902878.062500 Penalty: 4428.540039
	Iteration 51Q: 3 clusters Score -902878.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -902878.687500 Penalty: 4428.540039
	Iteration 52Q: 3 clusters Score -902878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -902879.625000 Penalty: 4428.540039
	Iteration 53Q: 3 clusters Score -902879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -902882.812500 Penalty: 4428.540039
	Iteration 54Q: 3 clusters Score -902882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -902883.750000 Penalty: 4428.540039
	Iteration 55Q: 3 clusters Score -902883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -902884.437500 Penalty: 4428.540039
	Iteration 56Q: 3 clusters Score -902884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -902885.875000 Penalty: 4428.540039
	Iteration 57Q: 3 clusters Score -902885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -902885.562500 Penalty: 4428.540039
	Iteration 58Q: 3 clusters Score -902885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -902885.375000 Penalty: 4428.540039
	Iteration 59Q: 3 clusters Score -902885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -902886.000000 Penalty: 4428.540039
	Iteration 60F: 3 clusters Score -902886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -902885.687500 Penalty: 4428.540039
	Iteration 61Q: 3 clusters Score -902885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -902887.437500 Penalty: 4428.540039
	Iteration 62Q: 3 clusters Score -902887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -902888.625000 Penalty: 4428.540039
	Iteration 63Q: 3 clusters Score -902888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -902888.625000 Penalty: 4428.540039
	Iteration 64F: 3 clusters Score -902888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99852.195312 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -99852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98108.796875 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -98108.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98566.898438 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -98566.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98826.070312 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -98826.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99118.953125 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -99118.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -99401.640625 Penalty: 3353.165527
	Iteration 4F: 3 clusters Score -99401.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99687.437500 Penalty: 3353.165527
	Iteration 5F: 3 clusters Score -99687.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -99840.617188 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -99840.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -99887.601562 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -99887.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -99908.960938 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -99908.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -99926.757812 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -99926.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -99933.570312 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -99933.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -99933.570312 Penalty: 3353.165527
	Iteration 11F: 3 clusters Score -99933.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47328 members 
Mstep: Class 10 contains 41612 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 173 members 
Mstep: Class 18 contains 99729 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
Score: -42910652.000000 Penalty: 72583.757812
Splitting cluster 17 changes total score from -42912044.000000 to -42910652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (99729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Entering Unmasked Estep 
Score: -13104844.000000 Penalty: 2854.532471
	Iteration 0F: 2 clusters Score -1.310484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -13038402.000000 Penalty: 5709.064941
	Iteration 0F: 3 clusters Score -1.30384e+07 nChanged 47056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -13065399.000000 Penalty: 5709.064941
	Iteration 1F: 3 clusters Score -1.30654e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -13066190.000000 Penalty: 5709.064941
	Iteration 2Q: 3 clusters Score -1.306619e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -13067152.000000 Penalty: 5709.064941
	Iteration 3Q: 3 clusters Score -1.306715e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -13068718.000000 Penalty: 5709.064941
	Iteration 4Q: 3 clusters Score -1.306872e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -13071172.000000 Penalty: 5709.064941
	Iteration 5F: 3 clusters Score -1.307117e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -13075185.000000 Penalty: 5709.064941
	Iteration 6F: 3 clusters Score -1.307518e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -13081185.000000 Penalty: 5709.064941
	Iteration 7F: 3 clusters Score -1.308118e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -13088428.000000 Penalty: 5709.064941
	Iteration 8F: 3 clusters Score -1.308843e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -13095107.000000 Penalty: 5709.064941
	Iteration 9F: 3 clusters Score -1.309511e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -13099294.000000 Penalty: 5709.064941
	Iteration 10Q: 3 clusters Score -1.309929e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -13101097.000000 Penalty: 5709.064941
	Iteration 11Q: 3 clusters Score -1.31011e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -13101804.000000 Penalty: 5709.064941
	Iteration 12Q: 3 clusters Score -1.31018e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 99318 members 
Entering Unmasked Estep 
Score: -13102086.000000 Penalty: 5709.064941
	Iteration 13Q: 3 clusters Score -1.310209e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 99402 members 
Entering Unmasked Estep 
Score: -13102205.000000 Penalty: 5709.064941
	Iteration 14Q: 3 clusters Score -1.31022e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -13102269.000000 Penalty: 5709.064941
	Iteration 15Q: 3 clusters Score -1.310227e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
Score: -13102304.000000 Penalty: 5709.064941
	Iteration 16Q: 3 clusters Score -1.31023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -13102333.000000 Penalty: 5709.064941
	Iteration 17Q: 3 clusters Score -1.310233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -13102342.000000 Penalty: 5709.064941
	Iteration 18Q: 3 clusters Score -1.310234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -13102346.000000 Penalty: 5709.064941
	Iteration 19Q: 3 clusters Score -1.310235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -13102349.000000 Penalty: 5709.064941
	Iteration 20F: 3 clusters Score -1.310235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -13102355.000000 Penalty: 5709.064941
	Iteration 21Q: 3 clusters Score -1.310236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -13102346.000000 Penalty: 5709.064941
	Iteration 22Q: 3 clusters Score -1.310235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -13102348.000000 Penalty: 5709.064941
	Iteration 23Q: 3 clusters Score -1.310235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -13102348.000000 Penalty: 5709.064941
	Iteration 24F: 3 clusters Score -1.310235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Entering Unmasked Estep 
Score: -3638268.250000 Penalty: 2542.047852
	Iteration 0F: 2 clusters Score -3638268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3618783.750000 Penalty: 5084.095703
	Iteration 0F: 3 clusters Score -3618784 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3625986.750000 Penalty: 5084.095703
	Iteration 1F: 3 clusters Score -3625987 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3626855.000000 Penalty: 5084.095703
	Iteration 2F: 3 clusters Score -3626855 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3627801.750000 Penalty: 5084.095703
	Iteration 3F: 3 clusters Score -3627802 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3628955.500000 Penalty: 5084.095703
	Iteration 4F: 3 clusters Score -3628956 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3630102.750000 Penalty: 5084.095703
	Iteration 5F: 3 clusters Score -3630103 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3631087.250000 Penalty: 5084.095703
	Iteration 6F: 3 clusters Score -3631087 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3631975.500000 Penalty: 5084.095703
	Iteration 7F: 3 clusters Score -3631976 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3632852.250000 Penalty: 5084.095703
	Iteration 8Q: 3 clusters Score -3632852 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3634142.000000 Penalty: 5084.095703
	Iteration 9Q: 3 clusters Score -3634142 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3635860.000000 Penalty: 5084.095703
	Iteration 10F: 3 clusters Score -3635860 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3637636.500000 Penalty: 5084.095703
	Iteration 11F: 3 clusters Score -3637636 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3638853.250000 Penalty: 5084.095703
	Iteration 12Q: 3 clusters Score -3638853 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3639482.250000 Penalty: 5084.095703
	Iteration 13Q: 3 clusters Score -3639482 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -3639767.250000 Penalty: 5084.095703
	Iteration 14Q: 3 clusters Score -3639767 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3639870.000000 Penalty: 5084.095703
	Iteration 15Q: 3 clusters Score -3639870 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3639912.750000 Penalty: 5084.095703
	Iteration 16Q: 3 clusters Score -3639913 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3639932.250000 Penalty: 5084.095703
	Iteration 17Q: 3 clusters Score -3639932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3639955.000000 Penalty: 5084.095703
	Iteration 18Q: 3 clusters Score -3639955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3639965.000000 Penalty: 5084.095703
	Iteration 19Q: 3 clusters Score -3639965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3639967.000000 Penalty: 5084.095703
	Iteration 20F: 3 clusters Score -3639967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3639964.250000 Penalty: 5084.095703
	Iteration 21Q: 3 clusters Score -3639964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3639966.750000 Penalty: 5084.095703
	Iteration 22Q: 3 clusters Score -3639967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3639974.500000 Penalty: 5084.095703
	Iteration 23Q: 3 clusters Score -3639974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3639976.000000 Penalty: 5084.095703
	Iteration 24Q: 3 clusters Score -3639976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3639973.000000 Penalty: 5084.095703
	Iteration 25Q: 3 clusters Score -3639973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3639974.500000 Penalty: 5084.095703
	Iteration 26Q: 3 clusters Score -3639974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3639974.250000 Penalty: 5084.095703
	Iteration 27Q: 3 clusters Score -3639974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3639972.750000 Penalty: 5084.095703
	Iteration 28Q: 3 clusters Score -3639973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3639969.500000 Penalty: 5084.095703
	Iteration 29Q: 3 clusters Score -3639970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3639970.500000 Penalty: 5084.095703
	Iteration 30Q: 3 clusters Score -3639970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3639970.750000 Penalty: 5084.095703
	Iteration 31Q: 3 clusters Score -3639971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3639969.000000 Penalty: 5084.095703
	Iteration 32Q: 3 clusters Score -3639969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3639969.500000 Penalty: 5084.095703
	Iteration 33Q: 3 clusters Score -3639970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3639968.250000 Penalty: 5084.095703
	Iteration 34Q: 3 clusters Score -3639968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3639968.250000 Penalty: 5084.095703
	Iteration 35F: 3 clusters Score -3639968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47328 members 
Mstep: Class 10 contains 41612 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99729 members 
Mstep: Class 19 contains 11453 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 21 contains 16835 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
Score: -42913072.000000 Penalty: 72583.757812
Splitting cluster 19 changes total score from -42912044.000000 to -42913072.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 20 (9340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Entering Unmasked Estep 
Score: -1261832.000000 Penalty: 2267.231201
	Iteration 0F: 2 clusters Score -1261832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1254560.500000 Penalty: 4534.462402
	Iteration 0F: 3 clusters Score -1254560 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1256559.500000 Penalty: 4534.462402
	Iteration 1F: 3 clusters Score -1256560 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1256810.375000 Penalty: 4534.462402
	Iteration 2F: 3 clusters Score -1256810 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1256998.875000 Penalty: 4534.462402
	Iteration 3Q: 3 clusters Score -1256999 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1257140.375000 Penalty: 4534.462402
	Iteration 4Q: 3 clusters Score -1257140 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1257247.125000 Penalty: 4534.462402
	Iteration 5Q: 3 clusters Score -1257247 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1257337.750000 Penalty: 4534.462402
	Iteration 6Q: 3 clusters Score -1257338 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1257418.250000 Penalty: 4534.462402
	Iteration 7Q: 3 clusters Score -1257418 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1257486.750000 Penalty: 4534.462402
	Iteration 8Q: 3 clusters Score -1257487 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1257546.125000 Penalty: 4534.462402
	Iteration 9Q: 3 clusters Score -1257546 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1257605.750000 Penalty: 4534.462402
	Iteration 10Q: 3 clusters Score -1257606 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1257671.625000 Penalty: 4534.462402
	Iteration 11Q: 3 clusters Score -1257672 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1257742.000000 Penalty: 4534.462402
	Iteration 12Q: 3 clusters Score -1257742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1257826.875000 Penalty: 4534.462402
	Iteration 13Q: 3 clusters Score -1257827 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1257927.625000 Penalty: 4534.462402
	Iteration 14Q: 3 clusters Score -1257928 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1258037.000000 Penalty: 4534.462402
	Iteration 15Q: 3 clusters Score -1258037 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1258173.125000 Penalty: 4534.462402
	Iteration 16Q: 3 clusters Score -1258173 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1258321.375000 Penalty: 4534.462402
	Iteration 17Q: 3 clusters Score -1258321 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1258467.000000 Penalty: 4534.462402
	Iteration 18Q: 3 clusters Score -1258467 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1258640.750000 Penalty: 4534.462402
	Iteration 19Q: 3 clusters Score -1258641 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1258822.875000 Penalty: 4534.462402
	Iteration 20F: 3 clusters Score -1258823 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1259032.625000 Penalty: 4534.462402
	Iteration 21Q: 3 clusters Score -1259033 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1259227.625000 Penalty: 4534.462402
	Iteration 22Q: 3 clusters Score -1259228 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1259381.500000 Penalty: 4534.462402
	Iteration 23Q: 3 clusters Score -1259382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1259483.750000 Penalty: 4534.462402
	Iteration 24Q: 3 clusters Score -1259484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1259571.875000 Penalty: 4534.462402
	Iteration 25Q: 3 clusters Score -1259572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1259646.875000 Penalty: 4534.462402
	Iteration 26Q: 3 clusters Score -1259647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1259708.875000 Penalty: 4534.462402
	Iteration 27Q: 3 clusters Score -1259709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1259749.125000 Penalty: 4534.462402
	Iteration 28Q: 3 clusters Score -1259749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1259780.000000 Penalty: 4534.462402
	Iteration 29Q: 3 clusters Score -1259780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1259801.500000 Penalty: 4534.462402
	Iteration 30Q: 3 clusters Score -1259802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1259814.125000 Penalty: 4534.462402
	Iteration 31Q: 3 clusters Score -1259814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1259819.875000 Penalty: 4534.462402
	Iteration 32Q: 3 clusters Score -1259820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1259820.625000 Penalty: 4534.462402
	Iteration 33Q: 3 clusters Score -1259821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1259823.125000 Penalty: 4534.462402
	Iteration 34Q: 3 clusters Score -1259823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1259825.125000 Penalty: 4534.462402
	Iteration 35Q: 3 clusters Score -1259825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1259824.750000 Penalty: 4534.462402
	Iteration 36Q: 3 clusters Score -1259825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1259825.500000 Penalty: 4534.462402
	Iteration 37Q: 3 clusters Score -1259826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1259824.250000 Penalty: 4534.462402
	Iteration 38Q: 3 clusters Score -1259824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1259827.625000 Penalty: 4534.462402
	Iteration 39Q: 3 clusters Score -1259828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1259828.875000 Penalty: 4534.462402
	Iteration 40F: 3 clusters Score -1259829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -69832.359375 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -69832.36 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 296 members 
Entering Unmasked Estep 
Score: -68250.929688 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -68250.93 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68556.867188 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -68556.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68661.156250 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -68661.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68707.679688 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -68707.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68732.257812 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -68732.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68761.453125 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -68761.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68770.890625 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -68770.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68783.226562 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -68783.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68791.195312 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -68791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68792.921875 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -68792.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68792.921875 Penalty: 3156.062012
	Iteration 10F: 3 clusters Score -68792.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Entering Unmasked Estep 
Score: -1635349.875000 Penalty: 2337.511963
	Iteration 0F: 2 clusters Score -1635350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1626177.375000 Penalty: 4675.023926
	Iteration 0F: 3 clusters Score -1626177 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1628942.250000 Penalty: 4675.023926
	Iteration 1F: 3 clusters Score -1628942 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1629279.125000 Penalty: 4675.023926
	Iteration 2F: 3 clusters Score -1629279 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1629528.625000 Penalty: 4675.023926
	Iteration 3Q: 3 clusters Score -1629529 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1629760.125000 Penalty: 4675.023926
	Iteration 4Q: 3 clusters Score -1629760 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1629986.250000 Penalty: 4675.023926
	Iteration 5Q: 3 clusters Score -1629986 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1630271.125000 Penalty: 4675.023926
	Iteration 6Q: 3 clusters Score -1630271 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1630598.500000 Penalty: 4675.023926
	Iteration 7Q: 3 clusters Score -1630598 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1630988.125000 Penalty: 4675.023926
	Iteration 8F: 3 clusters Score -1630988 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1631450.625000 Penalty: 4675.023926
	Iteration 9F: 3 clusters Score -1631451 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1631896.500000 Penalty: 4675.023926
	Iteration 10F: 3 clusters Score -1631896 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1632227.500000 Penalty: 4675.023926
	Iteration 11Q: 3 clusters Score -1632228 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1632505.500000 Penalty: 4675.023926
	Iteration 12Q: 3 clusters Score -1632506 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1632735.000000 Penalty: 4675.023926
	Iteration 13Q: 3 clusters Score -1632735 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1632899.625000 Penalty: 4675.023926
	Iteration 14Q: 3 clusters Score -1632900 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1633033.125000 Penalty: 4675.023926
	Iteration 15Q: 3 clusters Score -1633033 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1633130.500000 Penalty: 4675.023926
	Iteration 16Q: 3 clusters Score -1633130 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1633198.000000 Penalty: 4675.023926
	Iteration 17Q: 3 clusters Score -1633198 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1633259.125000 Penalty: 4675.023926
	Iteration 18Q: 3 clusters Score -1633259 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1633305.750000 Penalty: 4675.023926
	Iteration 19Q: 3 clusters Score -1633306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1633344.750000 Penalty: 4675.023926
	Iteration 20F: 3 clusters Score -1633345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1633366.250000 Penalty: 4675.023926
	Iteration 21Q: 3 clusters Score -1633366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1633388.875000 Penalty: 4675.023926
	Iteration 22Q: 3 clusters Score -1633389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1633414.500000 Penalty: 4675.023926
	Iteration 23Q: 3 clusters Score -1633414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1633429.250000 Penalty: 4675.023926
	Iteration 24Q: 3 clusters Score -1633429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1633441.625000 Penalty: 4675.023926
	Iteration 25Q: 3 clusters Score -1633442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1633447.375000 Penalty: 4675.023926
	Iteration 26Q: 3 clusters Score -1633447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1633455.625000 Penalty: 4675.023926
	Iteration 27Q: 3 clusters Score -1633456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1633469.250000 Penalty: 4675.023926
	Iteration 28Q: 3 clusters Score -1633469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1633472.625000 Penalty: 4675.023926
	Iteration 29Q: 3 clusters Score -1633473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1633477.875000 Penalty: 4675.023926
	Iteration 30Q: 3 clusters Score -1633478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1633483.000000 Penalty: 4675.023926
	Iteration 31Q: 3 clusters Score -1633483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1633490.750000 Penalty: 4675.023926
	Iteration 32Q: 3 clusters Score -1633491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1633496.000000 Penalty: 4675.023926
	Iteration 33Q: 3 clusters Score -1633496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1633493.000000 Penalty: 4675.023926
	Iteration 34Q: 3 clusters Score -1633493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1633495.125000 Penalty: 4675.023926
	Iteration 35Q: 3 clusters Score -1633495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1633495.875000 Penalty: 4675.023926
	Iteration 36Q: 3 clusters Score -1633496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1633496.375000 Penalty: 4675.023926
	Iteration 37Q: 3 clusters Score -1633496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1633497.375000 Penalty: 4675.023926
	Iteration 38Q: 3 clusters Score -1633497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1633497.375000 Penalty: 4675.023926
	Iteration 39Q: 3 clusters Score -1633497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1633496.750000 Penalty: 4675.023926
	Iteration 40F: 3 clusters Score -1633497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 47328 members 
Mstep: Class 10 contains 41612 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99729 members 
Mstep: Class 19 contains 11453 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42914220.000000 Penalty: 72583.757812
Iteration 190F: 24 clusters Score -4.291422e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 7531 members 
Mstep: Class 4 contains 19126 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12835 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 46781 members 
Mstep: Class 10 contains 41612 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8926 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99728 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 21 contains 16664 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42914904.000000 Penalty: 72583.757812
Iteration 191Q: 24 clusters Score -4.29149e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 19140 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 46456 members 
Mstep: Class 10 contains 41611 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8924 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 7678 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99715 members 
Mstep: Class 19 contains 12384 members 
Mstep: Class 20 contains 9337 members 
Mstep: Class 21 contains 16612 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915144.000000 Penalty: 72583.757812
Iteration 192Q: 24 clusters Score -4.291514e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 7534 members 
Mstep: Class 4 contains 19138 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12779 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 46229 members 
Mstep: Class 10 contains 41610 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8923 members 
Mstep: Class 13 contains 6638 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 7718 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99688 members 
Mstep: Class 19 contains 12623 members 
Mstep: Class 20 contains 9341 members 
Mstep: Class 21 contains 16606 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915172.000000 Penalty: 72583.757812
Iteration 193Q: 24 clusters Score -4.291517e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 5497 members 
Mstep: Class 3 contains 7538 members 
Mstep: Class 4 contains 19139 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 12759 members 
Mstep: Class 8 contains 7225 members 
Mstep: Class 9 contains 46065 members 
Mstep: Class 10 contains 41610 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8922 members 
Mstep: Class 13 contains 6638 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 7744 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99657 members 
Mstep: Class 19 contains 12803 members 
Mstep: Class 20 contains 9344 members 
Mstep: Class 21 contains 16601 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915132.000000 Penalty: 72583.757812
Iteration 194Q: 24 clusters Score -4.291513e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 7540 members 
Mstep: Class 4 contains 19134 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12743 members 
Mstep: Class 8 contains 7221 members 
Mstep: Class 9 contains 45937 members 
Mstep: Class 10 contains 41606 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8928 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99654 members 
Mstep: Class 19 contains 12924 members 
Mstep: Class 20 contains 9347 members 
Mstep: Class 21 contains 16597 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915044.000000 Penalty: 72583.757812
Iteration 195Q: 24 clusters Score -4.291504e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5518 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12724 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 45833 members 
Mstep: Class 10 contains 41606 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8923 members 
Mstep: Class 13 contains 6641 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 7772 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99646 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 9352 members 
Mstep: Class 21 contains 16585 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915132.000000 Penalty: 72583.757812
Iteration 196Q: 24 clusters Score -4.291513e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 19139 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12714 members 
Mstep: Class 8 contains 7215 members 
Mstep: Class 9 contains 45744 members 
Mstep: Class 10 contains 41608 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8922 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 7788 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99637 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 9363 members 
Mstep: Class 21 contains 16578 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915220.000000 Penalty: 72583.757812
Iteration 197Q: 24 clusters Score -4.291522e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 7551 members 
Mstep: Class 4 contains 19144 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 12696 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 45664 members 
Mstep: Class 10 contains 41610 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8919 members 
Mstep: Class 13 contains 6642 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7800 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99639 members 
Mstep: Class 19 contains 13175 members 
Mstep: Class 20 contains 9372 members 
Mstep: Class 21 contains 16575 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915228.000000 Penalty: 72583.757812
Iteration 198Q: 24 clusters Score -4.291523e+07 nChanged 141
Entering ConstructFrom: 
Score: -42915228.000000 Penalty: 72583.757812
Entering ConstructFrom: 
Trying to split cluster 1 (13412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Entering Unmasked Estep 
Score: -1736626.250000 Penalty: 2356.968506
	Iteration 0F: 2 clusters Score -1736626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1726838.000000 Penalty: 4713.937012
	Iteration 0F: 3 clusters Score -1726838 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1729810.750000 Penalty: 4713.937012
	Iteration 1F: 3 clusters Score -1729811 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1730107.000000 Penalty: 4713.937012
	Iteration 2F: 3 clusters Score -1730107 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1730355.125000 Penalty: 4713.937012
	Iteration 3Q: 3 clusters Score -1730355 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1730569.500000 Penalty: 4713.937012
	Iteration 4Q: 3 clusters Score -1730570 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1730746.125000 Penalty: 4713.937012
	Iteration 5Q: 3 clusters Score -1730746 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1730891.750000 Penalty: 4713.937012
	Iteration 6Q: 3 clusters Score -1730892 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1731023.125000 Penalty: 4713.937012
	Iteration 7Q: 3 clusters Score -1731023 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1731165.125000 Penalty: 4713.937012
	Iteration 8Q: 3 clusters Score -1731165 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1731317.000000 Penalty: 4713.937012
	Iteration 9Q: 3 clusters Score -1731317 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1731472.500000 Penalty: 4713.937012
	Iteration 10Q: 3 clusters Score -1731472 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1731669.750000 Penalty: 4713.937012
	Iteration 11Q: 3 clusters Score -1731670 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1731929.375000 Penalty: 4713.937012
	Iteration 12Q: 3 clusters Score -1731929 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1732217.750000 Penalty: 4713.937012
	Iteration 13Q: 3 clusters Score -1732218 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1732564.500000 Penalty: 4713.937012
	Iteration 14Q: 3 clusters Score -1732564 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1732912.750000 Penalty: 4713.937012
	Iteration 15Q: 3 clusters Score -1732913 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1733248.000000 Penalty: 4713.937012
	Iteration 16Q: 3 clusters Score -1733248 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1733543.125000 Penalty: 4713.937012
	Iteration 17Q: 3 clusters Score -1733543 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1733766.125000 Penalty: 4713.937012
	Iteration 18Q: 3 clusters Score -1733766 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1733957.500000 Penalty: 4713.937012
	Iteration 19Q: 3 clusters Score -1733958 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1734111.375000 Penalty: 4713.937012
	Iteration 20F: 3 clusters Score -1734111 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1734233.750000 Penalty: 4713.937012
	Iteration 21Q: 3 clusters Score -1734234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1734308.125000 Penalty: 4713.937012
	Iteration 22Q: 3 clusters Score -1734308 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1734364.625000 Penalty: 4713.937012
	Iteration 23Q: 3 clusters Score -1734365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1734408.875000 Penalty: 4713.937012
	Iteration 24Q: 3 clusters Score -1734409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1734436.875000 Penalty: 4713.937012
	Iteration 25Q: 3 clusters Score -1734437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1734458.875000 Penalty: 4713.937012
	Iteration 26Q: 3 clusters Score -1734459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1734483.375000 Penalty: 4713.937012
	Iteration 27Q: 3 clusters Score -1734483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1734502.500000 Penalty: 4713.937012
	Iteration 28Q: 3 clusters Score -1734502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1734518.125000 Penalty: 4713.937012
	Iteration 29Q: 3 clusters Score -1734518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1734531.625000 Penalty: 4713.937012
	Iteration 30Q: 3 clusters Score -1734532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1734537.375000 Penalty: 4713.937012
	Iteration 31Q: 3 clusters Score -1734537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1734543.375000 Penalty: 4713.937012
	Iteration 32Q: 3 clusters Score -1734543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1734548.125000 Penalty: 4713.937012
	Iteration 33Q: 3 clusters Score -1734548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1734551.250000 Penalty: 4713.937012
	Iteration 34Q: 3 clusters Score -1734551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1734556.375000 Penalty: 4713.937012
	Iteration 35Q: 3 clusters Score -1734556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1734559.250000 Penalty: 4713.937012
	Iteration 36Q: 3 clusters Score -1734559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1734560.625000 Penalty: 4713.937012
	Iteration 37Q: 3 clusters Score -1734561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1734559.500000 Penalty: 4713.937012
	Iteration 38Q: 3 clusters Score -1734560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1734559.500000 Penalty: 4713.937012
	Iteration 39F: 3 clusters Score -1734560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -714443.312500 Penalty: 2136.980713
	Iteration 0F: 2 clusters Score -714443.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -709597.062500 Penalty: 4273.961426
	Iteration 0F: 3 clusters Score -709597.1 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -710804.937500 Penalty: 4273.961426
	Iteration 1F: 3 clusters Score -710804.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -711010.375000 Penalty: 4273.961426
	Iteration 2F: 3 clusters Score -711010.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -711141.375000 Penalty: 4273.961426
	Iteration 3Q: 3 clusters Score -711141.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -711215.312500 Penalty: 4273.961426
	Iteration 4Q: 3 clusters Score -711215.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -711263.625000 Penalty: 4273.961426
	Iteration 5Q: 3 clusters Score -711263.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -711318.187500 Penalty: 4273.961426
	Iteration 6Q: 3 clusters Score -711318.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -711371.000000 Penalty: 4273.961426
	Iteration 7Q: 3 clusters Score -711371 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -711412.312500 Penalty: 4273.961426
	Iteration 8Q: 3 clusters Score -711412.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -711452.875000 Penalty: 4273.961426
	Iteration 9Q: 3 clusters Score -711452.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -711495.062500 Penalty: 4273.961426
	Iteration 10Q: 3 clusters Score -711495.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -711535.687500 Penalty: 4273.961426
	Iteration 11Q: 3 clusters Score -711535.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -711582.125000 Penalty: 4273.961426
	Iteration 12Q: 3 clusters Score -711582.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -711633.375000 Penalty: 4273.961426
	Iteration 13Q: 3 clusters Score -711633.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -711682.062500 Penalty: 4273.961426
	Iteration 14Q: 3 clusters Score -711682.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -711722.250000 Penalty: 4273.961426
	Iteration 15Q: 3 clusters Score -711722.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -711763.437500 Penalty: 4273.961426
	Iteration 16Q: 3 clusters Score -711763.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -711797.500000 Penalty: 4273.961426
	Iteration 17Q: 3 clusters Score -711797.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -711835.500000 Penalty: 4273.961426
	Iteration 18Q: 3 clusters Score -711835.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -711869.750000 Penalty: 4273.961426
	Iteration 19Q: 3 clusters Score -711869.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -711909.312500 Penalty: 4273.961426
	Iteration 20F: 3 clusters Score -711909.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -711942.562500 Penalty: 4273.961426
	Iteration 21Q: 3 clusters Score -711942.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -711977.812500 Penalty: 4273.961426
	Iteration 22Q: 3 clusters Score -711977.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -712012.750000 Penalty: 4273.961426
	Iteration 23Q: 3 clusters Score -712012.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -712043.437500 Penalty: 4273.961426
	Iteration 24Q: 3 clusters Score -712043.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -712064.875000 Penalty: 4273.961426
	Iteration 25Q: 3 clusters Score -712064.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -712086.812500 Penalty: 4273.961426
	Iteration 26Q: 3 clusters Score -712086.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -712107.125000 Penalty: 4273.961426
	Iteration 27Q: 3 clusters Score -712107.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -712121.625000 Penalty: 4273.961426
	Iteration 28Q: 3 clusters Score -712121.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -712136.375000 Penalty: 4273.961426
	Iteration 29Q: 3 clusters Score -712136.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -712147.375000 Penalty: 4273.961426
	Iteration 30Q: 3 clusters Score -712147.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -712156.375000 Penalty: 4273.961426
	Iteration 31Q: 3 clusters Score -712156.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -712165.000000 Penalty: 4273.961426
	Iteration 32Q: 3 clusters Score -712165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -712174.250000 Penalty: 4273.961426
	Iteration 33Q: 3 clusters Score -712174.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -712183.312500 Penalty: 4273.961426
	Iteration 34Q: 3 clusters Score -712183.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -712193.562500 Penalty: 4273.961426
	Iteration 35Q: 3 clusters Score -712193.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -712206.437500 Penalty: 4273.961426
	Iteration 36Q: 3 clusters Score -712206.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -712215.562500 Penalty: 4273.961426
	Iteration 37Q: 3 clusters Score -712215.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -712221.187500 Penalty: 4273.961426
	Iteration 38Q: 3 clusters Score -712221.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -712223.687500 Penalty: 4273.961426
	Iteration 39Q: 3 clusters Score -712223.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -712227.687500 Penalty: 4273.961426
	Iteration 40F: 3 clusters Score -712227.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -712232.250000 Penalty: 4273.961426
	Iteration 41Q: 3 clusters Score -712232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -712235.875000 Penalty: 4273.961426
	Iteration 42Q: 3 clusters Score -712235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -712237.562500 Penalty: 4273.961426
	Iteration 43Q: 3 clusters Score -712237.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -712240.125000 Penalty: 4273.961426
	Iteration 44Q: 3 clusters Score -712240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -712240.750000 Penalty: 4273.961426
	Iteration 45Q: 3 clusters Score -712240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -712241.687500 Penalty: 4273.961426
	Iteration 46Q: 3 clusters Score -712241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -712243.437500 Penalty: 4273.961426
	Iteration 47Q: 3 clusters Score -712243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -712242.500000 Penalty: 4273.961426
	Iteration 48Q: 3 clusters Score -712242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -712245.000000 Penalty: 4273.961426
	Iteration 49Q: 3 clusters Score -712245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -712247.312500 Penalty: 4273.961426
	Iteration 50Q: 3 clusters Score -712247.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -712248.812500 Penalty: 4273.961426
	Iteration 51Q: 3 clusters Score -712248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -712249.812500 Penalty: 4273.961426
	Iteration 52Q: 3 clusters Score -712249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -712250.312500 Penalty: 4273.961426
	Iteration 53Q: 3 clusters Score -712250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -712252.375000 Penalty: 4273.961426
	Iteration 54Q: 3 clusters Score -712252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -712253.000000 Penalty: 4273.961426
	Iteration 55Q: 3 clusters Score -712253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -712253.375000 Penalty: 4273.961426
	Iteration 56Q: 3 clusters Score -712253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -712253.000000 Penalty: 4273.961426
	Iteration 57Q: 3 clusters Score -712253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -712254.125000 Penalty: 4273.961426
	Iteration 58Q: 3 clusters Score -712254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -712254.812500 Penalty: 4273.961426
	Iteration 59Q: 3 clusters Score -712254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -712254.812500 Penalty: 4273.961426
	Iteration 60F: 3 clusters Score -712254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Entering Unmasked Estep 
Score: -987396.687500 Penalty: 2214.565674
	Iteration 0F: 2 clusters Score -987396.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -981189.875000 Penalty: 4429.131348
	Iteration 0F: 3 clusters Score -981189.9 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -982787.875000 Penalty: 4429.131348
	Iteration 1F: 3 clusters Score -982787.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -983021.125000 Penalty: 4429.131348
	Iteration 2F: 3 clusters Score -983021.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -983181.000000 Penalty: 4429.131348
	Iteration 3Q: 3 clusters Score -983181 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -983312.500000 Penalty: 4429.131348
	Iteration 4Q: 3 clusters Score -983312.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -983418.937500 Penalty: 4429.131348
	Iteration 5Q: 3 clusters Score -983418.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -983505.562500 Penalty: 4429.131348
	Iteration 6Q: 3 clusters Score -983505.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -983589.875000 Penalty: 4429.131348
	Iteration 7Q: 3 clusters Score -983589.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -983664.125000 Penalty: 4429.131348
	Iteration 8Q: 3 clusters Score -983664.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -983733.687500 Penalty: 4429.131348
	Iteration 9Q: 3 clusters Score -983733.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -983801.687500 Penalty: 4429.131348
	Iteration 10Q: 3 clusters Score -983801.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -983873.875000 Penalty: 4429.131348
	Iteration 11Q: 3 clusters Score -983873.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -983939.437500 Penalty: 4429.131348
	Iteration 12Q: 3 clusters Score -983939.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -984006.312500 Penalty: 4429.131348
	Iteration 13Q: 3 clusters Score -984006.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -984073.875000 Penalty: 4429.131348
	Iteration 14Q: 3 clusters Score -984073.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -984145.437500 Penalty: 4429.131348
	Iteration 15Q: 3 clusters Score -984145.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -984212.812500 Penalty: 4429.131348
	Iteration 16Q: 3 clusters Score -984212.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -984296.437500 Penalty: 4429.131348
	Iteration 17Q: 3 clusters Score -984296.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -984386.687500 Penalty: 4429.131348
	Iteration 18Q: 3 clusters Score -984386.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -984473.562500 Penalty: 4429.131348
	Iteration 19Q: 3 clusters Score -984473.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -984556.187500 Penalty: 4429.131348
	Iteration 20F: 3 clusters Score -984556.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -984629.625000 Penalty: 4429.131348
	Iteration 21Q: 3 clusters Score -984629.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -984706.750000 Penalty: 4429.131348
	Iteration 22Q: 3 clusters Score -984706.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -984787.187500 Penalty: 4429.131348
	Iteration 23Q: 3 clusters Score -984787.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -984862.062500 Penalty: 4429.131348
	Iteration 24Q: 3 clusters Score -984862.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -984932.937500 Penalty: 4429.131348
	Iteration 25Q: 3 clusters Score -984932.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -985008.687500 Penalty: 4429.131348
	Iteration 26Q: 3 clusters Score -985008.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -985080.812500 Penalty: 4429.131348
	Iteration 27Q: 3 clusters Score -985080.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -985149.062500 Penalty: 4429.131348
	Iteration 28Q: 3 clusters Score -985149.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -985217.500000 Penalty: 4429.131348
	Iteration 29Q: 3 clusters Score -985217.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -985253.062500 Penalty: 4429.131348
	Iteration 30Q: 3 clusters Score -985253.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -985282.625000 Penalty: 4429.131348
	Iteration 31Q: 3 clusters Score -985282.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -985311.125000 Penalty: 4429.131348
	Iteration 32Q: 3 clusters Score -985311.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -985336.562500 Penalty: 4429.131348
	Iteration 33Q: 3 clusters Score -985336.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -985362.250000 Penalty: 4429.131348
	Iteration 34Q: 3 clusters Score -985362.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -985385.687500 Penalty: 4429.131348
	Iteration 35Q: 3 clusters Score -985385.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -985404.625000 Penalty: 4429.131348
	Iteration 36Q: 3 clusters Score -985404.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -985417.312500 Penalty: 4429.131348
	Iteration 37Q: 3 clusters Score -985417.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -985421.312500 Penalty: 4429.131348
	Iteration 38Q: 3 clusters Score -985421.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -985428.000000 Penalty: 4429.131348
	Iteration 39Q: 3 clusters Score -985428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -985431.625000 Penalty: 4429.131348
	Iteration 40F: 3 clusters Score -985431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -985435.937500 Penalty: 4429.131348
	Iteration 41Q: 3 clusters Score -985435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -985440.562500 Penalty: 4429.131348
	Iteration 42Q: 3 clusters Score -985440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -985443.062500 Penalty: 4429.131348
	Iteration 43Q: 3 clusters Score -985443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -985444.375000 Penalty: 4429.131348
	Iteration 44Q: 3 clusters Score -985444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -985445.562500 Penalty: 4429.131348
	Iteration 45Q: 3 clusters Score -985445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -985445.562500 Penalty: 4429.131348
	Iteration 46F: 3 clusters Score -985445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Entering Unmasked Estep 
Score: -2506004.000000 Penalty: 2445.268555
	Iteration 0F: 2 clusters Score -2506004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2492454.000000 Penalty: 4890.537109
	Iteration 0F: 3 clusters Score -2492454 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2496899.000000 Penalty: 4890.537109
	Iteration 1F: 3 clusters Score -2496899 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2497260.250000 Penalty: 4890.537109
	Iteration 2F: 3 clusters Score -2497260 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2497518.000000 Penalty: 4890.537109
	Iteration 3Q: 3 clusters Score -2497518 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2497742.000000 Penalty: 4890.537109
	Iteration 4Q: 3 clusters Score -2497742 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2497933.250000 Penalty: 4890.537109
	Iteration 5Q: 3 clusters Score -2497933 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2498115.250000 Penalty: 4890.537109
	Iteration 6Q: 3 clusters Score -2498115 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2498303.500000 Penalty: 4890.537109
	Iteration 7Q: 3 clusters Score -2498304 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2498496.000000 Penalty: 4890.537109
	Iteration 8Q: 3 clusters Score -2498496 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2498746.250000 Penalty: 4890.537109
	Iteration 9Q: 3 clusters Score -2498746 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2499056.750000 Penalty: 4890.537109
	Iteration 10Q: 3 clusters Score -2499057 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2499473.750000 Penalty: 4890.537109
	Iteration 11Q: 3 clusters Score -2499474 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2499964.500000 Penalty: 4890.537109
	Iteration 12Q: 3 clusters Score -2499964 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2500488.250000 Penalty: 4890.537109
	Iteration 13Q: 3 clusters Score -2500488 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2501024.000000 Penalty: 4890.537109
	Iteration 14Q: 3 clusters Score -2501024 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2501513.250000 Penalty: 4890.537109
	Iteration 15Q: 3 clusters Score -2501513 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2501945.000000 Penalty: 4890.537109
	Iteration 16Q: 3 clusters Score -2501945 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2502283.000000 Penalty: 4890.537109
	Iteration 17Q: 3 clusters Score -2502283 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2502528.750000 Penalty: 4890.537109
	Iteration 18Q: 3 clusters Score -2502529 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2502712.750000 Penalty: 4890.537109
	Iteration 19Q: 3 clusters Score -2502713 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2502843.000000 Penalty: 4890.537109
	Iteration 20F: 3 clusters Score -2502843 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2502949.250000 Penalty: 4890.537109
	Iteration 21Q: 3 clusters Score -2502949 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2503053.000000 Penalty: 4890.537109
	Iteration 22Q: 3 clusters Score -2503053 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2503172.250000 Penalty: 4890.537109
	Iteration 23Q: 3 clusters Score -2503172 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2503254.500000 Penalty: 4890.537109
	Iteration 24Q: 3 clusters Score -2503254 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2503330.750000 Penalty: 4890.537109
	Iteration 25Q: 3 clusters Score -2503331 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2503387.750000 Penalty: 4890.537109
	Iteration 26Q: 3 clusters Score -2503388 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2503449.250000 Penalty: 4890.537109
	Iteration 27Q: 3 clusters Score -2503449 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2503511.500000 Penalty: 4890.537109
	Iteration 28Q: 3 clusters Score -2503512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2503556.250000 Penalty: 4890.537109
	Iteration 29Q: 3 clusters Score -2503556 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2503596.500000 Penalty: 4890.537109
	Iteration 30Q: 3 clusters Score -2503596 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2503625.750000 Penalty: 4890.537109
	Iteration 31Q: 3 clusters Score -2503626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2503656.500000 Penalty: 4890.537109
	Iteration 32Q: 3 clusters Score -2503656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2503675.250000 Penalty: 4890.537109
	Iteration 33Q: 3 clusters Score -2503675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2503696.750000 Penalty: 4890.537109
	Iteration 34Q: 3 clusters Score -2503697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2503716.000000 Penalty: 4890.537109
	Iteration 35Q: 3 clusters Score -2503716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2503741.250000 Penalty: 4890.537109
	Iteration 36Q: 3 clusters Score -2503741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2503766.250000 Penalty: 4890.537109
	Iteration 37Q: 3 clusters Score -2503766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2503783.000000 Penalty: 4890.537109
	Iteration 38Q: 3 clusters Score -2503783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2503802.500000 Penalty: 4890.537109
	Iteration 39Q: 3 clusters Score -2503802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2503814.500000 Penalty: 4890.537109
	Iteration 40F: 3 clusters Score -2503814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2503822.500000 Penalty: 4890.537109
	Iteration 41Q: 3 clusters Score -2503822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2503834.000000 Penalty: 4890.537109
	Iteration 42Q: 3 clusters Score -2503834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2503839.750000 Penalty: 4890.537109
	Iteration 43Q: 3 clusters Score -2503840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2503852.750000 Penalty: 4890.537109
	Iteration 44Q: 3 clusters Score -2503853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2503863.000000 Penalty: 4890.537109
	Iteration 45Q: 3 clusters Score -2503863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2503867.000000 Penalty: 4890.537109
	Iteration 46Q: 3 clusters Score -2503867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2503872.750000 Penalty: 4890.537109
	Iteration 47Q: 3 clusters Score -2503873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2503881.750000 Penalty: 4890.537109
	Iteration 48Q: 3 clusters Score -2503882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2503884.000000 Penalty: 4890.537109
	Iteration 49Q: 3 clusters Score -2503884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2503891.250000 Penalty: 4890.537109
	Iteration 50Q: 3 clusters Score -2503891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2503897.750000 Penalty: 4890.537109
	Iteration 51Q: 3 clusters Score -2503898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2503905.250000 Penalty: 4890.537109
	Iteration 52Q: 3 clusters Score -2503905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2503906.000000 Penalty: 4890.537109
	Iteration 53Q: 3 clusters Score -2503906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2503909.500000 Penalty: 4890.537109
	Iteration 54Q: 3 clusters Score -2503910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2503913.750000 Penalty: 4890.537109
	Iteration 55Q: 3 clusters Score -2503914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2503918.250000 Penalty: 4890.537109
	Iteration 56Q: 3 clusters Score -2503918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2503924.250000 Penalty: 4890.537109
	Iteration 57Q: 3 clusters Score -2503924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2503927.000000 Penalty: 4890.537109
	Iteration 58Q: 3 clusters Score -2503927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2503931.750000 Penalty: 4890.537109
	Iteration 59Q: 3 clusters Score -2503932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2503940.250000 Penalty: 4890.537109
	Iteration 60F: 3 clusters Score -2503940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2503937.750000 Penalty: 4890.537109
	Iteration 61Q: 3 clusters Score -2503938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2503939.500000 Penalty: 4890.537109
	Iteration 62Q: 3 clusters Score -2503940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2503943.500000 Penalty: 4890.537109
	Iteration 63Q: 3 clusters Score -2503944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2503945.500000 Penalty: 4890.537109
	Iteration 64Q: 3 clusters Score -2503946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2503944.750000 Penalty: 4890.537109
	Iteration 65Q: 3 clusters Score -2503945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2503950.500000 Penalty: 4890.537109
	Iteration 66Q: 3 clusters Score -2503950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2503948.000000 Penalty: 4890.537109
	Iteration 67Q: 3 clusters Score -2503948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2503952.750000 Penalty: 4890.537109
	Iteration 68Q: 3 clusters Score -2503953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2503953.250000 Penalty: 4890.537109
	Iteration 69Q: 3 clusters Score -2503953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2503955.250000 Penalty: 4890.537109
	Iteration 70Q: 3 clusters Score -2503955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2503957.500000 Penalty: 4890.537109
	Iteration 71Q: 3 clusters Score -2503958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2503963.500000 Penalty: 4890.537109
	Iteration 72Q: 3 clusters Score -2503964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2503965.000000 Penalty: 4890.537109
	Iteration 73Q: 3 clusters Score -2503965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2503966.750000 Penalty: 4890.537109
	Iteration 74Q: 3 clusters Score -2503967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2503970.500000 Penalty: 4890.537109
	Iteration 75Q: 3 clusters Score -2503970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2503972.250000 Penalty: 4890.537109
	Iteration 76Q: 3 clusters Score -2503972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2503975.500000 Penalty: 4890.537109
	Iteration 77Q: 3 clusters Score -2503976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2503975.250000 Penalty: 4890.537109
	Iteration 78Q: 3 clusters Score -2503975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2503979.750000 Penalty: 4890.537109
	Iteration 79Q: 3 clusters Score -2503980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2503980.250000 Penalty: 4890.537109
	Iteration 80F: 3 clusters Score -2503980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2503981.250000 Penalty: 4890.537109
	Iteration 81Q: 3 clusters Score -2503981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2503981.250000 Penalty: 4890.537109
	Iteration 82F: 3 clusters Score -2503981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -78137.148438 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -78137.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76487.453125 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -76487.45 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76666.843750 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -76666.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76738.765625 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -76738.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76791.671875 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -76791.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76813.953125 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -76813.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76832.085938 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76832.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76836.554688 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76836.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76837.460938 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -76837.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76837.460938 Penalty: 3194.709473
	Iteration 8F: 3 clusters Score -76837.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -272167.031250 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -272167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -269469.406250 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -269469.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -269895.437500 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -269895.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -270028.656250 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -270028.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270088.093750 Penalty: 3783.020508
	Iteration 3Q: 3 clusters Score -270088.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -270123.531250 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -270123.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -270150.156250 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -270150.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -270169.156250 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -270169.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270185.343750 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -270185.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -270196.437500 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -270196.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -270207.562500 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -270207.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -270215.968750 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -270216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -270222.000000 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -270222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -270224.468750 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -270224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -270229.375000 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -270229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -270232.812500 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -270232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -270235.687500 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -270235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -270237.062500 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -270237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -270237.062500 Penalty: 3783.020508
	Iteration 17F: 3 clusters Score -270237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Entering Unmasked Estep 
Score: -1604195.750000 Penalty: 2343.127930
	Iteration 0F: 2 clusters Score -1604196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1594756.625000 Penalty: 4686.255859
	Iteration 0F: 3 clusters Score -1594757 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1597616.000000 Penalty: 4686.255859
	Iteration 1F: 3 clusters Score -1597616 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1597961.375000 Penalty: 4686.255859
	Iteration 2F: 3 clusters Score -1597961 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1598236.625000 Penalty: 4686.255859
	Iteration 3Q: 3 clusters Score -1598237 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1598514.750000 Penalty: 4686.255859
	Iteration 4Q: 3 clusters Score -1598515 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1598795.375000 Penalty: 4686.255859
	Iteration 5Q: 3 clusters Score -1598795 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1599120.625000 Penalty: 4686.255859
	Iteration 6Q: 3 clusters Score -1599121 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1599518.750000 Penalty: 4686.255859
	Iteration 7Q: 3 clusters Score -1599519 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1599984.125000 Penalty: 4686.255859
	Iteration 8F: 3 clusters Score -1599984 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1600454.500000 Penalty: 4686.255859
	Iteration 9Q: 3 clusters Score -1600454 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1600883.625000 Penalty: 4686.255859
	Iteration 10Q: 3 clusters Score -1600884 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1601285.125000 Penalty: 4686.255859
	Iteration 11Q: 3 clusters Score -1601285 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1601583.250000 Penalty: 4686.255859
	Iteration 12Q: 3 clusters Score -1601583 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1601772.500000 Penalty: 4686.255859
	Iteration 13Q: 3 clusters Score -1601772 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1601900.500000 Penalty: 4686.255859
	Iteration 14Q: 3 clusters Score -1601900 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1601970.500000 Penalty: 4686.255859
	Iteration 15Q: 3 clusters Score -1601970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1602019.250000 Penalty: 4686.255859
	Iteration 16Q: 3 clusters Score -1602019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1602064.125000 Penalty: 4686.255859
	Iteration 17Q: 3 clusters Score -1602064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1602103.875000 Penalty: 4686.255859
	Iteration 18Q: 3 clusters Score -1602104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1602132.625000 Penalty: 4686.255859
	Iteration 19Q: 3 clusters Score -1602133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1602146.500000 Penalty: 4686.255859
	Iteration 20F: 3 clusters Score -1602146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1602156.750000 Penalty: 4686.255859
	Iteration 21Q: 3 clusters Score -1602157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1602161.250000 Penalty: 4686.255859
	Iteration 22Q: 3 clusters Score -1602161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1602168.125000 Penalty: 4686.255859
	Iteration 23Q: 3 clusters Score -1602168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1602169.375000 Penalty: 4686.255859
	Iteration 24Q: 3 clusters Score -1602169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1602174.375000 Penalty: 4686.255859
	Iteration 25Q: 3 clusters Score -1602174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1602184.250000 Penalty: 4686.255859
	Iteration 26Q: 3 clusters Score -1602184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1602193.500000 Penalty: 4686.255859
	Iteration 27Q: 3 clusters Score -1602194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1602193.750000 Penalty: 4686.255859
	Iteration 28Q: 3 clusters Score -1602194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1602201.625000 Penalty: 4686.255859
	Iteration 29Q: 3 clusters Score -1602202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1602202.875000 Penalty: 4686.255859
	Iteration 30Q: 3 clusters Score -1602203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1602204.250000 Penalty: 4686.255859
	Iteration 31Q: 3 clusters Score -1602204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1602203.750000 Penalty: 4686.255859
	Iteration 32Q: 3 clusters Score -1602204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1602203.875000 Penalty: 4686.255859
	Iteration 33Q: 3 clusters Score -1602204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1602207.000000 Penalty: 4686.255859
	Iteration 34Q: 3 clusters Score -1602207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1602207.000000 Penalty: 4686.255859
	Iteration 35F: 3 clusters Score -1602207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -928234.250000 Penalty: 2203.142822
	Iteration 0F: 2 clusters Score -928234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -922332.625000 Penalty: 4406.285645
	Iteration 0F: 3 clusters Score -922332.6 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -924149.062500 Penalty: 4406.285645
	Iteration 1F: 3 clusters Score -924149.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -924575.562500 Penalty: 4406.285645
	Iteration 2F: 3 clusters Score -924575.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -924972.937500 Penalty: 4406.285645
	Iteration 3F: 3 clusters Score -924972.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -925403.125000 Penalty: 4406.285645
	Iteration 4F: 3 clusters Score -925403.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -925787.875000 Penalty: 4406.285645
	Iteration 5F: 3 clusters Score -925787.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -926050.250000 Penalty: 4406.285645
	Iteration 6F: 3 clusters Score -926050.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -926217.812500 Penalty: 4406.285645
	Iteration 7Q: 3 clusters Score -926217.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -926340.875000 Penalty: 4406.285645
	Iteration 8Q: 3 clusters Score -926340.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -926453.875000 Penalty: 4406.285645
	Iteration 9Q: 3 clusters Score -926453.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -926543.500000 Penalty: 4406.285645
	Iteration 10Q: 3 clusters Score -926543.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -926626.750000 Penalty: 4406.285645
	Iteration 11Q: 3 clusters Score -926626.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -926714.625000 Penalty: 4406.285645
	Iteration 12Q: 3 clusters Score -926714.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -926800.625000 Penalty: 4406.285645
	Iteration 13Q: 3 clusters Score -926800.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -926870.000000 Penalty: 4406.285645
	Iteration 14Q: 3 clusters Score -926870 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -926941.875000 Penalty: 4406.285645
	Iteration 15Q: 3 clusters Score -926941.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -926993.500000 Penalty: 4406.285645
	Iteration 16Q: 3 clusters Score -926993.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -927036.062500 Penalty: 4406.285645
	Iteration 17Q: 3 clusters Score -927036.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -927072.125000 Penalty: 4406.285645
	Iteration 18Q: 3 clusters Score -927072.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -927108.187500 Penalty: 4406.285645
	Iteration 19Q: 3 clusters Score -927108.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -927145.375000 Penalty: 4406.285645
	Iteration 20F: 3 clusters Score -927145.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -927183.562500 Penalty: 4406.285645
	Iteration 21Q: 3 clusters Score -927183.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -927232.812500 Penalty: 4406.285645
	Iteration 22Q: 3 clusters Score -927232.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -927290.375000 Penalty: 4406.285645
	Iteration 23Q: 3 clusters Score -927290.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -927342.562500 Penalty: 4406.285645
	Iteration 24Q: 3 clusters Score -927342.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -927364.750000 Penalty: 4406.285645
	Iteration 25Q: 3 clusters Score -927364.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -927379.437500 Penalty: 4406.285645
	Iteration 26Q: 3 clusters Score -927379.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -927390.062500 Penalty: 4406.285645
	Iteration 27Q: 3 clusters Score -927390.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -927396.187500 Penalty: 4406.285645
	Iteration 28Q: 3 clusters Score -927396.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -927405.375000 Penalty: 4406.285645
	Iteration 29Q: 3 clusters Score -927405.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -927411.312500 Penalty: 4406.285645
	Iteration 30Q: 3 clusters Score -927411.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -927420.437500 Penalty: 4406.285645
	Iteration 31Q: 3 clusters Score -927420.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -927428.312500 Penalty: 4406.285645
	Iteration 32Q: 3 clusters Score -927428.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -927431.812500 Penalty: 4406.285645
	Iteration 33Q: 3 clusters Score -927431.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -927437.750000 Penalty: 4406.285645
	Iteration 34Q: 3 clusters Score -927437.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -927442.187500 Penalty: 4406.285645
	Iteration 35Q: 3 clusters Score -927442.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -927447.687500 Penalty: 4406.285645
	Iteration 36Q: 3 clusters Score -927447.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -927447.812500 Penalty: 4406.285645
	Iteration 37Q: 3 clusters Score -927447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -927449.687500 Penalty: 4406.285645
	Iteration 38Q: 3 clusters Score -927449.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -927450.750000 Penalty: 4406.285645
	Iteration 39Q: 3 clusters Score -927450.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -927454.187500 Penalty: 4406.285645
	Iteration 40F: 3 clusters Score -927454.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -927457.500000 Penalty: 4406.285645
	Iteration 41Q: 3 clusters Score -927457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -927457.500000 Penalty: 4406.285645
	Iteration 42Q: 3 clusters Score -927457.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -927458.375000 Penalty: 4406.285645
	Iteration 43Q: 3 clusters Score -927458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -927460.812500 Penalty: 4406.285645
	Iteration 44Q: 3 clusters Score -927460.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -927463.000000 Penalty: 4406.285645
	Iteration 45Q: 3 clusters Score -927463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -927463.125000 Penalty: 4406.285645
	Iteration 46Q: 3 clusters Score -927463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -927464.250000 Penalty: 4406.285645
	Iteration 47Q: 3 clusters Score -927464.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -927465.687500 Penalty: 4406.285645
	Iteration 48Q: 3 clusters Score -927465.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -927468.500000 Penalty: 4406.285645
	Iteration 49Q: 3 clusters Score -927468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -927469.250000 Penalty: 4406.285645
	Iteration 50Q: 3 clusters Score -927469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -927471.250000 Penalty: 4406.285645
	Iteration 51Q: 3 clusters Score -927471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -927471.625000 Penalty: 4406.285645
	Iteration 52Q: 3 clusters Score -927471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -927471.375000 Penalty: 4406.285645
	Iteration 53Q: 3 clusters Score -927471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -927469.625000 Penalty: 4406.285645
	Iteration 54Q: 3 clusters Score -927469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -927469.625000 Penalty: 4406.285645
	Iteration 55F: 3 clusters Score -927469.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Entering Unmasked Estep 
Score: -6033675.500000 Penalty: 2660.433350
	Iteration 0F: 2 clusters Score -6033676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -6002849.500000 Penalty: 5320.866699
	Iteration 0F: 3 clusters Score -6002850 nChanged 20981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -6014508.500000 Penalty: 5320.866699
	Iteration 1F: 3 clusters Score -6014508 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -6015167.500000 Penalty: 5320.866699
	Iteration 2Q: 3 clusters Score -6015168 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -6015883.000000 Penalty: 5320.866699
	Iteration 3Q: 3 clusters Score -6015883 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -6016778.000000 Penalty: 5320.866699
	Iteration 4Q: 3 clusters Score -6016778 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -6017850.000000 Penalty: 5320.866699
	Iteration 5F: 3 clusters Score -6017850 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -6019139.000000 Penalty: 5320.866699
	Iteration 6F: 3 clusters Score -6019139 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -6020584.500000 Penalty: 5320.866699
	Iteration 7F: 3 clusters Score -6020584 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -6022035.000000 Penalty: 5320.866699
	Iteration 8F: 3 clusters Score -6022035 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6023437.000000 Penalty: 5320.866699
	Iteration 9F: 3 clusters Score -6023437 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -6024811.000000 Penalty: 5320.866699
	Iteration 10Q: 3 clusters Score -6024811 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -6026101.000000 Penalty: 5320.866699
	Iteration 11Q: 3 clusters Score -6026101 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -6027342.500000 Penalty: 5320.866699
	Iteration 12Q: 3 clusters Score -6027342 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -6028471.000000 Penalty: 5320.866699
	Iteration 13Q: 3 clusters Score -6028471 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -6029401.000000 Penalty: 5320.866699
	Iteration 14Q: 3 clusters Score -6029401 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -6029958.000000 Penalty: 5320.866699
	Iteration 15Q: 3 clusters Score -6029958 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -6030315.500000 Penalty: 5320.866699
	Iteration 16Q: 3 clusters Score -6030316 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -6030544.500000 Penalty: 5320.866699
	Iteration 17Q: 3 clusters Score -6030544 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -6030690.500000 Penalty: 5320.866699
	Iteration 18Q: 3 clusters Score -6030690 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -6030818.000000 Penalty: 5320.866699
	Iteration 19Q: 3 clusters Score -6030818 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -6030889.500000 Penalty: 5320.866699
	Iteration 20F: 3 clusters Score -6030890 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -6030953.000000 Penalty: 5320.866699
	Iteration 21Q: 3 clusters Score -6030953 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -6031008.500000 Penalty: 5320.866699
	Iteration 22Q: 3 clusters Score -6031008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -6031067.500000 Penalty: 5320.866699
	Iteration 23Q: 3 clusters Score -6031068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -6031131.500000 Penalty: 5320.866699
	Iteration 24Q: 3 clusters Score -6031132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -6031164.000000 Penalty: 5320.866699
	Iteration 25Q: 3 clusters Score -6031164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -6031173.000000 Penalty: 5320.866699
	Iteration 26Q: 3 clusters Score -6031173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -6031209.500000 Penalty: 5320.866699
	Iteration 27Q: 3 clusters Score -6031210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -6031229.500000 Penalty: 5320.866699
	Iteration 28Q: 3 clusters Score -6031230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -6031251.000000 Penalty: 5320.866699
	Iteration 29Q: 3 clusters Score -6031251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -6031252.500000 Penalty: 5320.866699
	Iteration 30Q: 3 clusters Score -6031252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -6031254.500000 Penalty: 5320.866699
	Iteration 31Q: 3 clusters Score -6031254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -6031257.000000 Penalty: 5320.866699
	Iteration 32Q: 3 clusters Score -6031257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -6031257.500000 Penalty: 5320.866699
	Iteration 33Q: 3 clusters Score -6031258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -6031261.000000 Penalty: 5320.866699
	Iteration 34Q: 3 clusters Score -6031261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -6031267.000000 Penalty: 5320.866699
	Iteration 35Q: 3 clusters Score -6031267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -6031277.000000 Penalty: 5320.866699
	Iteration 36Q: 3 clusters Score -6031277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -6031273.000000 Penalty: 5320.866699
	Iteration 37Q: 3 clusters Score -6031273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -6031273.500000 Penalty: 5320.866699
	Iteration 38Q: 3 clusters Score -6031274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -6031290.000000 Penalty: 5320.866699
	Iteration 39Q: 3 clusters Score -6031290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -6031304.500000 Penalty: 5320.866699
	Iteration 40F: 3 clusters Score -6031304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -6031305.500000 Penalty: 5320.866699
	Iteration 41Q: 3 clusters Score -6031306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -6031307.000000 Penalty: 5320.866699
	Iteration 42Q: 3 clusters Score -6031307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -6031312.500000 Penalty: 5320.866699
	Iteration 43Q: 3 clusters Score -6031312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6031311.000000 Penalty: 5320.866699
	Iteration 44Q: 3 clusters Score -6031311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6031311.000000 Penalty: 5320.866699
	Iteration 45F: 3 clusters Score -6031311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Entering Unmasked Estep 
Score: -5421583.500000 Penalty: 2637.769531
	Iteration 0F: 2 clusters Score -5421584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -5393349.000000 Penalty: 5275.539062
	Iteration 0F: 3 clusters Score -5393349 nChanged 19013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -5403826.500000 Penalty: 5275.539062
	Iteration 1F: 3 clusters Score -5403826 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5404359.500000 Penalty: 5275.539062
	Iteration 2Q: 3 clusters Score -5404360 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -5404888.000000 Penalty: 5275.539062
	Iteration 3Q: 3 clusters Score -5404888 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -5405426.000000 Penalty: 5275.539062
	Iteration 4Q: 3 clusters Score -5405426 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5405849.500000 Penalty: 5275.539062
	Iteration 5Q: 3 clusters Score -5405850 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5406273.500000 Penalty: 5275.539062
	Iteration 6Q: 3 clusters Score -5406274 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5406645.500000 Penalty: 5275.539062
	Iteration 7Q: 3 clusters Score -5406646 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -5407015.000000 Penalty: 5275.539062
	Iteration 8Q: 3 clusters Score -5407015 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5407390.000000 Penalty: 5275.539062
	Iteration 9Q: 3 clusters Score -5407390 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -5407877.000000 Penalty: 5275.539062
	Iteration 10Q: 3 clusters Score -5407877 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -5408441.000000 Penalty: 5275.539062
	Iteration 11Q: 3 clusters Score -5408441 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -5409182.000000 Penalty: 5275.539062
	Iteration 12Q: 3 clusters Score -5409182 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -5410036.000000 Penalty: 5275.539062
	Iteration 13Q: 3 clusters Score -5410036 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -5411139.500000 Penalty: 5275.539062
	Iteration 14Q: 3 clusters Score -5411140 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -5412326.000000 Penalty: 5275.539062
	Iteration 15Q: 3 clusters Score -5412326 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -5413590.000000 Penalty: 5275.539062
	Iteration 16Q: 3 clusters Score -5413590 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -5414717.500000 Penalty: 5275.539062
	Iteration 17Q: 3 clusters Score -5414718 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -5415697.000000 Penalty: 5275.539062
	Iteration 18Q: 3 clusters Score -5415697 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -5416547.000000 Penalty: 5275.539062
	Iteration 19Q: 3 clusters Score -5416547 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5417272.000000 Penalty: 5275.539062
	Iteration 20F: 3 clusters Score -5417272 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5417928.500000 Penalty: 5275.539062
	Iteration 21Q: 3 clusters Score -5417928 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5418377.500000 Penalty: 5275.539062
	Iteration 22Q: 3 clusters Score -5418378 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -5418708.000000 Penalty: 5275.539062
	Iteration 23Q: 3 clusters Score -5418708 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -5418899.500000 Penalty: 5275.539062
	Iteration 24Q: 3 clusters Score -5418900 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -5419030.500000 Penalty: 5275.539062
	Iteration 25Q: 3 clusters Score -5419030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5419134.500000 Penalty: 5275.539062
	Iteration 26Q: 3 clusters Score -5419134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5419176.500000 Penalty: 5275.539062
	Iteration 27Q: 3 clusters Score -5419176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -5419218.000000 Penalty: 5275.539062
	Iteration 28Q: 3 clusters Score -5419218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5419232.000000 Penalty: 5275.539062
	Iteration 29Q: 3 clusters Score -5419232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -5419238.000000 Penalty: 5275.539062
	Iteration 30Q: 3 clusters Score -5419238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5419247.500000 Penalty: 5275.539062
	Iteration 31Q: 3 clusters Score -5419248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5419246.500000 Penalty: 5275.539062
	Iteration 32Q: 3 clusters Score -5419246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -5419246.000000 Penalty: 5275.539062
	Iteration 33Q: 3 clusters Score -5419246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -5419256.500000 Penalty: 5275.539062
	Iteration 34Q: 3 clusters Score -5419256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -5419257.000000 Penalty: 5275.539062
	Iteration 35Q: 3 clusters Score -5419257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -5419257.000000 Penalty: 5275.539062
	Iteration 36F: 3 clusters Score -5419257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -97672.070312 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -97672.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95879.546875 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -95879.55 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96101.992188 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -96101.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96151.359375 Penalty: 3319.888428
	Iteration 2Q: 3 clusters Score -96151.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96181.023438 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -96181.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96200.781250 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -96200.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96224.570312 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -96224.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96230.140625 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -96230.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96233.492188 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -96233.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96244.531250 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -96244.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96245.812500 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -96245.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96247.640625 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -96247.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96249.523438 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -96249.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96250.257812 Penalty: 3319.888428
	Iteration 12Q: 3 clusters Score -96250.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96250.257812 Penalty: 3319.888428
	Iteration 13F: 3 clusters Score -96250.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Entering Unmasked Estep 
Score: -1114402.625000 Penalty: 2255.959717
	Iteration 0F: 2 clusters Score -1114403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1107324.000000 Penalty: 4511.919434
	Iteration 0F: 3 clusters Score -1107324 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1109365.125000 Penalty: 4511.919434
	Iteration 1F: 3 clusters Score -1109365 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1109672.500000 Penalty: 4511.919434
	Iteration 2F: 3 clusters Score -1109672 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1109915.000000 Penalty: 4511.919434
	Iteration 3F: 3 clusters Score -1109915 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1110091.125000 Penalty: 4511.919434
	Iteration 4Q: 3 clusters Score -1110091 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1110242.750000 Penalty: 4511.919434
	Iteration 5Q: 3 clusters Score -1110243 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1110375.375000 Penalty: 4511.919434
	Iteration 6Q: 3 clusters Score -1110375 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1110488.125000 Penalty: 4511.919434
	Iteration 7Q: 3 clusters Score -1110488 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1110590.625000 Penalty: 4511.919434
	Iteration 8Q: 3 clusters Score -1110591 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1110666.750000 Penalty: 4511.919434
	Iteration 9Q: 3 clusters Score -1110667 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1110752.250000 Penalty: 4511.919434
	Iteration 10Q: 3 clusters Score -1110752 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1110834.750000 Penalty: 4511.919434
	Iteration 11Q: 3 clusters Score -1110835 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1110922.000000 Penalty: 4511.919434
	Iteration 12Q: 3 clusters Score -1110922 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1111005.875000 Penalty: 4511.919434
	Iteration 13Q: 3 clusters Score -1111006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1111109.125000 Penalty: 4511.919434
	Iteration 14Q: 3 clusters Score -1111109 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1111199.250000 Penalty: 4511.919434
	Iteration 15Q: 3 clusters Score -1111199 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1111310.625000 Penalty: 4511.919434
	Iteration 16Q: 3 clusters Score -1111311 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1111416.125000 Penalty: 4511.919434
	Iteration 17Q: 3 clusters Score -1111416 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1111537.875000 Penalty: 4511.919434
	Iteration 18Q: 3 clusters Score -1111538 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1111653.000000 Penalty: 4511.919434
	Iteration 19Q: 3 clusters Score -1111653 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1111742.875000 Penalty: 4511.919434
	Iteration 20F: 3 clusters Score -1111743 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1111811.125000 Penalty: 4511.919434
	Iteration 21Q: 3 clusters Score -1111811 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1111875.875000 Penalty: 4511.919434
	Iteration 22Q: 3 clusters Score -1111876 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1111929.375000 Penalty: 4511.919434
	Iteration 23Q: 3 clusters Score -1111929 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1111973.750000 Penalty: 4511.919434
	Iteration 24Q: 3 clusters Score -1111974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1112011.750000 Penalty: 4511.919434
	Iteration 25Q: 3 clusters Score -1112012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1112049.500000 Penalty: 4511.919434
	Iteration 26Q: 3 clusters Score -1112050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1112089.000000 Penalty: 4511.919434
	Iteration 27Q: 3 clusters Score -1112089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1112120.000000 Penalty: 4511.919434
	Iteration 28Q: 3 clusters Score -1112120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1112142.625000 Penalty: 4511.919434
	Iteration 29Q: 3 clusters Score -1112143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1112158.875000 Penalty: 4511.919434
	Iteration 30Q: 3 clusters Score -1112159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1112180.125000 Penalty: 4511.919434
	Iteration 31Q: 3 clusters Score -1112180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1112197.375000 Penalty: 4511.919434
	Iteration 32Q: 3 clusters Score -1112197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1112213.375000 Penalty: 4511.919434
	Iteration 33Q: 3 clusters Score -1112213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1112230.125000 Penalty: 4511.919434
	Iteration 34Q: 3 clusters Score -1112230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1112241.250000 Penalty: 4511.919434
	Iteration 35Q: 3 clusters Score -1112241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1112246.375000 Penalty: 4511.919434
	Iteration 36Q: 3 clusters Score -1112246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1112259.250000 Penalty: 4511.919434
	Iteration 37Q: 3 clusters Score -1112259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1112267.500000 Penalty: 4511.919434
	Iteration 38Q: 3 clusters Score -1112268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1112277.500000 Penalty: 4511.919434
	Iteration 39Q: 3 clusters Score -1112278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1112281.375000 Penalty: 4511.919434
	Iteration 40F: 3 clusters Score -1112281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1112285.375000 Penalty: 4511.919434
	Iteration 41Q: 3 clusters Score -1112285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1112291.875000 Penalty: 4511.919434
	Iteration 42Q: 3 clusters Score -1112292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1112301.250000 Penalty: 4511.919434
	Iteration 43Q: 3 clusters Score -1112301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1112307.750000 Penalty: 4511.919434
	Iteration 44Q: 3 clusters Score -1112308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1112307.875000 Penalty: 4511.919434
	Iteration 45Q: 3 clusters Score -1112308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1112313.875000 Penalty: 4511.919434
	Iteration 46Q: 3 clusters Score -1112314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1112318.375000 Penalty: 4511.919434
	Iteration 47Q: 3 clusters Score -1112318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1112322.000000 Penalty: 4511.919434
	Iteration 48Q: 3 clusters Score -1112322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1112326.000000 Penalty: 4511.919434
	Iteration 49Q: 3 clusters Score -1112326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1112330.125000 Penalty: 4511.919434
	Iteration 50Q: 3 clusters Score -1112330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1112332.000000 Penalty: 4511.919434
	Iteration 51Q: 3 clusters Score -1112332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1112334.875000 Penalty: 4511.919434
	Iteration 52Q: 3 clusters Score -1112335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1112338.625000 Penalty: 4511.919434
	Iteration 53Q: 3 clusters Score -1112339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1112339.750000 Penalty: 4511.919434
	Iteration 54Q: 3 clusters Score -1112340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1112345.250000 Penalty: 4511.919434
	Iteration 55Q: 3 clusters Score -1112345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1112347.250000 Penalty: 4511.919434
	Iteration 56Q: 3 clusters Score -1112347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1112351.000000 Penalty: 4511.919434
	Iteration 57Q: 3 clusters Score -1112351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1112353.375000 Penalty: 4511.919434
	Iteration 58Q: 3 clusters Score -1112353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1112358.750000 Penalty: 4511.919434
	Iteration 59Q: 3 clusters Score -1112359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1112362.750000 Penalty: 4511.919434
	Iteration 60F: 3 clusters Score -1112363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1112369.375000 Penalty: 4511.919434
	Iteration 61Q: 3 clusters Score -1112369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1112367.750000 Penalty: 4511.919434
	Iteration 62Q: 3 clusters Score -1112368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1112371.125000 Penalty: 4511.919434
	Iteration 63Q: 3 clusters Score -1112371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1112371.375000 Penalty: 4511.919434
	Iteration 64Q: 3 clusters Score -1112371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1112378.125000 Penalty: 4511.919434
	Iteration 65Q: 3 clusters Score -1112378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1112380.375000 Penalty: 4511.919434
	Iteration 66Q: 3 clusters Score -1112380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1112380.875000 Penalty: 4511.919434
	Iteration 67Q: 3 clusters Score -1112381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1112381.750000 Penalty: 4511.919434
	Iteration 68Q: 3 clusters Score -1112382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1112382.125000 Penalty: 4511.919434
	Iteration 69Q: 3 clusters Score -1112382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1112382.125000 Penalty: 4511.919434
	Iteration 70F: 3 clusters Score -1112382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -820059.625000 Penalty: 2182.727051
	Iteration 0F: 2 clusters Score -820059.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -814543.625000 Penalty: 4365.454102
	Iteration 0F: 3 clusters Score -814543.6 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -816108.250000 Penalty: 4365.454102
	Iteration 1F: 3 clusters Score -816108.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -816410.750000 Penalty: 4365.454102
	Iteration 2F: 3 clusters Score -816410.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -816644.875000 Penalty: 4365.454102
	Iteration 3F: 3 clusters Score -816644.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -816867.500000 Penalty: 4365.454102
	Iteration 4F: 3 clusters Score -816867.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -817099.312500 Penalty: 4365.454102
	Iteration 5Q: 3 clusters Score -817099.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -817309.562500 Penalty: 4365.454102
	Iteration 6Q: 3 clusters Score -817309.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -817495.250000 Penalty: 4365.454102
	Iteration 7Q: 3 clusters Score -817495.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -817666.437500 Penalty: 4365.454102
	Iteration 8Q: 3 clusters Score -817666.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -817836.500000 Penalty: 4365.454102
	Iteration 9Q: 3 clusters Score -817836.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -817988.312500 Penalty: 4365.454102
	Iteration 10Q: 3 clusters Score -817988.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -818117.375000 Penalty: 4365.454102
	Iteration 11Q: 3 clusters Score -818117.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -818230.062500 Penalty: 4365.454102
	Iteration 12Q: 3 clusters Score -818230.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -818322.187500 Penalty: 4365.454102
	Iteration 13Q: 3 clusters Score -818322.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -818399.687500 Penalty: 4365.454102
	Iteration 14Q: 3 clusters Score -818399.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -818468.312500 Penalty: 4365.454102
	Iteration 15Q: 3 clusters Score -818468.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -818514.687500 Penalty: 4365.454102
	Iteration 16Q: 3 clusters Score -818514.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -818540.687500 Penalty: 4365.454102
	Iteration 17Q: 3 clusters Score -818540.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -818564.375000 Penalty: 4365.454102
	Iteration 18Q: 3 clusters Score -818564.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -818570.437500 Penalty: 4365.454102
	Iteration 19Q: 3 clusters Score -818570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -818579.062500 Penalty: 4365.454102
	Iteration 20F: 3 clusters Score -818579.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -818583.437500 Penalty: 4365.454102
	Iteration 21Q: 3 clusters Score -818583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -818594.500000 Penalty: 4365.454102
	Iteration 22Q: 3 clusters Score -818594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -818598.562500 Penalty: 4365.454102
	Iteration 23Q: 3 clusters Score -818598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -818604.125000 Penalty: 4365.454102
	Iteration 24Q: 3 clusters Score -818604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -818609.625000 Penalty: 4365.454102
	Iteration 25Q: 3 clusters Score -818609.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -818621.062500 Penalty: 4365.454102
	Iteration 26Q: 3 clusters Score -818621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -818626.812500 Penalty: 4365.454102
	Iteration 27Q: 3 clusters Score -818626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -818631.500000 Penalty: 4365.454102
	Iteration 28Q: 3 clusters Score -818631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -818638.187500 Penalty: 4365.454102
	Iteration 29Q: 3 clusters Score -818638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -818644.125000 Penalty: 4365.454102
	Iteration 30Q: 3 clusters Score -818644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -818649.250000 Penalty: 4365.454102
	Iteration 31Q: 3 clusters Score -818649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -818654.000000 Penalty: 4365.454102
	Iteration 32Q: 3 clusters Score -818654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -818661.687500 Penalty: 4365.454102
	Iteration 33Q: 3 clusters Score -818661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -818661.812500 Penalty: 4365.454102
	Iteration 34Q: 3 clusters Score -818661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -818662.187500 Penalty: 4365.454102
	Iteration 35Q: 3 clusters Score -818662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -818662.187500 Penalty: 4365.454102
	Iteration 36F: 3 clusters Score -818662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -21284.126953 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -21284.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20160.833984 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -20160.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20226.248047 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -20226.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20238.896484 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -20238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20242.910156 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -20242.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20242.910156 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -20242.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -449829.750000 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -449829.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -446230.437500 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -446230.4 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -447015.250000 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -447015.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -447187.500000 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -447187.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -447298.875000 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -447298.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -447368.937500 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -447368.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -447411.625000 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -447411.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447453.218750 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -447453.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -447482.531250 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -447482.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -447514.062500 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -447514.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -447544.312500 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -447544.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -447575.968750 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -447576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -447621.781250 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -447621.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -447661.531250 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -447661.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -447693.281250 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -447693.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -447719.187500 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -447719.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -447746.625000 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -447746.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -447773.500000 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -447773.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -447796.437500 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -447796.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -447816.062500 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -447816.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -447834.468750 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -447834.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -447848.281250 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -447848.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -447856.625000 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -447856.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -447865.031250 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -447865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -447870.625000 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -447870.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -447876.750000 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -447876.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -447881.906250 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -447881.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -447886.000000 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -447886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -447889.406250 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -447889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -447895.218750 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -447895.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -447901.187500 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -447901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -447905.687500 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -447905.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -447909.687500 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -447909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -447912.000000 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -447912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -447914.656250 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -447914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -447916.687500 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -447916.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -447918.812500 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -447918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -447919.406250 Penalty: 4050.443115
	Iteration 36Q: 3 clusters Score -447919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -447921.656250 Penalty: 4050.443115
	Iteration 37Q: 3 clusters Score -447921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -447924.531250 Penalty: 4050.443115
	Iteration 38Q: 3 clusters Score -447924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -447926.937500 Penalty: 4050.443115
	Iteration 39Q: 3 clusters Score -447926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -447930.531250 Penalty: 4050.443115
	Iteration 40F: 3 clusters Score -447930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -447932.843750 Penalty: 4050.443115
	Iteration 41Q: 3 clusters Score -447932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -447937.187500 Penalty: 4050.443115
	Iteration 42Q: 3 clusters Score -447937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -447940.593750 Penalty: 4050.443115
	Iteration 43Q: 3 clusters Score -447940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -447942.968750 Penalty: 4050.443115
	Iteration 44Q: 3 clusters Score -447943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -447945.093750 Penalty: 4050.443115
	Iteration 45Q: 3 clusters Score -447945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -447946.500000 Penalty: 4050.443115
	Iteration 46Q: 3 clusters Score -447946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -447947.625000 Penalty: 4050.443115
	Iteration 47Q: 3 clusters Score -447947.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -447950.750000 Penalty: 4050.443115
	Iteration 48Q: 3 clusters Score -447950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -447952.000000 Penalty: 4050.443115
	Iteration 49Q: 3 clusters Score -447952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -447952.562500 Penalty: 4050.443115
	Iteration 50Q: 3 clusters Score -447952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -447952.562500 Penalty: 4050.443115
	Iteration 51F: 3 clusters Score -447952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -937219.625000 Penalty: 2222.736816
	Iteration 0F: 2 clusters Score -937219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -930897.875000 Penalty: 4445.473633
	Iteration 0F: 3 clusters Score -930897.9 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -932657.687500 Penalty: 4445.473633
	Iteration 1F: 3 clusters Score -932657.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -933012.937500 Penalty: 4445.473633
	Iteration 2F: 3 clusters Score -933012.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -933270.625000 Penalty: 4445.473633
	Iteration 3F: 3 clusters Score -933270.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -933480.562500 Penalty: 4445.473633
	Iteration 4Q: 3 clusters Score -933480.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -933669.312500 Penalty: 4445.473633
	Iteration 5Q: 3 clusters Score -933669.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -933809.125000 Penalty: 4445.473633
	Iteration 6Q: 3 clusters Score -933809.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -933918.125000 Penalty: 4445.473633
	Iteration 7Q: 3 clusters Score -933918.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -934030.750000 Penalty: 4445.473633
	Iteration 8Q: 3 clusters Score -934030.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -934144.062500 Penalty: 4445.473633
	Iteration 9Q: 3 clusters Score -934144.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -934257.062500 Penalty: 4445.473633
	Iteration 10Q: 3 clusters Score -934257.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -934363.812500 Penalty: 4445.473633
	Iteration 11Q: 3 clusters Score -934363.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -934467.625000 Penalty: 4445.473633
	Iteration 12Q: 3 clusters Score -934467.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -934588.125000 Penalty: 4445.473633
	Iteration 13Q: 3 clusters Score -934588.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -934698.125000 Penalty: 4445.473633
	Iteration 14Q: 3 clusters Score -934698.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -934808.562500 Penalty: 4445.473633
	Iteration 15Q: 3 clusters Score -934808.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -934892.125000 Penalty: 4445.473633
	Iteration 16Q: 3 clusters Score -934892.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -934950.625000 Penalty: 4445.473633
	Iteration 17Q: 3 clusters Score -934950.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -934998.250000 Penalty: 4445.473633
	Iteration 18Q: 3 clusters Score -934998.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -935046.875000 Penalty: 4445.473633
	Iteration 19Q: 3 clusters Score -935046.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -935080.375000 Penalty: 4445.473633
	Iteration 20F: 3 clusters Score -935080.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -935108.875000 Penalty: 4445.473633
	Iteration 21Q: 3 clusters Score -935108.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -935122.750000 Penalty: 4445.473633
	Iteration 22Q: 3 clusters Score -935122.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -935130.187500 Penalty: 4445.473633
	Iteration 23Q: 3 clusters Score -935130.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -935139.437500 Penalty: 4445.473633
	Iteration 24Q: 3 clusters Score -935139.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -935149.625000 Penalty: 4445.473633
	Iteration 25Q: 3 clusters Score -935149.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -935161.687500 Penalty: 4445.473633
	Iteration 26Q: 3 clusters Score -935161.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -935169.687500 Penalty: 4445.473633
	Iteration 27Q: 3 clusters Score -935169.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -935177.750000 Penalty: 4445.473633
	Iteration 28Q: 3 clusters Score -935177.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -935182.437500 Penalty: 4445.473633
	Iteration 29Q: 3 clusters Score -935182.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -935185.750000 Penalty: 4445.473633
	Iteration 30Q: 3 clusters Score -935185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -935188.000000 Penalty: 4445.473633
	Iteration 31Q: 3 clusters Score -935188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -935189.625000 Penalty: 4445.473633
	Iteration 32Q: 3 clusters Score -935189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -935192.125000 Penalty: 4445.473633
	Iteration 33Q: 3 clusters Score -935192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -935195.750000 Penalty: 4445.473633
	Iteration 34Q: 3 clusters Score -935195.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -935200.937500 Penalty: 4445.473633
	Iteration 35Q: 3 clusters Score -935200.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -935204.312500 Penalty: 4445.473633
	Iteration 36Q: 3 clusters Score -935204.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -935205.812500 Penalty: 4445.473633
	Iteration 37Q: 3 clusters Score -935205.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -935207.937500 Penalty: 4445.473633
	Iteration 38Q: 3 clusters Score -935207.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -935207.687500 Penalty: 4445.473633
	Iteration 39Q: 3 clusters Score -935207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -935209.562500 Penalty: 4445.473633
	Iteration 40F: 3 clusters Score -935209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -935212.250000 Penalty: 4445.473633
	Iteration 41Q: 3 clusters Score -935212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -935211.750000 Penalty: 4445.473633
	Iteration 42Q: 3 clusters Score -935211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -935213.687500 Penalty: 4445.473633
	Iteration 43Q: 3 clusters Score -935213.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -935214.250000 Penalty: 4445.473633
	Iteration 44Q: 3 clusters Score -935214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -935216.187500 Penalty: 4445.473633
	Iteration 45Q: 3 clusters Score -935216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -935218.500000 Penalty: 4445.473633
	Iteration 46Q: 3 clusters Score -935218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -935218.500000 Penalty: 4445.473633
	Iteration 47Q: 3 clusters Score -935218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -935218.500000 Penalty: 4445.473633
	Iteration 48F: 3 clusters Score -935218.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99852.195312 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -99852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98157.796875 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -98157.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -98559.703125 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -98559.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98686.531250 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -98686.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98805.515625 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -98805.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98934.437500 Penalty: 3353.165527
	Iteration 4F: 3 clusters Score -98934.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99020.085938 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -99020.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99090.617188 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -99090.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99179.312500 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -99179.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99256.554688 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -99256.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -99299.812500 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -99299.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -99339.804688 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -99339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99393.421875 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -99393.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99440.679688 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -99440.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99494.765625 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -99494.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99541.390625 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -99541.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99590.335938 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -99590.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99616.750000 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -99616.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99640.734375 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -99640.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -99655.945312 Penalty: 3353.165527
	Iteration 18Q: 3 clusters Score -99655.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -99663.359375 Penalty: 3353.165527
	Iteration 19Q: 3 clusters Score -99663.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -99682.710938 Penalty: 3353.165527
	Iteration 20F: 3 clusters Score -99682.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -99710.671875 Penalty: 3353.165527
	Iteration 21Q: 3 clusters Score -99710.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99721.937500 Penalty: 3353.165527
	Iteration 22Q: 3 clusters Score -99721.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -99733.414062 Penalty: 3353.165527
	Iteration 23Q: 3 clusters Score -99733.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -99760.500000 Penalty: 3353.165527
	Iteration 24Q: 3 clusters Score -99760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -99765.484375 Penalty: 3353.165527
	Iteration 25Q: 3 clusters Score -99765.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -99769.546875 Penalty: 3353.165527
	Iteration 26Q: 3 clusters Score -99769.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -99781.906250 Penalty: 3353.165527
	Iteration 27Q: 3 clusters Score -99781.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -99787.156250 Penalty: 3353.165527
	Iteration 28Q: 3 clusters Score -99787.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -99790.421875 Penalty: 3353.165527
	Iteration 29Q: 3 clusters Score -99790.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -99792.757812 Penalty: 3353.165527
	Iteration 30Q: 3 clusters Score -99792.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -99792.757812 Penalty: 3353.165527
	Iteration 31F: 3 clusters Score -99792.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Entering Unmasked Estep 
Score: -13093243.000000 Penalty: 2854.311279
	Iteration 0F: 2 clusters Score -1.309324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -13026731.000000 Penalty: 5708.622559
	Iteration 0F: 3 clusters Score -1.302673e+07 nChanged 47135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -13053398.000000 Penalty: 5708.622559
	Iteration 1F: 3 clusters Score -1.30534e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -13054020.000000 Penalty: 5708.622559
	Iteration 2Q: 3 clusters Score -1.305402e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -13054807.000000 Penalty: 5708.622559
	Iteration 3Q: 3 clusters Score -1.305481e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -13055845.000000 Penalty: 5708.622559
	Iteration 4Q: 3 clusters Score -1.305584e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -13057335.000000 Penalty: 5708.622559
	Iteration 5Q: 3 clusters Score -1.305734e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -13059274.000000 Penalty: 5708.622559
	Iteration 6Q: 3 clusters Score -1.305927e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -13061748.000000 Penalty: 5708.622559
	Iteration 7F: 3 clusters Score -1.306175e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -13064256.000000 Penalty: 5708.622559
	Iteration 8F: 3 clusters Score -1.306426e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -13066742.000000 Penalty: 5708.622559
	Iteration 9F: 3 clusters Score -1.306674e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -13069045.000000 Penalty: 5708.622559
	Iteration 10Q: 3 clusters Score -1.306904e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -13071238.000000 Penalty: 5708.622559
	Iteration 11Q: 3 clusters Score -1.307124e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -13073208.000000 Penalty: 5708.622559
	Iteration 12Q: 3 clusters Score -1.307321e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -13075494.000000 Penalty: 5708.622559
	Iteration 13Q: 3 clusters Score -1.307549e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -13077805.000000 Penalty: 5708.622559
	Iteration 14Q: 3 clusters Score -1.30778e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
Score: -13080399.000000 Penalty: 5708.622559
	Iteration 15Q: 3 clusters Score -1.30804e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -13082919.000000 Penalty: 5708.622559
	Iteration 16Q: 3 clusters Score -1.308292e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -13084891.000000 Penalty: 5708.622559
	Iteration 17Q: 3 clusters Score -1.308489e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -13086407.000000 Penalty: 5708.622559
	Iteration 18Q: 3 clusters Score -1.308641e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -13087534.000000 Penalty: 5708.622559
	Iteration 19Q: 3 clusters Score -1.308753e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -13088393.000000 Penalty: 5708.622559
	Iteration 20F: 3 clusters Score -1.308839e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 95947 members 
Entering Unmasked Estep 
Score: -13088898.000000 Penalty: 5708.622559
	Iteration 21Q: 3 clusters Score -1.30889e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -13089338.000000 Penalty: 5708.622559
	Iteration 22Q: 3 clusters Score -1.308934e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
Score: -13089642.000000 Penalty: 5708.622559
	Iteration 23Q: 3 clusters Score -1.308964e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -13089936.000000 Penalty: 5708.622559
	Iteration 24Q: 3 clusters Score -1.308994e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -13090188.000000 Penalty: 5708.622559
	Iteration 25Q: 3 clusters Score -1.309019e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -13090364.000000 Penalty: 5708.622559
	Iteration 26Q: 3 clusters Score -1.309036e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -13090439.000000 Penalty: 5708.622559
	Iteration 27Q: 3 clusters Score -1.309044e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -13090506.000000 Penalty: 5708.622559
	Iteration 28Q: 3 clusters Score -1.309051e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -13090556.000000 Penalty: 5708.622559
	Iteration 29Q: 3 clusters Score -1.309056e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -13090608.000000 Penalty: 5708.622559
	Iteration 30Q: 3 clusters Score -1.309061e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
Score: -13090659.000000 Penalty: 5708.622559
	Iteration 31Q: 3 clusters Score -1.309066e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -13090668.000000 Penalty: 5708.622559
	Iteration 32Q: 3 clusters Score -1.309067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -13090704.000000 Penalty: 5708.622559
	Iteration 33Q: 3 clusters Score -1.30907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -13090722.000000 Penalty: 5708.622559
	Iteration 34Q: 3 clusters Score -1.309072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -13090730.000000 Penalty: 5708.622559
	Iteration 35Q: 3 clusters Score -1.309073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -13090743.000000 Penalty: 5708.622559
	Iteration 36Q: 3 clusters Score -1.309074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -13090762.000000 Penalty: 5708.622559
	Iteration 37Q: 3 clusters Score -1.309076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 99012 members 
Entering Unmasked Estep 
Score: -13090764.000000 Penalty: 5708.622559
	Iteration 38Q: 3 clusters Score -1.309076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -13090765.000000 Penalty: 5708.622559
	Iteration 39Q: 3 clusters Score -1.309076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -13090783.000000 Penalty: 5708.622559
	Iteration 40F: 3 clusters Score -1.309078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -13090777.000000 Penalty: 5708.622559
	Iteration 41Q: 3 clusters Score -1.309078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -13090780.000000 Penalty: 5708.622559
	Iteration 42Q: 3 clusters Score -1.309078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -13090784.000000 Penalty: 5708.622559
	Iteration 43Q: 3 clusters Score -1.309078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -13090779.000000 Penalty: 5708.622559
	Iteration 44Q: 3 clusters Score -1.309078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -13090772.000000 Penalty: 5708.622559
	Iteration 45Q: 3 clusters Score -1.309077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -13090779.000000 Penalty: 5708.622559
	Iteration 46Q: 3 clusters Score -1.309078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -13090780.000000 Penalty: 5708.622559
	Iteration 47Q: 3 clusters Score -1.309078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -13090780.000000 Penalty: 5708.622559
	Iteration 48Q: 3 clusters Score -1.309078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 99036 members 
Entering Unmasked Estep 
Score: -13090782.000000 Penalty: 5708.622559
	Iteration 49Q: 3 clusters Score -1.309078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -13090777.000000 Penalty: 5708.622559
	Iteration 50Q: 3 clusters Score -1.309078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -13090780.000000 Penalty: 5708.622559
	Iteration 51Q: 3 clusters Score -1.309078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -13090780.000000 Penalty: 5708.622559
	Iteration 52F: 3 clusters Score -1.309078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Entering Unmasked Estep 
Score: -1724370.125000 Penalty: 2353.561279
	Iteration 0F: 2 clusters Score -1724370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1714594.375000 Penalty: 4707.122559
	Iteration 0F: 3 clusters Score -1714594 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1717456.625000 Penalty: 4707.122559
	Iteration 1F: 3 clusters Score -1717457 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1717771.375000 Penalty: 4707.122559
	Iteration 2F: 3 clusters Score -1717771 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1718033.250000 Penalty: 4707.122559
	Iteration 3Q: 3 clusters Score -1718033 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1718245.750000 Penalty: 4707.122559
	Iteration 4Q: 3 clusters Score -1718246 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1718458.875000 Penalty: 4707.122559
	Iteration 5Q: 3 clusters Score -1718459 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1718704.750000 Penalty: 4707.122559
	Iteration 6Q: 3 clusters Score -1718705 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1718991.625000 Penalty: 4707.122559
	Iteration 7Q: 3 clusters Score -1718992 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1719295.625000 Penalty: 4707.122559
	Iteration 8Q: 3 clusters Score -1719296 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1719563.875000 Penalty: 4707.122559
	Iteration 9Q: 3 clusters Score -1719564 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1719826.375000 Penalty: 4707.122559
	Iteration 10Q: 3 clusters Score -1719826 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1720050.875000 Penalty: 4707.122559
	Iteration 11Q: 3 clusters Score -1720051 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1720226.000000 Penalty: 4707.122559
	Iteration 12Q: 3 clusters Score -1720226 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1720385.875000 Penalty: 4707.122559
	Iteration 13Q: 3 clusters Score -1720386 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1720520.625000 Penalty: 4707.122559
	Iteration 14Q: 3 clusters Score -1720521 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1720637.875000 Penalty: 4707.122559
	Iteration 15Q: 3 clusters Score -1720638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1720756.125000 Penalty: 4707.122559
	Iteration 16Q: 3 clusters Score -1720756 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1720859.375000 Penalty: 4707.122559
	Iteration 17Q: 3 clusters Score -1720859 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1720977.625000 Penalty: 4707.122559
	Iteration 18Q: 3 clusters Score -1720978 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1721074.750000 Penalty: 4707.122559
	Iteration 19Q: 3 clusters Score -1721075 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1721173.625000 Penalty: 4707.122559
	Iteration 20F: 3 clusters Score -1721174 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1721263.625000 Penalty: 4707.122559
	Iteration 21Q: 3 clusters Score -1721264 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1721370.875000 Penalty: 4707.122559
	Iteration 22Q: 3 clusters Score -1721371 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1721444.375000 Penalty: 4707.122559
	Iteration 23Q: 3 clusters Score -1721444 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1721533.750000 Penalty: 4707.122559
	Iteration 24Q: 3 clusters Score -1721534 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1721615.750000 Penalty: 4707.122559
	Iteration 25Q: 3 clusters Score -1721616 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1721714.625000 Penalty: 4707.122559
	Iteration 26Q: 3 clusters Score -1721715 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1721788.625000 Penalty: 4707.122559
	Iteration 27Q: 3 clusters Score -1721789 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1721857.250000 Penalty: 4707.122559
	Iteration 28Q: 3 clusters Score -1721857 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1721926.250000 Penalty: 4707.122559
	Iteration 29Q: 3 clusters Score -1721926 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1721980.250000 Penalty: 4707.122559
	Iteration 30Q: 3 clusters Score -1721980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1722032.000000 Penalty: 4707.122559
	Iteration 31Q: 3 clusters Score -1722032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1722070.500000 Penalty: 4707.122559
	Iteration 32Q: 3 clusters Score -1722070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1722101.875000 Penalty: 4707.122559
	Iteration 33Q: 3 clusters Score -1722102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1722131.000000 Penalty: 4707.122559
	Iteration 34Q: 3 clusters Score -1722131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1722151.875000 Penalty: 4707.122559
	Iteration 35Q: 3 clusters Score -1722152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1722175.750000 Penalty: 4707.122559
	Iteration 36Q: 3 clusters Score -1722176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1722185.250000 Penalty: 4707.122559
	Iteration 37Q: 3 clusters Score -1722185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1722204.875000 Penalty: 4707.122559
	Iteration 38Q: 3 clusters Score -1722205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1722218.500000 Penalty: 4707.122559
	Iteration 39Q: 3 clusters Score -1722218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1722234.500000 Penalty: 4707.122559
	Iteration 40F: 3 clusters Score -1722234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1722251.250000 Penalty: 4707.122559
	Iteration 41Q: 3 clusters Score -1722251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1722256.750000 Penalty: 4707.122559
	Iteration 42Q: 3 clusters Score -1722257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1722263.500000 Penalty: 4707.122559
	Iteration 43Q: 3 clusters Score -1722264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1722266.625000 Penalty: 4707.122559
	Iteration 44Q: 3 clusters Score -1722267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1722277.875000 Penalty: 4707.122559
	Iteration 45Q: 3 clusters Score -1722278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1722286.250000 Penalty: 4707.122559
	Iteration 46Q: 3 clusters Score -1722286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1722291.500000 Penalty: 4707.122559
	Iteration 47Q: 3 clusters Score -1722292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1722293.250000 Penalty: 4707.122559
	Iteration 48Q: 3 clusters Score -1722293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1722304.750000 Penalty: 4707.122559
	Iteration 49Q: 3 clusters Score -1722305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1722315.625000 Penalty: 4707.122559
	Iteration 50Q: 3 clusters Score -1722316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1722320.375000 Penalty: 4707.122559
	Iteration 51Q: 3 clusters Score -1722320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1722323.250000 Penalty: 4707.122559
	Iteration 52Q: 3 clusters Score -1722323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1722328.750000 Penalty: 4707.122559
	Iteration 53Q: 3 clusters Score -1722329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1722330.000000 Penalty: 4707.122559
	Iteration 54Q: 3 clusters Score -1722330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1722333.250000 Penalty: 4707.122559
	Iteration 55Q: 3 clusters Score -1722333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1722331.500000 Penalty: 4707.122559
	Iteration 56Q: 3 clusters Score -1722332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1722333.875000 Penalty: 4707.122559
	Iteration 57Q: 3 clusters Score -1722334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1722334.250000 Penalty: 4707.122559
	Iteration 58Q: 3 clusters Score -1722334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1722334.500000 Penalty: 4707.122559
	Iteration 59Q: 3 clusters Score -1722334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1722335.000000 Penalty: 4707.122559
	Iteration 60F: 3 clusters Score -1722335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1722334.125000 Penalty: 4707.122559
	Iteration 61Q: 3 clusters Score -1722334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1722334.625000 Penalty: 4707.122559
	Iteration 62Q: 3 clusters Score -1722335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1722334.625000 Penalty: 4707.122559
	Iteration 63F: 3 clusters Score -1722335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Entering Unmasked Estep 
Score: -1266914.625000 Penalty: 2268.264648
	Iteration 0F: 2 clusters Score -1266915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1259561.750000 Penalty: 4536.529297
	Iteration 0F: 3 clusters Score -1259562 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1261620.125000 Penalty: 4536.529297
	Iteration 1F: 3 clusters Score -1261620 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1261924.375000 Penalty: 4536.529297
	Iteration 2F: 3 clusters Score -1261924 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1262122.250000 Penalty: 4536.529297
	Iteration 3Q: 3 clusters Score -1262122 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1262255.000000 Penalty: 4536.529297
	Iteration 4Q: 3 clusters Score -1262255 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1262343.500000 Penalty: 4536.529297
	Iteration 5Q: 3 clusters Score -1262344 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1262406.125000 Penalty: 4536.529297
	Iteration 6Q: 3 clusters Score -1262406 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1262457.250000 Penalty: 4536.529297
	Iteration 7Q: 3 clusters Score -1262457 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1262513.875000 Penalty: 4536.529297
	Iteration 8Q: 3 clusters Score -1262514 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1262563.500000 Penalty: 4536.529297
	Iteration 9Q: 3 clusters Score -1262564 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1262610.875000 Penalty: 4536.529297
	Iteration 10Q: 3 clusters Score -1262611 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1262662.250000 Penalty: 4536.529297
	Iteration 11Q: 3 clusters Score -1262662 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1262722.625000 Penalty: 4536.529297
	Iteration 12Q: 3 clusters Score -1262723 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1262803.625000 Penalty: 4536.529297
	Iteration 13Q: 3 clusters Score -1262804 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1262912.625000 Penalty: 4536.529297
	Iteration 14Q: 3 clusters Score -1262913 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1263045.500000 Penalty: 4536.529297
	Iteration 15Q: 3 clusters Score -1263046 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1263218.000000 Penalty: 4536.529297
	Iteration 16Q: 3 clusters Score -1263218 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1263417.375000 Penalty: 4536.529297
	Iteration 17Q: 3 clusters Score -1263417 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1263656.125000 Penalty: 4536.529297
	Iteration 18Q: 3 clusters Score -1263656 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1263923.000000 Penalty: 4536.529297
	Iteration 19Q: 3 clusters Score -1263923 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1264200.750000 Penalty: 4536.529297
	Iteration 20F: 3 clusters Score -1264201 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1264422.125000 Penalty: 4536.529297
	Iteration 21Q: 3 clusters Score -1264422 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1264592.625000 Penalty: 4536.529297
	Iteration 22Q: 3 clusters Score -1264593 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1264698.375000 Penalty: 4536.529297
	Iteration 23Q: 3 clusters Score -1264698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1264771.250000 Penalty: 4536.529297
	Iteration 24Q: 3 clusters Score -1264771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1264816.375000 Penalty: 4536.529297
	Iteration 25Q: 3 clusters Score -1264816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1264847.375000 Penalty: 4536.529297
	Iteration 26Q: 3 clusters Score -1264847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1264870.250000 Penalty: 4536.529297
	Iteration 27Q: 3 clusters Score -1264870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1264885.750000 Penalty: 4536.529297
	Iteration 28Q: 3 clusters Score -1264886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1264896.500000 Penalty: 4536.529297
	Iteration 29Q: 3 clusters Score -1264896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1264902.375000 Penalty: 4536.529297
	Iteration 30Q: 3 clusters Score -1264902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1264906.500000 Penalty: 4536.529297
	Iteration 31Q: 3 clusters Score -1264906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1264913.750000 Penalty: 4536.529297
	Iteration 32Q: 3 clusters Score -1264914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1264922.375000 Penalty: 4536.529297
	Iteration 33Q: 3 clusters Score -1264922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1264927.875000 Penalty: 4536.529297
	Iteration 34Q: 3 clusters Score -1264928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1264932.875000 Penalty: 4536.529297
	Iteration 35Q: 3 clusters Score -1264933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1264936.250000 Penalty: 4536.529297
	Iteration 36Q: 3 clusters Score -1264936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1264941.500000 Penalty: 4536.529297
	Iteration 37Q: 3 clusters Score -1264942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1264947.375000 Penalty: 4536.529297
	Iteration 38Q: 3 clusters Score -1264947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1264949.500000 Penalty: 4536.529297
	Iteration 39Q: 3 clusters Score -1264950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1264954.000000 Penalty: 4536.529297
	Iteration 40F: 3 clusters Score -1264954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1264958.000000 Penalty: 4536.529297
	Iteration 41Q: 3 clusters Score -1264958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1264963.625000 Penalty: 4536.529297
	Iteration 42Q: 3 clusters Score -1264964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1264964.250000 Penalty: 4536.529297
	Iteration 43Q: 3 clusters Score -1264964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1264965.000000 Penalty: 4536.529297
	Iteration 44Q: 3 clusters Score -1264965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1264966.375000 Penalty: 4536.529297
	Iteration 45Q: 3 clusters Score -1264966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1264968.625000 Penalty: 4536.529297
	Iteration 46Q: 3 clusters Score -1264969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1264970.875000 Penalty: 4536.529297
	Iteration 47Q: 3 clusters Score -1264971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1264970.125000 Penalty: 4536.529297
	Iteration 48Q: 3 clusters Score -1264970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1264970.125000 Penalty: 4536.529297
	Iteration 49F: 3 clusters Score -1264970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -2137780.750000 Penalty: 2409.451660
	Iteration 0F: 2 clusters Score -2137781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2125834.250000 Penalty: 4818.903320
	Iteration 0F: 3 clusters Score -2125834 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2129855.500000 Penalty: 4818.903320
	Iteration 1F: 3 clusters Score -2129856 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2130437.500000 Penalty: 4818.903320
	Iteration 2F: 3 clusters Score -2130438 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2131038.000000 Penalty: 4818.903320
	Iteration 3F: 3 clusters Score -2131038 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2131749.500000 Penalty: 4818.903320
	Iteration 4F: 3 clusters Score -2131750 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2132626.000000 Penalty: 4818.903320
	Iteration 5F: 3 clusters Score -2132626 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2133491.750000 Penalty: 4818.903320
	Iteration 6F: 3 clusters Score -2133492 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2134363.750000 Penalty: 4818.903320
	Iteration 7F: 3 clusters Score -2134364 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2135107.500000 Penalty: 4818.903320
	Iteration 8F: 3 clusters Score -2135108 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2135666.750000 Penalty: 4818.903320
	Iteration 9F: 3 clusters Score -2135667 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2136007.250000 Penalty: 4818.903320
	Iteration 10Q: 3 clusters Score -2136007 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2136260.750000 Penalty: 4818.903320
	Iteration 11Q: 3 clusters Score -2136261 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2136420.000000 Penalty: 4818.903320
	Iteration 12Q: 3 clusters Score -2136420 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2136549.500000 Penalty: 4818.903320
	Iteration 13Q: 3 clusters Score -2136550 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2136641.750000 Penalty: 4818.903320
	Iteration 14Q: 3 clusters Score -2136642 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2136725.750000 Penalty: 4818.903320
	Iteration 15Q: 3 clusters Score -2136726 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2136788.250000 Penalty: 4818.903320
	Iteration 16Q: 3 clusters Score -2136788 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2136855.000000 Penalty: 4818.903320
	Iteration 17Q: 3 clusters Score -2136855 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2136919.000000 Penalty: 4818.903320
	Iteration 18Q: 3 clusters Score -2136919 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2136965.000000 Penalty: 4818.903320
	Iteration 19Q: 3 clusters Score -2136965 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2137007.250000 Penalty: 4818.903320
	Iteration 20F: 3 clusters Score -2137007 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2137055.250000 Penalty: 4818.903320
	Iteration 21Q: 3 clusters Score -2137055 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2137089.750000 Penalty: 4818.903320
	Iteration 22Q: 3 clusters Score -2137090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2137147.250000 Penalty: 4818.903320
	Iteration 23Q: 3 clusters Score -2137147 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2137194.250000 Penalty: 4818.903320
	Iteration 24Q: 3 clusters Score -2137194 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2137252.750000 Penalty: 4818.903320
	Iteration 25Q: 3 clusters Score -2137253 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2137322.000000 Penalty: 4818.903320
	Iteration 26Q: 3 clusters Score -2137322 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2137406.000000 Penalty: 4818.903320
	Iteration 27Q: 3 clusters Score -2137406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2137496.500000 Penalty: 4818.903320
	Iteration 28Q: 3 clusters Score -2137496 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2137596.500000 Penalty: 4818.903320
	Iteration 29Q: 3 clusters Score -2137596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2137697.000000 Penalty: 4818.903320
	Iteration 30Q: 3 clusters Score -2137697 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2137786.000000 Penalty: 4818.903320
	Iteration 31Q: 3 clusters Score -2137786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2137837.500000 Penalty: 4818.903320
	Iteration 32Q: 3 clusters Score -2137838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2137891.000000 Penalty: 4818.903320
	Iteration 33Q: 3 clusters Score -2137891 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2137927.250000 Penalty: 4818.903320
	Iteration 34Q: 3 clusters Score -2137927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2137955.000000 Penalty: 4818.903320
	Iteration 35Q: 3 clusters Score -2137955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2137975.250000 Penalty: 4818.903320
	Iteration 36Q: 3 clusters Score -2137975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2137991.500000 Penalty: 4818.903320
	Iteration 37Q: 3 clusters Score -2137992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2138001.500000 Penalty: 4818.903320
	Iteration 38Q: 3 clusters Score -2138002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2138007.500000 Penalty: 4818.903320
	Iteration 39Q: 3 clusters Score -2138008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2138024.750000 Penalty: 4818.903320
	Iteration 40F: 3 clusters Score -2138025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2138042.000000 Penalty: 4818.903320
	Iteration 41Q: 3 clusters Score -2138042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2138049.250000 Penalty: 4818.903320
	Iteration 42Q: 3 clusters Score -2138049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2138060.500000 Penalty: 4818.903320
	Iteration 43Q: 3 clusters Score -2138060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2138069.000000 Penalty: 4818.903320
	Iteration 44Q: 3 clusters Score -2138069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2138073.750000 Penalty: 4818.903320
	Iteration 45Q: 3 clusters Score -2138074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2138081.250000 Penalty: 4818.903320
	Iteration 46Q: 3 clusters Score -2138081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2138085.750000 Penalty: 4818.903320
	Iteration 47Q: 3 clusters Score -2138086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2138093.250000 Penalty: 4818.903320
	Iteration 48Q: 3 clusters Score -2138093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2138097.750000 Penalty: 4818.903320
	Iteration 49Q: 3 clusters Score -2138098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2138104.250000 Penalty: 4818.903320
	Iteration 50Q: 3 clusters Score -2138104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2138100.500000 Penalty: 4818.903320
	Iteration 51Q: 3 clusters Score -2138100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2138102.750000 Penalty: 4818.903320
	Iteration 52Q: 3 clusters Score -2138103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2138107.750000 Penalty: 4818.903320
	Iteration 53Q: 3 clusters Score -2138108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2138110.750000 Penalty: 4818.903320
	Iteration 54Q: 3 clusters Score -2138111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2138108.500000 Penalty: 4818.903320
	Iteration 55Q: 3 clusters Score -2138108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2138109.750000 Penalty: 4818.903320
	Iteration 56Q: 3 clusters Score -2138110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2138115.250000 Penalty: 4818.903320
	Iteration 57Q: 3 clusters Score -2138115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2138116.000000 Penalty: 4818.903320
	Iteration 58Q: 3 clusters Score -2138116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2138113.000000 Penalty: 4818.903320
	Iteration 59Q: 3 clusters Score -2138113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2138115.750000 Penalty: 4818.903320
	Iteration 60F: 3 clusters Score -2138116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2138115.250000 Penalty: 4818.903320
	Iteration 61Q: 3 clusters Score -2138115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2138114.250000 Penalty: 4818.903320
	Iteration 62Q: 3 clusters Score -2138114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2138115.750000 Penalty: 4818.903320
	Iteration 63Q: 3 clusters Score -2138116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2138117.250000 Penalty: 4818.903320
	Iteration 64Q: 3 clusters Score -2138117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2138117.250000 Penalty: 4818.903320
	Iteration 65F: 3 clusters Score -2138117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 7553 members 
Mstep: Class 4 contains 19148 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 12684 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 45595 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7806 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99640 members 
Mstep: Class 19 contains 13229 members 
Mstep: Class 20 contains 9379 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12451 members 
Mstep: Class 24 contains 10843 members 
Entering Unmasked Estep 
Score: -42914864.000000 Penalty: 75739.578125
Splitting cluster 21 changes total score from -42915228.000000 to -42914864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -69832.359375 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -69832.36 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 296 members 
Entering Unmasked Estep 
Score: -68236.125000 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -68236.12 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68454.335938 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -68454.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68552.164062 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -68552.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68614.421875 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -68614.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68648.101562 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -68648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68671.164062 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -68671.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68682.250000 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -68682.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68690.585938 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -68690.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68695.382812 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -68695.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68704.414062 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -68704.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68713.890625 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -68713.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68719.140625 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -68719.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68722.898438 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -68722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68728.828125 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -68728.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68732.000000 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -68732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68736.906250 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -68736.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68736.906250 Penalty: 3156.062012
	Iteration 16F: 3 clusters Score -68736.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Entering Unmasked Estep 
Score: -1642018.625000 Penalty: 2338.529785
	Iteration 0F: 2 clusters Score -1642019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1632785.750000 Penalty: 4677.059570
	Iteration 0F: 3 clusters Score -1632786 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1635677.500000 Penalty: 4677.059570
	Iteration 1F: 3 clusters Score -1635678 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1636078.375000 Penalty: 4677.059570
	Iteration 2F: 3 clusters Score -1636078 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1636398.125000 Penalty: 4677.059570
	Iteration 3F: 3 clusters Score -1636398 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1636755.000000 Penalty: 4677.059570
	Iteration 4F: 3 clusters Score -1636755 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1637168.500000 Penalty: 4677.059570
	Iteration 5F: 3 clusters Score -1637168 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1637563.750000 Penalty: 4677.059570
	Iteration 6F: 3 clusters Score -1637564 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1637951.875000 Penalty: 4677.059570
	Iteration 7F: 3 clusters Score -1637952 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1638273.875000 Penalty: 4677.059570
	Iteration 8Q: 3 clusters Score -1638274 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1638520.500000 Penalty: 4677.059570
	Iteration 9Q: 3 clusters Score -1638520 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1638740.125000 Penalty: 4677.059570
	Iteration 10Q: 3 clusters Score -1638740 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1638925.375000 Penalty: 4677.059570
	Iteration 11Q: 3 clusters Score -1638925 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1639061.500000 Penalty: 4677.059570
	Iteration 12Q: 3 clusters Score -1639062 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1639166.000000 Penalty: 4677.059570
	Iteration 13Q: 3 clusters Score -1639166 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1639256.000000 Penalty: 4677.059570
	Iteration 14Q: 3 clusters Score -1639256 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1639352.500000 Penalty: 4677.059570
	Iteration 15Q: 3 clusters Score -1639352 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1639440.375000 Penalty: 4677.059570
	Iteration 16Q: 3 clusters Score -1639440 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1639518.375000 Penalty: 4677.059570
	Iteration 17Q: 3 clusters Score -1639518 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1639592.125000 Penalty: 4677.059570
	Iteration 18Q: 3 clusters Score -1639592 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1639660.875000 Penalty: 4677.059570
	Iteration 19Q: 3 clusters Score -1639661 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1639720.250000 Penalty: 4677.059570
	Iteration 20F: 3 clusters Score -1639720 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1639780.125000 Penalty: 4677.059570
	Iteration 21Q: 3 clusters Score -1639780 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1639829.125000 Penalty: 4677.059570
	Iteration 22Q: 3 clusters Score -1639829 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1639881.125000 Penalty: 4677.059570
	Iteration 23Q: 3 clusters Score -1639881 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1639923.750000 Penalty: 4677.059570
	Iteration 24Q: 3 clusters Score -1639924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1639960.750000 Penalty: 4677.059570
	Iteration 25Q: 3 clusters Score -1639961 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1639999.625000 Penalty: 4677.059570
	Iteration 26Q: 3 clusters Score -1640000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1640031.750000 Penalty: 4677.059570
	Iteration 27Q: 3 clusters Score -1640032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1640046.125000 Penalty: 4677.059570
	Iteration 28Q: 3 clusters Score -1640046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1640067.500000 Penalty: 4677.059570
	Iteration 29Q: 3 clusters Score -1640068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1640081.125000 Penalty: 4677.059570
	Iteration 30Q: 3 clusters Score -1640081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1640098.875000 Penalty: 4677.059570
	Iteration 31Q: 3 clusters Score -1640099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1640113.875000 Penalty: 4677.059570
	Iteration 32Q: 3 clusters Score -1640114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1640116.500000 Penalty: 4677.059570
	Iteration 33Q: 3 clusters Score -1640116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1640124.875000 Penalty: 4677.059570
	Iteration 34Q: 3 clusters Score -1640125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1640134.375000 Penalty: 4677.059570
	Iteration 35Q: 3 clusters Score -1640134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1640137.250000 Penalty: 4677.059570
	Iteration 36Q: 3 clusters Score -1640137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1640142.750000 Penalty: 4677.059570
	Iteration 37Q: 3 clusters Score -1640143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1640145.250000 Penalty: 4677.059570
	Iteration 38Q: 3 clusters Score -1640145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1640149.125000 Penalty: 4677.059570
	Iteration 39Q: 3 clusters Score -1640149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1640155.875000 Penalty: 4677.059570
	Iteration 40F: 3 clusters Score -1640156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1640161.250000 Penalty: 4677.059570
	Iteration 41Q: 3 clusters Score -1640161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1640160.750000 Penalty: 4677.059570
	Iteration 42Q: 3 clusters Score -1640161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1640163.625000 Penalty: 4677.059570
	Iteration 43Q: 3 clusters Score -1640164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1640168.250000 Penalty: 4677.059570
	Iteration 44Q: 3 clusters Score -1640168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1640171.375000 Penalty: 4677.059570
	Iteration 45Q: 3 clusters Score -1640171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1640171.125000 Penalty: 4677.059570
	Iteration 46Q: 3 clusters Score -1640171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1640169.750000 Penalty: 4677.059570
	Iteration 47Q: 3 clusters Score -1640170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1640171.250000 Penalty: 4677.059570
	Iteration 48Q: 3 clusters Score -1640171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1640169.750000 Penalty: 4677.059570
	Iteration 49Q: 3 clusters Score -1640170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1640169.125000 Penalty: 4677.059570
	Iteration 50Q: 3 clusters Score -1640169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1640169.375000 Penalty: 4677.059570
	Iteration 51Q: 3 clusters Score -1640169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1640169.375000 Penalty: 4677.059570
	Iteration 52F: 3 clusters Score -1640169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 7553 members 
Mstep: Class 4 contains 19148 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 12684 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 45595 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7806 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99640 members 
Mstep: Class 19 contains 13229 members 
Mstep: Class 20 contains 9379 members 
Mstep: Class 21 contains 16573 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915264.000000 Penalty: 72583.757812
Iteration 199Q: 24 clusters Score -4.291526e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 5526 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 19146 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 12680 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 45538 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8922 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7809 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99634 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 9386 members 
Mstep: Class 21 contains 16570 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915368.000000 Penalty: 72583.757812
Iteration 200F: 24 clusters Score -4.291537e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 19146 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 12671 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 45494 members 
Mstep: Class 10 contains 41614 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8921 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7812 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99628 members 
Mstep: Class 19 contains 13332 members 
Mstep: Class 20 contains 9391 members 
Mstep: Class 21 contains 16569 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915328.000000 Penalty: 72583.757812
Iteration 201Q: 24 clusters Score -4.291533e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 19150 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45460 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8921 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7816 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99628 members 
Mstep: Class 19 contains 13365 members 
Mstep: Class 20 contains 9393 members 
Mstep: Class 21 contains 16565 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915312.000000 Penalty: 72583.757812
Iteration 202Q: 24 clusters Score -4.291531e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 7561 members 
Mstep: Class 4 contains 19151 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 12658 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 45424 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8920 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7826 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99630 members 
Mstep: Class 19 contains 13394 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 16563 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915332.000000 Penalty: 72583.757812
Iteration 203Q: 24 clusters Score -4.291533e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 19154 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45404 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7832 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99637 members 
Mstep: Class 19 contains 13415 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915372.000000 Penalty: 72583.757812
Iteration 204Q: 24 clusters Score -4.291537e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5534 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 19154 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 12641 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 45383 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7836 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99644 members 
Mstep: Class 19 contains 13434 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 16558 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915392.000000 Penalty: 72583.757812
Iteration 205Q: 24 clusters Score -4.291539e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 19153 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 12638 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 45361 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8921 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7842 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99641 members 
Mstep: Class 19 contains 13452 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 16556 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915372.000000 Penalty: 72583.757812
Iteration 206Q: 24 clusters Score -4.291537e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 5536 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 19151 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 45345 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8921 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7843 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99641 members 
Mstep: Class 19 contains 13469 members 
Mstep: Class 20 contains 9399 members 
Mstep: Class 21 contains 16555 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915368.000000 Penalty: 72583.757812
Iteration 207Q: 24 clusters Score -4.291537e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 5538 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 19154 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 8 contains 7208 members 
Mstep: Class 9 contains 45327 members 
Mstep: Class 10 contains 41620 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8920 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99640 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 9401 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915304.000000 Penalty: 72583.757812
Iteration 208Q: 24 clusters Score -4.29153e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 5539 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 19155 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 12626 members 
Mstep: Class 8 contains 7208 members 
Mstep: Class 9 contains 45316 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8917 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99636 members 
Mstep: Class 19 contains 13502 members 
Mstep: Class 20 contains 9403 members 
Mstep: Class 21 contains 16551 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915328.000000 Penalty: 72583.757812
Iteration 209Q: 24 clusters Score -4.291533e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 5540 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 19153 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 12624 members 
Mstep: Class 8 contains 7207 members 
Mstep: Class 9 contains 45300 members 
Mstep: Class 10 contains 41626 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8916 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7846 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99636 members 
Mstep: Class 19 contains 13520 members 
Mstep: Class 20 contains 9405 members 
Mstep: Class 21 contains 16551 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915296.000000 Penalty: 72583.757812
Iteration 210Q: 24 clusters Score -4.29153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 5541 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 19153 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 12617 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 45288 members 
Mstep: Class 10 contains 41626 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7848 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99637 members 
Mstep: Class 19 contains 13532 members 
Mstep: Class 20 contains 9407 members 
Mstep: Class 21 contains 16551 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915244.000000 Penalty: 72583.757812
Iteration 211Q: 24 clusters Score -4.291524e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 19155 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 12611 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 45282 members 
Mstep: Class 10 contains 41628 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8917 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99633 members 
Mstep: Class 19 contains 13543 members 
Mstep: Class 20 contains 9409 members 
Mstep: Class 21 contains 16548 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915204.000000 Penalty: 72583.757812
Iteration 212Q: 24 clusters Score -4.29152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 19155 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 12607 members 
Mstep: Class 8 contains 7207 members 
Mstep: Class 9 contains 45276 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8915 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99633 members 
Mstep: Class 19 contains 13551 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 16548 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915240.000000 Penalty: 72583.757812
Iteration 213Q: 24 clusters Score -4.291524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 19155 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 12608 members 
Mstep: Class 8 contains 7208 members 
Mstep: Class 9 contains 45268 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99636 members 
Mstep: Class 19 contains 13558 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 16548 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915256.000000 Penalty: 72583.757812
Iteration 214Q: 24 clusters Score -4.291526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 19153 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12612 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 45261 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99637 members 
Mstep: Class 19 contains 13565 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 16548 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915248.000000 Penalty: 72583.757812
Iteration 215Q: 24 clusters Score -4.291525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 19151 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12612 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 45256 members 
Mstep: Class 10 contains 41626 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7846 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99641 members 
Mstep: Class 19 contains 13572 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 16547 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915252.000000 Penalty: 72583.757812
Iteration 216Q: 24 clusters Score -4.291525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 19150 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12610 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 45247 members 
Mstep: Class 10 contains 41626 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99643 members 
Mstep: Class 19 contains 13582 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 16547 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915240.000000 Penalty: 72583.757812
Iteration 217Q: 24 clusters Score -4.291524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 19150 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12611 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 45238 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7843 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99645 members 
Mstep: Class 19 contains 13591 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915252.000000 Penalty: 72583.757812
Iteration 218Q: 24 clusters Score -4.291525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19151 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12607 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 45235 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7842 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99646 members 
Mstep: Class 19 contains 13599 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915272.000000 Penalty: 72583.757812
Iteration 219Q: 24 clusters Score -4.291527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19153 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12603 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 45230 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8913 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7842 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99646 members 
Mstep: Class 19 contains 13606 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915244.000000 Penalty: 72583.757812
Iteration 220F: 24 clusters Score -4.291524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19156 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12602 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 45222 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7842 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99646 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915248.000000 Penalty: 72583.757812
Iteration 221Q: 24 clusters Score -4.291525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19156 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12597 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45216 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8913 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99647 members 
Mstep: Class 19 contains 13619 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16548 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915288.000000 Penalty: 72583.757812
Iteration 222Q: 24 clusters Score -4.291529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19156 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12597 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45207 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99646 members 
Mstep: Class 19 contains 13629 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16548 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915224.000000 Penalty: 72583.757812
Iteration 223Q: 24 clusters Score -4.291522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19159 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12594 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45202 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99646 members 
Mstep: Class 19 contains 13636 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915268.000000 Penalty: 72583.757812
Iteration 224Q: 24 clusters Score -4.291527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19159 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12592 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45196 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8913 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99646 members 
Mstep: Class 19 contains 13645 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915268.000000 Penalty: 72583.757812
Iteration 225Q: 24 clusters Score -4.291527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19160 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12590 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45189 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99644 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915248.000000 Penalty: 72583.757812
Iteration 226Q: 24 clusters Score -4.291525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19160 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45180 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8909 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99648 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915220.000000 Penalty: 72583.757812
Iteration 227Q: 24 clusters Score -4.291522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19161 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12588 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45175 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8905 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99650 members 
Mstep: Class 19 contains 13670 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915196.000000 Penalty: 72583.757812
Iteration 228Q: 24 clusters Score -4.29152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19161 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12588 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45171 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8905 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7848 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99648 members 
Mstep: Class 19 contains 13677 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915232.000000 Penalty: 72583.757812
Iteration 229Q: 24 clusters Score -4.291523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19160 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12590 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45170 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8906 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99645 members 
Mstep: Class 19 contains 13681 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915196.000000 Penalty: 72583.757812
Iteration 230Q: 24 clusters Score -4.29152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19160 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12590 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45167 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8906 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7848 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99642 members 
Mstep: Class 19 contains 13685 members 
Mstep: Class 20 contains 9413 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915184.000000 Penalty: 72583.757812
Iteration 231Q: 24 clusters Score -4.291518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19159 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45162 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8904 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99642 members 
Mstep: Class 19 contains 13691 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915184.000000 Penalty: 72583.757812
Iteration 232Q: 24 clusters Score -4.291518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19159 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45159 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8903 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99642 members 
Mstep: Class 19 contains 13692 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915168.000000 Penalty: 72583.757812
Iteration 233Q: 24 clusters Score -4.291517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19160 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12586 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45155 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8903 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7851 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99643 members 
Mstep: Class 19 contains 13697 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915184.000000 Penalty: 72583.757812
Iteration 234Q: 24 clusters Score -4.291518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19162 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12583 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45153 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8902 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7853 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99643 members 
Mstep: Class 19 contains 13697 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915172.000000 Penalty: 72583.757812
Iteration 235Q: 24 clusters Score -4.291517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19162 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12582 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45153 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7854 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99645 members 
Mstep: Class 19 contains 13697 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915184.000000 Penalty: 72583.757812
Iteration 236Q: 24 clusters Score -4.291518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19162 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12583 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45152 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7854 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99645 members 
Mstep: Class 19 contains 13697 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915180.000000 Penalty: 72583.757812
Iteration 237Q: 24 clusters Score -4.291518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19162 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 12583 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 45152 members 
Mstep: Class 10 contains 41624 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7854 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 99645 members 
Mstep: Class 19 contains 13697 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42915180.000000 Penalty: 72583.757812
Iteration 238F: 24 clusters Score -4.291518e+07 nChanged 0
Entering ConstructFrom: 
Score: -42915180.000000 Penalty: 72583.757812
Entering ConstructFrom: 
Trying to split cluster 1 (13392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Entering Unmasked Estep 
Score: -1734087.375000 Penalty: 2356.598389
	Iteration 0F: 2 clusters Score -1734087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1724149.250000 Penalty: 4713.196777
	Iteration 0F: 3 clusters Score -1724149 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1727264.250000 Penalty: 4713.196777
	Iteration 1F: 3 clusters Score -1727264 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1727560.250000 Penalty: 4713.196777
	Iteration 2F: 3 clusters Score -1727560 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1727766.625000 Penalty: 4713.196777
	Iteration 3Q: 3 clusters Score -1727767 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1727902.375000 Penalty: 4713.196777
	Iteration 4Q: 3 clusters Score -1727902 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1728004.875000 Penalty: 4713.196777
	Iteration 5Q: 3 clusters Score -1728005 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1728082.625000 Penalty: 4713.196777
	Iteration 6Q: 3 clusters Score -1728083 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1728148.750000 Penalty: 4713.196777
	Iteration 7Q: 3 clusters Score -1728149 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1728198.250000 Penalty: 4713.196777
	Iteration 8Q: 3 clusters Score -1728198 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1728254.125000 Penalty: 4713.196777
	Iteration 9Q: 3 clusters Score -1728254 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1728314.625000 Penalty: 4713.196777
	Iteration 10Q: 3 clusters Score -1728315 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1728377.250000 Penalty: 4713.196777
	Iteration 11Q: 3 clusters Score -1728377 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1728454.375000 Penalty: 4713.196777
	Iteration 12Q: 3 clusters Score -1728454 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1728533.750000 Penalty: 4713.196777
	Iteration 13Q: 3 clusters Score -1728534 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1728611.125000 Penalty: 4713.196777
	Iteration 14Q: 3 clusters Score -1728611 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1728693.375000 Penalty: 4713.196777
	Iteration 15Q: 3 clusters Score -1728693 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1728785.625000 Penalty: 4713.196777
	Iteration 16Q: 3 clusters Score -1728786 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1728887.625000 Penalty: 4713.196777
	Iteration 17Q: 3 clusters Score -1728888 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1728977.500000 Penalty: 4713.196777
	Iteration 18Q: 3 clusters Score -1728978 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1729063.750000 Penalty: 4713.196777
	Iteration 19Q: 3 clusters Score -1729064 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1729155.750000 Penalty: 4713.196777
	Iteration 20F: 3 clusters Score -1729156 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1729247.500000 Penalty: 4713.196777
	Iteration 21Q: 3 clusters Score -1729248 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1729336.750000 Penalty: 4713.196777
	Iteration 22Q: 3 clusters Score -1729337 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1729424.375000 Penalty: 4713.196777
	Iteration 23Q: 3 clusters Score -1729424 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1729524.250000 Penalty: 4713.196777
	Iteration 24Q: 3 clusters Score -1729524 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1729616.375000 Penalty: 4713.196777
	Iteration 25Q: 3 clusters Score -1729616 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1729698.500000 Penalty: 4713.196777
	Iteration 26Q: 3 clusters Score -1729698 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1729774.750000 Penalty: 4713.196777
	Iteration 27Q: 3 clusters Score -1729775 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1729851.625000 Penalty: 4713.196777
	Iteration 28Q: 3 clusters Score -1729852 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1729952.500000 Penalty: 4713.196777
	Iteration 29Q: 3 clusters Score -1729952 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1730061.250000 Penalty: 4713.196777
	Iteration 30Q: 3 clusters Score -1730061 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1730160.000000 Penalty: 4713.196777
	Iteration 31Q: 3 clusters Score -1730160 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1730251.500000 Penalty: 4713.196777
	Iteration 32Q: 3 clusters Score -1730252 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1730336.125000 Penalty: 4713.196777
	Iteration 33Q: 3 clusters Score -1730336 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1730412.750000 Penalty: 4713.196777
	Iteration 34Q: 3 clusters Score -1730413 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1730489.750000 Penalty: 4713.196777
	Iteration 35Q: 3 clusters Score -1730490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1730571.125000 Penalty: 4713.196777
	Iteration 36Q: 3 clusters Score -1730571 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1730649.875000 Penalty: 4713.196777
	Iteration 37Q: 3 clusters Score -1730650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1730737.500000 Penalty: 4713.196777
	Iteration 38Q: 3 clusters Score -1730738 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1730799.625000 Penalty: 4713.196777
	Iteration 39Q: 3 clusters Score -1730800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1730859.125000 Penalty: 4713.196777
	Iteration 40F: 3 clusters Score -1730859 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1730917.750000 Penalty: 4713.196777
	Iteration 41Q: 3 clusters Score -1730918 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1730996.625000 Penalty: 4713.196777
	Iteration 42Q: 3 clusters Score -1730997 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1731091.875000 Penalty: 4713.196777
	Iteration 43Q: 3 clusters Score -1731092 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1731182.500000 Penalty: 4713.196777
	Iteration 44Q: 3 clusters Score -1731182 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1731257.000000 Penalty: 4713.196777
	Iteration 45Q: 3 clusters Score -1731257 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1731329.375000 Penalty: 4713.196777
	Iteration 46Q: 3 clusters Score -1731329 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1731406.250000 Penalty: 4713.196777
	Iteration 47Q: 3 clusters Score -1731406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1731479.625000 Penalty: 4713.196777
	Iteration 48Q: 3 clusters Score -1731480 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1731558.375000 Penalty: 4713.196777
	Iteration 49Q: 3 clusters Score -1731558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1731626.500000 Penalty: 4713.196777
	Iteration 50Q: 3 clusters Score -1731626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1731685.125000 Penalty: 4713.196777
	Iteration 51Q: 3 clusters Score -1731685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1731750.500000 Penalty: 4713.196777
	Iteration 52Q: 3 clusters Score -1731750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1731813.375000 Penalty: 4713.196777
	Iteration 53Q: 3 clusters Score -1731813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1731869.500000 Penalty: 4713.196777
	Iteration 54Q: 3 clusters Score -1731870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1731926.375000 Penalty: 4713.196777
	Iteration 55Q: 3 clusters Score -1731926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1731971.250000 Penalty: 4713.196777
	Iteration 56Q: 3 clusters Score -1731971 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1732021.875000 Penalty: 4713.196777
	Iteration 57Q: 3 clusters Score -1732022 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1732061.750000 Penalty: 4713.196777
	Iteration 58Q: 3 clusters Score -1732062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1732096.875000 Penalty: 4713.196777
	Iteration 59Q: 3 clusters Score -1732097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1732129.250000 Penalty: 4713.196777
	Iteration 60F: 3 clusters Score -1732129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1732155.625000 Penalty: 4713.196777
	Iteration 61Q: 3 clusters Score -1732156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1732172.750000 Penalty: 4713.196777
	Iteration 62Q: 3 clusters Score -1732173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1732186.500000 Penalty: 4713.196777
	Iteration 63Q: 3 clusters Score -1732186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1732195.500000 Penalty: 4713.196777
	Iteration 64Q: 3 clusters Score -1732196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1732202.375000 Penalty: 4713.196777
	Iteration 65Q: 3 clusters Score -1732202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1732211.625000 Penalty: 4713.196777
	Iteration 66Q: 3 clusters Score -1732212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1732214.500000 Penalty: 4713.196777
	Iteration 67Q: 3 clusters Score -1732214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1732216.250000 Penalty: 4713.196777
	Iteration 68Q: 3 clusters Score -1732216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1732217.875000 Penalty: 4713.196777
	Iteration 69Q: 3 clusters Score -1732218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1732217.500000 Penalty: 4713.196777
	Iteration 70Q: 3 clusters Score -1732218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1732217.500000 Penalty: 4713.196777
	Iteration 71F: 3 clusters Score -1732218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Entering Unmasked Estep 
Score: -717575.437500 Penalty: 2138.055908
	Iteration 0F: 2 clusters Score -717575.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -712680.812500 Penalty: 4276.111816
	Iteration 0F: 3 clusters Score -712680.8 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -713901.500000 Penalty: 4276.111816
	Iteration 1F: 3 clusters Score -713901.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -714113.437500 Penalty: 4276.111816
	Iteration 2F: 3 clusters Score -714113.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -714238.437500 Penalty: 4276.111816
	Iteration 3Q: 3 clusters Score -714238.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -714322.625000 Penalty: 4276.111816
	Iteration 4Q: 3 clusters Score -714322.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -714382.187500 Penalty: 4276.111816
	Iteration 5Q: 3 clusters Score -714382.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -714427.312500 Penalty: 4276.111816
	Iteration 6Q: 3 clusters Score -714427.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -714466.187500 Penalty: 4276.111816
	Iteration 7Q: 3 clusters Score -714466.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -714491.125000 Penalty: 4276.111816
	Iteration 8Q: 3 clusters Score -714491.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -714518.625000 Penalty: 4276.111816
	Iteration 9Q: 3 clusters Score -714518.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -714541.437500 Penalty: 4276.111816
	Iteration 10Q: 3 clusters Score -714541.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -714565.937500 Penalty: 4276.111816
	Iteration 11Q: 3 clusters Score -714565.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -714590.687500 Penalty: 4276.111816
	Iteration 12Q: 3 clusters Score -714590.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -714622.812500 Penalty: 4276.111816
	Iteration 13Q: 3 clusters Score -714622.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -714650.125000 Penalty: 4276.111816
	Iteration 14Q: 3 clusters Score -714650.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -714686.125000 Penalty: 4276.111816
	Iteration 15Q: 3 clusters Score -714686.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -714725.375000 Penalty: 4276.111816
	Iteration 16Q: 3 clusters Score -714725.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -714765.000000 Penalty: 4276.111816
	Iteration 17Q: 3 clusters Score -714765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -714817.750000 Penalty: 4276.111816
	Iteration 18Q: 3 clusters Score -714817.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -714878.312500 Penalty: 4276.111816
	Iteration 19Q: 3 clusters Score -714878.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -714947.875000 Penalty: 4276.111816
	Iteration 20F: 3 clusters Score -714947.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -715017.812500 Penalty: 4276.111816
	Iteration 21Q: 3 clusters Score -715017.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -715101.062500 Penalty: 4276.111816
	Iteration 22Q: 3 clusters Score -715101.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -715191.687500 Penalty: 4276.111816
	Iteration 23Q: 3 clusters Score -715191.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -715257.500000 Penalty: 4276.111816
	Iteration 24Q: 3 clusters Score -715257.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -715305.312500 Penalty: 4276.111816
	Iteration 25Q: 3 clusters Score -715305.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -715352.062500 Penalty: 4276.111816
	Iteration 26Q: 3 clusters Score -715352.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -715396.687500 Penalty: 4276.111816
	Iteration 27Q: 3 clusters Score -715396.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -715435.812500 Penalty: 4276.111816
	Iteration 28Q: 3 clusters Score -715435.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -715461.562500 Penalty: 4276.111816
	Iteration 29Q: 3 clusters Score -715461.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -715493.937500 Penalty: 4276.111816
	Iteration 30Q: 3 clusters Score -715493.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -715524.437500 Penalty: 4276.111816
	Iteration 31Q: 3 clusters Score -715524.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -715565.062500 Penalty: 4276.111816
	Iteration 32Q: 3 clusters Score -715565.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -715593.125000 Penalty: 4276.111816
	Iteration 33Q: 3 clusters Score -715593.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -715626.437500 Penalty: 4276.111816
	Iteration 34Q: 3 clusters Score -715626.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -715644.937500 Penalty: 4276.111816
	Iteration 35Q: 3 clusters Score -715644.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -715665.500000 Penalty: 4276.111816
	Iteration 36Q: 3 clusters Score -715665.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -715681.312500 Penalty: 4276.111816
	Iteration 37Q: 3 clusters Score -715681.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -715689.687500 Penalty: 4276.111816
	Iteration 38Q: 3 clusters Score -715689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -715694.875000 Penalty: 4276.111816
	Iteration 39Q: 3 clusters Score -715694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -715697.937500 Penalty: 4276.111816
	Iteration 40F: 3 clusters Score -715697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -715699.562500 Penalty: 4276.111816
	Iteration 41Q: 3 clusters Score -715699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -715701.750000 Penalty: 4276.111816
	Iteration 42Q: 3 clusters Score -715701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -715704.312500 Penalty: 4276.111816
	Iteration 43Q: 3 clusters Score -715704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -715706.937500 Penalty: 4276.111816
	Iteration 44Q: 3 clusters Score -715706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -715707.125000 Penalty: 4276.111816
	Iteration 45Q: 3 clusters Score -715707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -715709.125000 Penalty: 4276.111816
	Iteration 46Q: 3 clusters Score -715709.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -715709.125000 Penalty: 4276.111816
	Iteration 47F: 3 clusters Score -715709.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Entering Unmasked Estep 
Score: -987516.125000 Penalty: 2214.598389
	Iteration 0F: 2 clusters Score -987516.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -981342.562500 Penalty: 4429.196777
	Iteration 0F: 3 clusters Score -981342.6 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -982998.500000 Penalty: 4429.196777
	Iteration 1F: 3 clusters Score -982998.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -983241.000000 Penalty: 4429.196777
	Iteration 2F: 3 clusters Score -983241 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -983393.437500 Penalty: 4429.196777
	Iteration 3Q: 3 clusters Score -983393.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -983516.812500 Penalty: 4429.196777
	Iteration 4Q: 3 clusters Score -983516.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -983635.062500 Penalty: 4429.196777
	Iteration 5Q: 3 clusters Score -983635.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -983753.562500 Penalty: 4429.196777
	Iteration 6Q: 3 clusters Score -983753.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -983893.687500 Penalty: 4429.196777
	Iteration 7Q: 3 clusters Score -983893.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -984052.062500 Penalty: 4429.196777
	Iteration 8Q: 3 clusters Score -984052.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -984220.812500 Penalty: 4429.196777
	Iteration 9Q: 3 clusters Score -984220.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -984413.937500 Penalty: 4429.196777
	Iteration 10Q: 3 clusters Score -984413.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -984620.937500 Penalty: 4429.196777
	Iteration 11Q: 3 clusters Score -984620.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -984817.687500 Penalty: 4429.196777
	Iteration 12Q: 3 clusters Score -984817.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -984989.125000 Penalty: 4429.196777
	Iteration 13Q: 3 clusters Score -984989.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -985121.687500 Penalty: 4429.196777
	Iteration 14Q: 3 clusters Score -985121.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -985216.250000 Penalty: 4429.196777
	Iteration 15Q: 3 clusters Score -985216.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -985292.625000 Penalty: 4429.196777
	Iteration 16Q: 3 clusters Score -985292.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -985341.562500 Penalty: 4429.196777
	Iteration 17Q: 3 clusters Score -985341.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -985374.250000 Penalty: 4429.196777
	Iteration 18Q: 3 clusters Score -985374.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -985399.625000 Penalty: 4429.196777
	Iteration 19Q: 3 clusters Score -985399.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -985431.562500 Penalty: 4429.196777
	Iteration 20F: 3 clusters Score -985431.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -985455.312500 Penalty: 4429.196777
	Iteration 21Q: 3 clusters Score -985455.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -985478.250000 Penalty: 4429.196777
	Iteration 22Q: 3 clusters Score -985478.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -985498.750000 Penalty: 4429.196777
	Iteration 23Q: 3 clusters Score -985498.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -985520.500000 Penalty: 4429.196777
	Iteration 24Q: 3 clusters Score -985520.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -985535.562500 Penalty: 4429.196777
	Iteration 25Q: 3 clusters Score -985535.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -985558.250000 Penalty: 4429.196777
	Iteration 26Q: 3 clusters Score -985558.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -985572.375000 Penalty: 4429.196777
	Iteration 27Q: 3 clusters Score -985572.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -985584.000000 Penalty: 4429.196777
	Iteration 28Q: 3 clusters Score -985584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -985590.000000 Penalty: 4429.196777
	Iteration 29Q: 3 clusters Score -985590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -985592.687500 Penalty: 4429.196777
	Iteration 30Q: 3 clusters Score -985592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -985595.125000 Penalty: 4429.196777
	Iteration 31Q: 3 clusters Score -985595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -985596.625000 Penalty: 4429.196777
	Iteration 32Q: 3 clusters Score -985596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -985597.812500 Penalty: 4429.196777
	Iteration 33Q: 3 clusters Score -985597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -985597.812500 Penalty: 4429.196777
	Iteration 34F: 3 clusters Score -985597.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Entering Unmasked Estep 
Score: -2507860.750000 Penalty: 2445.449707
	Iteration 0F: 2 clusters Score -2507861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2494373.500000 Penalty: 4890.899414
	Iteration 0F: 3 clusters Score -2494374 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2498837.750000 Penalty: 4890.899414
	Iteration 1F: 3 clusters Score -2498838 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2499304.000000 Penalty: 4890.899414
	Iteration 2F: 3 clusters Score -2499304 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2499723.000000 Penalty: 4890.899414
	Iteration 3F: 3 clusters Score -2499723 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2500143.000000 Penalty: 4890.899414
	Iteration 4Q: 3 clusters Score -2500143 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2500614.000000 Penalty: 4890.899414
	Iteration 5Q: 3 clusters Score -2500614 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2501202.750000 Penalty: 4890.899414
	Iteration 6F: 3 clusters Score -2501203 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2501866.000000 Penalty: 4890.899414
	Iteration 7F: 3 clusters Score -2501866 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2502617.000000 Penalty: 4890.899414
	Iteration 8F: 3 clusters Score -2502617 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2503343.750000 Penalty: 4890.899414
	Iteration 9F: 3 clusters Score -2503344 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2503988.000000 Penalty: 4890.899414
	Iteration 10Q: 3 clusters Score -2503988 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2504515.750000 Penalty: 4890.899414
	Iteration 11Q: 3 clusters Score -2504516 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2504948.750000 Penalty: 4890.899414
	Iteration 12Q: 3 clusters Score -2504949 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2505227.750000 Penalty: 4890.899414
	Iteration 13Q: 3 clusters Score -2505228 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2505392.750000 Penalty: 4890.899414
	Iteration 14Q: 3 clusters Score -2505393 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2505491.250000 Penalty: 4890.899414
	Iteration 15Q: 3 clusters Score -2505491 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2505565.250000 Penalty: 4890.899414
	Iteration 16Q: 3 clusters Score -2505565 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2505619.500000 Penalty: 4890.899414
	Iteration 17Q: 3 clusters Score -2505620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2505654.000000 Penalty: 4890.899414
	Iteration 18Q: 3 clusters Score -2505654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2505670.000000 Penalty: 4890.899414
	Iteration 19Q: 3 clusters Score -2505670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2505679.500000 Penalty: 4890.899414
	Iteration 20F: 3 clusters Score -2505680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2505692.250000 Penalty: 4890.899414
	Iteration 21Q: 3 clusters Score -2505692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2505697.750000 Penalty: 4890.899414
	Iteration 22Q: 3 clusters Score -2505698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2505710.000000 Penalty: 4890.899414
	Iteration 23Q: 3 clusters Score -2505710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2505706.000000 Penalty: 4890.899414
	Iteration 24Q: 3 clusters Score -2505706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2505712.750000 Penalty: 4890.899414
	Iteration 25Q: 3 clusters Score -2505713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2505717.250000 Penalty: 4890.899414
	Iteration 26Q: 3 clusters Score -2505717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2505717.250000 Penalty: 4890.899414
	Iteration 27Q: 3 clusters Score -2505717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2505720.500000 Penalty: 4890.899414
	Iteration 28Q: 3 clusters Score -2505720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2505723.000000 Penalty: 4890.899414
	Iteration 29Q: 3 clusters Score -2505723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2505728.000000 Penalty: 4890.899414
	Iteration 30Q: 3 clusters Score -2505728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2505728.750000 Penalty: 4890.899414
	Iteration 31Q: 3 clusters Score -2505729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2505736.500000 Penalty: 4890.899414
	Iteration 32Q: 3 clusters Score -2505736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2505742.500000 Penalty: 4890.899414
	Iteration 33Q: 3 clusters Score -2505742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2505742.500000 Penalty: 4890.899414
	Iteration 34Q: 3 clusters Score -2505742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2505743.750000 Penalty: 4890.899414
	Iteration 35Q: 3 clusters Score -2505744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2505744.500000 Penalty: 4890.899414
	Iteration 36Q: 3 clusters Score -2505744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2505744.500000 Penalty: 4890.899414
	Iteration 37F: 3 clusters Score -2505744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -78137.148438 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -78137.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76485.468750 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -76485.47 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76701.242188 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -76701.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76776.515625 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -76776.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76799.085938 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -76799.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76820.109375 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -76820.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76828.109375 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76828.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76837.140625 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76837.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76839.929688 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -76839.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76840.882812 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -76840.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76847.132812 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -76847.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76851.085938 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -76851.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76853.179688 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -76853.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76853.179688 Penalty: 3194.709473
	Iteration 12F: 3 clusters Score -76853.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -268896.062500 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -268896.1 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 1024 members 
Entering Unmasked Estep 
Score: -266247.562500 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -266247.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -266686.031250 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -266686 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -266804.593750 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -266804.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -266872.062500 Penalty: 3776.943359
	Iteration 3Q: 3 clusters Score -266872.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -266913.937500 Penalty: 3776.943359
	Iteration 4Q: 3 clusters Score -266913.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -266942.500000 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -266942.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -266958.812500 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -266958.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -266969.937500 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -266969.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -266979.812500 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -266979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -266986.375000 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -266986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -266990.593750 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -266990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -266992.406250 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -266992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -266995.000000 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -266995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -266996.000000 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -266996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -266998.687500 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -266998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -267000.062500 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -267000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -267002.312500 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -267002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -267004.156250 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -267004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267005.406250 Penalty: 3776.943359
	Iteration 18Q: 3 clusters Score -267005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267006.906250 Penalty: 3776.943359
	Iteration 19Q: 3 clusters Score -267006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267006.906250 Penalty: 3776.943359
	Iteration 20F: 3 clusters Score -267006.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Entering Unmasked Estep 
Score: -1591274.500000 Penalty: 2341.145264
	Iteration 0F: 2 clusters Score -1591274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1581941.000000 Penalty: 4682.290527
	Iteration 0F: 3 clusters Score -1581941 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1584773.000000 Penalty: 4682.290527
	Iteration 1F: 3 clusters Score -1584773 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1585088.125000 Penalty: 4682.290527
	Iteration 2F: 3 clusters Score -1585088 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1585331.750000 Penalty: 4682.290527
	Iteration 3Q: 3 clusters Score -1585332 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1585535.000000 Penalty: 4682.290527
	Iteration 4Q: 3 clusters Score -1585535 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1585726.250000 Penalty: 4682.290527
	Iteration 5Q: 3 clusters Score -1585726 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1585890.125000 Penalty: 4682.290527
	Iteration 6Q: 3 clusters Score -1585890 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1586047.625000 Penalty: 4682.290527
	Iteration 7Q: 3 clusters Score -1586048 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1586226.125000 Penalty: 4682.290527
	Iteration 8Q: 3 clusters Score -1586226 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1586430.875000 Penalty: 4682.290527
	Iteration 9Q: 3 clusters Score -1586431 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1586650.125000 Penalty: 4682.290527
	Iteration 10Q: 3 clusters Score -1586650 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1586905.500000 Penalty: 4682.290527
	Iteration 11Q: 3 clusters Score -1586906 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1587177.875000 Penalty: 4682.290527
	Iteration 12Q: 3 clusters Score -1587178 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1587445.625000 Penalty: 4682.290527
	Iteration 13Q: 3 clusters Score -1587446 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1587687.125000 Penalty: 4682.290527
	Iteration 14Q: 3 clusters Score -1587687 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1587924.500000 Penalty: 4682.290527
	Iteration 15Q: 3 clusters Score -1587924 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1588141.750000 Penalty: 4682.290527
	Iteration 16Q: 3 clusters Score -1588142 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1588324.000000 Penalty: 4682.290527
	Iteration 17Q: 3 clusters Score -1588324 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1588472.500000 Penalty: 4682.290527
	Iteration 18Q: 3 clusters Score -1588472 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1588601.000000 Penalty: 4682.290527
	Iteration 19Q: 3 clusters Score -1588601 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1588701.000000 Penalty: 4682.290527
	Iteration 20F: 3 clusters Score -1588701 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1588788.625000 Penalty: 4682.290527
	Iteration 21Q: 3 clusters Score -1588789 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1588856.000000 Penalty: 4682.290527
	Iteration 22Q: 3 clusters Score -1588856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1588905.750000 Penalty: 4682.290527
	Iteration 23Q: 3 clusters Score -1588906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1588946.375000 Penalty: 4682.290527
	Iteration 24Q: 3 clusters Score -1588946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1588985.000000 Penalty: 4682.290527
	Iteration 25Q: 3 clusters Score -1588985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1589012.000000 Penalty: 4682.290527
	Iteration 26Q: 3 clusters Score -1589012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1589034.750000 Penalty: 4682.290527
	Iteration 27Q: 3 clusters Score -1589035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1589057.250000 Penalty: 4682.290527
	Iteration 28Q: 3 clusters Score -1589057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1589072.500000 Penalty: 4682.290527
	Iteration 29Q: 3 clusters Score -1589072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1589091.375000 Penalty: 4682.290527
	Iteration 30Q: 3 clusters Score -1589091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1589109.500000 Penalty: 4682.290527
	Iteration 31Q: 3 clusters Score -1589110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1589121.500000 Penalty: 4682.290527
	Iteration 32Q: 3 clusters Score -1589122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1589145.000000 Penalty: 4682.290527
	Iteration 33Q: 3 clusters Score -1589145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1589158.625000 Penalty: 4682.290527
	Iteration 34Q: 3 clusters Score -1589159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1589171.000000 Penalty: 4682.290527
	Iteration 35Q: 3 clusters Score -1589171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1589188.875000 Penalty: 4682.290527
	Iteration 36Q: 3 clusters Score -1589189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1589202.875000 Penalty: 4682.290527
	Iteration 37Q: 3 clusters Score -1589203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1589209.500000 Penalty: 4682.290527
	Iteration 38Q: 3 clusters Score -1589210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1589215.250000 Penalty: 4682.290527
	Iteration 39Q: 3 clusters Score -1589215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1589216.500000 Penalty: 4682.290527
	Iteration 40F: 3 clusters Score -1589216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1589220.875000 Penalty: 4682.290527
	Iteration 41Q: 3 clusters Score -1589221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1589220.125000 Penalty: 4682.290527
	Iteration 42Q: 3 clusters Score -1589220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1589221.000000 Penalty: 4682.290527
	Iteration 43Q: 3 clusters Score -1589221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1589226.625000 Penalty: 4682.290527
	Iteration 44Q: 3 clusters Score -1589227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1589228.375000 Penalty: 4682.290527
	Iteration 45Q: 3 clusters Score -1589228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1589227.375000 Penalty: 4682.290527
	Iteration 46Q: 3 clusters Score -1589227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1589229.125000 Penalty: 4682.290527
	Iteration 47Q: 3 clusters Score -1589229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1589228.750000 Penalty: 4682.290527
	Iteration 48Q: 3 clusters Score -1589229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1589228.750000 Penalty: 4682.290527
	Iteration 49F: 3 clusters Score -1589229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -928093.750000 Penalty: 2203.108398
	Iteration 0F: 2 clusters Score -928093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -922216.312500 Penalty: 4406.216797
	Iteration 0F: 3 clusters Score -922216.3 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -923940.312500 Penalty: 4406.216797
	Iteration 1F: 3 clusters Score -923940.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -924354.187500 Penalty: 4406.216797
	Iteration 2F: 3 clusters Score -924354.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -924697.937500 Penalty: 4406.216797
	Iteration 3F: 3 clusters Score -924697.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -924985.625000 Penalty: 4406.216797
	Iteration 4F: 3 clusters Score -924985.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -925278.375000 Penalty: 4406.216797
	Iteration 5F: 3 clusters Score -925278.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -925510.562500 Penalty: 4406.216797
	Iteration 6F: 3 clusters Score -925510.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -925676.562500 Penalty: 4406.216797
	Iteration 7Q: 3 clusters Score -925676.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -925808.125000 Penalty: 4406.216797
	Iteration 8Q: 3 clusters Score -925808.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -925927.312500 Penalty: 4406.216797
	Iteration 9Q: 3 clusters Score -925927.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -926006.312500 Penalty: 4406.216797
	Iteration 10Q: 3 clusters Score -926006.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -926067.000000 Penalty: 4406.216797
	Iteration 11Q: 3 clusters Score -926067 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -926104.312500 Penalty: 4406.216797
	Iteration 12Q: 3 clusters Score -926104.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -926126.187500 Penalty: 4406.216797
	Iteration 13Q: 3 clusters Score -926126.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -926149.250000 Penalty: 4406.216797
	Iteration 14Q: 3 clusters Score -926149.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -926166.750000 Penalty: 4406.216797
	Iteration 15Q: 3 clusters Score -926166.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -926181.625000 Penalty: 4406.216797
	Iteration 16Q: 3 clusters Score -926181.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -926195.437500 Penalty: 4406.216797
	Iteration 17Q: 3 clusters Score -926195.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -926205.625000 Penalty: 4406.216797
	Iteration 18Q: 3 clusters Score -926205.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -926212.375000 Penalty: 4406.216797
	Iteration 19Q: 3 clusters Score -926212.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -926217.500000 Penalty: 4406.216797
	Iteration 20F: 3 clusters Score -926217.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -926221.625000 Penalty: 4406.216797
	Iteration 21Q: 3 clusters Score -926221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -926226.875000 Penalty: 4406.216797
	Iteration 22Q: 3 clusters Score -926226.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -926229.187500 Penalty: 4406.216797
	Iteration 23Q: 3 clusters Score -926229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -926230.750000 Penalty: 4406.216797
	Iteration 24Q: 3 clusters Score -926230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -926236.062500 Penalty: 4406.216797
	Iteration 25Q: 3 clusters Score -926236.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -926237.437500 Penalty: 4406.216797
	Iteration 26Q: 3 clusters Score -926237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -926239.125000 Penalty: 4406.216797
	Iteration 27Q: 3 clusters Score -926239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -926239.437500 Penalty: 4406.216797
	Iteration 28Q: 3 clusters Score -926239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -926240.062500 Penalty: 4406.216797
	Iteration 29Q: 3 clusters Score -926240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -926239.875000 Penalty: 4406.216797
	Iteration 30Q: 3 clusters Score -926239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -926239.750000 Penalty: 4406.216797
	Iteration 31Q: 3 clusters Score -926239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -926239.750000 Penalty: 4406.216797
	Iteration 32F: 3 clusters Score -926239.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Entering Unmasked Estep 
Score: -5976342.000000 Penalty: 2658.011719
	Iteration 0F: 2 clusters Score -5976342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -5945844.000000 Penalty: 5316.023438
	Iteration 0F: 3 clusters Score -5945844 nChanged 20692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5957226.500000 Penalty: 5316.023438
	Iteration 1F: 3 clusters Score -5957226 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -5957714.500000 Penalty: 5316.023438
	Iteration 2Q: 3 clusters Score -5957714 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5958144.000000 Penalty: 5316.023438
	Iteration 3Q: 3 clusters Score -5958144 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -5958582.500000 Penalty: 5316.023438
	Iteration 4Q: 3 clusters Score -5958582 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -5958956.000000 Penalty: 5316.023438
	Iteration 5Q: 3 clusters Score -5958956 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5959302.500000 Penalty: 5316.023438
	Iteration 6Q: 3 clusters Score -5959302 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -5959770.000000 Penalty: 5316.023438
	Iteration 7Q: 3 clusters Score -5959770 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5960151.500000 Penalty: 5316.023438
	Iteration 8Q: 3 clusters Score -5960152 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -5960585.500000 Penalty: 5316.023438
	Iteration 9Q: 3 clusters Score -5960586 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5961167.500000 Penalty: 5316.023438
	Iteration 10Q: 3 clusters Score -5961168 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -5961868.500000 Penalty: 5316.023438
	Iteration 11Q: 3 clusters Score -5961868 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -5962735.000000 Penalty: 5316.023438
	Iteration 12Q: 3 clusters Score -5962735 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -5963758.500000 Penalty: 5316.023438
	Iteration 13Q: 3 clusters Score -5963758 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -5965015.000000 Penalty: 5316.023438
	Iteration 14Q: 3 clusters Score -5965015 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -5966497.000000 Penalty: 5316.023438
	Iteration 15Q: 3 clusters Score -5966497 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -5967987.500000 Penalty: 5316.023438
	Iteration 16Q: 3 clusters Score -5967988 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5969457.500000 Penalty: 5316.023438
	Iteration 17Q: 3 clusters Score -5969458 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -5970789.500000 Penalty: 5316.023438
	Iteration 18Q: 3 clusters Score -5970790 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5971842.500000 Penalty: 5316.023438
	Iteration 19Q: 3 clusters Score -5971842 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -5972575.500000 Penalty: 5316.023438
	Iteration 20F: 3 clusters Score -5972576 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5973059.000000 Penalty: 5316.023438
	Iteration 21Q: 3 clusters Score -5973059 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5973380.500000 Penalty: 5316.023438
	Iteration 22Q: 3 clusters Score -5973380 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5973596.500000 Penalty: 5316.023438
	Iteration 23Q: 3 clusters Score -5973596 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5973719.000000 Penalty: 5316.023438
	Iteration 24Q: 3 clusters Score -5973719 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -5973825.000000 Penalty: 5316.023438
	Iteration 25Q: 3 clusters Score -5973825 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -5973889.500000 Penalty: 5316.023438
	Iteration 26Q: 3 clusters Score -5973890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -5973915.000000 Penalty: 5316.023438
	Iteration 27Q: 3 clusters Score -5973915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -5973950.000000 Penalty: 5316.023438
	Iteration 28Q: 3 clusters Score -5973950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -5973970.000000 Penalty: 5316.023438
	Iteration 29Q: 3 clusters Score -5973970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -5973988.500000 Penalty: 5316.023438
	Iteration 30Q: 3 clusters Score -5973988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -5974011.000000 Penalty: 5316.023438
	Iteration 31Q: 3 clusters Score -5974011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -5974014.000000 Penalty: 5316.023438
	Iteration 32Q: 3 clusters Score -5974014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -5974024.500000 Penalty: 5316.023438
	Iteration 33Q: 3 clusters Score -5974024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -5974032.500000 Penalty: 5316.023438
	Iteration 34Q: 3 clusters Score -5974032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -5974037.000000 Penalty: 5316.023438
	Iteration 35Q: 3 clusters Score -5974037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -5974039.000000 Penalty: 5316.023438
	Iteration 36Q: 3 clusters Score -5974039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5974046.500000 Penalty: 5316.023438
	Iteration 37Q: 3 clusters Score -5974046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5974047.500000 Penalty: 5316.023438
	Iteration 38Q: 3 clusters Score -5974048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -5974049.000000 Penalty: 5316.023438
	Iteration 39Q: 3 clusters Score -5974049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -5974049.000000 Penalty: 5316.023438
	Iteration 40F: 3 clusters Score -5974049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5974052.000000 Penalty: 5316.023438
	Iteration 41Q: 3 clusters Score -5974052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5974052.000000 Penalty: 5316.023438
	Iteration 42F: 3 clusters Score -5974052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Entering Unmasked Estep 
Score: -5422997.000000 Penalty: 2637.835205
	Iteration 0F: 2 clusters Score -5422997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5394998.500000 Penalty: 5275.670410
	Iteration 0F: 3 clusters Score -5394998 nChanged 19082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5405258.500000 Penalty: 5275.670410
	Iteration 1F: 3 clusters Score -5405258 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5405786.500000 Penalty: 5275.670410
	Iteration 2Q: 3 clusters Score -5405786 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5406423.500000 Penalty: 5275.670410
	Iteration 3Q: 3 clusters Score -5406424 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -5407124.000000 Penalty: 5275.670410
	Iteration 4Q: 3 clusters Score -5407124 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -5408207.500000 Penalty: 5275.670410
	Iteration 5F: 3 clusters Score -5408208 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -5409825.000000 Penalty: 5275.670410
	Iteration 6F: 3 clusters Score -5409825 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -5412352.000000 Penalty: 5275.670410
	Iteration 7F: 3 clusters Score -5412352 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -5415555.500000 Penalty: 5275.670410
	Iteration 8F: 3 clusters Score -5415556 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5418146.500000 Penalty: 5275.670410
	Iteration 9F: 3 clusters Score -5418146 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5419577.500000 Penalty: 5275.670410
	Iteration 10Q: 3 clusters Score -5419578 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -5420202.000000 Penalty: 5275.670410
	Iteration 11Q: 3 clusters Score -5420202 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -5420438.500000 Penalty: 5275.670410
	Iteration 12Q: 3 clusters Score -5420438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -5420541.500000 Penalty: 5275.670410
	Iteration 13Q: 3 clusters Score -5420542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5420617.000000 Penalty: 5275.670410
	Iteration 14Q: 3 clusters Score -5420617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5420646.500000 Penalty: 5275.670410
	Iteration 15Q: 3 clusters Score -5420646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5420679.000000 Penalty: 5275.670410
	Iteration 16Q: 3 clusters Score -5420679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5420690.500000 Penalty: 5275.670410
	Iteration 17Q: 3 clusters Score -5420690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5420690.500000 Penalty: 5275.670410
	Iteration 18F: 3 clusters Score -5420690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -97672.070312 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -97672.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95888.781250 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -95888.78 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96107.835938 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -96107.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96185.101562 Penalty: 3319.888428
	Iteration 2Q: 3 clusters Score -96185.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96228.687500 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -96228.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96264.062500 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -96264.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96300.421875 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -96300.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96323.375000 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -96323.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96347.671875 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -96347.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96359.976562 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -96359.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96367.070312 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -96367.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96373.671875 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -96373.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96380.343750 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -96380.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96384.843750 Penalty: 3319.888428
	Iteration 12Q: 3 clusters Score -96384.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96387.125000 Penalty: 3319.888428
	Iteration 13Q: 3 clusters Score -96387.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96387.804688 Penalty: 3319.888428
	Iteration 14Q: 3 clusters Score -96387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96387.804688 Penalty: 3319.888428
	Iteration 15F: 3 clusters Score -96387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Entering Unmasked Estep 
Score: -1111365.375000 Penalty: 2255.263916
	Iteration 0F: 2 clusters Score -1111365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1104332.125000 Penalty: 4510.527832
	Iteration 0F: 3 clusters Score -1104332 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1106291.375000 Penalty: 4510.527832
	Iteration 1F: 3 clusters Score -1106291 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1106570.125000 Penalty: 4510.527832
	Iteration 2F: 3 clusters Score -1106570 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1106787.500000 Penalty: 4510.527832
	Iteration 3F: 3 clusters Score -1106788 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1106963.625000 Penalty: 4510.527832
	Iteration 4Q: 3 clusters Score -1106964 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1107120.125000 Penalty: 4510.527832
	Iteration 5Q: 3 clusters Score -1107120 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1107273.000000 Penalty: 4510.527832
	Iteration 6Q: 3 clusters Score -1107273 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1107460.375000 Penalty: 4510.527832
	Iteration 7Q: 3 clusters Score -1107460 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1107671.000000 Penalty: 4510.527832
	Iteration 8Q: 3 clusters Score -1107671 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1107872.375000 Penalty: 4510.527832
	Iteration 9Q: 3 clusters Score -1107872 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1108090.125000 Penalty: 4510.527832
	Iteration 10Q: 3 clusters Score -1108090 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1108321.000000 Penalty: 4510.527832
	Iteration 11Q: 3 clusters Score -1108321 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1108552.750000 Penalty: 4510.527832
	Iteration 12Q: 3 clusters Score -1108553 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1108751.375000 Penalty: 4510.527832
	Iteration 13Q: 3 clusters Score -1108751 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1108918.500000 Penalty: 4510.527832
	Iteration 14Q: 3 clusters Score -1108918 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1109053.000000 Penalty: 4510.527832
	Iteration 15Q: 3 clusters Score -1109053 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1109170.250000 Penalty: 4510.527832
	Iteration 16Q: 3 clusters Score -1109170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1109251.625000 Penalty: 4510.527832
	Iteration 17Q: 3 clusters Score -1109252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1109309.500000 Penalty: 4510.527832
	Iteration 18Q: 3 clusters Score -1109310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1109338.625000 Penalty: 4510.527832
	Iteration 19Q: 3 clusters Score -1109339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1109353.750000 Penalty: 4510.527832
	Iteration 20F: 3 clusters Score -1109354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1109379.125000 Penalty: 4510.527832
	Iteration 21Q: 3 clusters Score -1109379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1109396.375000 Penalty: 4510.527832
	Iteration 22Q: 3 clusters Score -1109396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1109407.875000 Penalty: 4510.527832
	Iteration 23Q: 3 clusters Score -1109408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1109414.375000 Penalty: 4510.527832
	Iteration 24Q: 3 clusters Score -1109414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1109421.750000 Penalty: 4510.527832
	Iteration 25Q: 3 clusters Score -1109422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1109433.375000 Penalty: 4510.527832
	Iteration 26Q: 3 clusters Score -1109433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1109444.375000 Penalty: 4510.527832
	Iteration 27Q: 3 clusters Score -1109444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1109449.375000 Penalty: 4510.527832
	Iteration 28Q: 3 clusters Score -1109449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1109452.000000 Penalty: 4510.527832
	Iteration 29Q: 3 clusters Score -1109452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1109454.875000 Penalty: 4510.527832
	Iteration 30Q: 3 clusters Score -1109455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1109458.875000 Penalty: 4510.527832
	Iteration 31Q: 3 clusters Score -1109459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1109462.875000 Penalty: 4510.527832
	Iteration 32Q: 3 clusters Score -1109463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1109462.625000 Penalty: 4510.527832
	Iteration 33Q: 3 clusters Score -1109463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1109462.625000 Penalty: 4510.527832
	Iteration 34F: 3 clusters Score -1109463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -822175.375000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -822175.4 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 3262 members 
Entering Unmasked Estep 
Score: -816648.062500 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -816648.1 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -818322.187500 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -818322.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -818691.937500 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -818691.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -818926.562500 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -818926.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -819110.312500 Penalty: 4366.722168
	Iteration 4Q: 3 clusters Score -819110.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -819252.000000 Penalty: 4366.722168
	Iteration 5Q: 3 clusters Score -819252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -819373.687500 Penalty: 4366.722168
	Iteration 6Q: 3 clusters Score -819373.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -819483.187500 Penalty: 4366.722168
	Iteration 7Q: 3 clusters Score -819483.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -819586.687500 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -819586.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -819708.062500 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -819708.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -819832.062500 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -819832.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -819928.375000 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -819928.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -820028.562500 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -820028.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -820120.187500 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -820120.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -820196.187500 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -820196.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -820251.000000 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -820251 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -820295.437500 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -820295.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -820330.750000 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -820330.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -820372.000000 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -820372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -820394.500000 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -820394.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -820421.125000 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -820421.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -820450.062500 Penalty: 4366.722168
	Iteration 21Q: 3 clusters Score -820450.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -820486.187500 Penalty: 4366.722168
	Iteration 22Q: 3 clusters Score -820486.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -820529.562500 Penalty: 4366.722168
	Iteration 23Q: 3 clusters Score -820529.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -820571.312500 Penalty: 4366.722168
	Iteration 24Q: 3 clusters Score -820571.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -820623.562500 Penalty: 4366.722168
	Iteration 25Q: 3 clusters Score -820623.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -820673.000000 Penalty: 4366.722168
	Iteration 26Q: 3 clusters Score -820673 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -820730.562500 Penalty: 4366.722168
	Iteration 27Q: 3 clusters Score -820730.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -820774.875000 Penalty: 4366.722168
	Iteration 28Q: 3 clusters Score -820774.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -820816.562500 Penalty: 4366.722168
	Iteration 29Q: 3 clusters Score -820816.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -820862.000000 Penalty: 4366.722168
	Iteration 30Q: 3 clusters Score -820862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -820901.437500 Penalty: 4366.722168
	Iteration 31Q: 3 clusters Score -820901.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -820936.062500 Penalty: 4366.722168
	Iteration 32Q: 3 clusters Score -820936.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -820964.187500 Penalty: 4366.722168
	Iteration 33Q: 3 clusters Score -820964.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -820990.062500 Penalty: 4366.722168
	Iteration 34Q: 3 clusters Score -820990.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -821014.500000 Penalty: 4366.722168
	Iteration 35Q: 3 clusters Score -821014.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -821028.625000 Penalty: 4366.722168
	Iteration 36Q: 3 clusters Score -821028.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -821034.625000 Penalty: 4366.722168
	Iteration 37Q: 3 clusters Score -821034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -821036.875000 Penalty: 4366.722168
	Iteration 38Q: 3 clusters Score -821036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -821038.687500 Penalty: 4366.722168
	Iteration 39Q: 3 clusters Score -821038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -821041.500000 Penalty: 4366.722168
	Iteration 40F: 3 clusters Score -821041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -821044.625000 Penalty: 4366.722168
	Iteration 41Q: 3 clusters Score -821044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -821050.250000 Penalty: 4366.722168
	Iteration 42Q: 3 clusters Score -821050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -821056.437500 Penalty: 4366.722168
	Iteration 43Q: 3 clusters Score -821056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -821060.125000 Penalty: 4366.722168
	Iteration 44Q: 3 clusters Score -821060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -821062.062500 Penalty: 4366.722168
	Iteration 45Q: 3 clusters Score -821062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -821061.687500 Penalty: 4366.722168
	Iteration 46Q: 3 clusters Score -821061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -821060.937500 Penalty: 4366.722168
	Iteration 47Q: 3 clusters Score -821060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -821060.937500 Penalty: 4366.722168
	Iteration 48F: 3 clusters Score -821060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -21284.126953 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -21284.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20252.773438 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -20252.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20336.173828 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -20336.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20355.765625 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -20355.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20367.693359 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -20367.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20367.693359 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -20367.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -449829.750000 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -449829.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -446244.093750 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -446244.1 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -446940.656250 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -446940.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -447127.625000 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -447127.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -447234.062500 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -447234.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -447289.187500 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -447289.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -447341.812500 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -447341.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -447386.156250 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -447386.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -447423.218750 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -447423.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -447452.343750 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -447452.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -447486.531250 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -447486.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -447525.625000 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -447525.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -447567.531250 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -447567.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -447608.500000 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -447608.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -447643.218750 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -447643.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -447678.781250 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -447678.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -447715.468750 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -447715.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -447739.437500 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -447739.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -447763.531250 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -447763.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -447782.906250 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -447782.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -447797.281250 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -447797.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -447813.281250 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -447813.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -447834.343750 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -447834.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -447856.375000 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -447856.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -447870.406250 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -447870.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -447883.375000 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -447883.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -447900.812500 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -447900.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -447914.468750 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -447914.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -447929.687500 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -447929.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -447945.875000 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -447945.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -447959.468750 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -447959.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -447972.906250 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -447972.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -447984.218750 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -447984.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -447994.812500 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -447994.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -448008.812500 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -448008.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -448020.156250 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -448020.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -448034.281250 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -448034.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -448048.625000 Penalty: 4050.443115
	Iteration 36Q: 3 clusters Score -448048.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -448060.031250 Penalty: 4050.443115
	Iteration 37Q: 3 clusters Score -448060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -448073.343750 Penalty: 4050.443115
	Iteration 38Q: 3 clusters Score -448073.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -448082.843750 Penalty: 4050.443115
	Iteration 39Q: 3 clusters Score -448082.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -448093.906250 Penalty: 4050.443115
	Iteration 40F: 3 clusters Score -448093.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -448108.093750 Penalty: 4050.443115
	Iteration 41Q: 3 clusters Score -448108.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -448116.000000 Penalty: 4050.443115
	Iteration 42Q: 3 clusters Score -448116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -448121.843750 Penalty: 4050.443115
	Iteration 43Q: 3 clusters Score -448121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -448126.156250 Penalty: 4050.443115
	Iteration 44Q: 3 clusters Score -448126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -448129.312500 Penalty: 4050.443115
	Iteration 45Q: 3 clusters Score -448129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -448130.343750 Penalty: 4050.443115
	Iteration 46Q: 3 clusters Score -448130.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -448130.343750 Penalty: 4050.443115
	Iteration 47F: 3 clusters Score -448130.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -943171.062500 Penalty: 2224.257080
	Iteration 0F: 2 clusters Score -943171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -936880.437500 Penalty: 4448.514160
	Iteration 0F: 3 clusters Score -936880.4 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -938655.125000 Penalty: 4448.514160
	Iteration 1F: 3 clusters Score -938655.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -938999.937500 Penalty: 4448.514160
	Iteration 2F: 3 clusters Score -938999.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -939247.062500 Penalty: 4448.514160
	Iteration 3F: 3 clusters Score -939247.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -939438.875000 Penalty: 4448.514160
	Iteration 4Q: 3 clusters Score -939438.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -939627.437500 Penalty: 4448.514160
	Iteration 5Q: 3 clusters Score -939627.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -939801.937500 Penalty: 4448.514160
	Iteration 6Q: 3 clusters Score -939801.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -939977.437500 Penalty: 4448.514160
	Iteration 7Q: 3 clusters Score -939977.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -940125.375000 Penalty: 4448.514160
	Iteration 8Q: 3 clusters Score -940125.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -940272.625000 Penalty: 4448.514160
	Iteration 9Q: 3 clusters Score -940272.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -940408.250000 Penalty: 4448.514160
	Iteration 10Q: 3 clusters Score -940408.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -940546.000000 Penalty: 4448.514160
	Iteration 11Q: 3 clusters Score -940546 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -940697.062500 Penalty: 4448.514160
	Iteration 12Q: 3 clusters Score -940697.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -940867.687500 Penalty: 4448.514160
	Iteration 13Q: 3 clusters Score -940867.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -941021.437500 Penalty: 4448.514160
	Iteration 14Q: 3 clusters Score -941021.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -941158.187500 Penalty: 4448.514160
	Iteration 15Q: 3 clusters Score -941158.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -941256.625000 Penalty: 4448.514160
	Iteration 16Q: 3 clusters Score -941256.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -941326.000000 Penalty: 4448.514160
	Iteration 17Q: 3 clusters Score -941326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -941387.750000 Penalty: 4448.514160
	Iteration 18Q: 3 clusters Score -941387.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -941443.937500 Penalty: 4448.514160
	Iteration 19Q: 3 clusters Score -941443.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -941502.937500 Penalty: 4448.514160
	Iteration 20F: 3 clusters Score -941502.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -941552.625000 Penalty: 4448.514160
	Iteration 21Q: 3 clusters Score -941552.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -941591.500000 Penalty: 4448.514160
	Iteration 22Q: 3 clusters Score -941591.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -941621.500000 Penalty: 4448.514160
	Iteration 23Q: 3 clusters Score -941621.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -941641.750000 Penalty: 4448.514160
	Iteration 24Q: 3 clusters Score -941641.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -941652.937500 Penalty: 4448.514160
	Iteration 25Q: 3 clusters Score -941652.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -941660.437500 Penalty: 4448.514160
	Iteration 26Q: 3 clusters Score -941660.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -941670.875000 Penalty: 4448.514160
	Iteration 27Q: 3 clusters Score -941670.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -941676.562500 Penalty: 4448.514160
	Iteration 28Q: 3 clusters Score -941676.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -941680.687500 Penalty: 4448.514160
	Iteration 29Q: 3 clusters Score -941680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -941683.125000 Penalty: 4448.514160
	Iteration 30Q: 3 clusters Score -941683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -941683.125000 Penalty: 4448.514160
	Iteration 31Q: 3 clusters Score -941683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -941682.687500 Penalty: 4448.514160
	Iteration 32Q: 3 clusters Score -941682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -941683.375000 Penalty: 4448.514160
	Iteration 33Q: 3 clusters Score -941683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -941685.250000 Penalty: 4448.514160
	Iteration 34Q: 3 clusters Score -941685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -941686.750000 Penalty: 4448.514160
	Iteration 35Q: 3 clusters Score -941686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -941686.875000 Penalty: 4448.514160
	Iteration 36Q: 3 clusters Score -941686.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -941686.500000 Penalty: 4448.514160
	Iteration 37Q: 3 clusters Score -941686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -941686.000000 Penalty: 4448.514160
	Iteration 38Q: 3 clusters Score -941686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -941686.000000 Penalty: 4448.514160
	Iteration 39F: 3 clusters Score -941686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99852.195312 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -99852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -98122.507812 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -98122.51 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98531.257812 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -98531.26 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98734.132812 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -98734.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -98872.898438 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -98872.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98989.757812 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -98989.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -99132.632812 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -99132.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -99211.632812 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -99211.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99250.187500 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -99250.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99260.453125 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -99260.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99268.484375 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -99268.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99277.703125 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -99277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99283.171875 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -99283.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -99289.453125 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -99289.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -99302.257812 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -99302.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -99311.984375 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -99311.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -99313.734375 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -99313.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -99317.250000 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -99317.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -99318.117188 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -99318.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -99319.148438 Penalty: 3353.165527
	Iteration 18Q: 3 clusters Score -99319.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -99320.335938 Penalty: 3353.165527
	Iteration 19Q: 3 clusters Score -99320.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99323.007812 Penalty: 3353.165527
	Iteration 20F: 3 clusters Score -99323.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -99341.492188 Penalty: 3353.165527
	Iteration 21Q: 3 clusters Score -99341.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -99351.335938 Penalty: 3353.165527
	Iteration 22Q: 3 clusters Score -99351.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -99360.078125 Penalty: 3353.165527
	Iteration 23Q: 3 clusters Score -99360.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -99375.773438 Penalty: 3353.165527
	Iteration 24Q: 3 clusters Score -99375.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -99381.179688 Penalty: 3353.165527
	Iteration 25Q: 3 clusters Score -99381.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -99384.585938 Penalty: 3353.165527
	Iteration 26Q: 3 clusters Score -99384.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -99384.585938 Penalty: 3353.165527
	Iteration 27F: 3 clusters Score -99384.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Entering Unmasked Estep 
Score: -13093849.000000 Penalty: 2854.323486
	Iteration 0F: 2 clusters Score -1.309385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -13027454.000000 Penalty: 5708.646973
	Iteration 0F: 3 clusters Score -1.302745e+07 nChanged 47135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -13053476.000000 Penalty: 5708.646973
	Iteration 1F: 3 clusters Score -1.305348e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -13054133.000000 Penalty: 5708.646973
	Iteration 2Q: 3 clusters Score -1.305413e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -13055032.000000 Penalty: 5708.646973
	Iteration 3Q: 3 clusters Score -1.305503e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -13056349.000000 Penalty: 5708.646973
	Iteration 4Q: 3 clusters Score -1.305635e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 62800 members 
Entering Unmasked Estep 
Score: -13058663.000000 Penalty: 5708.646973
	Iteration 5Q: 3 clusters Score -1.305866e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -13063047.000000 Penalty: 5708.646973
	Iteration 6F: 3 clusters Score -1.306305e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -13070233.000000 Penalty: 5708.646973
	Iteration 7F: 3 clusters Score -1.307023e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -13079146.000000 Penalty: 5708.646973
	Iteration 8F: 3 clusters Score -1.307915e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -13086173.000000 Penalty: 5708.646973
	Iteration 9F: 3 clusters Score -1.308617e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -13089512.000000 Penalty: 5708.646973
	Iteration 10Q: 3 clusters Score -1.308951e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 98826 members 
Entering Unmasked Estep 
Score: -13090623.000000 Penalty: 5708.646973
	Iteration 11Q: 3 clusters Score -1.309062e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 99175 members 
Entering Unmasked Estep 
Score: -13090996.000000 Penalty: 5708.646973
	Iteration 12Q: 3 clusters Score -1.3091e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -13091151.000000 Penalty: 5708.646973
	Iteration 13Q: 3 clusters Score -1.309115e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -13091203.000000 Penalty: 5708.646973
	Iteration 14Q: 3 clusters Score -1.30912e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 99358 members 
Entering Unmasked Estep 
Score: -13091248.000000 Penalty: 5708.646973
	Iteration 15Q: 3 clusters Score -1.309125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -13091269.000000 Penalty: 5708.646973
	Iteration 16Q: 3 clusters Score -1.309127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -13091307.000000 Penalty: 5708.646973
	Iteration 17Q: 3 clusters Score -1.309131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -13091332.000000 Penalty: 5708.646973
	Iteration 18Q: 3 clusters Score -1.309133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -13091359.000000 Penalty: 5708.646973
	Iteration 19Q: 3 clusters Score -1.309136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -13091359.000000 Penalty: 5708.646973
	Iteration 20F: 3 clusters Score -1.309136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 99395 members 
Entering Unmasked Estep 
Score: -13091354.000000 Penalty: 5708.646973
	Iteration 21Q: 3 clusters Score -1.309135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 99393 members 
Entering Unmasked Estep 
Score: -13091357.000000 Penalty: 5708.646973
	Iteration 22Q: 3 clusters Score -1.309136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -13091361.000000 Penalty: 5708.646973
	Iteration 23Q: 3 clusters Score -1.309136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -13091359.000000 Penalty: 5708.646973
	Iteration 24Q: 3 clusters Score -1.309136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -13091356.000000 Penalty: 5708.646973
	Iteration 25Q: 3 clusters Score -1.309136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 99395 members 
Entering Unmasked Estep 
Score: -13091366.000000 Penalty: 5708.646973
	Iteration 26Q: 3 clusters Score -1.309137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -13091366.000000 Penalty: 5708.646973
	Iteration 27Q: 3 clusters Score -1.309137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -13091372.000000 Penalty: 5708.646973
	Iteration 28Q: 3 clusters Score -1.309137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -13091372.000000 Penalty: 5708.646973
	Iteration 29F: 3 clusters Score -1.309137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Entering Unmasked Estep 
Score: -1785218.750000 Penalty: 2362.183105
	Iteration 0F: 2 clusters Score -1785219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1775220.375000 Penalty: 4724.366211
	Iteration 0F: 3 clusters Score -1775220 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1778341.125000 Penalty: 4724.366211
	Iteration 1F: 3 clusters Score -1778341 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1778707.250000 Penalty: 4724.366211
	Iteration 2F: 3 clusters Score -1778707 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1778998.125000 Penalty: 4724.366211
	Iteration 3F: 3 clusters Score -1778998 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1779221.000000 Penalty: 4724.366211
	Iteration 4Q: 3 clusters Score -1779221 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1779435.500000 Penalty: 4724.366211
	Iteration 5Q: 3 clusters Score -1779436 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1779639.000000 Penalty: 4724.366211
	Iteration 6Q: 3 clusters Score -1779639 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1779842.875000 Penalty: 4724.366211
	Iteration 7Q: 3 clusters Score -1779843 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1780080.750000 Penalty: 4724.366211
	Iteration 8Q: 3 clusters Score -1780081 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1780347.250000 Penalty: 4724.366211
	Iteration 9Q: 3 clusters Score -1780347 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1780660.500000 Penalty: 4724.366211
	Iteration 10Q: 3 clusters Score -1780660 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1781043.125000 Penalty: 4724.366211
	Iteration 11Q: 3 clusters Score -1781043 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1781412.250000 Penalty: 4724.366211
	Iteration 12Q: 3 clusters Score -1781412 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1781794.625000 Penalty: 4724.366211
	Iteration 13Q: 3 clusters Score -1781795 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1782133.125000 Penalty: 4724.366211
	Iteration 14Q: 3 clusters Score -1782133 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1782422.500000 Penalty: 4724.366211
	Iteration 15Q: 3 clusters Score -1782422 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1782633.000000 Penalty: 4724.366211
	Iteration 16Q: 3 clusters Score -1782633 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1782790.625000 Penalty: 4724.366211
	Iteration 17Q: 3 clusters Score -1782791 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1782914.500000 Penalty: 4724.366211
	Iteration 18Q: 3 clusters Score -1782914 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1783003.125000 Penalty: 4724.366211
	Iteration 19Q: 3 clusters Score -1783003 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1783071.625000 Penalty: 4724.366211
	Iteration 20F: 3 clusters Score -1783072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1783113.375000 Penalty: 4724.366211
	Iteration 21Q: 3 clusters Score -1783113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1783139.750000 Penalty: 4724.366211
	Iteration 22Q: 3 clusters Score -1783140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1783164.750000 Penalty: 4724.366211
	Iteration 23Q: 3 clusters Score -1783165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1783191.625000 Penalty: 4724.366211
	Iteration 24Q: 3 clusters Score -1783192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1783212.500000 Penalty: 4724.366211
	Iteration 25Q: 3 clusters Score -1783212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1783226.750000 Penalty: 4724.366211
	Iteration 26Q: 3 clusters Score -1783227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1783241.250000 Penalty: 4724.366211
	Iteration 27Q: 3 clusters Score -1783241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1783251.625000 Penalty: 4724.366211
	Iteration 28Q: 3 clusters Score -1783252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1783257.000000 Penalty: 4724.366211
	Iteration 29Q: 3 clusters Score -1783257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1783256.875000 Penalty: 4724.366211
	Iteration 30Q: 3 clusters Score -1783257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1783262.750000 Penalty: 4724.366211
	Iteration 31Q: 3 clusters Score -1783263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1783266.875000 Penalty: 4724.366211
	Iteration 32Q: 3 clusters Score -1783267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1783268.875000 Penalty: 4724.366211
	Iteration 33Q: 3 clusters Score -1783269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1783269.625000 Penalty: 4724.366211
	Iteration 34Q: 3 clusters Score -1783270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1783271.625000 Penalty: 4724.366211
	Iteration 35Q: 3 clusters Score -1783272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1783277.375000 Penalty: 4724.366211
	Iteration 36Q: 3 clusters Score -1783277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1783278.000000 Penalty: 4724.366211
	Iteration 37Q: 3 clusters Score -1783278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1783279.500000 Penalty: 4724.366211
	Iteration 38Q: 3 clusters Score -1783280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1783277.375000 Penalty: 4724.366211
	Iteration 39Q: 3 clusters Score -1783277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1783274.375000 Penalty: 4724.366211
	Iteration 40F: 3 clusters Score -1783274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1783278.375000 Penalty: 4724.366211
	Iteration 41Q: 3 clusters Score -1783278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1783279.750000 Penalty: 4724.366211
	Iteration 42Q: 3 clusters Score -1783280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1783281.750000 Penalty: 4724.366211
	Iteration 43Q: 3 clusters Score -1783282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1783281.625000 Penalty: 4724.366211
	Iteration 44Q: 3 clusters Score -1783282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1783281.375000 Penalty: 4724.366211
	Iteration 45Q: 3 clusters Score -1783281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1783281.750000 Penalty: 4724.366211
	Iteration 46Q: 3 clusters Score -1783282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1783282.500000 Penalty: 4724.366211
	Iteration 47Q: 3 clusters Score -1783282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1783283.250000 Penalty: 4724.366211
	Iteration 48Q: 3 clusters Score -1783283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1783282.125000 Penalty: 4724.366211
	Iteration 49Q: 3 clusters Score -1783282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1783283.875000 Penalty: 4724.366211
	Iteration 50Q: 3 clusters Score -1783284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1783283.500000 Penalty: 4724.366211
	Iteration 51Q: 3 clusters Score -1783284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1783283.500000 Penalty: 4724.366211
	Iteration 52F: 3 clusters Score -1783284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Entering Unmasked Estep 
Score: -1271588.875000 Penalty: 2269.188232
	Iteration 0F: 2 clusters Score -1271589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1264256.250000 Penalty: 4538.376465
	Iteration 0F: 3 clusters Score -1264256 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1266335.375000 Penalty: 4538.376465
	Iteration 1F: 3 clusters Score -1266335 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1266613.500000 Penalty: 4538.376465
	Iteration 2F: 3 clusters Score -1266614 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1266781.500000 Penalty: 4538.376465
	Iteration 3Q: 3 clusters Score -1266782 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1266893.000000 Penalty: 4538.376465
	Iteration 4Q: 3 clusters Score -1266893 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1266980.125000 Penalty: 4538.376465
	Iteration 5Q: 3 clusters Score -1266980 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1267064.625000 Penalty: 4538.376465
	Iteration 6Q: 3 clusters Score -1267065 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1267142.250000 Penalty: 4538.376465
	Iteration 7Q: 3 clusters Score -1267142 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1267249.125000 Penalty: 4538.376465
	Iteration 8Q: 3 clusters Score -1267249 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1267369.250000 Penalty: 4538.376465
	Iteration 9Q: 3 clusters Score -1267369 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1267484.000000 Penalty: 4538.376465
	Iteration 10Q: 3 clusters Score -1267484 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1267600.500000 Penalty: 4538.376465
	Iteration 11Q: 3 clusters Score -1267600 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1267747.375000 Penalty: 4538.376465
	Iteration 12Q: 3 clusters Score -1267747 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1267894.375000 Penalty: 4538.376465
	Iteration 13Q: 3 clusters Score -1267894 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1268082.250000 Penalty: 4538.376465
	Iteration 14Q: 3 clusters Score -1268082 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1268269.250000 Penalty: 4538.376465
	Iteration 15Q: 3 clusters Score -1268269 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1268460.500000 Penalty: 4538.376465
	Iteration 16Q: 3 clusters Score -1268460 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1268690.875000 Penalty: 4538.376465
	Iteration 17Q: 3 clusters Score -1268691 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1268895.500000 Penalty: 4538.376465
	Iteration 18Q: 3 clusters Score -1268896 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1269083.000000 Penalty: 4538.376465
	Iteration 19Q: 3 clusters Score -1269083 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1269215.750000 Penalty: 4538.376465
	Iteration 20F: 3 clusters Score -1269216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1269306.125000 Penalty: 4538.376465
	Iteration 21Q: 3 clusters Score -1269306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1269364.625000 Penalty: 4538.376465
	Iteration 22Q: 3 clusters Score -1269365 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1269418.250000 Penalty: 4538.376465
	Iteration 23Q: 3 clusters Score -1269418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1269448.375000 Penalty: 4538.376465
	Iteration 24Q: 3 clusters Score -1269448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1269473.875000 Penalty: 4538.376465
	Iteration 25Q: 3 clusters Score -1269474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1269497.375000 Penalty: 4538.376465
	Iteration 26Q: 3 clusters Score -1269497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1269522.125000 Penalty: 4538.376465
	Iteration 27Q: 3 clusters Score -1269522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1269544.125000 Penalty: 4538.376465
	Iteration 28Q: 3 clusters Score -1269544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1269556.750000 Penalty: 4538.376465
	Iteration 29Q: 3 clusters Score -1269557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1269566.750000 Penalty: 4538.376465
	Iteration 30Q: 3 clusters Score -1269567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1269575.375000 Penalty: 4538.376465
	Iteration 31Q: 3 clusters Score -1269575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1269586.250000 Penalty: 4538.376465
	Iteration 32Q: 3 clusters Score -1269586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1269596.000000 Penalty: 4538.376465
	Iteration 33Q: 3 clusters Score -1269596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1269602.500000 Penalty: 4538.376465
	Iteration 34Q: 3 clusters Score -1269602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1269613.875000 Penalty: 4538.376465
	Iteration 35Q: 3 clusters Score -1269614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1269623.375000 Penalty: 4538.376465
	Iteration 36Q: 3 clusters Score -1269623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1269638.750000 Penalty: 4538.376465
	Iteration 37Q: 3 clusters Score -1269639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1269648.125000 Penalty: 4538.376465
	Iteration 38Q: 3 clusters Score -1269648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1269650.000000 Penalty: 4538.376465
	Iteration 39Q: 3 clusters Score -1269650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1269651.875000 Penalty: 4538.376465
	Iteration 40F: 3 clusters Score -1269652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1269653.750000 Penalty: 4538.376465
	Iteration 41Q: 3 clusters Score -1269654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1269654.750000 Penalty: 4538.376465
	Iteration 42Q: 3 clusters Score -1269655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1269658.375000 Penalty: 4538.376465
	Iteration 43Q: 3 clusters Score -1269658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1269660.875000 Penalty: 4538.376465
	Iteration 44Q: 3 clusters Score -1269661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1269662.750000 Penalty: 4538.376465
	Iteration 45Q: 3 clusters Score -1269663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1269662.750000 Penalty: 4538.376465
	Iteration 46F: 3 clusters Score -1269663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Entering Unmasked Estep 
Score: -2135169.500000 Penalty: 2409.136963
	Iteration 0F: 2 clusters Score -2135170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2123381.500000 Penalty: 4818.273926
	Iteration 0F: 3 clusters Score -2123382 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2127552.000000 Penalty: 4818.273926
	Iteration 1F: 3 clusters Score -2127552 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2128392.500000 Penalty: 4818.273926
	Iteration 2F: 3 clusters Score -2128392 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2129432.750000 Penalty: 4818.273926
	Iteration 3F: 3 clusters Score -2129433 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2130472.500000 Penalty: 4818.273926
	Iteration 4F: 3 clusters Score -2130472 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2131372.500000 Penalty: 4818.273926
	Iteration 5F: 3 clusters Score -2131372 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2132076.250000 Penalty: 4818.273926
	Iteration 6F: 3 clusters Score -2132076 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2132554.000000 Penalty: 4818.273926
	Iteration 7Q: 3 clusters Score -2132554 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2132866.500000 Penalty: 4818.273926
	Iteration 8Q: 3 clusters Score -2132866 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2133066.000000 Penalty: 4818.273926
	Iteration 9Q: 3 clusters Score -2133066 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2133214.750000 Penalty: 4818.273926
	Iteration 10Q: 3 clusters Score -2133215 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2133333.500000 Penalty: 4818.273926
	Iteration 11Q: 3 clusters Score -2133334 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2133415.250000 Penalty: 4818.273926
	Iteration 12Q: 3 clusters Score -2133415 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2133475.750000 Penalty: 4818.273926
	Iteration 13Q: 3 clusters Score -2133476 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2133533.000000 Penalty: 4818.273926
	Iteration 14Q: 3 clusters Score -2133533 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2133568.500000 Penalty: 4818.273926
	Iteration 15Q: 3 clusters Score -2133568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2133594.750000 Penalty: 4818.273926
	Iteration 16Q: 3 clusters Score -2133595 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2133621.500000 Penalty: 4818.273926
	Iteration 17Q: 3 clusters Score -2133622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2133640.250000 Penalty: 4818.273926
	Iteration 18Q: 3 clusters Score -2133640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2133660.750000 Penalty: 4818.273926
	Iteration 19Q: 3 clusters Score -2133661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2133673.500000 Penalty: 4818.273926
	Iteration 20F: 3 clusters Score -2133674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2133675.000000 Penalty: 4818.273926
	Iteration 21Q: 3 clusters Score -2133675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2133688.500000 Penalty: 4818.273926
	Iteration 22Q: 3 clusters Score -2133688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2133697.750000 Penalty: 4818.273926
	Iteration 23Q: 3 clusters Score -2133698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2133702.000000 Penalty: 4818.273926
	Iteration 24Q: 3 clusters Score -2133702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2133705.750000 Penalty: 4818.273926
	Iteration 25Q: 3 clusters Score -2133706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2133712.000000 Penalty: 4818.273926
	Iteration 26Q: 3 clusters Score -2133712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2133707.500000 Penalty: 4818.273926
	Iteration 27Q: 3 clusters Score -2133708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2133717.750000 Penalty: 4818.273926
	Iteration 28Q: 3 clusters Score -2133718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2133730.250000 Penalty: 4818.273926
	Iteration 29Q: 3 clusters Score -2133730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2133735.250000 Penalty: 4818.273926
	Iteration 30Q: 3 clusters Score -2133735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2133741.250000 Penalty: 4818.273926
	Iteration 31Q: 3 clusters Score -2133741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2133745.750000 Penalty: 4818.273926
	Iteration 32Q: 3 clusters Score -2133746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2133751.000000 Penalty: 4818.273926
	Iteration 33Q: 3 clusters Score -2133751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2133757.250000 Penalty: 4818.273926
	Iteration 34Q: 3 clusters Score -2133757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2133764.500000 Penalty: 4818.273926
	Iteration 35Q: 3 clusters Score -2133764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2133765.250000 Penalty: 4818.273926
	Iteration 36Q: 3 clusters Score -2133765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2133771.000000 Penalty: 4818.273926
	Iteration 37Q: 3 clusters Score -2133771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2133773.500000 Penalty: 4818.273926
	Iteration 38Q: 3 clusters Score -2133774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2133779.750000 Penalty: 4818.273926
	Iteration 39Q: 3 clusters Score -2133780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2133775.750000 Penalty: 4818.273926
	Iteration 40F: 3 clusters Score -2133776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2133775.250000 Penalty: 4818.273926
	Iteration 41Q: 3 clusters Score -2133775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2133787.500000 Penalty: 4818.273926
	Iteration 42Q: 3 clusters Score -2133788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2133784.250000 Penalty: 4818.273926
	Iteration 43Q: 3 clusters Score -2133784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2133786.500000 Penalty: 4818.273926
	Iteration 44Q: 3 clusters Score -2133786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2133794.000000 Penalty: 4818.273926
	Iteration 45Q: 3 clusters Score -2133794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2133794.750000 Penalty: 4818.273926
	Iteration 46Q: 3 clusters Score -2133795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2133802.000000 Penalty: 4818.273926
	Iteration 47Q: 3 clusters Score -2133802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2133801.250000 Penalty: 4818.273926
	Iteration 48Q: 3 clusters Score -2133801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2133801.500000 Penalty: 4818.273926
	Iteration 49Q: 3 clusters Score -2133802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2133806.250000 Penalty: 4818.273926
	Iteration 50Q: 3 clusters Score -2133806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2133804.250000 Penalty: 4818.273926
	Iteration 51Q: 3 clusters Score -2133804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2133806.250000 Penalty: 4818.273926
	Iteration 52Q: 3 clusters Score -2133806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2133810.000000 Penalty: 4818.273926
	Iteration 53Q: 3 clusters Score -2133810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2133810.500000 Penalty: 4818.273926
	Iteration 54Q: 3 clusters Score -2133810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2133812.500000 Penalty: 4818.273926
	Iteration 55Q: 3 clusters Score -2133812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2133813.500000 Penalty: 4818.273926
	Iteration 56Q: 3 clusters Score -2133814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2133811.250000 Penalty: 4818.273926
	Iteration 57Q: 3 clusters Score -2133811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2133815.750000 Penalty: 4818.273926
	Iteration 58Q: 3 clusters Score -2133816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2133813.500000 Penalty: 4818.273926
	Iteration 59Q: 3 clusters Score -2133814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2133813.000000 Penalty: 4818.273926
	Iteration 60F: 3 clusters Score -2133813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2133817.750000 Penalty: 4818.273926
	Iteration 61Q: 3 clusters Score -2133818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2133815.250000 Penalty: 4818.273926
	Iteration 62Q: 3 clusters Score -2133815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2133816.750000 Penalty: 4818.273926
	Iteration 63Q: 3 clusters Score -2133817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2133819.000000 Penalty: 4818.273926
	Iteration 64Q: 3 clusters Score -2133819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2133819.000000 Penalty: 4818.273926
	Iteration 65F: 3 clusters Score -2133819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -69832.359375 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -69832.36 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 315 members 
Entering Unmasked Estep 
Score: -68251.507812 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -68251.51 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68477.789062 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -68477.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68560.000000 Penalty: 3156.062012
	Iteration 2Q: 3 clusters Score -68560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68596.937500 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -68596.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68617.992188 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -68617.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68632.515625 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -68632.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68643.789062 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -68643.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68645.882812 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -68645.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68645.882812 Penalty: 3156.062012
	Iteration 8F: 3 clusters Score -68645.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Entering Unmasked Estep 
Score: -1643737.000000 Penalty: 2338.788818
	Iteration 0F: 2 clusters Score -1643737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1634525.125000 Penalty: 4677.577637
	Iteration 0F: 3 clusters Score -1634525 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1637329.125000 Penalty: 4677.577637
	Iteration 1F: 3 clusters Score -1637329 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1637650.125000 Penalty: 4677.577637
	Iteration 2F: 3 clusters Score -1637650 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1637901.000000 Penalty: 4677.577637
	Iteration 3Q: 3 clusters Score -1637901 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1638114.000000 Penalty: 4677.577637
	Iteration 4Q: 3 clusters Score -1638114 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1638286.500000 Penalty: 4677.577637
	Iteration 5Q: 3 clusters Score -1638286 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1638424.875000 Penalty: 4677.577637
	Iteration 6Q: 3 clusters Score -1638425 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1638541.000000 Penalty: 4677.577637
	Iteration 7Q: 3 clusters Score -1638541 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1638632.250000 Penalty: 4677.577637
	Iteration 8Q: 3 clusters Score -1638632 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1638739.500000 Penalty: 4677.577637
	Iteration 9Q: 3 clusters Score -1638740 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1638843.625000 Penalty: 4677.577637
	Iteration 10Q: 3 clusters Score -1638844 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1638998.250000 Penalty: 4677.577637
	Iteration 11Q: 3 clusters Score -1638998 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1639181.875000 Penalty: 4677.577637
	Iteration 12Q: 3 clusters Score -1639182 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1639420.375000 Penalty: 4677.577637
	Iteration 13Q: 3 clusters Score -1639420 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1639700.875000 Penalty: 4677.577637
	Iteration 14Q: 3 clusters Score -1639701 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1640020.500000 Penalty: 4677.577637
	Iteration 15Q: 3 clusters Score -1640020 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1640375.750000 Penalty: 4677.577637
	Iteration 16Q: 3 clusters Score -1640376 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1640770.250000 Penalty: 4677.577637
	Iteration 17Q: 3 clusters Score -1640770 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1641072.750000 Penalty: 4677.577637
	Iteration 18Q: 3 clusters Score -1641073 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1641272.125000 Penalty: 4677.577637
	Iteration 19Q: 3 clusters Score -1641272 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1641419.625000 Penalty: 4677.577637
	Iteration 20F: 3 clusters Score -1641420 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1641539.500000 Penalty: 4677.577637
	Iteration 21Q: 3 clusters Score -1641540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1641610.125000 Penalty: 4677.577637
	Iteration 22Q: 3 clusters Score -1641610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1641659.875000 Penalty: 4677.577637
	Iteration 23Q: 3 clusters Score -1641660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1641697.000000 Penalty: 4677.577637
	Iteration 24Q: 3 clusters Score -1641697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1641726.500000 Penalty: 4677.577637
	Iteration 25Q: 3 clusters Score -1641726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1641744.875000 Penalty: 4677.577637
	Iteration 26Q: 3 clusters Score -1641745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1641757.000000 Penalty: 4677.577637
	Iteration 27Q: 3 clusters Score -1641757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1641767.875000 Penalty: 4677.577637
	Iteration 28Q: 3 clusters Score -1641768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1641774.375000 Penalty: 4677.577637
	Iteration 29Q: 3 clusters Score -1641774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1641780.375000 Penalty: 4677.577637
	Iteration 30Q: 3 clusters Score -1641780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1641782.625000 Penalty: 4677.577637
	Iteration 31Q: 3 clusters Score -1641783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1641787.750000 Penalty: 4677.577637
	Iteration 32Q: 3 clusters Score -1641788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1641791.250000 Penalty: 4677.577637
	Iteration 33Q: 3 clusters Score -1641791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1641794.750000 Penalty: 4677.577637
	Iteration 34Q: 3 clusters Score -1641795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1641794.625000 Penalty: 4677.577637
	Iteration 35Q: 3 clusters Score -1641795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1641795.375000 Penalty: 4677.577637
	Iteration 36Q: 3 clusters Score -1641795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1641795.375000 Penalty: 4677.577637
	Iteration 37F: 3 clusters Score -1641795 nChanged 0
--- Evaluating fit on full set of 1008198 points ---
Entering Unmasked Estep 
Score: -128814352.000000 Penalty: 78850.242188
24->24 Clusters: Score -128814352.000000, best is -128828864.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 336066 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 13886 members 
Mstep: Class 4 contains 13894 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 13923 members 
Mstep: Class 7 contains 13963 members 
Mstep: Class 8 contains 14134 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 13958 members 
Mstep: Class 11 contains 13984 members 
Mstep: Class 12 contains 13945 members 
Mstep: Class 13 contains 13979 members 
Mstep: Class 14 contains 13936 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 13996 members 
Mstep: Class 17 contains 13918 members 
Mstep: Class 18 contains 14141 members 
Mstep: Class 19 contains 14117 members 
Mstep: Class 20 contains 13911 members 
Mstep: Class 21 contains 14058 members 
Mstep: Class 22 contains 13912 members 
Mstep: Class 23 contains 14203 members 
Mstep: Class 24 contains 13962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 149.923462 but Gain 3155.820312
Score: -40570268.000000 Penalty: 72583.757812
Iteration 0F: 24 clusters Score -4.057027e+07 nChanged 319806
Entering Unmasked Mstep 
Mstep: Class 0 contains 984 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 15524 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 7 contains 12902 members 
Mstep: Class 8 contains 10747 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 11320 members 
Mstep: Class 11 contains 19961 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 5132 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 2767 members 
Mstep: Class 16 contains 49097 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 18125 members 
Mstep: Class 19 contains 44064 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 10227 members 
Mstep: Class 22 contains 16409 members 
Mstep: Class 23 contains 15185 members 
Mstep: Class 24 contains 42837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1459.901978 but Gain 3155.812500
Score: -42065380.000000 Penalty: 69427.945312
Iteration 1F: 23 clusters Score -4.206538e+07 nChanged 144898
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 16845 members 
Mstep: Class 5 contains 18048 members 
Mstep: Class 7 contains 6690 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 10 contains 8325 members 
Mstep: Class 11 contains 14926 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 77673 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 22619 members 
Mstep: Class 19 contains 43502 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 7463 members 
Mstep: Class 22 contains 16330 members 
Mstep: Class 23 contains 10393 members 
Mstep: Class 24 contains 52651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 578.547974 but Gain 3155.812500
Score: -42500764.000000 Penalty: 66272.132812
Iteration 2F: 22 clusters Score -4.250076e+07 nChanged 97666
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 18931 members 
Mstep: Class 5 contains 29291 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 3076 members 
Mstep: Class 10 contains 8410 members 
Mstep: Class 11 contains 11454 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 99066 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 20095 members 
Mstep: Class 19 contains 36468 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 6081 members 
Mstep: Class 22 contains 12912 members 
Mstep: Class 23 contains 7608 members 
Mstep: Class 24 contains 49434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1435.076660 but Gain 3155.820312
Score: -42670416.000000 Penalty: 63116.312500
Iteration 3F: 21 clusters Score -4.267042e+07 nChanged 69565
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 39088 members 
Mstep: Class 7 contains 4276 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 9330 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 16 contains 120180 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 16519 members 
Mstep: Class 19 contains 27028 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 9155 members 
Mstep: Class 23 contains 5946 members 
Mstep: Class 24 contains 42815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2149.164551 but Gain 3155.812500
Score: -42754592.000000 Penalty: 59960.500000
Iteration 4F: 20 clusters Score -4.275459e+07 nChanged 45311
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9299 members 
Mstep: Class 3 contains 6872 members 
Mstep: Class 4 contains 23699 members 
Mstep: Class 5 contains 42936 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 10 contains 9909 members 
Mstep: Class 11 contains 8696 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 136472 members 
Mstep: Class 17 contains 2026 members 
Mstep: Class 18 contains 14216 members 
Mstep: Class 19 contains 19209 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 3048 members 
Mstep: Class 22 contains 6670 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 37001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1859.213867 but Gain 3155.816406
Score: -42802136.000000 Penalty: 56804.683594
Iteration 5F: 19 clusters Score -4.280214e+07 nChanged 28453
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10128 members 
Mstep: Class 3 contains 7538 members 
Mstep: Class 4 contains 24394 members 
Mstep: Class 5 contains 44501 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 8623 members 
Mstep: Class 13 contains 1420 members 
Mstep: Class 15 contains 1453 members 
Mstep: Class 16 contains 145989 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 19 contains 15105 members 
Mstep: Class 20 contains 3173 members 
Mstep: Class 21 contains 2890 members 
Mstep: Class 22 contains 5225 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 33405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42827264.000000 Penalty: 56804.683594
Iteration 6F: 19 clusters Score -4.282726e+07 nChanged 17343
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10681 members 
Mstep: Class 3 contains 8243 members 
Mstep: Class 4 contains 24376 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 10 contains 10445 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 13 contains 1426 members 
Mstep: Class 15 contains 1451 members 
Mstep: Class 16 contains 150283 members 
Mstep: Class 18 contains 11833 members 
Mstep: Class 19 contains 13455 members 
Mstep: Class 20 contains 3151 members 
Mstep: Class 21 contains 2899 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 3904 members 
Mstep: Class 24 contains 31367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42838792.000000 Penalty: 56804.683594
Iteration 7F: 19 clusters Score -4.283879e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11044 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 23973 members 
Mstep: Class 5 contains 44711 members 
Mstep: Class 7 contains 3479 members 
Mstep: Class 10 contains 10757 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 152566 members 
Mstep: Class 18 contains 11444 members 
Mstep: Class 19 contains 12743 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 21 contains 2963 members 
Mstep: Class 22 contains 3566 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 30128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42845180.000000 Penalty: 56804.683594
Iteration 8Q: 19 clusters Score -4.284518e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 9546 members 
Mstep: Class 4 contains 23360 members 
Mstep: Class 5 contains 44621 members 
Mstep: Class 7 contains 3404 members 
Mstep: Class 10 contains 11053 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 153979 members 
Mstep: Class 18 contains 11294 members 
Mstep: Class 19 contains 12349 members 
Mstep: Class 20 contains 3067 members 
Mstep: Class 21 contains 3017 members 
Mstep: Class 22 contains 3128 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 29166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42849876.000000 Penalty: 56804.683594
Iteration 9Q: 19 clusters Score -4.284988e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11621 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 22634 members 
Mstep: Class 5 contains 44565 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 11317 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 154786 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 12207 members 
Mstep: Class 20 contains 3104 members 
Mstep: Class 21 contains 3042 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 2797 members 
Mstep: Class 24 contains 28285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42853432.000000 Penalty: 56804.683594
Iteration 10Q: 19 clusters Score -4.285343e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11902 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 21793 members 
Mstep: Class 5 contains 44522 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 10 contains 11504 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 155226 members 
Mstep: Class 18 contains 11477 members 
Mstep: Class 19 contains 12275 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 3067 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 27542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42856104.000000 Penalty: 56804.683594
Iteration 11Q: 19 clusters Score -4.28561e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12211 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 20824 members 
Mstep: Class 5 contains 44435 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 10 contains 11704 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 155475 members 
Mstep: Class 18 contains 11692 members 
Mstep: Class 19 contains 12446 members 
Mstep: Class 20 contains 3264 members 
Mstep: Class 21 contains 3100 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 26897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42858440.000000 Penalty: 56804.683594
Iteration 12Q: 19 clusters Score -4.285844e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12514 members 
Mstep: Class 3 contains 11200 members 
Mstep: Class 4 contains 19777 members 
Mstep: Class 5 contains 44382 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 10 contains 11849 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 155570 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 3128 members 
Mstep: Class 22 contains 2215 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 26316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42860748.000000 Penalty: 56804.683594
Iteration 13Q: 19 clusters Score -4.286075e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12815 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 18714 members 
Mstep: Class 5 contains 44329 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 10 contains 11988 members 
Mstep: Class 11 contains 11059 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 155548 members 
Mstep: Class 18 contains 12269 members 
Mstep: Class 19 contains 12952 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 3136 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 25873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42863024.000000 Penalty: 56804.683594
Iteration 14Q: 19 clusters Score -4.286302e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13080 members 
Mstep: Class 3 contains 11825 members 
Mstep: Class 4 contains 17566 members 
Mstep: Class 5 contains 44264 members 
Mstep: Class 7 contains 2975 members 
Mstep: Class 10 contains 12117 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 155446 members 
Mstep: Class 18 contains 12582 members 
Mstep: Class 19 contains 13206 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 3187 members 
Mstep: Class 22 contains 2009 members 
Mstep: Class 23 contains 2125 members 
Mstep: Class 24 contains 25541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42865720.000000 Penalty: 56804.683594
Iteration 15Q: 19 clusters Score -4.286572e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13341 members 
Mstep: Class 3 contains 12061 members 
Mstep: Class 4 contains 16469 members 
Mstep: Class 5 contains 44181 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 10 contains 12205 members 
Mstep: Class 11 contains 11350 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 155345 members 
Mstep: Class 18 contains 12914 members 
Mstep: Class 19 contains 13481 members 
Mstep: Class 20 contains 3995 members 
Mstep: Class 21 contains 3208 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 25328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42868004.000000 Penalty: 56804.683594
Iteration 16Q: 19 clusters Score -4.2868e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13591 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 15479 members 
Mstep: Class 5 contains 44077 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 10 contains 12264 members 
Mstep: Class 11 contains 11409 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 155251 members 
Mstep: Class 18 contains 13192 members 
Mstep: Class 19 contains 13703 members 
Mstep: Class 20 contains 4263 members 
Mstep: Class 21 contains 3250 members 
Mstep: Class 22 contains 1858 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 25171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42870336.000000 Penalty: 56804.683594
Iteration 17Q: 19 clusters Score -4.287034e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13852 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 14670 members 
Mstep: Class 5 contains 43948 members 
Mstep: Class 7 contains 2749 members 
Mstep: Class 10 contains 12304 members 
Mstep: Class 11 contains 11485 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 155076 members 
Mstep: Class 18 contains 13371 members 
Mstep: Class 19 contains 13794 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 1816 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 25141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42872320.000000 Penalty: 56804.683594
Iteration 18Q: 19 clusters Score -4.287232e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 14083 members 
Mstep: Class 3 contains 12596 members 
Mstep: Class 4 contains 13937 members 
Mstep: Class 5 contains 43864 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 10 contains 12336 members 
Mstep: Class 11 contains 11591 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 154906 members 
Mstep: Class 18 contains 13482 members 
Mstep: Class 19 contains 13818 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 3359 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 25150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42874056.000000 Penalty: 56804.683594
Iteration 19Q: 19 clusters Score -4.287406e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 13251 members 
Mstep: Class 5 contains 43804 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 10 contains 12362 members 
Mstep: Class 11 contains 11690 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 154742 members 
Mstep: Class 18 contains 13590 members 
Mstep: Class 19 contains 13786 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 3410 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 25175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42875916.000000 Penalty: 56804.683594
Iteration 20F: 19 clusters Score -4.287592e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14538 members 
Mstep: Class 3 contains 12864 members 
Mstep: Class 4 contains 12544 members 
Mstep: Class 5 contains 43716 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 10 contains 12396 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 154589 members 
Mstep: Class 18 contains 13650 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 5237 members 
Mstep: Class 21 contains 3509 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 25192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42877196.000000 Penalty: 56804.683594
Iteration 21Q: 19 clusters Score -4.28772e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 14782 members 
Mstep: Class 3 contains 12986 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 43638 members 
Mstep: Class 7 contains 2498 members 
Mstep: Class 10 contains 12453 members 
Mstep: Class 11 contains 12253 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 154419 members 
Mstep: Class 18 contains 13670 members 
Mstep: Class 19 contains 13514 members 
Mstep: Class 20 contains 5482 members 
Mstep: Class 21 contains 3589 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 25180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42878420.000000 Penalty: 56804.683594
Iteration 22Q: 19 clusters Score -4.287842e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 13069 members 
Mstep: Class 4 contains 11343 members 
Mstep: Class 5 contains 43542 members 
Mstep: Class 7 contains 2449 members 
Mstep: Class 10 contains 12475 members 
Mstep: Class 11 contains 12453 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 154256 members 
Mstep: Class 18 contains 13718 members 
Mstep: Class 19 contains 13386 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 3673 members 
Mstep: Class 22 contains 1688 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 25214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42879032.000000 Penalty: 56804.683594
Iteration 23Q: 19 clusters Score -4.287903e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15235 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 10844 members 
Mstep: Class 5 contains 43477 members 
Mstep: Class 7 contains 2393 members 
Mstep: Class 10 contains 12508 members 
Mstep: Class 11 contains 12603 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 154116 members 
Mstep: Class 18 contains 13764 members 
Mstep: Class 19 contains 13277 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 3765 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 2009 members 
Mstep: Class 24 contains 25264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42879652.000000 Penalty: 56804.683594
Iteration 24Q: 19 clusters Score -4.287965e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15423 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 10419 members 
Mstep: Class 5 contains 43426 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 10 contains 12526 members 
Mstep: Class 11 contains 12752 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153955 members 
Mstep: Class 18 contains 13803 members 
Mstep: Class 19 contains 13170 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 3835 members 
Mstep: Class 22 contains 1634 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 25324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42880140.000000 Penalty: 56804.683594
Iteration 25Q: 19 clusters Score -4.288014e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15629 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 5 contains 43401 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 10 contains 12560 members 
Mstep: Class 11 contains 12889 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153779 members 
Mstep: Class 18 contains 13866 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 6199 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 1610 members 
Mstep: Class 23 contains 1980 members 
Mstep: Class 24 contains 25384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42880532.000000 Penalty: 56804.683594
Iteration 26Q: 19 clusters Score -4.288053e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 15803 members 
Mstep: Class 3 contains 13142 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 43380 members 
Mstep: Class 7 contains 2220 members 
Mstep: Class 10 contains 12621 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153658 members 
Mstep: Class 18 contains 13935 members 
Mstep: Class 19 contains 12990 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 25435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42880956.000000 Penalty: 56804.683594
Iteration 27Q: 19 clusters Score -4.288096e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15973 members 
Mstep: Class 3 contains 13116 members 
Mstep: Class 4 contains 9359 members 
Mstep: Class 5 contains 43375 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 10 contains 12668 members 
Mstep: Class 11 contains 13093 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153491 members 
Mstep: Class 18 contains 14014 members 
Mstep: Class 19 contains 12917 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 3974 members 
Mstep: Class 22 contains 1545 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 25498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42881204.000000 Penalty: 56804.683594
Iteration 28Q: 19 clusters Score -4.28812e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 16125 members 
Mstep: Class 3 contains 13097 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 43359 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 13165 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153368 members 
Mstep: Class 18 contains 14077 members 
Mstep: Class 19 contains 12857 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 21 contains 3991 members 
Mstep: Class 22 contains 1533 members 
Mstep: Class 23 contains 1954 members 
Mstep: Class 24 contains 25523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42881556.000000 Penalty: 56804.683594
Iteration 29Q: 19 clusters Score -4.288156e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16275 members 
Mstep: Class 3 contains 13091 members 
Mstep: Class 4 contains 8838 members 
Mstep: Class 5 contains 43342 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 10 contains 12794 members 
Mstep: Class 11 contains 13176 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153221 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 12823 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 4011 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 1937 members 
Mstep: Class 24 contains 25560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42881864.000000 Penalty: 56804.683594
Iteration 30Q: 19 clusters Score -4.288186e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 16420 members 
Mstep: Class 3 contains 13096 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 43326 members 
Mstep: Class 7 contains 2124 members 
Mstep: Class 10 contains 12862 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153103 members 
Mstep: Class 18 contains 14232 members 
Mstep: Class 19 contains 12800 members 
Mstep: Class 20 contains 6738 members 
Mstep: Class 21 contains 4029 members 
Mstep: Class 22 contains 1506 members 
Mstep: Class 23 contains 1922 members 
Mstep: Class 24 contains 25596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42882108.000000 Penalty: 56804.683594
Iteration 31Q: 19 clusters Score -4.288211e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 16546 members 
Mstep: Class 3 contains 13061 members 
Mstep: Class 4 contains 8328 members 
Mstep: Class 5 contains 43302 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 13274 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152987 members 
Mstep: Class 18 contains 14334 members 
Mstep: Class 19 contains 12785 members 
Mstep: Class 20 contains 6805 members 
Mstep: Class 21 contains 4033 members 
Mstep: Class 22 contains 1504 members 
Mstep: Class 23 contains 1900 members 
Mstep: Class 24 contains 25625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42882344.000000 Penalty: 56804.683594
Iteration 32Q: 19 clusters Score -4.288234e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 16668 members 
Mstep: Class 3 contains 13048 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 43295 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 10 contains 12970 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152845 members 
Mstep: Class 18 contains 14451 members 
Mstep: Class 19 contains 12766 members 
Mstep: Class 20 contains 6863 members 
Mstep: Class 21 contains 4051 members 
Mstep: Class 22 contains 1500 members 
Mstep: Class 23 contains 1888 members 
Mstep: Class 24 contains 25662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42882428.000000 Penalty: 56804.683594
Iteration 33Q: 19 clusters Score -4.288243e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 16794 members 
Mstep: Class 3 contains 13010 members 
Mstep: Class 4 contains 7862 members 
Mstep: Class 5 contains 43281 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 10 contains 13025 members 
Mstep: Class 11 contains 13328 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152724 members 
Mstep: Class 18 contains 14562 members 
Mstep: Class 19 contains 12750 members 
Mstep: Class 20 contains 6925 members 
Mstep: Class 21 contains 4062 members 
Mstep: Class 22 contains 1500 members 
Mstep: Class 23 contains 1874 members 
Mstep: Class 24 contains 25691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42882596.000000 Penalty: 56804.683594
Iteration 34Q: 19 clusters Score -4.28826e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 16920 members 
Mstep: Class 3 contains 12974 members 
Mstep: Class 4 contains 7640 members 
Mstep: Class 5 contains 43276 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 11 contains 13349 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152619 members 
Mstep: Class 18 contains 14672 members 
Mstep: Class 19 contains 12741 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4074 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 25719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42882632.000000 Penalty: 56804.683594
Iteration 35Q: 19 clusters Score -4.288263e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 17038 members 
Mstep: Class 3 contains 12954 members 
Mstep: Class 4 contains 7426 members 
Mstep: Class 5 contains 43274 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 10 contains 13079 members 
Mstep: Class 11 contains 13359 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152513 members 
Mstep: Class 18 contains 14802 members 
Mstep: Class 19 contains 12727 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 1503 members 
Mstep: Class 23 contains 1849 members 
Mstep: Class 24 contains 25725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42882804.000000 Penalty: 56804.683594
Iteration 36Q: 19 clusters Score -4.28828e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 17129 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 7221 members 
Mstep: Class 5 contains 43276 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 10 contains 13106 members 
Mstep: Class 11 contains 13356 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152423 members 
Mstep: Class 18 contains 14952 members 
Mstep: Class 19 contains 12716 members 
Mstep: Class 20 contains 7097 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 1508 members 
Mstep: Class 23 contains 1843 members 
Mstep: Class 24 contains 25739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883008.000000 Penalty: 56804.683594
Iteration 37Q: 19 clusters Score -4.288301e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 17228 members 
Mstep: Class 3 contains 12897 members 
Mstep: Class 4 contains 6991 members 
Mstep: Class 5 contains 43279 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 10 contains 13132 members 
Mstep: Class 11 contains 13344 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152342 members 
Mstep: Class 18 contains 15128 members 
Mstep: Class 19 contains 12712 members 
Mstep: Class 20 contains 7156 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 23 contains 1839 members 
Mstep: Class 24 contains 25742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42883276.000000 Penalty: 56804.683594
Iteration 38Q: 19 clusters Score -4.288328e+07 nChanged 724
Entering ConstructFrom: 
Score: -42883276.000000 Penalty: 56804.683594
Entering ConstructFrom: 
Trying to split cluster 1 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -475736.125000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -475736.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -472033.500000 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -472033.5 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -472880.093750 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -472880.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -473072.187500 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -473072.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -473169.625000 Penalty: 4076.785645
	Iteration 3Q: 3 clusters Score -473169.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -473235.625000 Penalty: 4076.785645
	Iteration 4Q: 3 clusters Score -473235.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -473280.125000 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -473280.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -473314.343750 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -473314.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -473344.218750 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -473344.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -473369.031250 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -473369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -473394.625000 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -473394.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -473418.593750 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -473418.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -473435.687500 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -473435.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -473451.718750 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -473451.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -473473.218750 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -473473.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -473503.281250 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -473503.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -473536.156250 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -473536.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -473567.562500 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -473567.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -473601.562500 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -473601.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -473632.406250 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -473632.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -473663.750000 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -473663.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -473699.687500 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -473699.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -473734.000000 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -473734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -473775.000000 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -473775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -473801.281250 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -473801.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -473821.281250 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -473821.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -473842.687500 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -473842.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -473858.687500 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -473858.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -473872.687500 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -473872.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -473884.343750 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -473884.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -473896.281250 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -473896.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -473904.968750 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -473905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -473912.000000 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -473912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -473922.500000 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -473922.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -473929.750000 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -473929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -473937.468750 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -473937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -473946.218750 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -473946.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -473955.125000 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -473955.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -473961.062500 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -473961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -473964.343750 Penalty: 4076.785645
	Iteration 38Q: 3 clusters Score -473964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -473963.250000 Penalty: 4076.785645
	Iteration 39Q: 3 clusters Score -473963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -473964.812500 Penalty: 4076.785645
	Iteration 40F: 3 clusters Score -473964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -473966.687500 Penalty: 4076.785645
	Iteration 41Q: 3 clusters Score -473966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -473969.968750 Penalty: 4076.785645
	Iteration 42Q: 3 clusters Score -473970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -473972.062500 Penalty: 4076.785645
	Iteration 43Q: 3 clusters Score -473972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -473973.406250 Penalty: 4076.785645
	Iteration 44Q: 3 clusters Score -473973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -473975.375000 Penalty: 4076.785645
	Iteration 45Q: 3 clusters Score -473975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -473977.343750 Penalty: 4076.785645
	Iteration 46Q: 3 clusters Score -473977.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -473978.687500 Penalty: 4076.785645
	Iteration 47Q: 3 clusters Score -473978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -473979.125000 Penalty: 4076.785645
	Iteration 48Q: 3 clusters Score -473979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -473979.125000 Penalty: 4076.785645
	Iteration 49F: 3 clusters Score -473979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Entering Unmasked Estep 
Score: -2160019.750000 Penalty: 2420.456543
	Iteration 0F: 2 clusters Score -2160020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2147623.500000 Penalty: 4840.913086
	Iteration 0F: 3 clusters Score -2147624 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2151598.750000 Penalty: 4840.913086
	Iteration 1F: 3 clusters Score -2151599 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2151985.000000 Penalty: 4840.913086
	Iteration 2F: 3 clusters Score -2151985 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2152291.250000 Penalty: 4840.913086
	Iteration 3Q: 3 clusters Score -2152291 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2152565.000000 Penalty: 4840.913086
	Iteration 4Q: 3 clusters Score -2152565 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2152827.250000 Penalty: 4840.913086
	Iteration 5Q: 3 clusters Score -2152827 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2153071.000000 Penalty: 4840.913086
	Iteration 6Q: 3 clusters Score -2153071 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2153281.000000 Penalty: 4840.913086
	Iteration 7Q: 3 clusters Score -2153281 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2153485.500000 Penalty: 4840.913086
	Iteration 8Q: 3 clusters Score -2153486 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2153688.250000 Penalty: 4840.913086
	Iteration 9Q: 3 clusters Score -2153688 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2153876.250000 Penalty: 4840.913086
	Iteration 10Q: 3 clusters Score -2153876 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2154082.500000 Penalty: 4840.913086
	Iteration 11Q: 3 clusters Score -2154082 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2154321.500000 Penalty: 4840.913086
	Iteration 12Q: 3 clusters Score -2154322 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2154569.500000 Penalty: 4840.913086
	Iteration 13Q: 3 clusters Score -2154570 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2154849.000000 Penalty: 4840.913086
	Iteration 14Q: 3 clusters Score -2154849 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2155139.750000 Penalty: 4840.913086
	Iteration 15Q: 3 clusters Score -2155140 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2155463.500000 Penalty: 4840.913086
	Iteration 16Q: 3 clusters Score -2155464 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2155765.250000 Penalty: 4840.913086
	Iteration 17Q: 3 clusters Score -2155765 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2156021.500000 Penalty: 4840.913086
	Iteration 18Q: 3 clusters Score -2156022 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2156221.500000 Penalty: 4840.913086
	Iteration 19Q: 3 clusters Score -2156222 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2156366.000000 Penalty: 4840.913086
	Iteration 20F: 3 clusters Score -2156366 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2156479.750000 Penalty: 4840.913086
	Iteration 21Q: 3 clusters Score -2156480 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2156544.000000 Penalty: 4840.913086
	Iteration 22Q: 3 clusters Score -2156544 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2156578.500000 Penalty: 4840.913086
	Iteration 23Q: 3 clusters Score -2156578 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2156632.000000 Penalty: 4840.913086
	Iteration 24Q: 3 clusters Score -2156632 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2156673.750000 Penalty: 4840.913086
	Iteration 25Q: 3 clusters Score -2156674 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2156699.000000 Penalty: 4840.913086
	Iteration 26Q: 3 clusters Score -2156699 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2156739.500000 Penalty: 4840.913086
	Iteration 27Q: 3 clusters Score -2156740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2156753.250000 Penalty: 4840.913086
	Iteration 28Q: 3 clusters Score -2156753 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2156776.500000 Penalty: 4840.913086
	Iteration 29Q: 3 clusters Score -2156776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2156792.000000 Penalty: 4840.913086
	Iteration 30Q: 3 clusters Score -2156792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2156813.000000 Penalty: 4840.913086
	Iteration 31Q: 3 clusters Score -2156813 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2156840.750000 Penalty: 4840.913086
	Iteration 32Q: 3 clusters Score -2156841 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2156858.250000 Penalty: 4840.913086
	Iteration 33Q: 3 clusters Score -2156858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2156886.750000 Penalty: 4840.913086
	Iteration 34Q: 3 clusters Score -2156887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2156909.500000 Penalty: 4840.913086
	Iteration 35Q: 3 clusters Score -2156910 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2156932.250000 Penalty: 4840.913086
	Iteration 36Q: 3 clusters Score -2156932 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2156962.000000 Penalty: 4840.913086
	Iteration 37Q: 3 clusters Score -2156962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2156994.500000 Penalty: 4840.913086
	Iteration 38Q: 3 clusters Score -2156994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2157007.250000 Penalty: 4840.913086
	Iteration 39Q: 3 clusters Score -2157007 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2157041.000000 Penalty: 4840.913086
	Iteration 40F: 3 clusters Score -2157041 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2157065.750000 Penalty: 4840.913086
	Iteration 41Q: 3 clusters Score -2157066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2157094.750000 Penalty: 4840.913086
	Iteration 42Q: 3 clusters Score -2157095 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2157115.000000 Penalty: 4840.913086
	Iteration 43Q: 3 clusters Score -2157115 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2157145.750000 Penalty: 4840.913086
	Iteration 44Q: 3 clusters Score -2157146 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2157199.000000 Penalty: 4840.913086
	Iteration 45Q: 3 clusters Score -2157199 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2157266.500000 Penalty: 4840.913086
	Iteration 46Q: 3 clusters Score -2157266 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2157346.750000 Penalty: 4840.913086
	Iteration 47Q: 3 clusters Score -2157347 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2157453.000000 Penalty: 4840.913086
	Iteration 48Q: 3 clusters Score -2157453 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2157528.750000 Penalty: 4840.913086
	Iteration 49Q: 3 clusters Score -2157529 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2157596.000000 Penalty: 4840.913086
	Iteration 50Q: 3 clusters Score -2157596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2157651.500000 Penalty: 4840.913086
	Iteration 51Q: 3 clusters Score -2157652 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2157693.500000 Penalty: 4840.913086
	Iteration 52Q: 3 clusters Score -2157694 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2157717.250000 Penalty: 4840.913086
	Iteration 53Q: 3 clusters Score -2157717 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2157745.750000 Penalty: 4840.913086
	Iteration 54Q: 3 clusters Score -2157746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2157763.250000 Penalty: 4840.913086
	Iteration 55Q: 3 clusters Score -2157763 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2157777.750000 Penalty: 4840.913086
	Iteration 56Q: 3 clusters Score -2157778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2157793.250000 Penalty: 4840.913086
	Iteration 57Q: 3 clusters Score -2157793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2157795.750000 Penalty: 4840.913086
	Iteration 58Q: 3 clusters Score -2157796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2157803.250000 Penalty: 4840.913086
	Iteration 59Q: 3 clusters Score -2157803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2157815.500000 Penalty: 4840.913086
	Iteration 60F: 3 clusters Score -2157816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2157811.750000 Penalty: 4840.913086
	Iteration 61Q: 3 clusters Score -2157812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2157823.250000 Penalty: 4840.913086
	Iteration 62Q: 3 clusters Score -2157823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2157826.500000 Penalty: 4840.913086
	Iteration 63Q: 3 clusters Score -2157826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2157822.000000 Penalty: 4840.913086
	Iteration 64Q: 3 clusters Score -2157822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2157820.500000 Penalty: 4840.913086
	Iteration 65Q: 3 clusters Score -2157820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2157824.500000 Penalty: 4840.913086
	Iteration 66Q: 3 clusters Score -2157824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2157827.000000 Penalty: 4840.913086
	Iteration 67Q: 3 clusters Score -2157827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2157829.250000 Penalty: 4840.913086
	Iteration 68Q: 3 clusters Score -2157829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2157827.500000 Penalty: 4840.913086
	Iteration 69Q: 3 clusters Score -2157828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2157824.000000 Penalty: 4840.913086
	Iteration 70Q: 3 clusters Score -2157824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2157825.250000 Penalty: 4840.913086
	Iteration 71Q: 3 clusters Score -2157825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2157825.250000 Penalty: 4840.913086
	Iteration 72Q: 3 clusters Score -2157825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2157831.250000 Penalty: 4840.913086
	Iteration 73Q: 3 clusters Score -2157831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2157823.000000 Penalty: 4840.913086
	Iteration 74Q: 3 clusters Score -2157823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2157823.750000 Penalty: 4840.913086
	Iteration 75Q: 3 clusters Score -2157824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2157827.250000 Penalty: 4840.913086
	Iteration 76Q: 3 clusters Score -2157827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2157831.500000 Penalty: 4840.913086
	Iteration 77Q: 3 clusters Score -2157832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2157828.000000 Penalty: 4840.913086
	Iteration 78Q: 3 clusters Score -2157828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2157827.750000 Penalty: 4840.913086
	Iteration 79Q: 3 clusters Score -2157828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2157830.250000 Penalty: 4840.913086
	Iteration 80F: 3 clusters Score -2157830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2157833.750000 Penalty: 4840.913086
	Iteration 81Q: 3 clusters Score -2157834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2157831.750000 Penalty: 4840.913086
	Iteration 82Q: 3 clusters Score -2157832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2157831.000000 Penalty: 4840.913086
	Iteration 83Q: 3 clusters Score -2157831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2157828.750000 Penalty: 4840.913086
	Iteration 84Q: 3 clusters Score -2157829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2157830.500000 Penalty: 4840.913086
	Iteration 85Q: 3 clusters Score -2157830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2157835.000000 Penalty: 4840.913086
	Iteration 86Q: 3 clusters Score -2157835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2157834.750000 Penalty: 4840.913086
	Iteration 87Q: 3 clusters Score -2157835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2157832.500000 Penalty: 4840.913086
	Iteration 88Q: 3 clusters Score -2157832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2157836.750000 Penalty: 4840.913086
	Iteration 89Q: 3 clusters Score -2157837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2157837.750000 Penalty: 4840.913086
	Iteration 90Q: 3 clusters Score -2157838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2157835.250000 Penalty: 4840.913086
	Iteration 91Q: 3 clusters Score -2157835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2157835.000000 Penalty: 4840.913086
	Iteration 92Q: 3 clusters Score -2157835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2157835.000000 Penalty: 4840.913086
	Iteration 93F: 3 clusters Score -2157835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Entering Unmasked Estep 
Score: -1647610.750000 Penalty: 2346.391357
	Iteration 0F: 2 clusters Score -1647611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1638057.500000 Penalty: 4692.782715
	Iteration 0F: 3 clusters Score -1638058 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1640857.500000 Penalty: 4692.782715
	Iteration 1F: 3 clusters Score -1640858 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1641149.250000 Penalty: 4692.782715
	Iteration 2F: 3 clusters Score -1641149 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1641392.625000 Penalty: 4692.782715
	Iteration 3Q: 3 clusters Score -1641393 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1641614.000000 Penalty: 4692.782715
	Iteration 4Q: 3 clusters Score -1641614 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1641801.625000 Penalty: 4692.782715
	Iteration 5Q: 3 clusters Score -1641802 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1641985.625000 Penalty: 4692.782715
	Iteration 6Q: 3 clusters Score -1641986 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1642159.875000 Penalty: 4692.782715
	Iteration 7Q: 3 clusters Score -1642160 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1642337.250000 Penalty: 4692.782715
	Iteration 8Q: 3 clusters Score -1642337 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1642498.125000 Penalty: 4692.782715
	Iteration 9Q: 3 clusters Score -1642498 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1642684.125000 Penalty: 4692.782715
	Iteration 10Q: 3 clusters Score -1642684 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1642904.000000 Penalty: 4692.782715
	Iteration 11Q: 3 clusters Score -1642904 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1643157.500000 Penalty: 4692.782715
	Iteration 12Q: 3 clusters Score -1643158 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1643429.875000 Penalty: 4692.782715
	Iteration 13Q: 3 clusters Score -1643430 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1643729.125000 Penalty: 4692.782715
	Iteration 14Q: 3 clusters Score -1643729 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1644073.875000 Penalty: 4692.782715
	Iteration 15Q: 3 clusters Score -1644074 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1644404.250000 Penalty: 4692.782715
	Iteration 16Q: 3 clusters Score -1644404 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1644671.500000 Penalty: 4692.782715
	Iteration 17Q: 3 clusters Score -1644672 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1644897.875000 Penalty: 4692.782715
	Iteration 18Q: 3 clusters Score -1644898 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1645069.625000 Penalty: 4692.782715
	Iteration 19Q: 3 clusters Score -1645070 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1645221.250000 Penalty: 4692.782715
	Iteration 20F: 3 clusters Score -1645221 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1645318.875000 Penalty: 4692.782715
	Iteration 21Q: 3 clusters Score -1645319 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1645396.000000 Penalty: 4692.782715
	Iteration 22Q: 3 clusters Score -1645396 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1645452.625000 Penalty: 4692.782715
	Iteration 23Q: 3 clusters Score -1645453 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1645497.625000 Penalty: 4692.782715
	Iteration 24Q: 3 clusters Score -1645498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1645533.375000 Penalty: 4692.782715
	Iteration 25Q: 3 clusters Score -1645533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1645564.250000 Penalty: 4692.782715
	Iteration 26Q: 3 clusters Score -1645564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1645591.000000 Penalty: 4692.782715
	Iteration 27Q: 3 clusters Score -1645591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1645620.250000 Penalty: 4692.782715
	Iteration 28Q: 3 clusters Score -1645620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1645640.875000 Penalty: 4692.782715
	Iteration 29Q: 3 clusters Score -1645641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1645666.375000 Penalty: 4692.782715
	Iteration 30Q: 3 clusters Score -1645666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1645680.875000 Penalty: 4692.782715
	Iteration 31Q: 3 clusters Score -1645681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1645689.875000 Penalty: 4692.782715
	Iteration 32Q: 3 clusters Score -1645690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1645692.000000 Penalty: 4692.782715
	Iteration 33Q: 3 clusters Score -1645692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1645701.750000 Penalty: 4692.782715
	Iteration 34Q: 3 clusters Score -1645702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1645713.000000 Penalty: 4692.782715
	Iteration 35Q: 3 clusters Score -1645713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1645726.500000 Penalty: 4692.782715
	Iteration 36Q: 3 clusters Score -1645726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1645728.625000 Penalty: 4692.782715
	Iteration 37Q: 3 clusters Score -1645729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1645739.375000 Penalty: 4692.782715
	Iteration 38Q: 3 clusters Score -1645739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1645742.625000 Penalty: 4692.782715
	Iteration 39Q: 3 clusters Score -1645743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1645745.750000 Penalty: 4692.782715
	Iteration 40F: 3 clusters Score -1645746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1645753.875000 Penalty: 4692.782715
	Iteration 41Q: 3 clusters Score -1645754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1645755.125000 Penalty: 4692.782715
	Iteration 42Q: 3 clusters Score -1645755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1645761.875000 Penalty: 4692.782715
	Iteration 43Q: 3 clusters Score -1645762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1645758.125000 Penalty: 4692.782715
	Iteration 44Q: 3 clusters Score -1645758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1645764.750000 Penalty: 4692.782715
	Iteration 45Q: 3 clusters Score -1645765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1645764.000000 Penalty: 4692.782715
	Iteration 46Q: 3 clusters Score -1645764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1645768.875000 Penalty: 4692.782715
	Iteration 47Q: 3 clusters Score -1645769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1645772.250000 Penalty: 4692.782715
	Iteration 48Q: 3 clusters Score -1645772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1645774.875000 Penalty: 4692.782715
	Iteration 49Q: 3 clusters Score -1645775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1645775.375000 Penalty: 4692.782715
	Iteration 50Q: 3 clusters Score -1645775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1645778.000000 Penalty: 4692.782715
	Iteration 51Q: 3 clusters Score -1645778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1645777.625000 Penalty: 4692.782715
	Iteration 52Q: 3 clusters Score -1645778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1645777.875000 Penalty: 4692.782715
	Iteration 53Q: 3 clusters Score -1645778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1645778.875000 Penalty: 4692.782715
	Iteration 54Q: 3 clusters Score -1645779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1645782.125000 Penalty: 4692.782715
	Iteration 55Q: 3 clusters Score -1645782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1645779.875000 Penalty: 4692.782715
	Iteration 56Q: 3 clusters Score -1645780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1645782.625000 Penalty: 4692.782715
	Iteration 57Q: 3 clusters Score -1645783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1645789.500000 Penalty: 4692.782715
	Iteration 58Q: 3 clusters Score -1645790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1645789.625000 Penalty: 4692.782715
	Iteration 59Q: 3 clusters Score -1645790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1645794.625000 Penalty: 4692.782715
	Iteration 60F: 3 clusters Score -1645795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1645805.250000 Penalty: 4692.782715
	Iteration 61Q: 3 clusters Score -1645805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1645807.500000 Penalty: 4692.782715
	Iteration 62Q: 3 clusters Score -1645808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1645811.750000 Penalty: 4692.782715
	Iteration 63Q: 3 clusters Score -1645812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1645822.625000 Penalty: 4692.782715
	Iteration 64Q: 3 clusters Score -1645823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1645832.000000 Penalty: 4692.782715
	Iteration 65Q: 3 clusters Score -1645832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1645840.375000 Penalty: 4692.782715
	Iteration 66Q: 3 clusters Score -1645840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1645844.250000 Penalty: 4692.782715
	Iteration 67Q: 3 clusters Score -1645844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1645848.625000 Penalty: 4692.782715
	Iteration 68Q: 3 clusters Score -1645849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1645856.375000 Penalty: 4692.782715
	Iteration 69Q: 3 clusters Score -1645856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1645863.125000 Penalty: 4692.782715
	Iteration 70Q: 3 clusters Score -1645863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1645876.500000 Penalty: 4692.782715
	Iteration 71Q: 3 clusters Score -1645876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1645896.000000 Penalty: 4692.782715
	Iteration 72Q: 3 clusters Score -1645896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1645902.000000 Penalty: 4692.782715
	Iteration 73Q: 3 clusters Score -1645902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1645911.000000 Penalty: 4692.782715
	Iteration 74Q: 3 clusters Score -1645911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1645920.875000 Penalty: 4692.782715
	Iteration 75Q: 3 clusters Score -1645921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1645927.500000 Penalty: 4692.782715
	Iteration 76Q: 3 clusters Score -1645928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1645930.875000 Penalty: 4692.782715
	Iteration 77Q: 3 clusters Score -1645931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1645933.000000 Penalty: 4692.782715
	Iteration 78Q: 3 clusters Score -1645933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1645936.375000 Penalty: 4692.782715
	Iteration 79Q: 3 clusters Score -1645936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1645940.125000 Penalty: 4692.782715
	Iteration 80F: 3 clusters Score -1645940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1645939.250000 Penalty: 4692.782715
	Iteration 81Q: 3 clusters Score -1645939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1645940.750000 Penalty: 4692.782715
	Iteration 82Q: 3 clusters Score -1645941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1645944.375000 Penalty: 4692.782715
	Iteration 83Q: 3 clusters Score -1645944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1645946.250000 Penalty: 4692.782715
	Iteration 84Q: 3 clusters Score -1645946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1645948.250000 Penalty: 4692.782715
	Iteration 85Q: 3 clusters Score -1645948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1645953.125000 Penalty: 4692.782715
	Iteration 86Q: 3 clusters Score -1645953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1645954.250000 Penalty: 4692.782715
	Iteration 87Q: 3 clusters Score -1645954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1645957.500000 Penalty: 4692.782715
	Iteration 88Q: 3 clusters Score -1645958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1645957.750000 Penalty: 4692.782715
	Iteration 89Q: 3 clusters Score -1645958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1645959.125000 Penalty: 4692.782715
	Iteration 90Q: 3 clusters Score -1645959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1645959.125000 Penalty: 4692.782715
	Iteration 91F: 3 clusters Score -1645959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Entering Unmasked Estep 
Score: -895266.375000 Penalty: 2187.716553
	Iteration 0F: 2 clusters Score -895266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -889613.187500 Penalty: 4375.433105
	Iteration 0F: 3 clusters Score -889613.2 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -891006.187500 Penalty: 4375.433105
	Iteration 1F: 3 clusters Score -891006.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -891258.812500 Penalty: 4375.433105
	Iteration 2F: 3 clusters Score -891258.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -891427.312500 Penalty: 4375.433105
	Iteration 3F: 3 clusters Score -891427.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -891546.000000 Penalty: 4375.433105
	Iteration 4Q: 3 clusters Score -891546 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -891642.937500 Penalty: 4375.433105
	Iteration 5Q: 3 clusters Score -891642.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -891742.687500 Penalty: 4375.433105
	Iteration 6Q: 3 clusters Score -891742.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -891866.500000 Penalty: 4375.433105
	Iteration 7Q: 3 clusters Score -891866.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -891997.687500 Penalty: 4375.433105
	Iteration 8Q: 3 clusters Score -891997.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -892126.500000 Penalty: 4375.433105
	Iteration 9Q: 3 clusters Score -892126.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -892264.812500 Penalty: 4375.433105
	Iteration 10Q: 3 clusters Score -892264.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -892433.750000 Penalty: 4375.433105
	Iteration 11Q: 3 clusters Score -892433.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -892627.562500 Penalty: 4375.433105
	Iteration 12Q: 3 clusters Score -892627.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -892916.687500 Penalty: 4375.433105
	Iteration 13Q: 3 clusters Score -892916.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -893436.562500 Penalty: 4375.433105
	Iteration 14Q: 3 clusters Score -893436.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -894137.375000 Penalty: 4375.433105
	Iteration 15Q: 3 clusters Score -894137.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -894863.000000 Penalty: 4375.433105
	Iteration 16Q: 3 clusters Score -894863 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -895093.375000 Penalty: 4375.433105
	Iteration 17Q: 3 clusters Score -895093.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -895122.437500 Penalty: 4375.433105
	Iteration 18Q: 3 clusters Score -895122.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -895131.875000 Penalty: 4375.433105
	Iteration 19Q: 3 clusters Score -895131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -895133.625000 Penalty: 4375.433105
	Iteration 20F: 3 clusters Score -895133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -895136.000000 Penalty: 4375.433105
	Iteration 21Q: 3 clusters Score -895136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -895138.687500 Penalty: 4375.433105
	Iteration 22Q: 3 clusters Score -895138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -895140.687500 Penalty: 4375.433105
	Iteration 23Q: 3 clusters Score -895140.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -895143.125000 Penalty: 4375.433105
	Iteration 24Q: 3 clusters Score -895143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -895143.375000 Penalty: 4375.433105
	Iteration 25Q: 3 clusters Score -895143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -895143.375000 Penalty: 4375.433105
	Iteration 26F: 3 clusters Score -895143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Entering Unmasked Estep 
Score: -5634227.000000 Penalty: 2647.504883
	Iteration 0F: 2 clusters Score -5634227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5605101.500000 Penalty: 5295.009766
	Iteration 0F: 3 clusters Score -5605102 nChanged 19761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5615941.000000 Penalty: 5295.009766
	Iteration 1F: 3 clusters Score -5615941 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -5616496.500000 Penalty: 5295.009766
	Iteration 2Q: 3 clusters Score -5616496 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5617008.500000 Penalty: 5295.009766
	Iteration 3Q: 3 clusters Score -5617008 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -5617538.500000 Penalty: 5295.009766
	Iteration 4Q: 3 clusters Score -5617538 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -5618022.000000 Penalty: 5295.009766
	Iteration 5Q: 3 clusters Score -5618022 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -5618515.500000 Penalty: 5295.009766
	Iteration 6Q: 3 clusters Score -5618516 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5618943.500000 Penalty: 5295.009766
	Iteration 7Q: 3 clusters Score -5618944 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -5619343.500000 Penalty: 5295.009766
	Iteration 8Q: 3 clusters Score -5619344 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -5619698.000000 Penalty: 5295.009766
	Iteration 9Q: 3 clusters Score -5619698 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -5620066.000000 Penalty: 5295.009766
	Iteration 10Q: 3 clusters Score -5620066 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5620441.000000 Penalty: 5295.009766
	Iteration 11Q: 3 clusters Score -5620441 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5620821.500000 Penalty: 5295.009766
	Iteration 12Q: 3 clusters Score -5620822 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -5621331.500000 Penalty: 5295.009766
	Iteration 13Q: 3 clusters Score -5621332 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -5621929.000000 Penalty: 5295.009766
	Iteration 14Q: 3 clusters Score -5621929 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5622682.000000 Penalty: 5295.009766
	Iteration 15Q: 3 clusters Score -5622682 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -5623618.500000 Penalty: 5295.009766
	Iteration 16Q: 3 clusters Score -5623618 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -5624785.000000 Penalty: 5295.009766
	Iteration 17Q: 3 clusters Score -5624785 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -5626132.000000 Penalty: 5295.009766
	Iteration 18Q: 3 clusters Score -5626132 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -5627624.000000 Penalty: 5295.009766
	Iteration 19Q: 3 clusters Score -5627624 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -5628908.000000 Penalty: 5295.009766
	Iteration 20F: 3 clusters Score -5628908 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -5629965.000000 Penalty: 5295.009766
	Iteration 21Q: 3 clusters Score -5629965 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5630738.500000 Penalty: 5295.009766
	Iteration 22Q: 3 clusters Score -5630738 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5631282.000000 Penalty: 5295.009766
	Iteration 23Q: 3 clusters Score -5631282 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5631681.500000 Penalty: 5295.009766
	Iteration 24Q: 3 clusters Score -5631682 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5631956.500000 Penalty: 5295.009766
	Iteration 25Q: 3 clusters Score -5631956 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5632128.500000 Penalty: 5295.009766
	Iteration 26Q: 3 clusters Score -5632128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5632264.500000 Penalty: 5295.009766
	Iteration 27Q: 3 clusters Score -5632264 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5632339.000000 Penalty: 5295.009766
	Iteration 28Q: 3 clusters Score -5632339 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5632400.000000 Penalty: 5295.009766
	Iteration 29Q: 3 clusters Score -5632400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5632434.500000 Penalty: 5295.009766
	Iteration 30Q: 3 clusters Score -5632434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5632460.500000 Penalty: 5295.009766
	Iteration 31Q: 3 clusters Score -5632460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5632498.000000 Penalty: 5295.009766
	Iteration 32Q: 3 clusters Score -5632498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5632523.500000 Penalty: 5295.009766
	Iteration 33Q: 3 clusters Score -5632524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5632538.000000 Penalty: 5295.009766
	Iteration 34Q: 3 clusters Score -5632538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5632555.000000 Penalty: 5295.009766
	Iteration 35Q: 3 clusters Score -5632555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5632558.500000 Penalty: 5295.009766
	Iteration 36Q: 3 clusters Score -5632558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5632566.000000 Penalty: 5295.009766
	Iteration 37Q: 3 clusters Score -5632566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5632561.500000 Penalty: 5295.009766
	Iteration 38Q: 3 clusters Score -5632562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5632563.000000 Penalty: 5295.009766
	Iteration 39Q: 3 clusters Score -5632563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5632561.000000 Penalty: 5295.009766
	Iteration 40F: 3 clusters Score -5632561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5632562.000000 Penalty: 5295.009766
	Iteration 41Q: 3 clusters Score -5632562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5632562.000000 Penalty: 5295.009766
	Iteration 42Q: 3 clusters Score -5632562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5632562.000000 Penalty: 5295.009766
	Iteration 43F: 3 clusters Score -5632562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -250342.843750 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -250342.8 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 1001 members 
Entering Unmasked Estep 
Score: -247672.968750 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -247673 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -248109.843750 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -248109.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -248246.796875 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -248246.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -248304.109375 Penalty: 3774.491699
	Iteration 3Q: 3 clusters Score -248304.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -248333.968750 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -248334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -248357.859375 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -248357.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -248375.890625 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -248375.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -248392.031250 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -248392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -248411.593750 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -248411.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248423.031250 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -248423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -248432.312500 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -248432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -248436.875000 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -248436.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -248439.671875 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -248439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -248441.562500 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -248441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -248443.593750 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -248443.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -248443.593750 Penalty: 3774.491699
	Iteration 15F: 3 clusters Score -248443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Entering Unmasked Estep 
Score: -1698792.125000 Penalty: 2352.321045
	Iteration 0F: 2 clusters Score -1698792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1689004.625000 Penalty: 4704.642090
	Iteration 0F: 3 clusters Score -1689005 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1692069.625000 Penalty: 4704.642090
	Iteration 1F: 3 clusters Score -1692070 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1692487.750000 Penalty: 4704.642090
	Iteration 2F: 3 clusters Score -1692488 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1692781.125000 Penalty: 4704.642090
	Iteration 3F: 3 clusters Score -1692781 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1693036.750000 Penalty: 4704.642090
	Iteration 4Q: 3 clusters Score -1693037 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1693234.250000 Penalty: 4704.642090
	Iteration 5Q: 3 clusters Score -1693234 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1693406.000000 Penalty: 4704.642090
	Iteration 6Q: 3 clusters Score -1693406 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1693554.375000 Penalty: 4704.642090
	Iteration 7Q: 3 clusters Score -1693554 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1693714.500000 Penalty: 4704.642090
	Iteration 8Q: 3 clusters Score -1693714 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1693917.750000 Penalty: 4704.642090
	Iteration 9Q: 3 clusters Score -1693918 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1694136.375000 Penalty: 4704.642090
	Iteration 10Q: 3 clusters Score -1694136 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1694379.000000 Penalty: 4704.642090
	Iteration 11Q: 3 clusters Score -1694379 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1694659.125000 Penalty: 4704.642090
	Iteration 12Q: 3 clusters Score -1694659 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1694957.625000 Penalty: 4704.642090
	Iteration 13Q: 3 clusters Score -1694958 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1695265.500000 Penalty: 4704.642090
	Iteration 14Q: 3 clusters Score -1695266 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1695591.625000 Penalty: 4704.642090
	Iteration 15Q: 3 clusters Score -1695592 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1695895.500000 Penalty: 4704.642090
	Iteration 16Q: 3 clusters Score -1695896 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1696192.375000 Penalty: 4704.642090
	Iteration 17Q: 3 clusters Score -1696192 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1696438.125000 Penalty: 4704.642090
	Iteration 18Q: 3 clusters Score -1696438 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1696638.250000 Penalty: 4704.642090
	Iteration 19Q: 3 clusters Score -1696638 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1696806.625000 Penalty: 4704.642090
	Iteration 20F: 3 clusters Score -1696807 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1696940.250000 Penalty: 4704.642090
	Iteration 21Q: 3 clusters Score -1696940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1697034.750000 Penalty: 4704.642090
	Iteration 22Q: 3 clusters Score -1697035 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1697107.000000 Penalty: 4704.642090
	Iteration 23Q: 3 clusters Score -1697107 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1697170.500000 Penalty: 4704.642090
	Iteration 24Q: 3 clusters Score -1697170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1697215.625000 Penalty: 4704.642090
	Iteration 25Q: 3 clusters Score -1697216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1697246.875000 Penalty: 4704.642090
	Iteration 26Q: 3 clusters Score -1697247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1697283.750000 Penalty: 4704.642090
	Iteration 27Q: 3 clusters Score -1697284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1697302.250000 Penalty: 4704.642090
	Iteration 28Q: 3 clusters Score -1697302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1697324.500000 Penalty: 4704.642090
	Iteration 29Q: 3 clusters Score -1697324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1697339.250000 Penalty: 4704.642090
	Iteration 30Q: 3 clusters Score -1697339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1697344.125000 Penalty: 4704.642090
	Iteration 31Q: 3 clusters Score -1697344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1697357.625000 Penalty: 4704.642090
	Iteration 32Q: 3 clusters Score -1697358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1697371.500000 Penalty: 4704.642090
	Iteration 33Q: 3 clusters Score -1697372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1697382.875000 Penalty: 4704.642090
	Iteration 34Q: 3 clusters Score -1697383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1697387.375000 Penalty: 4704.642090
	Iteration 35Q: 3 clusters Score -1697387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1697389.250000 Penalty: 4704.642090
	Iteration 36Q: 3 clusters Score -1697389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1697393.250000 Penalty: 4704.642090
	Iteration 37Q: 3 clusters Score -1697393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1697397.250000 Penalty: 4704.642090
	Iteration 38Q: 3 clusters Score -1697397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1697401.250000 Penalty: 4704.642090
	Iteration 39Q: 3 clusters Score -1697401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1697400.875000 Penalty: 4704.642090
	Iteration 40F: 3 clusters Score -1697401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1697402.250000 Penalty: 4704.642090
	Iteration 41Q: 3 clusters Score -1697402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1697406.500000 Penalty: 4704.642090
	Iteration 42Q: 3 clusters Score -1697406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1697408.500000 Penalty: 4704.642090
	Iteration 43Q: 3 clusters Score -1697408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1697408.500000 Penalty: 4704.642090
	Iteration 44F: 3 clusters Score -1697408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Entering Unmasked Estep 
Score: -1749246.000000 Penalty: 2355.428955
	Iteration 0F: 2 clusters Score -1749246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1739425.875000 Penalty: 4710.857910
	Iteration 0F: 3 clusters Score -1739426 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1742335.500000 Penalty: 4710.857910
	Iteration 1F: 3 clusters Score -1742336 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1742626.375000 Penalty: 4710.857910
	Iteration 2F: 3 clusters Score -1742626 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1742838.750000 Penalty: 4710.857910
	Iteration 3Q: 3 clusters Score -1742839 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1742989.250000 Penalty: 4710.857910
	Iteration 4Q: 3 clusters Score -1742989 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1743102.750000 Penalty: 4710.857910
	Iteration 5Q: 3 clusters Score -1743103 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1743189.250000 Penalty: 4710.857910
	Iteration 6Q: 3 clusters Score -1743189 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1743261.000000 Penalty: 4710.857910
	Iteration 7Q: 3 clusters Score -1743261 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1743317.250000 Penalty: 4710.857910
	Iteration 8Q: 3 clusters Score -1743317 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1743372.500000 Penalty: 4710.857910
	Iteration 9Q: 3 clusters Score -1743372 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1743414.625000 Penalty: 4710.857910
	Iteration 10Q: 3 clusters Score -1743415 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1743457.125000 Penalty: 4710.857910
	Iteration 11Q: 3 clusters Score -1743457 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1743500.250000 Penalty: 4710.857910
	Iteration 12Q: 3 clusters Score -1743500 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1743531.250000 Penalty: 4710.857910
	Iteration 13Q: 3 clusters Score -1743531 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1743568.125000 Penalty: 4710.857910
	Iteration 14Q: 3 clusters Score -1743568 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1743597.000000 Penalty: 4710.857910
	Iteration 15Q: 3 clusters Score -1743597 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1743627.250000 Penalty: 4710.857910
	Iteration 16Q: 3 clusters Score -1743627 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1743663.625000 Penalty: 4710.857910
	Iteration 17Q: 3 clusters Score -1743664 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1743707.875000 Penalty: 4710.857910
	Iteration 18Q: 3 clusters Score -1743708 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1743741.625000 Penalty: 4710.857910
	Iteration 19Q: 3 clusters Score -1743742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1743781.750000 Penalty: 4710.857910
	Iteration 20F: 3 clusters Score -1743782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1743812.625000 Penalty: 4710.857910
	Iteration 21Q: 3 clusters Score -1743813 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1743848.125000 Penalty: 4710.857910
	Iteration 22Q: 3 clusters Score -1743848 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1743898.750000 Penalty: 4710.857910
	Iteration 23Q: 3 clusters Score -1743899 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1743938.125000 Penalty: 4710.857910
	Iteration 24Q: 3 clusters Score -1743938 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1744001.750000 Penalty: 4710.857910
	Iteration 25Q: 3 clusters Score -1744002 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1744080.000000 Penalty: 4710.857910
	Iteration 26Q: 3 clusters Score -1744080 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1744195.125000 Penalty: 4710.857910
	Iteration 27Q: 3 clusters Score -1744195 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1744350.750000 Penalty: 4710.857910
	Iteration 28Q: 3 clusters Score -1744351 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1744551.500000 Penalty: 4710.857910
	Iteration 29Q: 3 clusters Score -1744552 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1744800.125000 Penalty: 4710.857910
	Iteration 30Q: 3 clusters Score -1744800 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1745125.375000 Penalty: 4710.857910
	Iteration 31Q: 3 clusters Score -1745125 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1745526.000000 Penalty: 4710.857910
	Iteration 32Q: 3 clusters Score -1745526 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1746008.250000 Penalty: 4710.857910
	Iteration 33Q: 3 clusters Score -1746008 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1746458.750000 Penalty: 4710.857910
	Iteration 34Q: 3 clusters Score -1746459 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1746815.875000 Penalty: 4710.857910
	Iteration 35Q: 3 clusters Score -1746816 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1747045.250000 Penalty: 4710.857910
	Iteration 36Q: 3 clusters Score -1747045 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1747179.250000 Penalty: 4710.857910
	Iteration 37Q: 3 clusters Score -1747179 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1747259.750000 Penalty: 4710.857910
	Iteration 38Q: 3 clusters Score -1747260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1747308.250000 Penalty: 4710.857910
	Iteration 39Q: 3 clusters Score -1747308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1747342.750000 Penalty: 4710.857910
	Iteration 40F: 3 clusters Score -1747343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1747363.000000 Penalty: 4710.857910
	Iteration 41Q: 3 clusters Score -1747363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1747378.875000 Penalty: 4710.857910
	Iteration 42Q: 3 clusters Score -1747379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1747383.500000 Penalty: 4710.857910
	Iteration 43Q: 3 clusters Score -1747384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1747387.375000 Penalty: 4710.857910
	Iteration 44Q: 3 clusters Score -1747387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1747383.500000 Penalty: 4710.857910
	Iteration 45Q: 3 clusters Score -1747384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1747386.750000 Penalty: 4710.857910
	Iteration 46Q: 3 clusters Score -1747387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1747386.625000 Penalty: 4710.857910
	Iteration 47Q: 3 clusters Score -1747387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1747387.750000 Penalty: 4710.857910
	Iteration 48Q: 3 clusters Score -1747388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1747394.875000 Penalty: 4710.857910
	Iteration 49Q: 3 clusters Score -1747395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1747396.125000 Penalty: 4710.857910
	Iteration 50Q: 3 clusters Score -1747396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1747398.750000 Penalty: 4710.857910
	Iteration 51Q: 3 clusters Score -1747399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1747397.500000 Penalty: 4710.857910
	Iteration 52Q: 3 clusters Score -1747398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1747397.375000 Penalty: 4710.857910
	Iteration 53Q: 3 clusters Score -1747397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1747398.375000 Penalty: 4710.857910
	Iteration 54Q: 3 clusters Score -1747398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1747396.250000 Penalty: 4710.857910
	Iteration 55Q: 3 clusters Score -1747396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1747398.625000 Penalty: 4710.857910
	Iteration 56Q: 3 clusters Score -1747399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1747399.875000 Penalty: 4710.857910
	Iteration 57Q: 3 clusters Score -1747400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1747398.625000 Penalty: 4710.857910
	Iteration 58Q: 3 clusters Score -1747399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1747397.000000 Penalty: 4710.857910
	Iteration 59Q: 3 clusters Score -1747397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1747397.000000 Penalty: 4710.857910
	Iteration 60F: 3 clusters Score -1747397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -166850.328125 Penalty: 1802.346313
	Iteration 0F: 2 clusters Score -166850.3 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 733 members 
Entering Unmasked Estep 
Score: -164841.906250 Penalty: 3604.692627
	Iteration 0F: 3 clusters Score -164841.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -166075.406250 Penalty: 3604.692627
	Iteration 1F: 3 clusters Score -166075.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -167005.015625 Penalty: 3604.692627
	Iteration 2F: 3 clusters Score -167005 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -167577.203125 Penalty: 3604.692627
	Iteration 3F: 3 clusters Score -167577.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -167914.796875 Penalty: 3604.692627
	Iteration 4Q: 3 clusters Score -167914.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -168069.718750 Penalty: 3604.692627
	Iteration 5Q: 3 clusters Score -168069.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -168098.812500 Penalty: 3604.692627
	Iteration 6Q: 3 clusters Score -168098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -168105.671875 Penalty: 3604.692627
	Iteration 7Q: 3 clusters Score -168105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -168108.765625 Penalty: 3604.692627
	Iteration 8Q: 3 clusters Score -168108.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -168112.031250 Penalty: 3604.692627
	Iteration 9Q: 3 clusters Score -168112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -168114.828125 Penalty: 3604.692627
	Iteration 10F: 3 clusters Score -168114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -168130.000000 Penalty: 3604.692627
	Iteration 11Q: 3 clusters Score -168130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -168132.546875 Penalty: 3604.692627
	Iteration 12Q: 3 clusters Score -168132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -168132.546875 Penalty: 3604.692627
	Iteration 13F: 3 clusters Score -168132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17325 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 43279 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 10 contains 13163 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152263 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 23 contains 1842 members 
Mstep: Class 24 contains 25749 members 
Entering Unmasked Estep 
Score: -42883416.000000 Penalty: 59960.500000
Splitting cluster 13 changes total score from -42883276.000000 to -42883416.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -166054.984375 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -166055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -163979.140625 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -163979.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -164544.531250 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -164544.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -164734.906250 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -164734.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -164833.218750 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -164833.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -164955.171875 Penalty: 3606.420166
	Iteration 4F: 3 clusters Score -164955.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -165096.953125 Penalty: 3606.420166
	Iteration 5Q: 3 clusters Score -165097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -165262.546875 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -165262.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -165415.718750 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -165415.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -165570.562500 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -165570.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -165678.062500 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -165678.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -165798.281250 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -165798.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -165922.609375 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -165922.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -166012.421875 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -166012.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -166093.187500 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -166093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -166140.015625 Penalty: 3606.420166
	Iteration 14Q: 3 clusters Score -166140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -166155.687500 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -166155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -166163.375000 Penalty: 3606.420166
	Iteration 16Q: 3 clusters Score -166163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -166169.500000 Penalty: 3606.420166
	Iteration 17Q: 3 clusters Score -166169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -166186.781250 Penalty: 3606.420166
	Iteration 18F: 3 clusters Score -166186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -166228.390625 Penalty: 3606.420166
	Iteration 19Q: 3 clusters Score -166228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -166249.078125 Penalty: 3606.420166
	Iteration 20F: 3 clusters Score -166249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -166328.390625 Penalty: 3606.420166
	Iteration 21Q: 3 clusters Score -166328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -166347.203125 Penalty: 3606.420166
	Iteration 22Q: 3 clusters Score -166347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -166353.234375 Penalty: 3606.420166
	Iteration 23Q: 3 clusters Score -166353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -166370.375000 Penalty: 3606.420166
	Iteration 24Q: 3 clusters Score -166370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -166376.468750 Penalty: 3606.420166
	Iteration 25Q: 3 clusters Score -166376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -166381.875000 Penalty: 3606.420166
	Iteration 26Q: 3 clusters Score -166381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -166386.546875 Penalty: 3606.420166
	Iteration 27Q: 3 clusters Score -166386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -166390.390625 Penalty: 3606.420166
	Iteration 28Q: 3 clusters Score -166390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -166398.796875 Penalty: 3606.420166
	Iteration 29Q: 3 clusters Score -166398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -166404.578125 Penalty: 3606.420166
	Iteration 30Q: 3 clusters Score -166404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -166404.578125 Penalty: 3606.420166
	Iteration 31F: 3 clusters Score -166404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17325 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 43279 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 10 contains 13163 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 152263 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 23 contains 1842 members 
Mstep: Class 24 contains 25749 members 
Entering Unmasked Estep 
Score: -42882424.000000 Penalty: 63116.312500
Splitting cluster 15 changes total score from -42883276.000000 to -42882424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (152263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152263 members 
Entering Unmasked Estep 
Score: -19948502.000000 Penalty: 2959.474609
	Iteration 0F: 2 clusters Score -1.99485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -19848522.000000 Penalty: 5918.949219
	Iteration 0F: 3 clusters Score -1.984852e+07 nChanged 72920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -19891736.000000 Penalty: 5918.949219
	Iteration 1F: 3 clusters Score -1.989174e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -19894010.000000 Penalty: 5918.949219
	Iteration 2Q: 3 clusters Score -1.989401e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -19897564.000000 Penalty: 5918.949219
	Iteration 3Q: 3 clusters Score -1.989756e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -19902190.000000 Penalty: 5918.949219
	Iteration 4F: 3 clusters Score -1.990219e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -19907904.000000 Penalty: 5918.949219
	Iteration 5F: 3 clusters Score -1.99079e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -19913656.000000 Penalty: 5918.949219
	Iteration 6F: 3 clusters Score -1.991366e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -19918674.000000 Penalty: 5918.949219
	Iteration 7F: 3 clusters Score -1.991867e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 107033 members 
Entering Unmasked Estep 
Score: -19922484.000000 Penalty: 5918.949219
	Iteration 8Q: 3 clusters Score -1.992248e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -19925456.000000 Penalty: 5918.949219
	Iteration 9Q: 3 clusters Score -1.992546e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 111798 members 
Entering Unmasked Estep 
Score: -19927900.000000 Penalty: 5918.949219
	Iteration 10Q: 3 clusters Score -1.99279e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 113478 members 
Entering Unmasked Estep 
Score: -19929864.000000 Penalty: 5918.949219
	Iteration 11Q: 3 clusters Score -1.992986e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -19931298.000000 Penalty: 5918.949219
	Iteration 12Q: 3 clusters Score -1.99313e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 115983 members 
Entering Unmasked Estep 
Score: -19932268.000000 Penalty: 5918.949219
	Iteration 13Q: 3 clusters Score -1.993227e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -19932890.000000 Penalty: 5918.949219
	Iteration 14Q: 3 clusters Score -1.993289e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -19933598.000000 Penalty: 5918.949219
	Iteration 15Q: 3 clusters Score -1.99336e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 119691 members 
Entering Unmasked Estep 
Score: -19934114.000000 Penalty: 5918.949219
	Iteration 16Q: 3 clusters Score -1.993411e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -19934632.000000 Penalty: 5918.949219
	Iteration 17Q: 3 clusters Score -1.993463e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 122607 members 
Entering Unmasked Estep 
Score: -19935010.000000 Penalty: 5918.949219
	Iteration 18Q: 3 clusters Score -1.993501e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 124181 members 
Entering Unmasked Estep 
Score: -19935500.000000 Penalty: 5918.949219
	Iteration 19Q: 3 clusters Score -1.99355e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 125837 members 
Entering Unmasked Estep 
Score: -19936088.000000 Penalty: 5918.949219
	Iteration 20F: 3 clusters Score -1.993609e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -19936710.000000 Penalty: 5918.949219
	Iteration 21Q: 3 clusters Score -1.993671e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 129300 members 
Entering Unmasked Estep 
Score: -19937344.000000 Penalty: 5918.949219
	Iteration 22Q: 3 clusters Score -1.993734e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 131065 members 
Entering Unmasked Estep 
Score: -19938134.000000 Penalty: 5918.949219
	Iteration 23Q: 3 clusters Score -1.993813e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 132828 members 
Entering Unmasked Estep 
Score: -19938820.000000 Penalty: 5918.949219
	Iteration 24Q: 3 clusters Score -1.993882e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 134578 members 
Entering Unmasked Estep 
Score: -19939582.000000 Penalty: 5918.949219
	Iteration 25Q: 3 clusters Score -1.993958e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -19940428.000000 Penalty: 5918.949219
	Iteration 26Q: 3 clusters Score -1.994043e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 137774 members 
Entering Unmasked Estep 
Score: -19941182.000000 Penalty: 5918.949219
	Iteration 27Q: 3 clusters Score -1.994118e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 139239 members 
Entering Unmasked Estep 
Score: -19941918.000000 Penalty: 5918.949219
	Iteration 28Q: 3 clusters Score -1.994192e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 140538 members 
Entering Unmasked Estep 
Score: -19942624.000000 Penalty: 5918.949219
	Iteration 29Q: 3 clusters Score -1.994262e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 141717 members 
Entering Unmasked Estep 
Score: -19943142.000000 Penalty: 5918.949219
	Iteration 30Q: 3 clusters Score -1.994314e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 142772 members 
Entering Unmasked Estep 
Score: -19943636.000000 Penalty: 5918.949219
	Iteration 31Q: 3 clusters Score -1.994364e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 143664 members 
Entering Unmasked Estep 
Score: -19943906.000000 Penalty: 5918.949219
	Iteration 32Q: 3 clusters Score -1.994391e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 144466 members 
Entering Unmasked Estep 
Score: -19944226.000000 Penalty: 5918.949219
	Iteration 33Q: 3 clusters Score -1.994423e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -19944460.000000 Penalty: 5918.949219
	Iteration 34Q: 3 clusters Score -1.994446e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -19944682.000000 Penalty: 5918.949219
	Iteration 35Q: 3 clusters Score -1.994468e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 146386 members 
Entering Unmasked Estep 
Score: -19944868.000000 Penalty: 5918.949219
	Iteration 36Q: 3 clusters Score -1.994487e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 146890 members 
Entering Unmasked Estep 
Score: -19944968.000000 Penalty: 5918.949219
	Iteration 37Q: 3 clusters Score -1.994497e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 147373 members 
Entering Unmasked Estep 
Score: -19945098.000000 Penalty: 5918.949219
	Iteration 38Q: 3 clusters Score -1.99451e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 147807 members 
Entering Unmasked Estep 
Score: -19945262.000000 Penalty: 5918.949219
	Iteration 39Q: 3 clusters Score -1.994526e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -19945402.000000 Penalty: 5918.949219
	Iteration 40F: 3 clusters Score -1.99454e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 148529 members 
Entering Unmasked Estep 
Score: -19945462.000000 Penalty: 5918.949219
	Iteration 41Q: 3 clusters Score -1.994546e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 148820 members 
Entering Unmasked Estep 
Score: -19945518.000000 Penalty: 5918.949219
	Iteration 42Q: 3 clusters Score -1.994552e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -19945572.000000 Penalty: 5918.949219
	Iteration 43Q: 3 clusters Score -1.994557e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 149243 members 
Entering Unmasked Estep 
Score: -19945634.000000 Penalty: 5918.949219
	Iteration 44Q: 3 clusters Score -1.994563e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 149438 members 
Entering Unmasked Estep 
Score: -19945630.000000 Penalty: 5918.949219
	Iteration 45Q: 3 clusters Score -1.994563e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
Score: -19945682.000000 Penalty: 5918.949219
	Iteration 46Q: 3 clusters Score -1.994568e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 149710 members 
Entering Unmasked Estep 
Score: -19945734.000000 Penalty: 5918.949219
	Iteration 47Q: 3 clusters Score -1.994573e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 149841 members 
Entering Unmasked Estep 
Score: -19945750.000000 Penalty: 5918.949219
	Iteration 48Q: 3 clusters Score -1.994575e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 149961 members 
Entering Unmasked Estep 
Score: -19945772.000000 Penalty: 5918.949219
	Iteration 49Q: 3 clusters Score -1.994577e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 150059 members 
Entering Unmasked Estep 
Score: -19945754.000000 Penalty: 5918.949219
	Iteration 50Q: 3 clusters Score -1.994575e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 150135 members 
Entering Unmasked Estep 
Score: -19945796.000000 Penalty: 5918.949219
	Iteration 51Q: 3 clusters Score -1.99458e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 150204 members 
Entering Unmasked Estep 
Score: -19945802.000000 Penalty: 5918.949219
	Iteration 52Q: 3 clusters Score -1.99458e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 150249 members 
Entering Unmasked Estep 
Score: -19945822.000000 Penalty: 5918.949219
	Iteration 53Q: 3 clusters Score -1.994582e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 150303 members 
Entering Unmasked Estep 
Score: -19945788.000000 Penalty: 5918.949219
	Iteration 54Q: 3 clusters Score -1.994579e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 150352 members 
Entering Unmasked Estep 
Score: -19945820.000000 Penalty: 5918.949219
	Iteration 55Q: 3 clusters Score -1.994582e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 150395 members 
Entering Unmasked Estep 
Score: -19945850.000000 Penalty: 5918.949219
	Iteration 56Q: 3 clusters Score -1.994585e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 150427 members 
Entering Unmasked Estep 
Score: -19945852.000000 Penalty: 5918.949219
	Iteration 57Q: 3 clusters Score -1.994585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 150462 members 
Entering Unmasked Estep 
Score: -19945858.000000 Penalty: 5918.949219
	Iteration 58Q: 3 clusters Score -1.994586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 150488 members 
Entering Unmasked Estep 
Score: -19945894.000000 Penalty: 5918.949219
	Iteration 59Q: 3 clusters Score -1.994589e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 150509 members 
Entering Unmasked Estep 
Score: -19945892.000000 Penalty: 5918.949219
	Iteration 60F: 3 clusters Score -1.994589e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 150542 members 
Entering Unmasked Estep 
Score: -19945916.000000 Penalty: 5918.949219
	Iteration 61Q: 3 clusters Score -1.994592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 150572 members 
Entering Unmasked Estep 
Score: -19945922.000000 Penalty: 5918.949219
	Iteration 62Q: 3 clusters Score -1.994592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 150603 members 
Entering Unmasked Estep 
Score: -19945948.000000 Penalty: 5918.949219
	Iteration 63Q: 3 clusters Score -1.994595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 150635 members 
Entering Unmasked Estep 
Score: -19945968.000000 Penalty: 5918.949219
	Iteration 64Q: 3 clusters Score -1.994597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 150662 members 
Entering Unmasked Estep 
Score: -19945954.000000 Penalty: 5918.949219
	Iteration 65Q: 3 clusters Score -1.994595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 150687 members 
Entering Unmasked Estep 
Score: -19945962.000000 Penalty: 5918.949219
	Iteration 66Q: 3 clusters Score -1.994596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 150704 members 
Entering Unmasked Estep 
Score: -19945984.000000 Penalty: 5918.949219
	Iteration 67Q: 3 clusters Score -1.994598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 150723 members 
Entering Unmasked Estep 
Score: -19945988.000000 Penalty: 5918.949219
	Iteration 68Q: 3 clusters Score -1.994599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 150731 members 
Entering Unmasked Estep 
Score: -19945994.000000 Penalty: 5918.949219
	Iteration 69Q: 3 clusters Score -1.994599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 150741 members 
Entering Unmasked Estep 
Score: -19945996.000000 Penalty: 5918.949219
	Iteration 70Q: 3 clusters Score -1.9946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 150755 members 
Entering Unmasked Estep 
Score: -19945994.000000 Penalty: 5918.949219
	Iteration 71Q: 3 clusters Score -1.994599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 150769 members 
Entering Unmasked Estep 
Score: -19945998.000000 Penalty: 5918.949219
	Iteration 72Q: 3 clusters Score -1.9946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 150778 members 
Entering Unmasked Estep 
Score: -19945988.000000 Penalty: 5918.949219
	Iteration 73Q: 3 clusters Score -1.994599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -19946006.000000 Penalty: 5918.949219
	Iteration 74Q: 3 clusters Score -1.994601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 150793 members 
Entering Unmasked Estep 
Score: -19945996.000000 Penalty: 5918.949219
	Iteration 75Q: 3 clusters Score -1.9946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 150796 members 
Entering Unmasked Estep 
Score: -19945992.000000 Penalty: 5918.949219
	Iteration 76Q: 3 clusters Score -1.994599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 150800 members 
Entering Unmasked Estep 
Score: -19945994.000000 Penalty: 5918.949219
	Iteration 77Q: 3 clusters Score -1.994599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 150805 members 
Entering Unmasked Estep 
Score: -19945990.000000 Penalty: 5918.949219
	Iteration 78Q: 3 clusters Score -1.994599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 150810 members 
Entering Unmasked Estep 
Score: -19946004.000000 Penalty: 5918.949219
	Iteration 79Q: 3 clusters Score -1.9946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 150818 members 
Entering Unmasked Estep 
Score: -19946010.000000 Penalty: 5918.949219
	Iteration 80F: 3 clusters Score -1.994601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 150828 members 
Entering Unmasked Estep 
Score: -19946012.000000 Penalty: 5918.949219
	Iteration 81Q: 3 clusters Score -1.994601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 150834 members 
Entering Unmasked Estep 
Score: -19946026.000000 Penalty: 5918.949219
	Iteration 82Q: 3 clusters Score -1.994603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -19946018.000000 Penalty: 5918.949219
	Iteration 83Q: 3 clusters Score -1.994602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -19946028.000000 Penalty: 5918.949219
	Iteration 84Q: 3 clusters Score -1.994603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 150838 members 
Entering Unmasked Estep 
Score: -19946028.000000 Penalty: 5918.949219
	Iteration 85Q: 3 clusters Score -1.994603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 150838 members 
Entering Unmasked Estep 
Score: -19946028.000000 Penalty: 5918.949219
	Iteration 86Q: 3 clusters Score -1.994603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -19946038.000000 Penalty: 5918.949219
	Iteration 87Q: 3 clusters Score -1.994604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 150848 members 
Entering Unmasked Estep 
Score: -19946034.000000 Penalty: 5918.949219
	Iteration 88Q: 3 clusters Score -1.994603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 150849 members 
Entering Unmasked Estep 
Score: -19946030.000000 Penalty: 5918.949219
	Iteration 89Q: 3 clusters Score -1.994603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 150854 members 
Entering Unmasked Estep 
Score: -19946038.000000 Penalty: 5918.949219
	Iteration 90Q: 3 clusters Score -1.994604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 150860 members 
Entering Unmasked Estep 
Score: -19946034.000000 Penalty: 5918.949219
	Iteration 91Q: 3 clusters Score -1.994603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 150865 members 
Entering Unmasked Estep 
Score: -19946028.000000 Penalty: 5918.949219
	Iteration 92Q: 3 clusters Score -1.994603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 150869 members 
Entering Unmasked Estep 
Score: -19946032.000000 Penalty: 5918.949219
	Iteration 93Q: 3 clusters Score -1.994603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -19946034.000000 Penalty: 5918.949219
	Iteration 94Q: 3 clusters Score -1.994603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 150876 members 
Entering Unmasked Estep 
Score: -19946038.000000 Penalty: 5918.949219
	Iteration 95Q: 3 clusters Score -1.994604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 150880 members 
Entering Unmasked Estep 
Score: -19946022.000000 Penalty: 5918.949219
	Iteration 96Q: 3 clusters Score -1.994602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 150882 members 
Entering Unmasked Estep 
Score: -19946034.000000 Penalty: 5918.949219
	Iteration 97Q: 3 clusters Score -1.994603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 150882 members 
Entering Unmasked Estep 
Score: -19946038.000000 Penalty: 5918.949219
	Iteration 98Q: 3 clusters Score -1.994604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 150882 members 
Entering Unmasked Estep 
Score: -19946038.000000 Penalty: 5918.949219
	Iteration 99F: 3 clusters Score -1.994604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Entering Unmasked Estep 
Score: -1970381.750000 Penalty: 2389.549805
	Iteration 0F: 2 clusters Score -1970382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1959409.125000 Penalty: 4779.099609
	Iteration 0F: 3 clusters Score -1959409 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1962970.000000 Penalty: 4779.099609
	Iteration 1F: 3 clusters Score -1962970 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1963679.125000 Penalty: 4779.099609
	Iteration 2F: 3 clusters Score -1963679 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1964514.875000 Penalty: 4779.099609
	Iteration 3F: 3 clusters Score -1964515 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1965336.875000 Penalty: 4779.099609
	Iteration 4F: 3 clusters Score -1965337 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1966017.750000 Penalty: 4779.099609
	Iteration 5F: 3 clusters Score -1966018 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1966589.750000 Penalty: 4779.099609
	Iteration 6F: 3 clusters Score -1966590 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1966963.750000 Penalty: 4779.099609
	Iteration 7Q: 3 clusters Score -1966964 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1967255.625000 Penalty: 4779.099609
	Iteration 8Q: 3 clusters Score -1967256 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1967473.625000 Penalty: 4779.099609
	Iteration 9Q: 3 clusters Score -1967474 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1967648.250000 Penalty: 4779.099609
	Iteration 10Q: 3 clusters Score -1967648 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1967806.750000 Penalty: 4779.099609
	Iteration 11Q: 3 clusters Score -1967807 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1967947.125000 Penalty: 4779.099609
	Iteration 12Q: 3 clusters Score -1967947 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1968055.250000 Penalty: 4779.099609
	Iteration 13Q: 3 clusters Score -1968055 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1968151.625000 Penalty: 4779.099609
	Iteration 14Q: 3 clusters Score -1968152 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1968238.375000 Penalty: 4779.099609
	Iteration 15Q: 3 clusters Score -1968238 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1968328.000000 Penalty: 4779.099609
	Iteration 16Q: 3 clusters Score -1968328 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1968426.500000 Penalty: 4779.099609
	Iteration 17Q: 3 clusters Score -1968426 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1968516.500000 Penalty: 4779.099609
	Iteration 18Q: 3 clusters Score -1968516 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1968620.625000 Penalty: 4779.099609
	Iteration 19Q: 3 clusters Score -1968621 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1968744.000000 Penalty: 4779.099609
	Iteration 20F: 3 clusters Score -1968744 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1968888.625000 Penalty: 4779.099609
	Iteration 21Q: 3 clusters Score -1968889 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1969018.125000 Penalty: 4779.099609
	Iteration 22Q: 3 clusters Score -1969018 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1969118.000000 Penalty: 4779.099609
	Iteration 23Q: 3 clusters Score -1969118 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1969235.125000 Penalty: 4779.099609
	Iteration 24Q: 3 clusters Score -1969235 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1969347.500000 Penalty: 4779.099609
	Iteration 25Q: 3 clusters Score -1969348 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1969425.125000 Penalty: 4779.099609
	Iteration 26Q: 3 clusters Score -1969425 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1969511.875000 Penalty: 4779.099609
	Iteration 27Q: 3 clusters Score -1969512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1969588.750000 Penalty: 4779.099609
	Iteration 28Q: 3 clusters Score -1969589 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1969650.250000 Penalty: 4779.099609
	Iteration 29Q: 3 clusters Score -1969650 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1969693.875000 Penalty: 4779.099609
	Iteration 30Q: 3 clusters Score -1969694 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1969734.500000 Penalty: 4779.099609
	Iteration 31Q: 3 clusters Score -1969734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1969765.500000 Penalty: 4779.099609
	Iteration 32Q: 3 clusters Score -1969766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1969799.750000 Penalty: 4779.099609
	Iteration 33Q: 3 clusters Score -1969800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1969842.250000 Penalty: 4779.099609
	Iteration 34Q: 3 clusters Score -1969842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1969881.750000 Penalty: 4779.099609
	Iteration 35Q: 3 clusters Score -1969882 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1969946.125000 Penalty: 4779.099609
	Iteration 36Q: 3 clusters Score -1969946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1970003.250000 Penalty: 4779.099609
	Iteration 37Q: 3 clusters Score -1970003 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1970032.750000 Penalty: 4779.099609
	Iteration 38Q: 3 clusters Score -1970033 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1970064.375000 Penalty: 4779.099609
	Iteration 39Q: 3 clusters Score -1970064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1970090.750000 Penalty: 4779.099609
	Iteration 40F: 3 clusters Score -1970091 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1970116.500000 Penalty: 4779.099609
	Iteration 41Q: 3 clusters Score -1970116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1970131.000000 Penalty: 4779.099609
	Iteration 42Q: 3 clusters Score -1970131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1970131.625000 Penalty: 4779.099609
	Iteration 43Q: 3 clusters Score -1970132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1970141.000000 Penalty: 4779.099609
	Iteration 44Q: 3 clusters Score -1970141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1970137.375000 Penalty: 4779.099609
	Iteration 45Q: 3 clusters Score -1970137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1970140.500000 Penalty: 4779.099609
	Iteration 46Q: 3 clusters Score -1970140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1970144.250000 Penalty: 4779.099609
	Iteration 47Q: 3 clusters Score -1970144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1970144.000000 Penalty: 4779.099609
	Iteration 48Q: 3 clusters Score -1970144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1970142.625000 Penalty: 4779.099609
	Iteration 49Q: 3 clusters Score -1970143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1970142.250000 Penalty: 4779.099609
	Iteration 50Q: 3 clusters Score -1970142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1970141.875000 Penalty: 4779.099609
	Iteration 51Q: 3 clusters Score -1970142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1970141.875000 Penalty: 4779.099609
	Iteration 52F: 3 clusters Score -1970142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -1675395.125000 Penalty: 2343.382080
	Iteration 0F: 2 clusters Score -1675395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1665919.875000 Penalty: 4686.764160
	Iteration 0F: 3 clusters Score -1665920 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1668861.250000 Penalty: 4686.764160
	Iteration 1F: 3 clusters Score -1668861 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1669190.750000 Penalty: 4686.764160
	Iteration 2F: 3 clusters Score -1669191 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1669412.625000 Penalty: 4686.764160
	Iteration 3F: 3 clusters Score -1669413 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1669600.375000 Penalty: 4686.764160
	Iteration 4Q: 3 clusters Score -1669600 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1669778.250000 Penalty: 4686.764160
	Iteration 5Q: 3 clusters Score -1669778 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1669942.500000 Penalty: 4686.764160
	Iteration 6Q: 3 clusters Score -1669942 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1670094.875000 Penalty: 4686.764160
	Iteration 7Q: 3 clusters Score -1670095 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1670256.750000 Penalty: 4686.764160
	Iteration 8Q: 3 clusters Score -1670257 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1670420.125000 Penalty: 4686.764160
	Iteration 9Q: 3 clusters Score -1670420 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1670575.875000 Penalty: 4686.764160
	Iteration 10Q: 3 clusters Score -1670576 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1670720.250000 Penalty: 4686.764160
	Iteration 11Q: 3 clusters Score -1670720 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1670869.625000 Penalty: 4686.764160
	Iteration 12Q: 3 clusters Score -1670870 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1670996.625000 Penalty: 4686.764160
	Iteration 13Q: 3 clusters Score -1670997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1671138.625000 Penalty: 4686.764160
	Iteration 14Q: 3 clusters Score -1671139 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1671278.750000 Penalty: 4686.764160
	Iteration 15Q: 3 clusters Score -1671279 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1671400.375000 Penalty: 4686.764160
	Iteration 16Q: 3 clusters Score -1671400 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1671531.750000 Penalty: 4686.764160
	Iteration 17Q: 3 clusters Score -1671532 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1671646.125000 Penalty: 4686.764160
	Iteration 18Q: 3 clusters Score -1671646 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1671746.750000 Penalty: 4686.764160
	Iteration 19Q: 3 clusters Score -1671747 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1671842.875000 Penalty: 4686.764160
	Iteration 20F: 3 clusters Score -1671843 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1671919.625000 Penalty: 4686.764160
	Iteration 21Q: 3 clusters Score -1671920 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1672001.375000 Penalty: 4686.764160
	Iteration 22Q: 3 clusters Score -1672001 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1672116.625000 Penalty: 4686.764160
	Iteration 23Q: 3 clusters Score -1672117 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1672237.375000 Penalty: 4686.764160
	Iteration 24Q: 3 clusters Score -1672237 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1672363.125000 Penalty: 4686.764160
	Iteration 25Q: 3 clusters Score -1672363 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1672451.250000 Penalty: 4686.764160
	Iteration 26Q: 3 clusters Score -1672451 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1672522.000000 Penalty: 4686.764160
	Iteration 27Q: 3 clusters Score -1672522 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1672583.375000 Penalty: 4686.764160
	Iteration 28Q: 3 clusters Score -1672583 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1672635.750000 Penalty: 4686.764160
	Iteration 29Q: 3 clusters Score -1672636 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1672682.000000 Penalty: 4686.764160
	Iteration 30Q: 3 clusters Score -1672682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1672718.250000 Penalty: 4686.764160
	Iteration 31Q: 3 clusters Score -1672718 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1672758.625000 Penalty: 4686.764160
	Iteration 32Q: 3 clusters Score -1672759 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1672808.375000 Penalty: 4686.764160
	Iteration 33Q: 3 clusters Score -1672808 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1672848.250000 Penalty: 4686.764160
	Iteration 34Q: 3 clusters Score -1672848 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1672894.250000 Penalty: 4686.764160
	Iteration 35Q: 3 clusters Score -1672894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1672929.125000 Penalty: 4686.764160
	Iteration 36Q: 3 clusters Score -1672929 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1672964.625000 Penalty: 4686.764160
	Iteration 37Q: 3 clusters Score -1672965 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1672999.375000 Penalty: 4686.764160
	Iteration 38Q: 3 clusters Score -1672999 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1673031.000000 Penalty: 4686.764160
	Iteration 39Q: 3 clusters Score -1673031 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1673052.000000 Penalty: 4686.764160
	Iteration 40F: 3 clusters Score -1673052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1673065.375000 Penalty: 4686.764160
	Iteration 41Q: 3 clusters Score -1673065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1673077.750000 Penalty: 4686.764160
	Iteration 42Q: 3 clusters Score -1673078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1673093.500000 Penalty: 4686.764160
	Iteration 43Q: 3 clusters Score -1673094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1673105.500000 Penalty: 4686.764160
	Iteration 44Q: 3 clusters Score -1673106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1673120.375000 Penalty: 4686.764160
	Iteration 45Q: 3 clusters Score -1673120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1673134.250000 Penalty: 4686.764160
	Iteration 46Q: 3 clusters Score -1673134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1673145.375000 Penalty: 4686.764160
	Iteration 47Q: 3 clusters Score -1673145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1673155.375000 Penalty: 4686.764160
	Iteration 48Q: 3 clusters Score -1673155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1673169.375000 Penalty: 4686.764160
	Iteration 49Q: 3 clusters Score -1673169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1673178.125000 Penalty: 4686.764160
	Iteration 50Q: 3 clusters Score -1673178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1673192.625000 Penalty: 4686.764160
	Iteration 51Q: 3 clusters Score -1673193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1673209.625000 Penalty: 4686.764160
	Iteration 52Q: 3 clusters Score -1673210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1673218.000000 Penalty: 4686.764160
	Iteration 53Q: 3 clusters Score -1673218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1673227.875000 Penalty: 4686.764160
	Iteration 54Q: 3 clusters Score -1673228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1673239.000000 Penalty: 4686.764160
	Iteration 55Q: 3 clusters Score -1673239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1673249.000000 Penalty: 4686.764160
	Iteration 56Q: 3 clusters Score -1673249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1673255.000000 Penalty: 4686.764160
	Iteration 57Q: 3 clusters Score -1673255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1673267.875000 Penalty: 4686.764160
	Iteration 58Q: 3 clusters Score -1673268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1673282.125000 Penalty: 4686.764160
	Iteration 59Q: 3 clusters Score -1673282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1673297.750000 Penalty: 4686.764160
	Iteration 60F: 3 clusters Score -1673298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1673310.000000 Penalty: 4686.764160
	Iteration 61Q: 3 clusters Score -1673310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1673322.000000 Penalty: 4686.764160
	Iteration 62Q: 3 clusters Score -1673322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1673331.250000 Penalty: 4686.764160
	Iteration 63Q: 3 clusters Score -1673331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1673337.875000 Penalty: 4686.764160
	Iteration 64Q: 3 clusters Score -1673338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1673342.250000 Penalty: 4686.764160
	Iteration 65Q: 3 clusters Score -1673342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1673345.500000 Penalty: 4686.764160
	Iteration 66Q: 3 clusters Score -1673346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1673349.250000 Penalty: 4686.764160
	Iteration 67Q: 3 clusters Score -1673349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1673361.750000 Penalty: 4686.764160
	Iteration 68Q: 3 clusters Score -1673362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1673367.125000 Penalty: 4686.764160
	Iteration 69Q: 3 clusters Score -1673367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1673375.375000 Penalty: 4686.764160
	Iteration 70Q: 3 clusters Score -1673375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1673379.500000 Penalty: 4686.764160
	Iteration 71Q: 3 clusters Score -1673380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1673389.125000 Penalty: 4686.764160
	Iteration 72Q: 3 clusters Score -1673389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1673395.250000 Penalty: 4686.764160
	Iteration 73Q: 3 clusters Score -1673395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1673403.375000 Penalty: 4686.764160
	Iteration 74Q: 3 clusters Score -1673403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1673408.375000 Penalty: 4686.764160
	Iteration 75Q: 3 clusters Score -1673408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1673408.750000 Penalty: 4686.764160
	Iteration 76Q: 3 clusters Score -1673409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1673409.375000 Penalty: 4686.764160
	Iteration 77Q: 3 clusters Score -1673409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1673413.000000 Penalty: 4686.764160
	Iteration 78Q: 3 clusters Score -1673413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1673415.750000 Penalty: 4686.764160
	Iteration 79Q: 3 clusters Score -1673416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1673415.625000 Penalty: 4686.764160
	Iteration 80F: 3 clusters Score -1673416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1673421.375000 Penalty: 4686.764160
	Iteration 81Q: 3 clusters Score -1673421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1673422.750000 Penalty: 4686.764160
	Iteration 82Q: 3 clusters Score -1673423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1673421.125000 Penalty: 4686.764160
	Iteration 83Q: 3 clusters Score -1673421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1673423.500000 Penalty: 4686.764160
	Iteration 84Q: 3 clusters Score -1673424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1673422.500000 Penalty: 4686.764160
	Iteration 85Q: 3 clusters Score -1673422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1673422.250000 Penalty: 4686.764160
	Iteration 86Q: 3 clusters Score -1673422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1673423.625000 Penalty: 4686.764160
	Iteration 87Q: 3 clusters Score -1673424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1673424.125000 Penalty: 4686.764160
	Iteration 88Q: 3 clusters Score -1673424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1673424.125000 Penalty: 4686.764160
	Iteration 89F: 3 clusters Score -1673424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Entering Unmasked Estep 
Score: -867903.937500 Penalty: 2203.657959
	Iteration 0F: 2 clusters Score -867903.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -862015.750000 Penalty: 4407.315918
	Iteration 0F: 3 clusters Score -862015.8 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -863834.625000 Penalty: 4407.315918
	Iteration 1F: 3 clusters Score -863834.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -864257.687500 Penalty: 4407.315918
	Iteration 2F: 3 clusters Score -864257.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -864587.500000 Penalty: 4407.315918
	Iteration 3F: 3 clusters Score -864587.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -864819.250000 Penalty: 4407.315918
	Iteration 4F: 3 clusters Score -864819.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -864994.687500 Penalty: 4407.315918
	Iteration 5Q: 3 clusters Score -864994.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -865159.125000 Penalty: 4407.315918
	Iteration 6Q: 3 clusters Score -865159.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -865314.500000 Penalty: 4407.315918
	Iteration 7Q: 3 clusters Score -865314.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -865467.875000 Penalty: 4407.315918
	Iteration 8Q: 3 clusters Score -865467.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -865614.750000 Penalty: 4407.315918
	Iteration 9Q: 3 clusters Score -865614.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -865729.687500 Penalty: 4407.315918
	Iteration 10Q: 3 clusters Score -865729.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -865844.625000 Penalty: 4407.315918
	Iteration 11Q: 3 clusters Score -865844.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -865938.875000 Penalty: 4407.315918
	Iteration 12Q: 3 clusters Score -865938.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -866004.875000 Penalty: 4407.315918
	Iteration 13Q: 3 clusters Score -866004.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -866059.562500 Penalty: 4407.315918
	Iteration 14Q: 3 clusters Score -866059.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -866108.812500 Penalty: 4407.315918
	Iteration 15Q: 3 clusters Score -866108.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -866149.500000 Penalty: 4407.315918
	Iteration 16Q: 3 clusters Score -866149.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -866176.750000 Penalty: 4407.315918
	Iteration 17Q: 3 clusters Score -866176.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -866198.687500 Penalty: 4407.315918
	Iteration 18Q: 3 clusters Score -866198.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -866225.250000 Penalty: 4407.315918
	Iteration 19Q: 3 clusters Score -866225.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -866245.687500 Penalty: 4407.315918
	Iteration 20F: 3 clusters Score -866245.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -866261.812500 Penalty: 4407.315918
	Iteration 21Q: 3 clusters Score -866261.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -866274.750000 Penalty: 4407.315918
	Iteration 22Q: 3 clusters Score -866274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -866285.375000 Penalty: 4407.315918
	Iteration 23Q: 3 clusters Score -866285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -866295.937500 Penalty: 4407.315918
	Iteration 24Q: 3 clusters Score -866295.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -866302.687500 Penalty: 4407.315918
	Iteration 25Q: 3 clusters Score -866302.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -866314.375000 Penalty: 4407.315918
	Iteration 26Q: 3 clusters Score -866314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -866319.625000 Penalty: 4407.315918
	Iteration 27Q: 3 clusters Score -866319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -866324.937500 Penalty: 4407.315918
	Iteration 28Q: 3 clusters Score -866324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -866326.937500 Penalty: 4407.315918
	Iteration 29Q: 3 clusters Score -866326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -866326.812500 Penalty: 4407.315918
	Iteration 30Q: 3 clusters Score -866326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -866330.187500 Penalty: 4407.315918
	Iteration 31Q: 3 clusters Score -866330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -866332.187500 Penalty: 4407.315918
	Iteration 32Q: 3 clusters Score -866332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -866335.312500 Penalty: 4407.315918
	Iteration 33Q: 3 clusters Score -866335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -866334.437500 Penalty: 4407.315918
	Iteration 34Q: 3 clusters Score -866334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -866335.625000 Penalty: 4407.315918
	Iteration 35Q: 3 clusters Score -866335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -866335.625000 Penalty: 4407.315918
	Iteration 36F: 3 clusters Score -866335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -507159.406250 Penalty: 2064.254883
	Iteration 0F: 2 clusters Score -507159.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -503186.875000 Penalty: 4128.509766
	Iteration 0F: 3 clusters Score -503186.9 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -504149.000000 Penalty: 4128.509766
	Iteration 1F: 3 clusters Score -504149 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -504371.250000 Penalty: 4128.509766
	Iteration 2F: 3 clusters Score -504371.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -504611.531250 Penalty: 4128.509766
	Iteration 3F: 3 clusters Score -504611.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -504815.781250 Penalty: 4128.509766
	Iteration 4F: 3 clusters Score -504815.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -504989.343750 Penalty: 4128.509766
	Iteration 5F: 3 clusters Score -504989.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -505129.281250 Penalty: 4128.509766
	Iteration 6Q: 3 clusters Score -505129.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -505255.937500 Penalty: 4128.509766
	Iteration 7Q: 3 clusters Score -505255.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -505359.843750 Penalty: 4128.509766
	Iteration 8Q: 3 clusters Score -505359.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -505429.375000 Penalty: 4128.509766
	Iteration 9Q: 3 clusters Score -505429.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -505486.187500 Penalty: 4128.509766
	Iteration 10Q: 3 clusters Score -505486.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -505544.062500 Penalty: 4128.509766
	Iteration 11Q: 3 clusters Score -505544.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -505589.031250 Penalty: 4128.509766
	Iteration 12Q: 3 clusters Score -505589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -505621.250000 Penalty: 4128.509766
	Iteration 13Q: 3 clusters Score -505621.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -505644.281250 Penalty: 4128.509766
	Iteration 14Q: 3 clusters Score -505644.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -505670.375000 Penalty: 4128.509766
	Iteration 15Q: 3 clusters Score -505670.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -505689.187500 Penalty: 4128.509766
	Iteration 16Q: 3 clusters Score -505689.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -505698.437500 Penalty: 4128.509766
	Iteration 17Q: 3 clusters Score -505698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -505704.312500 Penalty: 4128.509766
	Iteration 18Q: 3 clusters Score -505704.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -505710.281250 Penalty: 4128.509766
	Iteration 19Q: 3 clusters Score -505710.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -505713.343750 Penalty: 4128.509766
	Iteration 20F: 3 clusters Score -505713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -505717.062500 Penalty: 4128.509766
	Iteration 21Q: 3 clusters Score -505717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -505720.000000 Penalty: 4128.509766
	Iteration 22Q: 3 clusters Score -505720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -505723.312500 Penalty: 4128.509766
	Iteration 23Q: 3 clusters Score -505723.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -505727.031250 Penalty: 4128.509766
	Iteration 24Q: 3 clusters Score -505727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -505730.312500 Penalty: 4128.509766
	Iteration 25Q: 3 clusters Score -505730.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -505734.000000 Penalty: 4128.509766
	Iteration 26Q: 3 clusters Score -505734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -505737.500000 Penalty: 4128.509766
	Iteration 27Q: 3 clusters Score -505737.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -505739.906250 Penalty: 4128.509766
	Iteration 28Q: 3 clusters Score -505739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -505743.875000 Penalty: 4128.509766
	Iteration 29Q: 3 clusters Score -505743.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -505751.031250 Penalty: 4128.509766
	Iteration 30Q: 3 clusters Score -505751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -505758.437500 Penalty: 4128.509766
	Iteration 31Q: 3 clusters Score -505758.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -505768.937500 Penalty: 4128.509766
	Iteration 32Q: 3 clusters Score -505768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -505775.812500 Penalty: 4128.509766
	Iteration 33Q: 3 clusters Score -505775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -505779.656250 Penalty: 4128.509766
	Iteration 34Q: 3 clusters Score -505779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -505781.093750 Penalty: 4128.509766
	Iteration 35Q: 3 clusters Score -505781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -505781.093750 Penalty: 4128.509766
	Iteration 36F: 3 clusters Score -505781.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -196309.703125 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -196309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -193996.671875 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -193996.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194358.843750 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -194358.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -194476.687500 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -194476.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -194524.984375 Penalty: 3630.652832
	Iteration 3Q: 3 clusters Score -194525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -194566.281250 Penalty: 3630.652832
	Iteration 4Q: 3 clusters Score -194566.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194592.593750 Penalty: 3630.652832
	Iteration 5Q: 3 clusters Score -194592.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194620.203125 Penalty: 3630.652832
	Iteration 6Q: 3 clusters Score -194620.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -194644.046875 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -194644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194680.578125 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -194680.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194711.937500 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -194711.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -194739.406250 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -194739.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194757.062500 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -194757.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -194769.578125 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -194769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194774.140625 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -194774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194778.171875 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -194778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194781.640625 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -194781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194785.750000 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -194785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194787.875000 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -194787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -194791.562500 Penalty: 3630.652832
	Iteration 18Q: 3 clusters Score -194791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -194793.187500 Penalty: 3630.652832
	Iteration 19Q: 3 clusters Score -194793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -194794.937500 Penalty: 3630.652832
	Iteration 20F: 3 clusters Score -194794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194795.546875 Penalty: 3630.652832
	Iteration 21Q: 3 clusters Score -194795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194795.546875 Penalty: 3630.652832
	Iteration 22F: 3 clusters Score -194795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -230007.031250 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -230007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -227517.609375 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -227517.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -227966.343750 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -227966.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -228069.187500 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -228069.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -228129.390625 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -228129.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228174.796875 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -228174.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -228208.031250 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -228208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -228230.843750 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -228230.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228252.359375 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -228252.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -228262.968750 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -228263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -228268.421875 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -228268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -228273.109375 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -228273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -228278.125000 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -228278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -228282.281250 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -228282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -228283.312500 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -228283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -228284.328125 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -228284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -228284.921875 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -228284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -228284.921875 Penalty: 3729.229248
	Iteration 16F: 3 clusters Score -228284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Entering Unmasked Estep 
Score: -3337429.500000 Penalty: 2518.725342
	Iteration 0F: 2 clusters Score -3337430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3319550.250000 Penalty: 5037.450684
	Iteration 0F: 3 clusters Score -3319550 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3325726.000000 Penalty: 5037.450684
	Iteration 1F: 3 clusters Score -3325726 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3326164.500000 Penalty: 5037.450684
	Iteration 2F: 3 clusters Score -3326164 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3326589.250000 Penalty: 5037.450684
	Iteration 3Q: 3 clusters Score -3326589 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3327021.500000 Penalty: 5037.450684
	Iteration 4Q: 3 clusters Score -3327022 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3327506.500000 Penalty: 5037.450684
	Iteration 5Q: 3 clusters Score -3327506 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3328026.500000 Penalty: 5037.450684
	Iteration 6Q: 3 clusters Score -3328026 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3328629.500000 Penalty: 5037.450684
	Iteration 7Q: 3 clusters Score -3328630 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3329324.250000 Penalty: 5037.450684
	Iteration 8Q: 3 clusters Score -3329324 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3330198.750000 Penalty: 5037.450684
	Iteration 9F: 3 clusters Score -3330199 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3331177.250000 Penalty: 5037.450684
	Iteration 10F: 3 clusters Score -3331177 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3332237.750000 Penalty: 5037.450684
	Iteration 11F: 3 clusters Score -3332238 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3333187.750000 Penalty: 5037.450684
	Iteration 12Q: 3 clusters Score -3333188 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3333920.500000 Penalty: 5037.450684
	Iteration 13Q: 3 clusters Score -3333920 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3334567.250000 Penalty: 5037.450684
	Iteration 14Q: 3 clusters Score -3334567 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3335197.750000 Penalty: 5037.450684
	Iteration 15Q: 3 clusters Score -3335198 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3335856.000000 Penalty: 5037.450684
	Iteration 16Q: 3 clusters Score -3335856 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3336141.000000 Penalty: 5037.450684
	Iteration 17Q: 3 clusters Score -3336141 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3336283.250000 Penalty: 5037.450684
	Iteration 18Q: 3 clusters Score -3336283 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3336401.000000 Penalty: 5037.450684
	Iteration 19Q: 3 clusters Score -3336401 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3336471.000000 Penalty: 5037.450684
	Iteration 20F: 3 clusters Score -3336471 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3336542.750000 Penalty: 5037.450684
	Iteration 21Q: 3 clusters Score -3336543 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3336624.750000 Penalty: 5037.450684
	Iteration 22Q: 3 clusters Score -3336625 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3336678.000000 Penalty: 5037.450684
	Iteration 23Q: 3 clusters Score -3336678 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3336728.750000 Penalty: 5037.450684
	Iteration 24Q: 3 clusters Score -3336729 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3336780.750000 Penalty: 5037.450684
	Iteration 25Q: 3 clusters Score -3336781 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3336829.750000 Penalty: 5037.450684
	Iteration 26Q: 3 clusters Score -3336830 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3336897.250000 Penalty: 5037.450684
	Iteration 27Q: 3 clusters Score -3336897 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3336959.000000 Penalty: 5037.450684
	Iteration 28Q: 3 clusters Score -3336959 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3337014.750000 Penalty: 5037.450684
	Iteration 29Q: 3 clusters Score -3337015 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3337086.250000 Penalty: 5037.450684
	Iteration 30Q: 3 clusters Score -3337086 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3337165.750000 Penalty: 5037.450684
	Iteration 31Q: 3 clusters Score -3337166 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3337249.250000 Penalty: 5037.450684
	Iteration 32Q: 3 clusters Score -3337249 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3337333.750000 Penalty: 5037.450684
	Iteration 33Q: 3 clusters Score -3337334 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3337416.250000 Penalty: 5037.450684
	Iteration 34Q: 3 clusters Score -3337416 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3337539.500000 Penalty: 5037.450684
	Iteration 35Q: 3 clusters Score -3337540 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3337665.250000 Penalty: 5037.450684
	Iteration 36Q: 3 clusters Score -3337665 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3337783.000000 Penalty: 5037.450684
	Iteration 37Q: 3 clusters Score -3337783 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3337904.500000 Penalty: 5037.450684
	Iteration 38Q: 3 clusters Score -3337904 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3338004.750000 Penalty: 5037.450684
	Iteration 39Q: 3 clusters Score -3338005 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3338148.750000 Penalty: 5037.450684
	Iteration 40F: 3 clusters Score -3338149 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3338317.000000 Penalty: 5037.450684
	Iteration 41Q: 3 clusters Score -3338317 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3338496.750000 Penalty: 5037.450684
	Iteration 42Q: 3 clusters Score -3338497 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3338733.250000 Penalty: 5037.450684
	Iteration 43Q: 3 clusters Score -3338733 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3338936.500000 Penalty: 5037.450684
	Iteration 44Q: 3 clusters Score -3338936 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3339116.250000 Penalty: 5037.450684
	Iteration 45Q: 3 clusters Score -3339116 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3339281.750000 Penalty: 5037.450684
	Iteration 46Q: 3 clusters Score -3339282 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3339437.750000 Penalty: 5037.450684
	Iteration 47Q: 3 clusters Score -3339438 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3339561.750000 Penalty: 5037.450684
	Iteration 48Q: 3 clusters Score -3339562 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3339667.500000 Penalty: 5037.450684
	Iteration 49Q: 3 clusters Score -3339668 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3339741.250000 Penalty: 5037.450684
	Iteration 50Q: 3 clusters Score -3339741 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3339802.750000 Penalty: 5037.450684
	Iteration 51Q: 3 clusters Score -3339803 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3339823.750000 Penalty: 5037.450684
	Iteration 52Q: 3 clusters Score -3339824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3339832.500000 Penalty: 5037.450684
	Iteration 53Q: 3 clusters Score -3339832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3339846.500000 Penalty: 5037.450684
	Iteration 54Q: 3 clusters Score -3339846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3339845.250000 Penalty: 5037.450684
	Iteration 55Q: 3 clusters Score -3339845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3339841.250000 Penalty: 5037.450684
	Iteration 56Q: 3 clusters Score -3339841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3339846.500000 Penalty: 5037.450684
	Iteration 57Q: 3 clusters Score -3339846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3339847.750000 Penalty: 5037.450684
	Iteration 58Q: 3 clusters Score -3339848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3339850.250000 Penalty: 5037.450684
	Iteration 59Q: 3 clusters Score -3339850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3339855.750000 Penalty: 5037.450684
	Iteration 60F: 3 clusters Score -3339856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3339859.250000 Penalty: 5037.450684
	Iteration 61Q: 3 clusters Score -3339859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3339861.000000 Penalty: 5037.450684
	Iteration 62Q: 3 clusters Score -3339861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3339858.000000 Penalty: 5037.450684
	Iteration 63Q: 3 clusters Score -3339858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3339860.000000 Penalty: 5037.450684
	Iteration 64Q: 3 clusters Score -3339860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3339849.000000 Penalty: 5037.450684
	Iteration 65Q: 3 clusters Score -3339849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3339853.250000 Penalty: 5037.450684
	Iteration 66Q: 3 clusters Score -3339853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3339855.000000 Penalty: 5037.450684
	Iteration 67Q: 3 clusters Score -3339855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3339858.250000 Penalty: 5037.450684
	Iteration 68Q: 3 clusters Score -3339858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3339857.500000 Penalty: 5037.450684
	Iteration 69Q: 3 clusters Score -3339858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3339858.500000 Penalty: 5037.450684
	Iteration 70Q: 3 clusters Score -3339858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3339858.500000 Penalty: 5037.450684
	Iteration 71F: 3 clusters Score -3339858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17325 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 43279 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 10 contains 13163 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152263 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 23 contains 1842 members 
Mstep: Class 24 contains 9900 members 
Entering Unmasked Estep 
Score: -42885036.000000 Penalty: 63116.312500
Splitting cluster 24 changes total score from -42883276.000000 to -42885036.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17325 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 43279 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 10 contains 13163 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152263 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 23 contains 1842 members 
Mstep: Class 24 contains 9900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42886788.000000 Penalty: 63116.312500
Iteration 39Q: 21 clusters Score -4.288679e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 17475 members 
Mstep: Class 3 contains 12885 members 
Mstep: Class 4 contains 6731 members 
Mstep: Class 5 contains 43281 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 15092 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 13328 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153039 members 
Mstep: Class 18 contains 15519 members 
Mstep: Class 19 contains 12691 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1846 members 
Mstep: Class 24 contains 9427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42888352.000000 Penalty: 63116.312500
Iteration 40F: 21 clusters Score -4.288835e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 17570 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 6722 members 
Mstep: Class 5 contains 43268 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 15160 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 13317 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153165 members 
Mstep: Class 18 contains 15559 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 4158 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 9114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889292.000000 Penalty: 63116.312500
Iteration 41Q: 21 clusters Score -4.288929e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 17646 members 
Mstep: Class 3 contains 12864 members 
Mstep: Class 4 contains 6713 members 
Mstep: Class 5 contains 43245 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 15212 members 
Mstep: Class 10 contains 13225 members 
Mstep: Class 11 contains 13282 members 
Mstep: Class 13 contains 250 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153206 members 
Mstep: Class 18 contains 15634 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 7387 members 
Mstep: Class 21 contains 4191 members 
Mstep: Class 22 contains 1520 members 
Mstep: Class 23 contains 1837 members 
Mstep: Class 24 contains 8875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889684.000000 Penalty: 63116.312500
Iteration 42Q: 21 clusters Score -4.288968e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 12831 members 
Mstep: Class 4 contains 6725 members 
Mstep: Class 5 contains 43235 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 15256 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 11 contains 13232 members 
Mstep: Class 13 contains 249 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153187 members 
Mstep: Class 18 contains 15743 members 
Mstep: Class 19 contains 12680 members 
Mstep: Class 20 contains 7435 members 
Mstep: Class 21 contains 4200 members 
Mstep: Class 22 contains 1526 members 
Mstep: Class 23 contains 1833 members 
Mstep: Class 24 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42889856.000000 Penalty: 63116.312500
Iteration 43Q: 21 clusters Score -4.288986e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 17804 members 
Mstep: Class 3 contains 12772 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 43227 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 15328 members 
Mstep: Class 10 contains 13265 members 
Mstep: Class 11 contains 13176 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153118 members 
Mstep: Class 18 contains 15885 members 
Mstep: Class 19 contains 12675 members 
Mstep: Class 20 contains 7475 members 
Mstep: Class 21 contains 4206 members 
Mstep: Class 22 contains 1534 members 
Mstep: Class 23 contains 1823 members 
Mstep: Class 24 contains 8515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890104.000000 Penalty: 63116.312500
Iteration 44Q: 21 clusters Score -4.28901e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 17914 members 
Mstep: Class 3 contains 12705 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 43221 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 10 contains 13275 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 153047 members 
Mstep: Class 18 contains 16030 members 
Mstep: Class 19 contains 12670 members 
Mstep: Class 20 contains 7490 members 
Mstep: Class 21 contains 4218 members 
Mstep: Class 22 contains 1537 members 
Mstep: Class 23 contains 1817 members 
Mstep: Class 24 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890516.000000 Penalty: 63116.312500
Iteration 45Q: 21 clusters Score -4.289052e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17998 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 43213 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 15400 members 
Mstep: Class 10 contains 13298 members 
Mstep: Class 11 contains 13035 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152995 members 
Mstep: Class 18 contains 16202 members 
Mstep: Class 19 contains 12665 members 
Mstep: Class 20 contains 7514 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 1538 members 
Mstep: Class 23 contains 1809 members 
Mstep: Class 24 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42890972.000000 Penalty: 63116.312500
Iteration 46Q: 21 clusters Score -4.289097e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 18082 members 
Mstep: Class 3 contains 12508 members 
Mstep: Class 4 contains 7028 members 
Mstep: Class 5 contains 43210 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 15425 members 
Mstep: Class 10 contains 13306 members 
Mstep: Class 11 contains 12943 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152921 members 
Mstep: Class 18 contains 16367 members 
Mstep: Class 19 contains 12658 members 
Mstep: Class 20 contains 7543 members 
Mstep: Class 21 contains 4232 members 
Mstep: Class 22 contains 1536 members 
Mstep: Class 23 contains 1804 members 
Mstep: Class 24 contains 8079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42891524.000000 Penalty: 63116.312500
Iteration 47Q: 21 clusters Score -4.289152e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 18145 members 
Mstep: Class 3 contains 12414 members 
Mstep: Class 4 contains 7240 members 
Mstep: Class 5 contains 43207 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 15468 members 
Mstep: Class 10 contains 13319 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152839 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 12653 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 4235 members 
Mstep: Class 22 contains 1535 members 
Mstep: Class 23 contains 1793 members 
Mstep: Class 24 contains 7965 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 21 clusters Score -4.289192e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 18212 members 
Mstep: Class 3 contains 12305 members 
Mstep: Class 4 contains 7486 members 
Mstep: Class 5 contains 43194 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1737 members 
Mstep: Class 8 contains 15506 members 
Mstep: Class 10 contains 13328 members 
Mstep: Class 11 contains 12721 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152765 members 
Mstep: Class 18 contains 16446 members 
Mstep: Class 19 contains 12643 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 4241 members 
Mstep: Class 22 contains 1535 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 7888 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 21 clusters Score -4.289207e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 18288 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 7692 members 
Mstep: Class 5 contains 43187 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 15540 members 
Mstep: Class 10 contains 13343 members 
Mstep: Class 11 contains 12629 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152688 members 
Mstep: Class 18 contains 16453 members 
Mstep: Class 19 contains 12631 members 
Mstep: Class 20 contains 7663 members 
Mstep: Class 21 contains 4248 members 
Mstep: Class 22 contains 1533 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 7833 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 21 clusters Score -4.289208e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 12089 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 15563 members 
Mstep: Class 10 contains 13355 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152588 members 
Mstep: Class 18 contains 16454 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 7703 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 1534 members 
Mstep: Class 23 contains 1766 members 
Mstep: Class 24 contains 7797 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 21 clusters Score -4.289234e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 18416 members 
Mstep: Class 3 contains 11984 members 
Mstep: Class 4 contains 8068 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1679 members 
Mstep: Class 8 contains 15585 members 
Mstep: Class 10 contains 13358 members 
Mstep: Class 11 contains 12514 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152489 members 
Mstep: Class 18 contains 16454 members 
Mstep: Class 19 contains 12613 members 
Mstep: Class 20 contains 7737 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 1535 members 
Mstep: Class 23 contains 1764 members 
Mstep: Class 24 contains 7772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892424.000000 Penalty: 63116.312500
Iteration 52Q: 21 clusters Score -4.289242e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 18472 members 
Mstep: Class 3 contains 11890 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 43171 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1672 members 
Mstep: Class 8 contains 15606 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152417 members 
Mstep: Class 18 contains 16450 members 
Mstep: Class 19 contains 12608 members 
Mstep: Class 20 contains 7767 members 
Mstep: Class 21 contains 4263 members 
Mstep: Class 22 contains 1537 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 21 clusters Score -4.289254e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 18522 members 
Mstep: Class 3 contains 11832 members 
Mstep: Class 4 contains 8314 members 
Mstep: Class 5 contains 43162 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 15634 members 
Mstep: Class 10 contains 13374 members 
Mstep: Class 11 contains 12406 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152346 members 
Mstep: Class 18 contains 16448 members 
Mstep: Class 19 contains 12601 members 
Mstep: Class 20 contains 7793 members 
Mstep: Class 21 contains 4270 members 
Mstep: Class 22 contains 1538 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 7730 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 21 clusters Score -4.289257e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 18555 members 
Mstep: Class 3 contains 11779 members 
Mstep: Class 4 contains 8396 members 
Mstep: Class 5 contains 43156 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1670 members 
Mstep: Class 8 contains 15649 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 12376 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152308 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 12593 members 
Mstep: Class 20 contains 7807 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 1539 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 7715 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 21 clusters Score -4.289268e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 18595 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 8472 members 
Mstep: Class 5 contains 43159 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 15657 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 12340 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152278 members 
Mstep: Class 18 contains 16446 members 
Mstep: Class 19 contains 12585 members 
Mstep: Class 20 contains 7820 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 1534 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 7701 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 21 clusters Score -4.289274e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 18649 members 
Mstep: Class 3 contains 11700 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 43159 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 8 contains 15661 members 
Mstep: Class 10 contains 13388 members 
Mstep: Class 11 contains 12311 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152237 members 
Mstep: Class 18 contains 16444 members 
Mstep: Class 19 contains 12574 members 
Mstep: Class 20 contains 7836 members 
Mstep: Class 21 contains 4283 members 
Mstep: Class 22 contains 1529 members 
Mstep: Class 23 contains 1726 members 
Mstep: Class 24 contains 7690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892768.000000 Penalty: 63116.312500
Iteration 57Q: 21 clusters Score -4.289277e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 18687 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 8611 members 
Mstep: Class 5 contains 43166 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 15670 members 
Mstep: Class 10 contains 13388 members 
Mstep: Class 11 contains 12284 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152207 members 
Mstep: Class 18 contains 16445 members 
Mstep: Class 19 contains 12566 members 
Mstep: Class 20 contains 7852 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 1527 members 
Mstep: Class 23 contains 1721 members 
Mstep: Class 24 contains 7678 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 21 clusters Score -4.28928e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 18728 members 
Mstep: Class 3 contains 11590 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 43163 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 15675 members 
Mstep: Class 10 contains 13394 members 
Mstep: Class 11 contains 12264 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152186 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 12557 members 
Mstep: Class 20 contains 7871 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 1529 members 
Mstep: Class 23 contains 1715 members 
Mstep: Class 24 contains 7666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892840.000000 Penalty: 63116.312500
Iteration 59Q: 21 clusters Score -4.289284e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18786 members 
Mstep: Class 3 contains 11530 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 43163 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 8 contains 15679 members 
Mstep: Class 10 contains 13396 members 
Mstep: Class 11 contains 12251 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152145 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 12548 members 
Mstep: Class 20 contains 7884 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1531 members 
Mstep: Class 23 contains 1714 members 
Mstep: Class 24 contains 7658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42892944.000000 Penalty: 63116.312500
Iteration 60F: 21 clusters Score -4.289294e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18842 members 
Mstep: Class 3 contains 11452 members 
Mstep: Class 4 contains 8804 members 
Mstep: Class 5 contains 43165 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1615 members 
Mstep: Class 8 contains 15685 members 
Mstep: Class 10 contains 13399 members 
Mstep: Class 11 contains 12231 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152114 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 12545 members 
Mstep: Class 20 contains 7908 members 
Mstep: Class 21 contains 4306 members 
Mstep: Class 22 contains 1531 members 
Mstep: Class 23 contains 1706 members 
Mstep: Class 24 contains 7653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893036.000000 Penalty: 63116.312500
Iteration 61Q: 21 clusters Score -4.289304e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18892 members 
Mstep: Class 3 contains 11393 members 
Mstep: Class 4 contains 8854 members 
Mstep: Class 5 contains 43163 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 15692 members 
Mstep: Class 10 contains 13408 members 
Mstep: Class 11 contains 12219 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152076 members 
Mstep: Class 18 contains 16421 members 
Mstep: Class 19 contains 12545 members 
Mstep: Class 20 contains 7921 members 
Mstep: Class 21 contains 4311 members 
Mstep: Class 22 contains 1532 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 21 clusters Score -4.289308e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18939 members 
Mstep: Class 3 contains 11355 members 
Mstep: Class 4 contains 8920 members 
Mstep: Class 5 contains 43163 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 15692 members 
Mstep: Class 10 contains 13422 members 
Mstep: Class 11 contains 12197 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 152024 members 
Mstep: Class 18 contains 16419 members 
Mstep: Class 19 contains 12545 members 
Mstep: Class 20 contains 7926 members 
Mstep: Class 21 contains 4319 members 
Mstep: Class 22 contains 1532 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 7644 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 21 clusters Score -4.289307e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 11320 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 43164 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 15695 members 
Mstep: Class 10 contains 13425 members 
Mstep: Class 11 contains 12179 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151978 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 12542 members 
Mstep: Class 20 contains 7928 members 
Mstep: Class 21 contains 4330 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1686 members 
Mstep: Class 24 contains 7638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 21 clusters Score -4.289314e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 19027 members 
Mstep: Class 3 contains 11283 members 
Mstep: Class 4 contains 9042 members 
Mstep: Class 5 contains 43161 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 15699 members 
Mstep: Class 10 contains 13428 members 
Mstep: Class 11 contains 12159 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151936 members 
Mstep: Class 18 contains 16411 members 
Mstep: Class 19 contains 12539 members 
Mstep: Class 20 contains 7935 members 
Mstep: Class 21 contains 4334 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1686 members 
Mstep: Class 24 contains 7631 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 21 clusters Score -4.289317e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19060 members 
Mstep: Class 3 contains 11269 members 
Mstep: Class 4 contains 9077 members 
Mstep: Class 5 contains 43161 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 15704 members 
Mstep: Class 10 contains 13434 members 
Mstep: Class 11 contains 12141 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151893 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 12536 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 4332 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1687 members 
Mstep: Class 24 contains 7627 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 21 clusters Score -4.289317e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19087 members 
Mstep: Class 3 contains 11240 members 
Mstep: Class 4 contains 9118 members 
Mstep: Class 5 contains 43158 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1576 members 
Mstep: Class 8 contains 15705 members 
Mstep: Class 10 contains 13443 members 
Mstep: Class 11 contains 12135 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151861 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 12535 members 
Mstep: Class 20 contains 7945 members 
Mstep: Class 21 contains 4331 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1688 members 
Mstep: Class 24 contains 7621 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 21 clusters Score -4.289318e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19115 members 
Mstep: Class 3 contains 11217 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 43155 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 15702 members 
Mstep: Class 10 contains 13450 members 
Mstep: Class 11 contains 12129 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151836 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 12533 members 
Mstep: Class 20 contains 7952 members 
Mstep: Class 21 contains 4331 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1686 members 
Mstep: Class 24 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 21 clusters Score -4.28932e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19142 members 
Mstep: Class 3 contains 11201 members 
Mstep: Class 4 contains 9184 members 
Mstep: Class 5 contains 43152 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 15703 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 12118 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151800 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12532 members 
Mstep: Class 20 contains 7957 members 
Mstep: Class 21 contains 4330 members 
Mstep: Class 22 contains 1531 members 
Mstep: Class 23 contains 1687 members 
Mstep: Class 24 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 21 clusters Score -4.289321e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19176 members 
Mstep: Class 3 contains 11182 members 
Mstep: Class 4 contains 9207 members 
Mstep: Class 5 contains 43148 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 15707 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 12107 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151772 members 
Mstep: Class 18 contains 16399 members 
Mstep: Class 19 contains 12529 members 
Mstep: Class 20 contains 7956 members 
Mstep: Class 21 contains 4330 members 
Mstep: Class 22 contains 1531 members 
Mstep: Class 23 contains 1686 members 
Mstep: Class 24 contains 7612 members 
Entering Unmasked Estep 
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Iteration 70Q: 21 clusters Score -4.289323e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19187 members 
Mstep: Class 3 contains 11165 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 5 contains 43145 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 15705 members 
Mstep: Class 10 contains 13491 members 
Mstep: Class 11 contains 12095 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151768 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 7959 members 
Mstep: Class 21 contains 4330 members 
Mstep: Class 22 contains 1531 members 
Mstep: Class 23 contains 1684 members 
Mstep: Class 24 contains 7610 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -4.289329e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19201 members 
Mstep: Class 3 contains 11156 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 5 contains 43145 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 15705 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 12083 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151754 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 12526 members 
Mstep: Class 20 contains 7956 members 
Mstep: Class 21 contains 4328 members 
Mstep: Class 22 contains 1531 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 7609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893240.000000 Penalty: 63116.312500
Iteration 72Q: 21 clusters Score -4.289324e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19217 members 
Mstep: Class 3 contains 11150 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 43142 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1548 members 
Mstep: Class 8 contains 15705 members 
Mstep: Class 10 contains 13517 members 
Mstep: Class 11 contains 12066 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151738 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 12523 members 
Mstep: Class 20 contains 7962 members 
Mstep: Class 21 contains 4328 members 
Mstep: Class 22 contains 1531 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 7607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42893260.000000 Penalty: 63116.312500
Iteration 73Q: 21 clusters Score -4.289326e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19239 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 43142 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 1546 members 
Mstep: Class 8 contains 15705 members 
Mstep: Class 10 contains 13529 members 
Mstep: Class 11 contains 12045 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 151725 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12520 members 
Mstep: Class 20 contains 7963 members 
Mstep: Class 21 contains 4325 members 
Mstep: Class 22 contains 1531 members 
Mstep: Class 23 contains 1683 members 
Mstep: Class 24 contains 7604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3154.881836 but Gain 3155.812500
Score: -42893172.000000 Penalty: 59960.500000
Iteration 74Q: 20 clusters Score -4.289317e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19478 members 
Mstep: Class 3 contains 11152 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 43250 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 8 contains 15711 members 
Mstep: Class 10 contains 13621 members 
Mstep: Class 11 contains 12169 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 151842 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 12518 members 
Mstep: Class 20 contains 8109 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 1540 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 7639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42895548.000000 Penalty: 59960.500000
Iteration 75Q: 20 clusters Score -4.289555e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 19519 members 
Mstep: Class 3 contains 11111 members 
Mstep: Class 4 contains 9582 members 
Mstep: Class 5 contains 43215 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 8 contains 15707 members 
Mstep: Class 10 contains 13635 members 
Mstep: Class 11 contains 12112 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 151794 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12510 members 
Mstep: Class 20 contains 8078 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 1538 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42895532.000000 Penalty: 59960.500000
Iteration 76Q: 20 clusters Score -4.289553e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 19561 members 
Mstep: Class 3 contains 11082 members 
Mstep: Class 4 contains 9628 members 
Mstep: Class 5 contains 43187 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 8 contains 15698 members 
Mstep: Class 10 contains 13656 members 
Mstep: Class 11 contains 12068 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 151774 members 
Mstep: Class 18 contains 16399 members 
Mstep: Class 19 contains 12507 members 
Mstep: Class 20 contains 8052 members 
Mstep: Class 21 contains 4910 members 
Mstep: Class 22 contains 1538 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 7604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42895560.000000 Penalty: 59960.500000
Iteration 77Q: 20 clusters Score -4.289556e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 19599 members 
Mstep: Class 3 contains 11065 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 43167 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 8 contains 15697 members 
Mstep: Class 10 contains 13672 members 
Mstep: Class 11 contains 12039 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 151750 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 8027 members 
Mstep: Class 21 contains 4955 members 
Mstep: Class 22 contains 1531 members 
Mstep: Class 23 contains 1693 members 
Mstep: Class 24 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42895460.000000 Penalty: 59960.500000
Iteration 78Q: 20 clusters Score -4.289546e+07 nChanged 242
Entering ConstructFrom: 
Score: -42895460.000000 Penalty: 59960.500000
Entering ConstructFrom: 
Trying to split cluster 1 (3809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Entering Unmasked Estep 
Score: -487796.562500 Penalty: 2044.790283
	Iteration 0F: 2 clusters Score -487796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -484013.812500 Penalty: 4089.580566
	Iteration 0F: 3 clusters Score -484013.8 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -484787.000000 Penalty: 4089.580566
	Iteration 1F: 3 clusters Score -484787 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -484974.250000 Penalty: 4089.580566
	Iteration 2F: 3 clusters Score -484974.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -485090.812500 Penalty: 4089.580566
	Iteration 3Q: 3 clusters Score -485090.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -485175.625000 Penalty: 4089.580566
	Iteration 4Q: 3 clusters Score -485175.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -485230.781250 Penalty: 4089.580566
	Iteration 5Q: 3 clusters Score -485230.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -485272.718750 Penalty: 4089.580566
	Iteration 6Q: 3 clusters Score -485272.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -485343.312500 Penalty: 4089.580566
	Iteration 7Q: 3 clusters Score -485343.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -485424.468750 Penalty: 4089.580566
	Iteration 8Q: 3 clusters Score -485424.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -485484.781250 Penalty: 4089.580566
	Iteration 9Q: 3 clusters Score -485484.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -485534.062500 Penalty: 4089.580566
	Iteration 10Q: 3 clusters Score -485534.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -485568.812500 Penalty: 4089.580566
	Iteration 11Q: 3 clusters Score -485568.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -485598.750000 Penalty: 4089.580566
	Iteration 12Q: 3 clusters Score -485598.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -485630.843750 Penalty: 4089.580566
	Iteration 13Q: 3 clusters Score -485630.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -485660.718750 Penalty: 4089.580566
	Iteration 14Q: 3 clusters Score -485660.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -485688.875000 Penalty: 4089.580566
	Iteration 15Q: 3 clusters Score -485688.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -485718.031250 Penalty: 4089.580566
	Iteration 16Q: 3 clusters Score -485718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -485744.031250 Penalty: 4089.580566
	Iteration 17Q: 3 clusters Score -485744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -485764.843750 Penalty: 4089.580566
	Iteration 18Q: 3 clusters Score -485764.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -485786.968750 Penalty: 4089.580566
	Iteration 19Q: 3 clusters Score -485787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -485802.937500 Penalty: 4089.580566
	Iteration 20F: 3 clusters Score -485802.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -485819.531250 Penalty: 4089.580566
	Iteration 21Q: 3 clusters Score -485819.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -485837.968750 Penalty: 4089.580566
	Iteration 22Q: 3 clusters Score -485838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -485847.218750 Penalty: 4089.580566
	Iteration 23Q: 3 clusters Score -485847.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -485854.500000 Penalty: 4089.580566
	Iteration 24Q: 3 clusters Score -485854.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -485861.437500 Penalty: 4089.580566
	Iteration 25Q: 3 clusters Score -485861.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -485869.468750 Penalty: 4089.580566
	Iteration 26Q: 3 clusters Score -485869.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -485881.625000 Penalty: 4089.580566
	Iteration 27Q: 3 clusters Score -485881.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -485892.656250 Penalty: 4089.580566
	Iteration 28Q: 3 clusters Score -485892.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -485900.156250 Penalty: 4089.580566
	Iteration 29Q: 3 clusters Score -485900.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -485909.625000 Penalty: 4089.580566
	Iteration 30Q: 3 clusters Score -485909.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -485916.906250 Penalty: 4089.580566
	Iteration 31Q: 3 clusters Score -485916.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -485927.781250 Penalty: 4089.580566
	Iteration 32Q: 3 clusters Score -485927.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -485935.343750 Penalty: 4089.580566
	Iteration 33Q: 3 clusters Score -485935.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -485939.875000 Penalty: 4089.580566
	Iteration 34Q: 3 clusters Score -485939.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -485944.125000 Penalty: 4089.580566
	Iteration 35Q: 3 clusters Score -485944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -485946.500000 Penalty: 4089.580566
	Iteration 36Q: 3 clusters Score -485946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -485948.375000 Penalty: 4089.580566
	Iteration 37Q: 3 clusters Score -485948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -485949.468750 Penalty: 4089.580566
	Iteration 38Q: 3 clusters Score -485949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -485950.750000 Penalty: 4089.580566
	Iteration 39Q: 3 clusters Score -485950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -485951.687500 Penalty: 4089.580566
	Iteration 40F: 3 clusters Score -485951.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -485955.437500 Penalty: 4089.580566
	Iteration 41Q: 3 clusters Score -485955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -485957.718750 Penalty: 4089.580566
	Iteration 42Q: 3 clusters Score -485957.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -485962.937500 Penalty: 4089.580566
	Iteration 43Q: 3 clusters Score -485962.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -485967.312500 Penalty: 4089.580566
	Iteration 44Q: 3 clusters Score -485967.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -485972.343750 Penalty: 4089.580566
	Iteration 45Q: 3 clusters Score -485972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -485977.625000 Penalty: 4089.580566
	Iteration 46Q: 3 clusters Score -485977.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -485980.531250 Penalty: 4089.580566
	Iteration 47Q: 3 clusters Score -485980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -485984.375000 Penalty: 4089.580566
	Iteration 48Q: 3 clusters Score -485984.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -485987.937500 Penalty: 4089.580566
	Iteration 49Q: 3 clusters Score -485987.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -485992.562500 Penalty: 4089.580566
	Iteration 50Q: 3 clusters Score -485992.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -485998.781250 Penalty: 4089.580566
	Iteration 51Q: 3 clusters Score -485998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -486004.781250 Penalty: 4089.580566
	Iteration 52Q: 3 clusters Score -486004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -486012.156250 Penalty: 4089.580566
	Iteration 53Q: 3 clusters Score -486012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -486019.000000 Penalty: 4089.580566
	Iteration 54Q: 3 clusters Score -486019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -486030.250000 Penalty: 4089.580566
	Iteration 55Q: 3 clusters Score -486030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -486036.343750 Penalty: 4089.580566
	Iteration 56Q: 3 clusters Score -486036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -486039.437500 Penalty: 4089.580566
	Iteration 57Q: 3 clusters Score -486039.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -486043.250000 Penalty: 4089.580566
	Iteration 58Q: 3 clusters Score -486043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -486046.781250 Penalty: 4089.580566
	Iteration 59Q: 3 clusters Score -486046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -486049.031250 Penalty: 4089.580566
	Iteration 60F: 3 clusters Score -486049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -486049.687500 Penalty: 4089.580566
	Iteration 61Q: 3 clusters Score -486049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -486051.093750 Penalty: 4089.580566
	Iteration 62Q: 3 clusters Score -486051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -486052.343750 Penalty: 4089.580566
	Iteration 63Q: 3 clusters Score -486052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -486054.125000 Penalty: 4089.580566
	Iteration 64Q: 3 clusters Score -486054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -486055.906250 Penalty: 4089.580566
	Iteration 65Q: 3 clusters Score -486055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -486056.218750 Penalty: 4089.580566
	Iteration 66Q: 3 clusters Score -486056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -486056.218750 Penalty: 4089.580566
	Iteration 67F: 3 clusters Score -486056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Entering Unmasked Estep 
Score: -2443639.750000 Penalty: 2451.294922
	Iteration 0F: 2 clusters Score -2443640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2429807.500000 Penalty: 4902.589844
	Iteration 0F: 3 clusters Score -2429808 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2434524.250000 Penalty: 4902.589844
	Iteration 1F: 3 clusters Score -2434524 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2434935.250000 Penalty: 4902.589844
	Iteration 2F: 3 clusters Score -2434935 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2435284.500000 Penalty: 4902.589844
	Iteration 3Q: 3 clusters Score -2435284 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2435607.500000 Penalty: 4902.589844
	Iteration 4Q: 3 clusters Score -2435608 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2435873.000000 Penalty: 4902.589844
	Iteration 5Q: 3 clusters Score -2435873 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2436140.000000 Penalty: 4902.589844
	Iteration 6Q: 3 clusters Score -2436140 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2436431.750000 Penalty: 4902.589844
	Iteration 7Q: 3 clusters Score -2436432 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2436818.500000 Penalty: 4902.589844
	Iteration 8Q: 3 clusters Score -2436818 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2437304.000000 Penalty: 4902.589844
	Iteration 9Q: 3 clusters Score -2437304 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2437841.500000 Penalty: 4902.589844
	Iteration 10Q: 3 clusters Score -2437842 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2438437.250000 Penalty: 4902.589844
	Iteration 11Q: 3 clusters Score -2438437 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2439082.750000 Penalty: 4902.589844
	Iteration 12Q: 3 clusters Score -2439083 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2439698.750000 Penalty: 4902.589844
	Iteration 13Q: 3 clusters Score -2439699 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2440201.000000 Penalty: 4902.589844
	Iteration 14Q: 3 clusters Score -2440201 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2440603.750000 Penalty: 4902.589844
	Iteration 15Q: 3 clusters Score -2440604 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2440867.500000 Penalty: 4902.589844
	Iteration 16Q: 3 clusters Score -2440868 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2441019.750000 Penalty: 4902.589844
	Iteration 17Q: 3 clusters Score -2441020 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2441154.500000 Penalty: 4902.589844
	Iteration 18Q: 3 clusters Score -2441154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2441245.500000 Penalty: 4902.589844
	Iteration 19Q: 3 clusters Score -2441246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2441314.750000 Penalty: 4902.589844
	Iteration 20F: 3 clusters Score -2441315 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2441378.250000 Penalty: 4902.589844
	Iteration 21Q: 3 clusters Score -2441378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2441435.500000 Penalty: 4902.589844
	Iteration 22Q: 3 clusters Score -2441436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2441468.750000 Penalty: 4902.589844
	Iteration 23Q: 3 clusters Score -2441469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2441492.500000 Penalty: 4902.589844
	Iteration 24Q: 3 clusters Score -2441492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2441524.750000 Penalty: 4902.589844
	Iteration 25Q: 3 clusters Score -2441525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2441542.500000 Penalty: 4902.589844
	Iteration 26Q: 3 clusters Score -2441542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2441562.000000 Penalty: 4902.589844
	Iteration 27Q: 3 clusters Score -2441562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2441571.500000 Penalty: 4902.589844
	Iteration 28Q: 3 clusters Score -2441572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2441580.000000 Penalty: 4902.589844
	Iteration 29Q: 3 clusters Score -2441580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2441592.500000 Penalty: 4902.589844
	Iteration 30Q: 3 clusters Score -2441592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2441602.250000 Penalty: 4902.589844
	Iteration 31Q: 3 clusters Score -2441602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2441606.500000 Penalty: 4902.589844
	Iteration 32Q: 3 clusters Score -2441606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2441613.250000 Penalty: 4902.589844
	Iteration 33Q: 3 clusters Score -2441613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2441611.750000 Penalty: 4902.589844
	Iteration 34Q: 3 clusters Score -2441612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2441612.750000 Penalty: 4902.589844
	Iteration 35Q: 3 clusters Score -2441613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2441612.750000 Penalty: 4902.589844
	Iteration 36Q: 3 clusters Score -2441613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2441613.500000 Penalty: 4902.589844
	Iteration 37Q: 3 clusters Score -2441614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2441616.250000 Penalty: 4902.589844
	Iteration 38Q: 3 clusters Score -2441616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2441616.500000 Penalty: 4902.589844
	Iteration 39Q: 3 clusters Score -2441616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2441618.250000 Penalty: 4902.589844
	Iteration 40F: 3 clusters Score -2441618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Entering Unmasked Estep 
Score: -1425024.375000 Penalty: 2308.858887
	Iteration 0F: 2 clusters Score -1425024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1416601.875000 Penalty: 4617.717773
	Iteration 0F: 3 clusters Score -1416602 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1419014.625000 Penalty: 4617.717773
	Iteration 1F: 3 clusters Score -1419015 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1419350.625000 Penalty: 4617.717773
	Iteration 2F: 3 clusters Score -1419351 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1419586.250000 Penalty: 4617.717773
	Iteration 3F: 3 clusters Score -1419586 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1419753.375000 Penalty: 4617.717773
	Iteration 4Q: 3 clusters Score -1419753 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1419915.500000 Penalty: 4617.717773
	Iteration 5Q: 3 clusters Score -1419916 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1420094.000000 Penalty: 4617.717773
	Iteration 6Q: 3 clusters Score -1420094 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1420262.750000 Penalty: 4617.717773
	Iteration 7Q: 3 clusters Score -1420263 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1420418.625000 Penalty: 4617.717773
	Iteration 8Q: 3 clusters Score -1420419 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1420599.875000 Penalty: 4617.717773
	Iteration 9Q: 3 clusters Score -1420600 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1420798.625000 Penalty: 4617.717773
	Iteration 10Q: 3 clusters Score -1420799 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1420996.000000 Penalty: 4617.717773
	Iteration 11Q: 3 clusters Score -1420996 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1421209.125000 Penalty: 4617.717773
	Iteration 12Q: 3 clusters Score -1421209 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1421432.500000 Penalty: 4617.717773
	Iteration 13Q: 3 clusters Score -1421432 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1421666.875000 Penalty: 4617.717773
	Iteration 14Q: 3 clusters Score -1421667 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1421914.500000 Penalty: 4617.717773
	Iteration 15Q: 3 clusters Score -1421914 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1422140.125000 Penalty: 4617.717773
	Iteration 16Q: 3 clusters Score -1422140 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1422348.500000 Penalty: 4617.717773
	Iteration 17Q: 3 clusters Score -1422348 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1422511.000000 Penalty: 4617.717773
	Iteration 18Q: 3 clusters Score -1422511 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1422676.625000 Penalty: 4617.717773
	Iteration 19Q: 3 clusters Score -1422677 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1422821.375000 Penalty: 4617.717773
	Iteration 20F: 3 clusters Score -1422821 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1422921.875000 Penalty: 4617.717773
	Iteration 21Q: 3 clusters Score -1422922 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1422980.625000 Penalty: 4617.717773
	Iteration 22Q: 3 clusters Score -1422981 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1423029.250000 Penalty: 4617.717773
	Iteration 23Q: 3 clusters Score -1423029 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1423060.500000 Penalty: 4617.717773
	Iteration 24Q: 3 clusters Score -1423060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1423082.125000 Penalty: 4617.717773
	Iteration 25Q: 3 clusters Score -1423082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1423104.125000 Penalty: 4617.717773
	Iteration 26Q: 3 clusters Score -1423104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1423117.375000 Penalty: 4617.717773
	Iteration 27Q: 3 clusters Score -1423117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1423132.125000 Penalty: 4617.717773
	Iteration 28Q: 3 clusters Score -1423132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1423142.375000 Penalty: 4617.717773
	Iteration 29Q: 3 clusters Score -1423142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1423154.875000 Penalty: 4617.717773
	Iteration 30Q: 3 clusters Score -1423155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1423160.625000 Penalty: 4617.717773
	Iteration 31Q: 3 clusters Score -1423161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1423165.250000 Penalty: 4617.717773
	Iteration 32Q: 3 clusters Score -1423165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1423174.000000 Penalty: 4617.717773
	Iteration 33Q: 3 clusters Score -1423174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1423179.375000 Penalty: 4617.717773
	Iteration 34Q: 3 clusters Score -1423179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1423180.125000 Penalty: 4617.717773
	Iteration 35Q: 3 clusters Score -1423180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1423189.125000 Penalty: 4617.717773
	Iteration 36Q: 3 clusters Score -1423189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1423194.250000 Penalty: 4617.717773
	Iteration 37Q: 3 clusters Score -1423194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1423196.125000 Penalty: 4617.717773
	Iteration 38Q: 3 clusters Score -1423196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1423196.250000 Penalty: 4617.717773
	Iteration 39Q: 3 clusters Score -1423196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1423202.375000 Penalty: 4617.717773
	Iteration 40F: 3 clusters Score -1423202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1423201.750000 Penalty: 4617.717773
	Iteration 41Q: 3 clusters Score -1423202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1423207.375000 Penalty: 4617.717773
	Iteration 42Q: 3 clusters Score -1423207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1423211.000000 Penalty: 4617.717773
	Iteration 43Q: 3 clusters Score -1423211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1423214.250000 Penalty: 4617.717773
	Iteration 44Q: 3 clusters Score -1423214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1423221.375000 Penalty: 4617.717773
	Iteration 45Q: 3 clusters Score -1423221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1423227.375000 Penalty: 4617.717773
	Iteration 46Q: 3 clusters Score -1423227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1423227.750000 Penalty: 4617.717773
	Iteration 47Q: 3 clusters Score -1423228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1423238.125000 Penalty: 4617.717773
	Iteration 48Q: 3 clusters Score -1423238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1423244.625000 Penalty: 4617.717773
	Iteration 49Q: 3 clusters Score -1423245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1423249.125000 Penalty: 4617.717773
	Iteration 50Q: 3 clusters Score -1423249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1423245.375000 Penalty: 4617.717773
	Iteration 51Q: 3 clusters Score -1423245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1423246.500000 Penalty: 4617.717773
	Iteration 52Q: 3 clusters Score -1423246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1423247.875000 Penalty: 4617.717773
	Iteration 53Q: 3 clusters Score -1423248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1423248.625000 Penalty: 4617.717773
	Iteration 54Q: 3 clusters Score -1423249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1423251.500000 Penalty: 4617.717773
	Iteration 55Q: 3 clusters Score -1423252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1423254.000000 Penalty: 4617.717773
	Iteration 56Q: 3 clusters Score -1423254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1423257.750000 Penalty: 4617.717773
	Iteration 57Q: 3 clusters Score -1423258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1423259.875000 Penalty: 4617.717773
	Iteration 58Q: 3 clusters Score -1423260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1423259.750000 Penalty: 4617.717773
	Iteration 59Q: 3 clusters Score -1423260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1423259.000000 Penalty: 4617.717773
	Iteration 60F: 3 clusters Score -1423259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1423260.500000 Penalty: 4617.717773
	Iteration 61Q: 3 clusters Score -1423260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1423260.000000 Penalty: 4617.717773
	Iteration 62Q: 3 clusters Score -1423260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1423260.125000 Penalty: 4617.717773
	Iteration 63Q: 3 clusters Score -1423260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1423260.125000 Penalty: 4617.717773
	Iteration 64F: 3 clusters Score -1423260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Entering Unmasked Estep 
Score: -1275222.000000 Penalty: 2276.763672
	Iteration 0F: 2 clusters Score -1275222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1267625.625000 Penalty: 4553.527344
	Iteration 0F: 3 clusters Score -1267626 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1269736.875000 Penalty: 4553.527344
	Iteration 1F: 3 clusters Score -1269737 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1270058.500000 Penalty: 4553.527344
	Iteration 2F: 3 clusters Score -1270058 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1270296.375000 Penalty: 4553.527344
	Iteration 3F: 3 clusters Score -1270296 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1270447.625000 Penalty: 4553.527344
	Iteration 4Q: 3 clusters Score -1270448 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1270573.875000 Penalty: 4553.527344
	Iteration 5Q: 3 clusters Score -1270574 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1270677.375000 Penalty: 4553.527344
	Iteration 6Q: 3 clusters Score -1270677 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1270764.625000 Penalty: 4553.527344
	Iteration 7Q: 3 clusters Score -1270765 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1270844.750000 Penalty: 4553.527344
	Iteration 8Q: 3 clusters Score -1270845 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1270924.125000 Penalty: 4553.527344
	Iteration 9Q: 3 clusters Score -1270924 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1271003.250000 Penalty: 4553.527344
	Iteration 10Q: 3 clusters Score -1271003 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1271094.000000 Penalty: 4553.527344
	Iteration 11Q: 3 clusters Score -1271094 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1271200.375000 Penalty: 4553.527344
	Iteration 12Q: 3 clusters Score -1271200 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1271325.750000 Penalty: 4553.527344
	Iteration 13Q: 3 clusters Score -1271326 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1271481.000000 Penalty: 4553.527344
	Iteration 14Q: 3 clusters Score -1271481 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1271653.875000 Penalty: 4553.527344
	Iteration 15Q: 3 clusters Score -1271654 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1271830.125000 Penalty: 4553.527344
	Iteration 16Q: 3 clusters Score -1271830 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1272004.625000 Penalty: 4553.527344
	Iteration 17Q: 3 clusters Score -1272005 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1272173.750000 Penalty: 4553.527344
	Iteration 18Q: 3 clusters Score -1272174 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1272335.750000 Penalty: 4553.527344
	Iteration 19Q: 3 clusters Score -1272336 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1272512.625000 Penalty: 4553.527344
	Iteration 20F: 3 clusters Score -1272513 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1272672.750000 Penalty: 4553.527344
	Iteration 21Q: 3 clusters Score -1272673 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1272800.000000 Penalty: 4553.527344
	Iteration 22Q: 3 clusters Score -1272800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1272890.625000 Penalty: 4553.527344
	Iteration 23Q: 3 clusters Score -1272891 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1272956.000000 Penalty: 4553.527344
	Iteration 24Q: 3 clusters Score -1272956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1273001.250000 Penalty: 4553.527344
	Iteration 25Q: 3 clusters Score -1273001 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1273048.500000 Penalty: 4553.527344
	Iteration 26Q: 3 clusters Score -1273048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1273083.125000 Penalty: 4553.527344
	Iteration 27Q: 3 clusters Score -1273083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1273113.125000 Penalty: 4553.527344
	Iteration 28Q: 3 clusters Score -1273113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1273128.000000 Penalty: 4553.527344
	Iteration 29Q: 3 clusters Score -1273128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1273146.125000 Penalty: 4553.527344
	Iteration 30Q: 3 clusters Score -1273146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1273158.875000 Penalty: 4553.527344
	Iteration 31Q: 3 clusters Score -1273159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1273163.625000 Penalty: 4553.527344
	Iteration 32Q: 3 clusters Score -1273164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1273169.125000 Penalty: 4553.527344
	Iteration 33Q: 3 clusters Score -1273169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1273172.250000 Penalty: 4553.527344
	Iteration 34Q: 3 clusters Score -1273172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1273176.875000 Penalty: 4553.527344
	Iteration 35Q: 3 clusters Score -1273177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1273178.500000 Penalty: 4553.527344
	Iteration 36Q: 3 clusters Score -1273178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1273184.875000 Penalty: 4553.527344
	Iteration 37Q: 3 clusters Score -1273185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1273195.750000 Penalty: 4553.527344
	Iteration 38Q: 3 clusters Score -1273196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1273200.250000 Penalty: 4553.527344
	Iteration 39Q: 3 clusters Score -1273200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1273205.750000 Penalty: 4553.527344
	Iteration 40F: 3 clusters Score -1273206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1273212.125000 Penalty: 4553.527344
	Iteration 41Q: 3 clusters Score -1273212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1273215.875000 Penalty: 4553.527344
	Iteration 42Q: 3 clusters Score -1273216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1273217.625000 Penalty: 4553.527344
	Iteration 43Q: 3 clusters Score -1273218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1273219.000000 Penalty: 4553.527344
	Iteration 44Q: 3 clusters Score -1273219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1273219.125000 Penalty: 4553.527344
	Iteration 45Q: 3 clusters Score -1273219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1273225.375000 Penalty: 4553.527344
	Iteration 46Q: 3 clusters Score -1273225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1273227.750000 Penalty: 4553.527344
	Iteration 47Q: 3 clusters Score -1273228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1273228.500000 Penalty: 4553.527344
	Iteration 48Q: 3 clusters Score -1273228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1273229.250000 Penalty: 4553.527344
	Iteration 49Q: 3 clusters Score -1273229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1273229.250000 Penalty: 4553.527344
	Iteration 50F: 3 clusters Score -1273229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Entering Unmasked Estep 
Score: -5617786.500000 Penalty: 2646.804688
	Iteration 0F: 2 clusters Score -5617786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5588579.500000 Penalty: 5293.609375
	Iteration 0F: 3 clusters Score -5588580 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5599482.000000 Penalty: 5293.609375
	Iteration 1F: 3 clusters Score -5599482 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -5600038.500000 Penalty: 5293.609375
	Iteration 2Q: 3 clusters Score -5600038 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5600726.000000 Penalty: 5293.609375
	Iteration 3Q: 3 clusters Score -5600726 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5601547.000000 Penalty: 5293.609375
	Iteration 4Q: 3 clusters Score -5601547 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -5602712.500000 Penalty: 5293.609375
	Iteration 5F: 3 clusters Score -5602712 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -5604512.500000 Penalty: 5293.609375
	Iteration 6F: 3 clusters Score -5604512 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -5606992.000000 Penalty: 5293.609375
	Iteration 7F: 3 clusters Score -5606992 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -5609867.000000 Penalty: 5293.609375
	Iteration 8F: 3 clusters Score -5609867 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5612356.500000 Penalty: 5293.609375
	Iteration 9F: 3 clusters Score -5612356 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5613977.000000 Penalty: 5293.609375
	Iteration 10Q: 3 clusters Score -5613977 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5614827.500000 Penalty: 5293.609375
	Iteration 11Q: 3 clusters Score -5614828 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5615221.000000 Penalty: 5293.609375
	Iteration 12Q: 3 clusters Score -5615221 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5615406.000000 Penalty: 5293.609375
	Iteration 13Q: 3 clusters Score -5615406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5615483.000000 Penalty: 5293.609375
	Iteration 14Q: 3 clusters Score -5615483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5615542.500000 Penalty: 5293.609375
	Iteration 15Q: 3 clusters Score -5615542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5615562.000000 Penalty: 5293.609375
	Iteration 16Q: 3 clusters Score -5615562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5615576.000000 Penalty: 5293.609375
	Iteration 17Q: 3 clusters Score -5615576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5615597.500000 Penalty: 5293.609375
	Iteration 18Q: 3 clusters Score -5615598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5615612.500000 Penalty: 5293.609375
	Iteration 19Q: 3 clusters Score -5615612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5615630.500000 Penalty: 5293.609375
	Iteration 20F: 3 clusters Score -5615630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5615628.000000 Penalty: 5293.609375
	Iteration 21Q: 3 clusters Score -5615628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5615642.500000 Penalty: 5293.609375
	Iteration 22Q: 3 clusters Score -5615642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5615653.000000 Penalty: 5293.609375
	Iteration 23Q: 3 clusters Score -5615653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5615655.500000 Penalty: 5293.609375
	Iteration 24Q: 3 clusters Score -5615656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5615656.500000 Penalty: 5293.609375
	Iteration 25Q: 3 clusters Score -5615656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5615658.500000 Penalty: 5293.609375
	Iteration 26Q: 3 clusters Score -5615658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5615658.500000 Penalty: 5293.609375
	Iteration 27F: 3 clusters Score -5615658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -142383.796875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -142383.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140296.953125 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -140297 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140600.906250 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -140600.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140714.562500 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -140714.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140803.593750 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -140803.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140865.453125 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -140865.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140903.625000 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -140903.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140953.421875 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -140953.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -141018.000000 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -141018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -141075.046875 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -141075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -141126.921875 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -141126.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -141174.468750 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -141174.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -141221.359375 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -141221.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -141254.640625 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -141254.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -141288.375000 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -141288.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -141335.828125 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -141335.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141410.859375 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -141410.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141488.656250 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -141488.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141610.421875 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -141610.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -141806.484375 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -141806.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142191.265625 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -142191.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142389.640625 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -142389.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142465.859375 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -142465.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -142522.687500 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -142522.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -142561.953125 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -142562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -142587.359375 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -142587.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142606.890625 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -142606.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -142622.015625 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -142622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -142636.937500 Penalty: 3509.181641
	Iteration 27Q: 3 clusters Score -142636.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -142648.531250 Penalty: 3509.181641
	Iteration 28Q: 3 clusters Score -142648.5 nChanged 10
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: -142666.546875 Penalty: 3509.181641
	Iteration 29Q: 3 clusters Score -142666.5 nChanged 14
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: -142697.437500 Penalty: 3509.181641
	Iteration 30Q: 3 clusters Score -142697.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -142718.171875 Penalty: 3509.181641
	Iteration 31Q: 3 clusters Score -142718.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -142730.015625 Penalty: 3509.181641
	Iteration 32Q: 3 clusters Score -142730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -142743.484375 Penalty: 3509.181641
	Iteration 33Q: 3 clusters Score -142743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142752.531250 Penalty: 3509.181641
	Iteration 34Q: 3 clusters Score -142752.5 nChanged 3
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: -142756.906250 Penalty: 3509.181641
	Iteration 35Q: 3 clusters Score -142756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -142759.312500 Penalty: 3509.181641
	Iteration 36Q: 3 clusters Score -142759.3 nChanged 2
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: -142762.265625 Penalty: 3509.181641
	Iteration 37Q: 3 clusters Score -142762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -142763.218750 Penalty: 3509.181641
	Iteration 38Q: 3 clusters Score -142763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142764.843750 Penalty: 3509.181641
	Iteration 39Q: 3 clusters Score -142764.8 nChanged 3
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: -142770.187500 Penalty: 3509.181641
	Iteration 40F: 3 clusters Score -142770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -142777.234375 Penalty: 3509.181641
	Iteration 41Q: 3 clusters Score -142777.2 nChanged 2
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: -142781.718750 Penalty: 3509.181641
	Iteration 42Q: 3 clusters Score -142781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -142785.046875 Penalty: 3509.181641
	Iteration 43Q: 3 clusters Score -142785 nChanged 3
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: -142789.640625 Penalty: 3509.181641
	Iteration 44Q: 3 clusters Score -142789.6 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: -142800.062500 Penalty: 3509.181641
	Iteration 45Q: 3 clusters Score -142800.1 nChanged 6
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: -142816.312500 Penalty: 3509.181641
	Iteration 46Q: 3 clusters Score -142816.3 nChanged 7
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: -142836.562500 Penalty: 3509.181641
	Iteration 47Q: 3 clusters Score -142836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -142874.265625 Penalty: 3509.181641
	Iteration 48Q: 3 clusters Score -142874.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -142944.468750 Penalty: 3509.181641
	Iteration 49Q: 3 clusters Score -142944.5 nChanged 13
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: -143037.250000 Penalty: 3509.181641
	Iteration 50Q: 3 clusters Score -143037.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -143129.171875 Penalty: 3509.181641
	Iteration 51Q: 3 clusters Score -143129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143144.328125 Penalty: 3509.181641
	Iteration 52Q: 3 clusters Score -143144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143144.328125 Penalty: 3509.181641
	Iteration 53F: 3 clusters Score -143144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 43157 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 388 members 
Mstep: Class 8 contains 15699 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 12018 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 151727 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12497 members 
Mstep: Class 20 contains 8018 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 7582 members 
Entering Unmasked Estep 
Score: -42894880.000000 Penalty: 63116.312500
Splitting cluster 6 changes total score from -42895460.000000 to -42894880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (15699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Entering Unmasked Estep 
Score: -2047965.250000 Penalty: 2396.015381
	Iteration 0F: 2 clusters Score -2047965 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 7868 members 
Entering Unmasked Estep 
Score: -2036622.875000 Penalty: 4792.030762
	Iteration 0F: 3 clusters Score -2036623 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2040177.625000 Penalty: 4792.030762
	Iteration 1F: 3 clusters Score -2040178 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2040488.375000 Penalty: 4792.030762
	Iteration 2F: 3 clusters Score -2040488 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2040735.875000 Penalty: 4792.030762
	Iteration 3Q: 3 clusters Score -2040736 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2040952.875000 Penalty: 4792.030762
	Iteration 4Q: 3 clusters Score -2040953 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2041121.250000 Penalty: 4792.030762
	Iteration 5Q: 3 clusters Score -2041121 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2041261.875000 Penalty: 4792.030762
	Iteration 6Q: 3 clusters Score -2041262 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2041397.250000 Penalty: 4792.030762
	Iteration 7Q: 3 clusters Score -2041397 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2041547.125000 Penalty: 4792.030762
	Iteration 8Q: 3 clusters Score -2041547 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2041684.625000 Penalty: 4792.030762
	Iteration 9Q: 3 clusters Score -2041685 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2041825.250000 Penalty: 4792.030762
	Iteration 10Q: 3 clusters Score -2041825 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2041944.500000 Penalty: 4792.030762
	Iteration 11Q: 3 clusters Score -2041944 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2042050.125000 Penalty: 4792.030762
	Iteration 12Q: 3 clusters Score -2042050 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2042143.375000 Penalty: 4792.030762
	Iteration 13Q: 3 clusters Score -2042143 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2042237.500000 Penalty: 4792.030762
	Iteration 14Q: 3 clusters Score -2042238 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2042316.625000 Penalty: 4792.030762
	Iteration 15Q: 3 clusters Score -2042317 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2042403.500000 Penalty: 4792.030762
	Iteration 16Q: 3 clusters Score -2042404 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2042496.375000 Penalty: 4792.030762
	Iteration 17Q: 3 clusters Score -2042496 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2042600.875000 Penalty: 4792.030762
	Iteration 18Q: 3 clusters Score -2042601 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2042710.500000 Penalty: 4792.030762
	Iteration 19Q: 3 clusters Score -2042710 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2042817.625000 Penalty: 4792.030762
	Iteration 20F: 3 clusters Score -2042818 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2042918.500000 Penalty: 4792.030762
	Iteration 21Q: 3 clusters Score -2042918 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2043009.500000 Penalty: 4792.030762
	Iteration 22Q: 3 clusters Score -2043010 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2043094.750000 Penalty: 4792.030762
	Iteration 23Q: 3 clusters Score -2043095 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2043163.250000 Penalty: 4792.030762
	Iteration 24Q: 3 clusters Score -2043163 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2043222.750000 Penalty: 4792.030762
	Iteration 25Q: 3 clusters Score -2043223 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2043271.375000 Penalty: 4792.030762
	Iteration 26Q: 3 clusters Score -2043271 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2043323.875000 Penalty: 4792.030762
	Iteration 27Q: 3 clusters Score -2043324 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2043368.750000 Penalty: 4792.030762
	Iteration 28Q: 3 clusters Score -2043369 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2043417.375000 Penalty: 4792.030762
	Iteration 29Q: 3 clusters Score -2043417 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2043477.125000 Penalty: 4792.030762
	Iteration 30Q: 3 clusters Score -2043477 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2043532.375000 Penalty: 4792.030762
	Iteration 31Q: 3 clusters Score -2043532 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2043581.750000 Penalty: 4792.030762
	Iteration 32Q: 3 clusters Score -2043582 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2043654.000000 Penalty: 4792.030762
	Iteration 33Q: 3 clusters Score -2043654 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2043735.750000 Penalty: 4792.030762
	Iteration 34Q: 3 clusters Score -2043736 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2043852.500000 Penalty: 4792.030762
	Iteration 35Q: 3 clusters Score -2043852 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2044035.125000 Penalty: 4792.030762
	Iteration 36Q: 3 clusters Score -2044035 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2044258.625000 Penalty: 4792.030762
	Iteration 37Q: 3 clusters Score -2044259 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2044511.875000 Penalty: 4792.030762
	Iteration 38Q: 3 clusters Score -2044512 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2044754.000000 Penalty: 4792.030762
	Iteration 39Q: 3 clusters Score -2044754 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2044911.375000 Penalty: 4792.030762
	Iteration 40F: 3 clusters Score -2044911 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2045015.625000 Penalty: 4792.030762
	Iteration 41Q: 3 clusters Score -2045016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2045078.375000 Penalty: 4792.030762
	Iteration 42Q: 3 clusters Score -2045078 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2045129.375000 Penalty: 4792.030762
	Iteration 43Q: 3 clusters Score -2045129 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2045158.250000 Penalty: 4792.030762
	Iteration 44Q: 3 clusters Score -2045158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2045186.750000 Penalty: 4792.030762
	Iteration 45Q: 3 clusters Score -2045187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2045216.125000 Penalty: 4792.030762
	Iteration 46Q: 3 clusters Score -2045216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2045229.250000 Penalty: 4792.030762
	Iteration 47Q: 3 clusters Score -2045229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2045242.875000 Penalty: 4792.030762
	Iteration 48Q: 3 clusters Score -2045243 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2045254.125000 Penalty: 4792.030762
	Iteration 49Q: 3 clusters Score -2045254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2045267.750000 Penalty: 4792.030762
	Iteration 50Q: 3 clusters Score -2045268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2045283.375000 Penalty: 4792.030762
	Iteration 51Q: 3 clusters Score -2045283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2045290.750000 Penalty: 4792.030762
	Iteration 52Q: 3 clusters Score -2045291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2045302.500000 Penalty: 4792.030762
	Iteration 53Q: 3 clusters Score -2045302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2045312.250000 Penalty: 4792.030762
	Iteration 54Q: 3 clusters Score -2045312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2045315.125000 Penalty: 4792.030762
	Iteration 55Q: 3 clusters Score -2045315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2045325.250000 Penalty: 4792.030762
	Iteration 56Q: 3 clusters Score -2045325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2045326.750000 Penalty: 4792.030762
	Iteration 57Q: 3 clusters Score -2045327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2045326.750000 Penalty: 4792.030762
	Iteration 58Q: 3 clusters Score -2045327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2045332.250000 Penalty: 4792.030762
	Iteration 59Q: 3 clusters Score -2045332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2045335.375000 Penalty: 4792.030762
	Iteration 60F: 3 clusters Score -2045335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2045345.375000 Penalty: 4792.030762
	Iteration 61Q: 3 clusters Score -2045345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2045346.250000 Penalty: 4792.030762
	Iteration 62Q: 3 clusters Score -2045346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2045350.000000 Penalty: 4792.030762
	Iteration 63Q: 3 clusters Score -2045350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2045357.375000 Penalty: 4792.030762
	Iteration 64Q: 3 clusters Score -2045357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2045353.250000 Penalty: 4792.030762
	Iteration 65Q: 3 clusters Score -2045353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2045361.625000 Penalty: 4792.030762
	Iteration 66Q: 3 clusters Score -2045362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2045370.625000 Penalty: 4792.030762
	Iteration 67Q: 3 clusters Score -2045371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2045374.000000 Penalty: 4792.030762
	Iteration 68Q: 3 clusters Score -2045374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2045385.250000 Penalty: 4792.030762
	Iteration 69Q: 3 clusters Score -2045385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2045388.875000 Penalty: 4792.030762
	Iteration 70Q: 3 clusters Score -2045389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2045395.625000 Penalty: 4792.030762
	Iteration 71Q: 3 clusters Score -2045396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2045396.250000 Penalty: 4792.030762
	Iteration 72Q: 3 clusters Score -2045396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2045402.125000 Penalty: 4792.030762
	Iteration 73Q: 3 clusters Score -2045402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2045405.000000 Penalty: 4792.030762
	Iteration 74Q: 3 clusters Score -2045405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2045415.125000 Penalty: 4792.030762
	Iteration 75Q: 3 clusters Score -2045415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2045416.500000 Penalty: 4792.030762
	Iteration 76Q: 3 clusters Score -2045416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2045418.500000 Penalty: 4792.030762
	Iteration 77Q: 3 clusters Score -2045418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2045423.125000 Penalty: 4792.030762
	Iteration 78Q: 3 clusters Score -2045423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2045424.750000 Penalty: 4792.030762
	Iteration 79Q: 3 clusters Score -2045425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2045433.750000 Penalty: 4792.030762
	Iteration 80F: 3 clusters Score -2045434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2045433.250000 Penalty: 4792.030762
	Iteration 81Q: 3 clusters Score -2045433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2045440.125000 Penalty: 4792.030762
	Iteration 82Q: 3 clusters Score -2045440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2045438.750000 Penalty: 4792.030762
	Iteration 83Q: 3 clusters Score -2045439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2045439.625000 Penalty: 4792.030762
	Iteration 84Q: 3 clusters Score -2045440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2045440.000000 Penalty: 4792.030762
	Iteration 85Q: 3 clusters Score -2045440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2045440.375000 Penalty: 4792.030762
	Iteration 86Q: 3 clusters Score -2045440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2045438.625000 Penalty: 4792.030762
	Iteration 87Q: 3 clusters Score -2045439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2045441.625000 Penalty: 4792.030762
	Iteration 88Q: 3 clusters Score -2045442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2045448.125000 Penalty: 4792.030762
	Iteration 89Q: 3 clusters Score -2045448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2045446.500000 Penalty: 4792.030762
	Iteration 90Q: 3 clusters Score -2045446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2045452.375000 Penalty: 4792.030762
	Iteration 91Q: 3 clusters Score -2045452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2045453.000000 Penalty: 4792.030762
	Iteration 92Q: 3 clusters Score -2045453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2045456.375000 Penalty: 4792.030762
	Iteration 93Q: 3 clusters Score -2045456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2045460.375000 Penalty: 4792.030762
	Iteration 94Q: 3 clusters Score -2045460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2045464.875000 Penalty: 4792.030762
	Iteration 95Q: 3 clusters Score -2045465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2045462.500000 Penalty: 4792.030762
	Iteration 96Q: 3 clusters Score -2045462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2045461.000000 Penalty: 4792.030762
	Iteration 97Q: 3 clusters Score -2045461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2045462.750000 Penalty: 4792.030762
	Iteration 98Q: 3 clusters Score -2045463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2045465.750000 Penalty: 4792.030762
	Iteration 99Q: 3 clusters Score -2045466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2045467.000000 Penalty: 4792.030762
	Iteration 100F: 3 clusters Score -2045467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2045466.125000 Penalty: 4792.030762
	Iteration 101Q: 3 clusters Score -2045466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2045468.625000 Penalty: 4792.030762
	Iteration 102Q: 3 clusters Score -2045469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2045469.625000 Penalty: 4792.030762
	Iteration 103Q: 3 clusters Score -2045470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2045471.000000 Penalty: 4792.030762
	Iteration 104Q: 3 clusters Score -2045471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2045473.750000 Penalty: 4792.030762
	Iteration 105Q: 3 clusters Score -2045474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2045474.250000 Penalty: 4792.030762
	Iteration 106Q: 3 clusters Score -2045474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2045474.125000 Penalty: 4792.030762
	Iteration 107Q: 3 clusters Score -2045474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2045474.500000 Penalty: 4792.030762
	Iteration 108Q: 3 clusters Score -2045474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2045474.125000 Penalty: 4792.030762
	Iteration 109Q: 3 clusters Score -2045474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2045476.625000 Penalty: 4792.030762
	Iteration 110Q: 3 clusters Score -2045477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2045478.500000 Penalty: 4792.030762
	Iteration 111Q: 3 clusters Score -2045478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2045481.250000 Penalty: 4792.030762
	Iteration 112Q: 3 clusters Score -2045481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2045480.125000 Penalty: 4792.030762
	Iteration 113Q: 3 clusters Score -2045480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2045480.000000 Penalty: 4792.030762
	Iteration 114Q: 3 clusters Score -2045480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2045478.875000 Penalty: 4792.030762
	Iteration 115Q: 3 clusters Score -2045479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2045478.875000 Penalty: 4792.030762
	Iteration 116F: 3 clusters Score -2045479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Entering Unmasked Estep 
Score: -1765094.625000 Penalty: 2361.893311
	Iteration 0F: 2 clusters Score -1765095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1755042.000000 Penalty: 4723.786621
	Iteration 0F: 3 clusters Score -1755042 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1758495.125000 Penalty: 4723.786621
	Iteration 1F: 3 clusters Score -1758495 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1759163.375000 Penalty: 4723.786621
	Iteration 2F: 3 clusters Score -1759163 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1759862.750000 Penalty: 4723.786621
	Iteration 3F: 3 clusters Score -1759863 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1760563.750000 Penalty: 4723.786621
	Iteration 4F: 3 clusters Score -1760564 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1761223.375000 Penalty: 4723.786621
	Iteration 5F: 3 clusters Score -1761223 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1761776.250000 Penalty: 4723.786621
	Iteration 6F: 3 clusters Score -1761776 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1762264.625000 Penalty: 4723.786621
	Iteration 7Q: 3 clusters Score -1762265 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1762694.625000 Penalty: 4723.786621
	Iteration 8Q: 3 clusters Score -1762695 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1763086.250000 Penalty: 4723.786621
	Iteration 9Q: 3 clusters Score -1763086 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1763477.875000 Penalty: 4723.786621
	Iteration 10Q: 3 clusters Score -1763478 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1763787.625000 Penalty: 4723.786621
	Iteration 11Q: 3 clusters Score -1763788 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1763965.625000 Penalty: 4723.786621
	Iteration 12Q: 3 clusters Score -1763966 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1764104.250000 Penalty: 4723.786621
	Iteration 13Q: 3 clusters Score -1764104 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1764188.500000 Penalty: 4723.786621
	Iteration 14Q: 3 clusters Score -1764188 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1764262.500000 Penalty: 4723.786621
	Iteration 15Q: 3 clusters Score -1764262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1764309.125000 Penalty: 4723.786621
	Iteration 16Q: 3 clusters Score -1764309 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1764353.500000 Penalty: 4723.786621
	Iteration 17Q: 3 clusters Score -1764354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1764376.000000 Penalty: 4723.786621
	Iteration 18Q: 3 clusters Score -1764376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1764397.875000 Penalty: 4723.786621
	Iteration 19Q: 3 clusters Score -1764398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1764399.000000 Penalty: 4723.786621
	Iteration 20F: 3 clusters Score -1764399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1764403.750000 Penalty: 4723.786621
	Iteration 21Q: 3 clusters Score -1764404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1764409.125000 Penalty: 4723.786621
	Iteration 22Q: 3 clusters Score -1764409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1764412.875000 Penalty: 4723.786621
	Iteration 23Q: 3 clusters Score -1764413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1764407.875000 Penalty: 4723.786621
	Iteration 24Q: 3 clusters Score -1764408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1764412.875000 Penalty: 4723.786621
	Iteration 25Q: 3 clusters Score -1764413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1764417.000000 Penalty: 4723.786621
	Iteration 26Q: 3 clusters Score -1764417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1764418.875000 Penalty: 4723.786621
	Iteration 27Q: 3 clusters Score -1764419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1764419.250000 Penalty: 4723.786621
	Iteration 28Q: 3 clusters Score -1764419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1764419.500000 Penalty: 4723.786621
	Iteration 29Q: 3 clusters Score -1764420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1764420.125000 Penalty: 4723.786621
	Iteration 30Q: 3 clusters Score -1764420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1764418.500000 Penalty: 4723.786621
	Iteration 31Q: 3 clusters Score -1764418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1764421.500000 Penalty: 4723.786621
	Iteration 32Q: 3 clusters Score -1764422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1764421.000000 Penalty: 4723.786621
	Iteration 33Q: 3 clusters Score -1764421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1764421.000000 Penalty: 4723.786621
	Iteration 34F: 3 clusters Score -1764421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Entering Unmasked Estep 
Score: -1577562.875000 Penalty: 2329.751953
	Iteration 0F: 2 clusters Score -1577563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1568592.125000 Penalty: 4659.503906
	Iteration 0F: 3 clusters Score -1568592 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1571287.125000 Penalty: 4659.503906
	Iteration 1F: 3 clusters Score -1571287 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1571612.750000 Penalty: 4659.503906
	Iteration 2F: 3 clusters Score -1571613 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1571868.500000 Penalty: 4659.503906
	Iteration 3F: 3 clusters Score -1571868 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1572110.750000 Penalty: 4659.503906
	Iteration 4Q: 3 clusters Score -1572111 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1572365.750000 Penalty: 4659.503906
	Iteration 5Q: 3 clusters Score -1572366 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1572672.375000 Penalty: 4659.503906
	Iteration 6Q: 3 clusters Score -1572672 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1573003.625000 Penalty: 4659.503906
	Iteration 7Q: 3 clusters Score -1573004 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1573351.625000 Penalty: 4659.503906
	Iteration 8Q: 3 clusters Score -1573352 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1573696.625000 Penalty: 4659.503906
	Iteration 9Q: 3 clusters Score -1573697 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1573988.250000 Penalty: 4659.503906
	Iteration 10Q: 3 clusters Score -1573988 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1574242.625000 Penalty: 4659.503906
	Iteration 11Q: 3 clusters Score -1574243 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1574486.500000 Penalty: 4659.503906
	Iteration 12Q: 3 clusters Score -1574486 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1574705.875000 Penalty: 4659.503906
	Iteration 13Q: 3 clusters Score -1574706 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1574886.625000 Penalty: 4659.503906
	Iteration 14Q: 3 clusters Score -1574887 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1575024.750000 Penalty: 4659.503906
	Iteration 15Q: 3 clusters Score -1575025 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1575122.500000 Penalty: 4659.503906
	Iteration 16Q: 3 clusters Score -1575122 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1575214.750000 Penalty: 4659.503906
	Iteration 17Q: 3 clusters Score -1575215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1575277.875000 Penalty: 4659.503906
	Iteration 18Q: 3 clusters Score -1575278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1575337.625000 Penalty: 4659.503906
	Iteration 19Q: 3 clusters Score -1575338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1575401.750000 Penalty: 4659.503906
	Iteration 20F: 3 clusters Score -1575402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1575434.250000 Penalty: 4659.503906
	Iteration 21Q: 3 clusters Score -1575434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1575463.750000 Penalty: 4659.503906
	Iteration 22Q: 3 clusters Score -1575464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1575501.125000 Penalty: 4659.503906
	Iteration 23Q: 3 clusters Score -1575501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1575525.750000 Penalty: 4659.503906
	Iteration 24Q: 3 clusters Score -1575526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1575542.125000 Penalty: 4659.503906
	Iteration 25Q: 3 clusters Score -1575542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1575553.000000 Penalty: 4659.503906
	Iteration 26Q: 3 clusters Score -1575553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1575563.500000 Penalty: 4659.503906
	Iteration 27Q: 3 clusters Score -1575564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1575567.500000 Penalty: 4659.503906
	Iteration 28Q: 3 clusters Score -1575568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1575572.875000 Penalty: 4659.503906
	Iteration 29Q: 3 clusters Score -1575573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1575579.375000 Penalty: 4659.503906
	Iteration 30Q: 3 clusters Score -1575579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1575585.750000 Penalty: 4659.503906
	Iteration 31Q: 3 clusters Score -1575586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1575587.875000 Penalty: 4659.503906
	Iteration 32Q: 3 clusters Score -1575588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1575593.500000 Penalty: 4659.503906
	Iteration 33Q: 3 clusters Score -1575594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1575598.250000 Penalty: 4659.503906
	Iteration 34Q: 3 clusters Score -1575598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1575600.875000 Penalty: 4659.503906
	Iteration 35Q: 3 clusters Score -1575601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1575600.875000 Penalty: 4659.503906
	Iteration 36F: 3 clusters Score -1575601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26315.673828 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -26315.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25108.898438 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -25108.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25211.761719 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -25211.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25268.046875 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -25268.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25280.037109 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -25280.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25280.037109 Penalty: 2732.656738
	Iteration 4F: 3 clusters Score -25280.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -166049.703125 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -166049.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -164073.531250 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -164073.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -165166.718750 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -165166.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -165735.656250 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -165735.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -165999.234375 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -165999.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -166141.640625 Penalty: 3606.420166
	Iteration 4Q: 3 clusters Score -166141.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -166219.140625 Penalty: 3606.420166
	Iteration 5Q: 3 clusters Score -166219.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -166282.906250 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -166282.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -166309.953125 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -166310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -166319.437500 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -166319.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -166322.953125 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -166323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -166328.406250 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -166328.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -166336.140625 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -166336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -166342.562500 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -166342.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -166347.187500 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -166347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166354.406250 Penalty: 3606.420166
	Iteration 14Q: 3 clusters Score -166354.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -166361.734375 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -166361.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -166371.531250 Penalty: 3606.420166
	Iteration 16Q: 3 clusters Score -166371.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -166382.750000 Penalty: 3606.420166
	Iteration 17Q: 3 clusters Score -166382.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -166392.656250 Penalty: 3606.420166
	Iteration 18Q: 3 clusters Score -166392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -166396.093750 Penalty: 3606.420166
	Iteration 19Q: 3 clusters Score -166396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -166399.171875 Penalty: 3606.420166
	Iteration 20F: 3 clusters Score -166399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -166402.812500 Penalty: 3606.420166
	Iteration 21Q: 3 clusters Score -166402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -166404.437500 Penalty: 3606.420166
	Iteration 22Q: 3 clusters Score -166404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166405.312500 Penalty: 3606.420166
	Iteration 23Q: 3 clusters Score -166405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -166405.921875 Penalty: 3606.420166
	Iteration 24Q: 3 clusters Score -166405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -166406.765625 Penalty: 3606.420166
	Iteration 25Q: 3 clusters Score -166406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -166409.531250 Penalty: 3606.420166
	Iteration 26Q: 3 clusters Score -166409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -166412.953125 Penalty: 3606.420166
	Iteration 27Q: 3 clusters Score -166413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -166421.171875 Penalty: 3606.420166
	Iteration 28Q: 3 clusters Score -166421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -166429.656250 Penalty: 3606.420166
	Iteration 29Q: 3 clusters Score -166429.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166438.531250 Penalty: 3606.420166
	Iteration 30Q: 3 clusters Score -166438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -166445.187500 Penalty: 3606.420166
	Iteration 31Q: 3 clusters Score -166445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -166453.281250 Penalty: 3606.420166
	Iteration 32Q: 3 clusters Score -166453.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -166463.968750 Penalty: 3606.420166
	Iteration 33Q: 3 clusters Score -166464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -166495.187500 Penalty: 3606.420166
	Iteration 34Q: 3 clusters Score -166495.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -166593.687500 Penalty: 3606.420166
	Iteration 35Q: 3 clusters Score -166593.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -166700.203125 Penalty: 3606.420166
	Iteration 36Q: 3 clusters Score -166700.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -166793.906250 Penalty: 3606.420166
	Iteration 37Q: 3 clusters Score -166793.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166868.046875 Penalty: 3606.420166
	Iteration 38Q: 3 clusters Score -166868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166893.203125 Penalty: 3606.420166
	Iteration 39Q: 3 clusters Score -166893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -166946.546875 Penalty: 3606.420166
	Iteration 40F: 3 clusters Score -166946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -167098.187500 Penalty: 3606.420166
	Iteration 41Q: 3 clusters Score -167098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -167170.312500 Penalty: 3606.420166
	Iteration 42Q: 3 clusters Score -167170.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -167204.921875 Penalty: 3606.420166
	Iteration 43Q: 3 clusters Score -167204.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -167220.937500 Penalty: 3606.420166
	Iteration 44Q: 3 clusters Score -167220.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -167229.343750 Penalty: 3606.420166
	Iteration 45Q: 3 clusters Score -167229.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -167247.625000 Penalty: 3606.420166
	Iteration 46Q: 3 clusters Score -167247.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -167263.250000 Penalty: 3606.420166
	Iteration 47Q: 3 clusters Score -167263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -167281.843750 Penalty: 3606.420166
	Iteration 48Q: 3 clusters Score -167281.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -167317.328125 Penalty: 3606.420166
	Iteration 49Q: 3 clusters Score -167317.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -167403.234375 Penalty: 3606.420166
	Iteration 50Q: 3 clusters Score -167403.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -167426.796875 Penalty: 3606.420166
	Iteration 51Q: 3 clusters Score -167426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -167487.812500 Penalty: 3606.420166
	Iteration 52F: 3 clusters Score -167487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -167676.031250 Penalty: 3606.420166
	Iteration 53Q: 3 clusters Score -167676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -167679.578125 Penalty: 3606.420166
	Iteration 54Q: 3 clusters Score -167679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -167680.796875 Penalty: 3606.420166
	Iteration 55Q: 3 clusters Score -167680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -167680.796875 Penalty: 3606.420166
	Iteration 56F: 3 clusters Score -167680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 43157 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15699 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 12018 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 151727 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12497 members 
Mstep: Class 20 contains 8018 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 7582 members 
Entering Unmasked Estep 
Score: -42895808.000000 Penalty: 63116.312500
Splitting cluster 15 changes total score from -42895460.000000 to -42895808.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (151727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151727 members 
Entering Unmasked Estep 
Score: -19883248.000000 Penalty: 2958.599854
	Iteration 0F: 2 clusters Score -1.988325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -19783528.000000 Penalty: 5917.199707
	Iteration 0F: 3 clusters Score -1.978353e+07 nChanged 72514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -19826094.000000 Penalty: 5917.199707
	Iteration 1F: 3 clusters Score -1.982609e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -19827598.000000 Penalty: 5917.199707
	Iteration 2Q: 3 clusters Score -1.98276e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -19829892.000000 Penalty: 5917.199707
	Iteration 3Q: 3 clusters Score -1.982989e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -19832792.000000 Penalty: 5917.199707
	Iteration 4Q: 3 clusters Score -1.983279e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -19836466.000000 Penalty: 5917.199707
	Iteration 5F: 3 clusters Score -1.983647e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -19840768.000000 Penalty: 5917.199707
	Iteration 6F: 3 clusters Score -1.984077e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -19846126.000000 Penalty: 5917.199707
	Iteration 7F: 3 clusters Score -1.984613e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -19852402.000000 Penalty: 5917.199707
	Iteration 8F: 3 clusters Score -1.98524e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -19859264.000000 Penalty: 5917.199707
	Iteration 9F: 3 clusters Score -1.985926e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126522 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -19865960.000000 Penalty: 5917.199707
	Iteration 10F: 3 clusters Score -1.986596e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132517 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -19872350.000000 Penalty: 5917.199707
	Iteration 11Q: 3 clusters Score -1.987235e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136563 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -19877608.000000 Penalty: 5917.199707
	Iteration 12Q: 3 clusters Score -1.987761e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138971 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -19880980.000000 Penalty: 5917.199707
	Iteration 13Q: 3 clusters Score -1.988098e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140611 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -19882608.000000 Penalty: 5917.199707
	Iteration 14Q: 3 clusters Score -1.988261e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141967 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -19883874.000000 Penalty: 5917.199707
	Iteration 15Q: 3 clusters Score -1.988387e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143044 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -19885320.000000 Penalty: 5917.199707
	Iteration 16Q: 3 clusters Score -1.988532e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143750 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -19886344.000000 Penalty: 5917.199707
	Iteration 17Q: 3 clusters Score -1.988634e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144156 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -19886698.000000 Penalty: 5917.199707
	Iteration 18Q: 3 clusters Score -1.98867e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144402 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -19886826.000000 Penalty: 5917.199707
	Iteration 19Q: 3 clusters Score -1.988683e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -19886854.000000 Penalty: 5917.199707
	Iteration 20F: 3 clusters Score -1.988685e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144659 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -19886882.000000 Penalty: 5917.199707
	Iteration 21Q: 3 clusters Score -1.988688e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144748 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -19886910.000000 Penalty: 5917.199707
	Iteration 22Q: 3 clusters Score -1.988691e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -19886920.000000 Penalty: 5917.199707
	Iteration 23Q: 3 clusters Score -1.988692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144851 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -19886942.000000 Penalty: 5917.199707
	Iteration 24Q: 3 clusters Score -1.988694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144884 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -19886962.000000 Penalty: 5917.199707
	Iteration 25Q: 3 clusters Score -1.988696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144914 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -19886966.000000 Penalty: 5917.199707
	Iteration 26Q: 3 clusters Score -1.988697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -19886950.000000 Penalty: 5917.199707
	Iteration 27Q: 3 clusters Score -1.988695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -19886954.000000 Penalty: 5917.199707
	Iteration 28Q: 3 clusters Score -1.988695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144953 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -19886950.000000 Penalty: 5917.199707
	Iteration 29Q: 3 clusters Score -1.988695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -19886944.000000 Penalty: 5917.199707
	Iteration 30Q: 3 clusters Score -1.988694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144958 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -19886936.000000 Penalty: 5917.199707
	Iteration 31Q: 3 clusters Score -1.988694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144961 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -19886940.000000 Penalty: 5917.199707
	Iteration 32Q: 3 clusters Score -1.988694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144964 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -19886930.000000 Penalty: 5917.199707
	Iteration 33Q: 3 clusters Score -1.988693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -19886946.000000 Penalty: 5917.199707
	Iteration 34Q: 3 clusters Score -1.988695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -19886946.000000 Penalty: 5917.199707
	Iteration 35F: 3 clusters Score -1.988695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 43157 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15699 members 
Mstep: Class 9 contains 6762 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 12018 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 144965 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12497 members 
Mstep: Class 20 contains 8018 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 7582 members 
Entering Unmasked Estep 
Score: -42899200.000000 Penalty: 66272.132812
Splitting cluster 16 changes total score from -42895460.000000 to -42899200.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 18 (16400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Entering Unmasked Estep 
Score: -2115964.000000 Penalty: 2406.848877
	Iteration 0F: 2 clusters Score -2115964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2104203.500000 Penalty: 4813.697754
	Iteration 0F: 3 clusters Score -2104204 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2108056.000000 Penalty: 4813.697754
	Iteration 1F: 3 clusters Score -2108056 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2108518.750000 Penalty: 4813.697754
	Iteration 2F: 3 clusters Score -2108519 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2108889.750000 Penalty: 4813.697754
	Iteration 3F: 3 clusters Score -2108890 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2109190.000000 Penalty: 4813.697754
	Iteration 4Q: 3 clusters Score -2109190 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2109477.750000 Penalty: 4813.697754
	Iteration 5Q: 3 clusters Score -2109478 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2109768.000000 Penalty: 4813.697754
	Iteration 6Q: 3 clusters Score -2109768 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2110096.000000 Penalty: 4813.697754
	Iteration 7Q: 3 clusters Score -2110096 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2110463.000000 Penalty: 4813.697754
	Iteration 8Q: 3 clusters Score -2110463 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2110903.500000 Penalty: 4813.697754
	Iteration 9Q: 3 clusters Score -2110904 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2111361.000000 Penalty: 4813.697754
	Iteration 10Q: 3 clusters Score -2111361 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2111751.000000 Penalty: 4813.697754
	Iteration 11Q: 3 clusters Score -2111751 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2112142.000000 Penalty: 4813.697754
	Iteration 12Q: 3 clusters Score -2112142 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2112545.500000 Penalty: 4813.697754
	Iteration 13Q: 3 clusters Score -2112546 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2112915.500000 Penalty: 4813.697754
	Iteration 14Q: 3 clusters Score -2112916 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2113231.500000 Penalty: 4813.697754
	Iteration 15Q: 3 clusters Score -2113232 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2113461.750000 Penalty: 4813.697754
	Iteration 16Q: 3 clusters Score -2113462 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2113635.750000 Penalty: 4813.697754
	Iteration 17Q: 3 clusters Score -2113636 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2113745.250000 Penalty: 4813.697754
	Iteration 18Q: 3 clusters Score -2113745 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2113832.250000 Penalty: 4813.697754
	Iteration 19Q: 3 clusters Score -2113832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2113892.250000 Penalty: 4813.697754
	Iteration 20F: 3 clusters Score -2113892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2113947.250000 Penalty: 4813.697754
	Iteration 21Q: 3 clusters Score -2113947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2114010.000000 Penalty: 4813.697754
	Iteration 22Q: 3 clusters Score -2114010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2114067.750000 Penalty: 4813.697754
	Iteration 23Q: 3 clusters Score -2114068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2114123.250000 Penalty: 4813.697754
	Iteration 24Q: 3 clusters Score -2114123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2114163.750000 Penalty: 4813.697754
	Iteration 25Q: 3 clusters Score -2114164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2114212.000000 Penalty: 4813.697754
	Iteration 26Q: 3 clusters Score -2114212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2114251.500000 Penalty: 4813.697754
	Iteration 27Q: 3 clusters Score -2114252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2114281.750000 Penalty: 4813.697754
	Iteration 28Q: 3 clusters Score -2114282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2114295.000000 Penalty: 4813.697754
	Iteration 29Q: 3 clusters Score -2114295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2114298.500000 Penalty: 4813.697754
	Iteration 30Q: 3 clusters Score -2114298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2114306.750000 Penalty: 4813.697754
	Iteration 31Q: 3 clusters Score -2114307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2114312.250000 Penalty: 4813.697754
	Iteration 32Q: 3 clusters Score -2114312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2114316.500000 Penalty: 4813.697754
	Iteration 33Q: 3 clusters Score -2114316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2114323.250000 Penalty: 4813.697754
	Iteration 34Q: 3 clusters Score -2114323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2114325.250000 Penalty: 4813.697754
	Iteration 35Q: 3 clusters Score -2114325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2114340.000000 Penalty: 4813.697754
	Iteration 36Q: 3 clusters Score -2114340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2114346.000000 Penalty: 4813.697754
	Iteration 37Q: 3 clusters Score -2114346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2114351.000000 Penalty: 4813.697754
	Iteration 38Q: 3 clusters Score -2114351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2114356.500000 Penalty: 4813.697754
	Iteration 39Q: 3 clusters Score -2114356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2114362.500000 Penalty: 4813.697754
	Iteration 40F: 3 clusters Score -2114362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2114363.500000 Penalty: 4813.697754
	Iteration 41Q: 3 clusters Score -2114364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2114366.500000 Penalty: 4813.697754
	Iteration 42Q: 3 clusters Score -2114366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2114374.750000 Penalty: 4813.697754
	Iteration 43Q: 3 clusters Score -2114375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2114379.000000 Penalty: 4813.697754
	Iteration 44Q: 3 clusters Score -2114379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2114383.000000 Penalty: 4813.697754
	Iteration 45Q: 3 clusters Score -2114383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2114390.000000 Penalty: 4813.697754
	Iteration 46Q: 3 clusters Score -2114390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2114400.000000 Penalty: 4813.697754
	Iteration 47Q: 3 clusters Score -2114400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2114407.000000 Penalty: 4813.697754
	Iteration 48Q: 3 clusters Score -2114407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2114418.750000 Penalty: 4813.697754
	Iteration 49Q: 3 clusters Score -2114419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2114430.000000 Penalty: 4813.697754
	Iteration 50Q: 3 clusters Score -2114430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2114435.250000 Penalty: 4813.697754
	Iteration 51Q: 3 clusters Score -2114435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2114445.000000 Penalty: 4813.697754
	Iteration 52Q: 3 clusters Score -2114445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2114456.000000 Penalty: 4813.697754
	Iteration 53Q: 3 clusters Score -2114456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2114462.250000 Penalty: 4813.697754
	Iteration 54Q: 3 clusters Score -2114462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2114464.500000 Penalty: 4813.697754
	Iteration 55Q: 3 clusters Score -2114464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2114467.500000 Penalty: 4813.697754
	Iteration 56Q: 3 clusters Score -2114468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2114470.500000 Penalty: 4813.697754
	Iteration 57Q: 3 clusters Score -2114470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2114472.750000 Penalty: 4813.697754
	Iteration 58Q: 3 clusters Score -2114473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2114473.000000 Penalty: 4813.697754
	Iteration 59Q: 3 clusters Score -2114473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2114471.750000 Penalty: 4813.697754
	Iteration 60F: 3 clusters Score -2114472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2114473.750000 Penalty: 4813.697754
	Iteration 61Q: 3 clusters Score -2114474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2114474.500000 Penalty: 4813.697754
	Iteration 62Q: 3 clusters Score -2114474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2114479.500000 Penalty: 4813.697754
	Iteration 63Q: 3 clusters Score -2114480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2114480.750000 Penalty: 4813.697754
	Iteration 64Q: 3 clusters Score -2114481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2114479.000000 Penalty: 4813.697754
	Iteration 65Q: 3 clusters Score -2114479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2114480.500000 Penalty: 4813.697754
	Iteration 66Q: 3 clusters Score -2114480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2114479.500000 Penalty: 4813.697754
	Iteration 67Q: 3 clusters Score -2114480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2114479.500000 Penalty: 4813.697754
	Iteration 68F: 3 clusters Score -2114480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Entering Unmasked Estep 
Score: -1649893.750000 Penalty: 2339.444336
	Iteration 0F: 2 clusters Score -1649894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1640632.500000 Penalty: 4678.888672
	Iteration 0F: 3 clusters Score -1640632 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1643553.250000 Penalty: 4678.888672
	Iteration 1F: 3 clusters Score -1643553 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1643957.875000 Penalty: 4678.888672
	Iteration 2F: 3 clusters Score -1643958 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1644244.750000 Penalty: 4678.888672
	Iteration 3F: 3 clusters Score -1644245 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1644441.750000 Penalty: 4678.888672
	Iteration 4Q: 3 clusters Score -1644442 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1644589.875000 Penalty: 4678.888672
	Iteration 5Q: 3 clusters Score -1644590 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1644702.375000 Penalty: 4678.888672
	Iteration 6Q: 3 clusters Score -1644702 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1644799.375000 Penalty: 4678.888672
	Iteration 7Q: 3 clusters Score -1644799 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1644905.625000 Penalty: 4678.888672
	Iteration 8Q: 3 clusters Score -1644906 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1645018.000000 Penalty: 4678.888672
	Iteration 9Q: 3 clusters Score -1645018 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1645121.125000 Penalty: 4678.888672
	Iteration 10Q: 3 clusters Score -1645121 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1645224.875000 Penalty: 4678.888672
	Iteration 11Q: 3 clusters Score -1645225 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1645353.750000 Penalty: 4678.888672
	Iteration 12Q: 3 clusters Score -1645354 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1645474.750000 Penalty: 4678.888672
	Iteration 13Q: 3 clusters Score -1645475 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1645607.875000 Penalty: 4678.888672
	Iteration 14Q: 3 clusters Score -1645608 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1645758.375000 Penalty: 4678.888672
	Iteration 15Q: 3 clusters Score -1645758 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1645932.625000 Penalty: 4678.888672
	Iteration 16Q: 3 clusters Score -1645933 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1646078.625000 Penalty: 4678.888672
	Iteration 17Q: 3 clusters Score -1646079 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1646208.750000 Penalty: 4678.888672
	Iteration 18Q: 3 clusters Score -1646209 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1646350.875000 Penalty: 4678.888672
	Iteration 19Q: 3 clusters Score -1646351 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1646497.125000 Penalty: 4678.888672
	Iteration 20F: 3 clusters Score -1646497 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1646649.000000 Penalty: 4678.888672
	Iteration 21Q: 3 clusters Score -1646649 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1646800.250000 Penalty: 4678.888672
	Iteration 22Q: 3 clusters Score -1646800 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1646944.000000 Penalty: 4678.888672
	Iteration 23Q: 3 clusters Score -1646944 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1647068.750000 Penalty: 4678.888672
	Iteration 24Q: 3 clusters Score -1647069 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1647171.125000 Penalty: 4678.888672
	Iteration 25Q: 3 clusters Score -1647171 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1647259.250000 Penalty: 4678.888672
	Iteration 26Q: 3 clusters Score -1647259 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1647348.750000 Penalty: 4678.888672
	Iteration 27Q: 3 clusters Score -1647349 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1647422.750000 Penalty: 4678.888672
	Iteration 28Q: 3 clusters Score -1647423 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1647495.500000 Penalty: 4678.888672
	Iteration 29Q: 3 clusters Score -1647496 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1647549.625000 Penalty: 4678.888672
	Iteration 30Q: 3 clusters Score -1647550 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1647602.375000 Penalty: 4678.888672
	Iteration 31Q: 3 clusters Score -1647602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1647652.750000 Penalty: 4678.888672
	Iteration 32Q: 3 clusters Score -1647653 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1647699.000000 Penalty: 4678.888672
	Iteration 33Q: 3 clusters Score -1647699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1647727.125000 Penalty: 4678.888672
	Iteration 34Q: 3 clusters Score -1647727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1647743.000000 Penalty: 4678.888672
	Iteration 35Q: 3 clusters Score -1647743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1647762.750000 Penalty: 4678.888672
	Iteration 36Q: 3 clusters Score -1647763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1647775.000000 Penalty: 4678.888672
	Iteration 37Q: 3 clusters Score -1647775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1647781.000000 Penalty: 4678.888672
	Iteration 38Q: 3 clusters Score -1647781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1647795.000000 Penalty: 4678.888672
	Iteration 39Q: 3 clusters Score -1647795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1647799.500000 Penalty: 4678.888672
	Iteration 40F: 3 clusters Score -1647800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1647809.250000 Penalty: 4678.888672
	Iteration 41Q: 3 clusters Score -1647809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1647816.875000 Penalty: 4678.888672
	Iteration 42Q: 3 clusters Score -1647817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1647823.375000 Penalty: 4678.888672
	Iteration 43Q: 3 clusters Score -1647823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1647831.250000 Penalty: 4678.888672
	Iteration 44Q: 3 clusters Score -1647831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1647841.750000 Penalty: 4678.888672
	Iteration 45Q: 3 clusters Score -1647842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1647848.625000 Penalty: 4678.888672
	Iteration 46Q: 3 clusters Score -1647849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1647855.125000 Penalty: 4678.888672
	Iteration 47Q: 3 clusters Score -1647855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1647862.125000 Penalty: 4678.888672
	Iteration 48Q: 3 clusters Score -1647862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1647872.625000 Penalty: 4678.888672
	Iteration 49Q: 3 clusters Score -1647873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1647881.500000 Penalty: 4678.888672
	Iteration 50Q: 3 clusters Score -1647882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1647887.250000 Penalty: 4678.888672
	Iteration 51Q: 3 clusters Score -1647887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1647895.500000 Penalty: 4678.888672
	Iteration 52Q: 3 clusters Score -1647896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1647908.500000 Penalty: 4678.888672
	Iteration 53Q: 3 clusters Score -1647908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1647919.625000 Penalty: 4678.888672
	Iteration 54Q: 3 clusters Score -1647920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1647928.000000 Penalty: 4678.888672
	Iteration 55Q: 3 clusters Score -1647928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1647932.500000 Penalty: 4678.888672
	Iteration 56Q: 3 clusters Score -1647932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1647934.250000 Penalty: 4678.888672
	Iteration 57Q: 3 clusters Score -1647934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1647938.500000 Penalty: 4678.888672
	Iteration 58Q: 3 clusters Score -1647938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1647943.500000 Penalty: 4678.888672
	Iteration 59Q: 3 clusters Score -1647944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1647946.375000 Penalty: 4678.888672
	Iteration 60F: 3 clusters Score -1647946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1647945.125000 Penalty: 4678.888672
	Iteration 61Q: 3 clusters Score -1647945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1647947.750000 Penalty: 4678.888672
	Iteration 62Q: 3 clusters Score -1647948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1647947.500000 Penalty: 4678.888672
	Iteration 63Q: 3 clusters Score -1647948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1647949.000000 Penalty: 4678.888672
	Iteration 64Q: 3 clusters Score -1647949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1647952.875000 Penalty: 4678.888672
	Iteration 65Q: 3 clusters Score -1647953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1647952.750000 Penalty: 4678.888672
	Iteration 66Q: 3 clusters Score -1647953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1647954.625000 Penalty: 4678.888672
	Iteration 67Q: 3 clusters Score -1647955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1647956.625000 Penalty: 4678.888672
	Iteration 68Q: 3 clusters Score -1647957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1647955.250000 Penalty: 4678.888672
	Iteration 69Q: 3 clusters Score -1647955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1647953.625000 Penalty: 4678.888672
	Iteration 70Q: 3 clusters Score -1647954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1647953.625000 Penalty: 4678.888672
	Iteration 71F: 3 clusters Score -1647954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Entering Unmasked Estep 
Score: -965916.437500 Penalty: 2229.382324
	Iteration 0F: 2 clusters Score -965916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -959396.500000 Penalty: 4458.764648
	Iteration 0F: 3 clusters Score -959396.5 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -961293.375000 Penalty: 4458.764648
	Iteration 1F: 3 clusters Score -961293.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -961633.812500 Penalty: 4458.764648
	Iteration 2F: 3 clusters Score -961633.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -961861.687500 Penalty: 4458.764648
	Iteration 3F: 3 clusters Score -961861.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -962053.875000 Penalty: 4458.764648
	Iteration 4Q: 3 clusters Score -962053.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -962209.062500 Penalty: 4458.764648
	Iteration 5Q: 3 clusters Score -962209.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -962356.062500 Penalty: 4458.764648
	Iteration 6Q: 3 clusters Score -962356.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -962508.750000 Penalty: 4458.764648
	Iteration 7Q: 3 clusters Score -962508.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -962641.750000 Penalty: 4458.764648
	Iteration 8Q: 3 clusters Score -962641.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -962777.375000 Penalty: 4458.764648
	Iteration 9Q: 3 clusters Score -962777.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -962900.875000 Penalty: 4458.764648
	Iteration 10Q: 3 clusters Score -962900.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -963003.187500 Penalty: 4458.764648
	Iteration 11Q: 3 clusters Score -963003.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -963106.375000 Penalty: 4458.764648
	Iteration 12Q: 3 clusters Score -963106.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -963211.812500 Penalty: 4458.764648
	Iteration 13Q: 3 clusters Score -963211.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -963330.875000 Penalty: 4458.764648
	Iteration 14Q: 3 clusters Score -963330.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -963433.875000 Penalty: 4458.764648
	Iteration 15Q: 3 clusters Score -963433.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -963537.250000 Penalty: 4458.764648
	Iteration 16Q: 3 clusters Score -963537.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -963626.375000 Penalty: 4458.764648
	Iteration 17Q: 3 clusters Score -963626.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -963702.375000 Penalty: 4458.764648
	Iteration 18Q: 3 clusters Score -963702.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -963765.937500 Penalty: 4458.764648
	Iteration 19Q: 3 clusters Score -963765.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -963833.437500 Penalty: 4458.764648
	Iteration 20F: 3 clusters Score -963833.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -963883.562500 Penalty: 4458.764648
	Iteration 21Q: 3 clusters Score -963883.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -963928.875000 Penalty: 4458.764648
	Iteration 22Q: 3 clusters Score -963928.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -963972.312500 Penalty: 4458.764648
	Iteration 23Q: 3 clusters Score -963972.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -964006.687500 Penalty: 4458.764648
	Iteration 24Q: 3 clusters Score -964006.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -964036.687500 Penalty: 4458.764648
	Iteration 25Q: 3 clusters Score -964036.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -964055.375000 Penalty: 4458.764648
	Iteration 26Q: 3 clusters Score -964055.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -964066.937500 Penalty: 4458.764648
	Iteration 27Q: 3 clusters Score -964066.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -964080.687500 Penalty: 4458.764648
	Iteration 28Q: 3 clusters Score -964080.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -964092.062500 Penalty: 4458.764648
	Iteration 29Q: 3 clusters Score -964092.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -964106.750000 Penalty: 4458.764648
	Iteration 30Q: 3 clusters Score -964106.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -964122.500000 Penalty: 4458.764648
	Iteration 31Q: 3 clusters Score -964122.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -964133.750000 Penalty: 4458.764648
	Iteration 32Q: 3 clusters Score -964133.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -964140.500000 Penalty: 4458.764648
	Iteration 33Q: 3 clusters Score -964140.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -964150.062500 Penalty: 4458.764648
	Iteration 34Q: 3 clusters Score -964150.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -964159.187500 Penalty: 4458.764648
	Iteration 35Q: 3 clusters Score -964159.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -964163.812500 Penalty: 4458.764648
	Iteration 36Q: 3 clusters Score -964163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -964164.312500 Penalty: 4458.764648
	Iteration 37Q: 3 clusters Score -964164.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -964165.875000 Penalty: 4458.764648
	Iteration 38Q: 3 clusters Score -964165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -964167.750000 Penalty: 4458.764648
	Iteration 39Q: 3 clusters Score -964167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -964166.375000 Penalty: 4458.764648
	Iteration 40F: 3 clusters Score -964166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -964168.312500 Penalty: 4458.764648
	Iteration 41Q: 3 clusters Score -964168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -964168.875000 Penalty: 4458.764648
	Iteration 42Q: 3 clusters Score -964168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -964170.500000 Penalty: 4458.764648
	Iteration 43Q: 3 clusters Score -964170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -964170.187500 Penalty: 4458.764648
	Iteration 44Q: 3 clusters Score -964170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -964174.000000 Penalty: 4458.764648
	Iteration 45Q: 3 clusters Score -964174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -964174.062500 Penalty: 4458.764648
	Iteration 46Q: 3 clusters Score -964174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -964176.625000 Penalty: 4458.764648
	Iteration 47Q: 3 clusters Score -964176.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -964176.625000 Penalty: 4458.764648
	Iteration 48F: 3 clusters Score -964176.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Entering Unmasked Estep 
Score: -611613.812500 Penalty: 2111.270020
	Iteration 0F: 2 clusters Score -611613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -607095.687500 Penalty: 4222.540039
	Iteration 0F: 3 clusters Score -607095.7 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -608355.625000 Penalty: 4222.540039
	Iteration 1F: 3 clusters Score -608355.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -608718.250000 Penalty: 4222.540039
	Iteration 2F: 3 clusters Score -608718.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -608985.062500 Penalty: 4222.540039
	Iteration 3F: 3 clusters Score -608985.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -609202.937500 Penalty: 4222.540039
	Iteration 4F: 3 clusters Score -609202.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -609394.500000 Penalty: 4222.540039
	Iteration 5F: 3 clusters Score -609394.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -609555.312500 Penalty: 4222.540039
	Iteration 6Q: 3 clusters Score -609555.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -609700.625000 Penalty: 4222.540039
	Iteration 7Q: 3 clusters Score -609700.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -609837.875000 Penalty: 4222.540039
	Iteration 8Q: 3 clusters Score -609837.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -609951.125000 Penalty: 4222.540039
	Iteration 9Q: 3 clusters Score -609951.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -610053.750000 Penalty: 4222.540039
	Iteration 10Q: 3 clusters Score -610053.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -610143.187500 Penalty: 4222.540039
	Iteration 11Q: 3 clusters Score -610143.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -610207.187500 Penalty: 4222.540039
	Iteration 12Q: 3 clusters Score -610207.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -610262.437500 Penalty: 4222.540039
	Iteration 13Q: 3 clusters Score -610262.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -610305.812500 Penalty: 4222.540039
	Iteration 14Q: 3 clusters Score -610305.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -610337.437500 Penalty: 4222.540039
	Iteration 15Q: 3 clusters Score -610337.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -610368.187500 Penalty: 4222.540039
	Iteration 16Q: 3 clusters Score -610368.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -610397.437500 Penalty: 4222.540039
	Iteration 17Q: 3 clusters Score -610397.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -610429.375000 Penalty: 4222.540039
	Iteration 18Q: 3 clusters Score -610429.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -610457.250000 Penalty: 4222.540039
	Iteration 19Q: 3 clusters Score -610457.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -610473.687500 Penalty: 4222.540039
	Iteration 20F: 3 clusters Score -610473.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -610483.937500 Penalty: 4222.540039
	Iteration 21Q: 3 clusters Score -610483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -610491.250000 Penalty: 4222.540039
	Iteration 22Q: 3 clusters Score -610491.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -610500.500000 Penalty: 4222.540039
	Iteration 23Q: 3 clusters Score -610500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -610510.687500 Penalty: 4222.540039
	Iteration 24Q: 3 clusters Score -610510.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -610518.062500 Penalty: 4222.540039
	Iteration 25Q: 3 clusters Score -610518.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -610522.812500 Penalty: 4222.540039
	Iteration 26Q: 3 clusters Score -610522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -610525.437500 Penalty: 4222.540039
	Iteration 27Q: 3 clusters Score -610525.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -610529.437500 Penalty: 4222.540039
	Iteration 28Q: 3 clusters Score -610529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -610532.437500 Penalty: 4222.540039
	Iteration 29Q: 3 clusters Score -610532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -610534.687500 Penalty: 4222.540039
	Iteration 30Q: 3 clusters Score -610534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -610535.437500 Penalty: 4222.540039
	Iteration 31Q: 3 clusters Score -610535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -610536.250000 Penalty: 4222.540039
	Iteration 32Q: 3 clusters Score -610536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -610536.250000 Penalty: 4222.540039
	Iteration 33F: 3 clusters Score -610536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -199022.093750 Penalty: 1818.589722
	Iteration 0F: 2 clusters Score -199022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -196728.562500 Penalty: 3637.179443
	Iteration 0F: 3 clusters Score -196728.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -197111.718750 Penalty: 3637.179443
	Iteration 1F: 3 clusters Score -197111.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -197212.000000 Penalty: 3637.179443
	Iteration 2F: 3 clusters Score -197212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -197265.375000 Penalty: 3637.179443
	Iteration 3Q: 3 clusters Score -197265.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -197304.421875 Penalty: 3637.179443
	Iteration 4Q: 3 clusters Score -197304.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -197342.656250 Penalty: 3637.179443
	Iteration 5Q: 3 clusters Score -197342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -197369.015625 Penalty: 3637.179443
	Iteration 6Q: 3 clusters Score -197369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -197386.031250 Penalty: 3637.179443
	Iteration 7Q: 3 clusters Score -197386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -197393.750000 Penalty: 3637.179443
	Iteration 8Q: 3 clusters Score -197393.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -197403.187500 Penalty: 3637.179443
	Iteration 9Q: 3 clusters Score -197403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -197407.062500 Penalty: 3637.179443
	Iteration 10Q: 3 clusters Score -197407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -197410.093750 Penalty: 3637.179443
	Iteration 11Q: 3 clusters Score -197410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -197413.156250 Penalty: 3637.179443
	Iteration 12Q: 3 clusters Score -197413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -197417.343750 Penalty: 3637.179443
	Iteration 13Q: 3 clusters Score -197417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197421.546875 Penalty: 3637.179443
	Iteration 14Q: 3 clusters Score -197421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197422.750000 Penalty: 3637.179443
	Iteration 15Q: 3 clusters Score -197422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197424.171875 Penalty: 3637.179443
	Iteration 16Q: 3 clusters Score -197424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -197430.421875 Penalty: 3637.179443
	Iteration 17Q: 3 clusters Score -197430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -197433.703125 Penalty: 3637.179443
	Iteration 18Q: 3 clusters Score -197433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197436.296875 Penalty: 3637.179443
	Iteration 19Q: 3 clusters Score -197436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -197441.500000 Penalty: 3637.179443
	Iteration 20F: 3 clusters Score -197441.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -211789.812500 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -211789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209403.406250 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -209403.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209779.015625 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -209779 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -209890.015625 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -209890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -209956.781250 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -209956.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210004.046875 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -210004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -210030.625000 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -210030.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -210049.421875 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -210049.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -210065.984375 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -210066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -210077.015625 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -210077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210087.968750 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -210088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -210091.500000 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -210091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -210094.734375 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -210094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -210097.468750 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -210097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -210102.968750 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -210103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210105.937500 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -210105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -210106.312500 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -210106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -210108.937500 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -210108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -210112.812500 Penalty: 3688.269775
	Iteration 17Q: 3 clusters Score -210112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -210114.859375 Penalty: 3688.269775
	Iteration 18Q: 3 clusters Score -210114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -210116.218750 Penalty: 3688.269775
	Iteration 19Q: 3 clusters Score -210116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210119.265625 Penalty: 3688.269775
	Iteration 20F: 3 clusters Score -210119.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210123.078125 Penalty: 3688.269775
	Iteration 21Q: 3 clusters Score -210123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210126.250000 Penalty: 3688.269775
	Iteration 22Q: 3 clusters Score -210126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -210129.234375 Penalty: 3688.269775
	Iteration 23Q: 3 clusters Score -210129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -210131.937500 Penalty: 3688.269775
	Iteration 24Q: 3 clusters Score -210131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -210133.593750 Penalty: 3688.269775
	Iteration 25Q: 3 clusters Score -210133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -210135.109375 Penalty: 3688.269775
	Iteration 26Q: 3 clusters Score -210135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -210136.953125 Penalty: 3688.269775
	Iteration 27Q: 3 clusters Score -210137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210138.843750 Penalty: 3688.269775
	Iteration 28Q: 3 clusters Score -210138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210140.062500 Penalty: 3688.269775
	Iteration 29Q: 3 clusters Score -210140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210141.281250 Penalty: 3688.269775
	Iteration 30Q: 3 clusters Score -210141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -210142.359375 Penalty: 3688.269775
	Iteration 31Q: 3 clusters Score -210142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -210142.359375 Penalty: 3688.269775
	Iteration 32F: 3 clusters Score -210142.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Entering Unmasked Estep 
Score: -992040.375000 Penalty: 2215.516113
	Iteration 0F: 2 clusters Score -992040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -985867.000000 Penalty: 4431.032227
	Iteration 0F: 3 clusters Score -985867 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -987490.000000 Penalty: 4431.032227
	Iteration 1F: 3 clusters Score -987490 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -987765.687500 Penalty: 4431.032227
	Iteration 2F: 3 clusters Score -987765.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -987965.125000 Penalty: 4431.032227
	Iteration 3F: 3 clusters Score -987965.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -988130.687500 Penalty: 4431.032227
	Iteration 4Q: 3 clusters Score -988130.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -988279.062500 Penalty: 4431.032227
	Iteration 5Q: 3 clusters Score -988279.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -988455.625000 Penalty: 4431.032227
	Iteration 6Q: 3 clusters Score -988455.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -988626.812500 Penalty: 4431.032227
	Iteration 7Q: 3 clusters Score -988626.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -988794.062500 Penalty: 4431.032227
	Iteration 8Q: 3 clusters Score -988794.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -988961.250000 Penalty: 4431.032227
	Iteration 9Q: 3 clusters Score -988961.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -989112.875000 Penalty: 4431.032227
	Iteration 10Q: 3 clusters Score -989112.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -989275.312500 Penalty: 4431.032227
	Iteration 11Q: 3 clusters Score -989275.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -989419.125000 Penalty: 4431.032227
	Iteration 12Q: 3 clusters Score -989419.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -989552.562500 Penalty: 4431.032227
	Iteration 13Q: 3 clusters Score -989552.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -989646.812500 Penalty: 4431.032227
	Iteration 14Q: 3 clusters Score -989646.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -989714.687500 Penalty: 4431.032227
	Iteration 15Q: 3 clusters Score -989714.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -989787.312500 Penalty: 4431.032227
	Iteration 16Q: 3 clusters Score -989787.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -989843.062500 Penalty: 4431.032227
	Iteration 17Q: 3 clusters Score -989843.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -989890.625000 Penalty: 4431.032227
	Iteration 18Q: 3 clusters Score -989890.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -989928.687500 Penalty: 4431.032227
	Iteration 19Q: 3 clusters Score -989928.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -989968.562500 Penalty: 4431.032227
	Iteration 20F: 3 clusters Score -989968.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -990003.000000 Penalty: 4431.032227
	Iteration 21Q: 3 clusters Score -990003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -990019.812500 Penalty: 4431.032227
	Iteration 22Q: 3 clusters Score -990019.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -990031.875000 Penalty: 4431.032227
	Iteration 23Q: 3 clusters Score -990031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -990040.875000 Penalty: 4431.032227
	Iteration 24Q: 3 clusters Score -990040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -990050.312500 Penalty: 4431.032227
	Iteration 25Q: 3 clusters Score -990050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -990062.062500 Penalty: 4431.032227
	Iteration 26Q: 3 clusters Score -990062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -990068.125000 Penalty: 4431.032227
	Iteration 27Q: 3 clusters Score -990068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -990072.625000 Penalty: 4431.032227
	Iteration 28Q: 3 clusters Score -990072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -990075.687500 Penalty: 4431.032227
	Iteration 29Q: 3 clusters Score -990075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -990076.625000 Penalty: 4431.032227
	Iteration 30Q: 3 clusters Score -990076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -990079.125000 Penalty: 4431.032227
	Iteration 31Q: 3 clusters Score -990079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -990079.125000 Penalty: 4431.032227
	Iteration 32F: 3 clusters Score -990079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 43157 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 8 contains 15699 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 12018 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 144965 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12497 members 
Mstep: Class 20 contains 8018 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42899716.000000 Penalty: 66272.132812
Iteration 79Q: 22 clusters Score -4.289972e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 19648 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 9689 members 
Mstep: Class 5 contains 43265 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15675 members 
Mstep: Class 9 contains 6787 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 11935 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 563 members 
Mstep: Class 16 contains 144960 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 12468 members 
Mstep: Class 20 contains 8004 members 
Mstep: Class 21 contains 5017 members 
Mstep: Class 22 contains 1538 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900036.000000 Penalty: 66272.132812
Iteration 80F: 22 clusters Score -4.290004e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19705 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 9705 members 
Mstep: Class 5 contains 43305 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15672 members 
Mstep: Class 9 contains 6849 members 
Mstep: Class 10 contains 13729 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 565 members 
Mstep: Class 16 contains 144927 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 12455 members 
Mstep: Class 20 contains 7982 members 
Mstep: Class 21 contains 5032 members 
Mstep: Class 22 contains 1527 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900156.000000 Penalty: 66272.132812
Iteration 81Q: 22 clusters Score -4.290016e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19774 members 
Mstep: Class 3 contains 10915 members 
Mstep: Class 4 contains 9707 members 
Mstep: Class 5 contains 43325 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15692 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 13731 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 566 members 
Mstep: Class 16 contains 144896 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 12442 members 
Mstep: Class 20 contains 7960 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 1520 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900220.000000 Penalty: 66272.132812
Iteration 82Q: 22 clusters Score -4.290022e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19814 members 
Mstep: Class 3 contains 10891 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 43331 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15713 members 
Mstep: Class 9 contains 6963 members 
Mstep: Class 10 contains 13725 members 
Mstep: Class 11 contains 11755 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144864 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 12430 members 
Mstep: Class 20 contains 7947 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 7556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900304.000000 Penalty: 66272.132812
Iteration 83Q: 22 clusters Score -4.29003e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19844 members 
Mstep: Class 3 contains 10866 members 
Mstep: Class 4 contains 9728 members 
Mstep: Class 5 contains 43338 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15725 members 
Mstep: Class 9 contains 7002 members 
Mstep: Class 10 contains 13723 members 
Mstep: Class 11 contains 11727 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144853 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 12429 members 
Mstep: Class 20 contains 7936 members 
Mstep: Class 21 contains 5066 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 7550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900284.000000 Penalty: 66272.132812
Iteration 84Q: 22 clusters Score -4.290028e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19865 members 
Mstep: Class 3 contains 10852 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 43336 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15730 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 13722 members 
Mstep: Class 11 contains 11701 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144860 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 12424 members 
Mstep: Class 20 contains 7927 members 
Mstep: Class 21 contains 5075 members 
Mstep: Class 22 contains 1505 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 7540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900216.000000 Penalty: 66272.132812
Iteration 85Q: 22 clusters Score -4.290022e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19893 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 43327 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15740 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 13729 members 
Mstep: Class 11 contains 11684 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144848 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 12420 members 
Mstep: Class 20 contains 7919 members 
Mstep: Class 21 contains 5083 members 
Mstep: Class 22 contains 1496 members 
Mstep: Class 23 contains 1632 members 
Mstep: Class 24 contains 7530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900264.000000 Penalty: 66272.132812
Iteration 86Q: 22 clusters Score -4.290026e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19918 members 
Mstep: Class 3 contains 10830 members 
Mstep: Class 4 contains 9741 members 
Mstep: Class 5 contains 43317 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15742 members 
Mstep: Class 9 contains 7086 members 
Mstep: Class 10 contains 13741 members 
Mstep: Class 11 contains 11668 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144821 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 12420 members 
Mstep: Class 20 contains 7923 members 
Mstep: Class 21 contains 5095 members 
Mstep: Class 22 contains 1492 members 
Mstep: Class 23 contains 1628 members 
Mstep: Class 24 contains 7519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900324.000000 Penalty: 66272.132812
Iteration 87Q: 22 clusters Score -4.290032e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19936 members 
Mstep: Class 3 contains 10820 members 
Mstep: Class 4 contains 9746 members 
Mstep: Class 5 contains 43316 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15745 members 
Mstep: Class 9 contains 7102 members 
Mstep: Class 10 contains 13745 members 
Mstep: Class 11 contains 11656 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144806 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 12415 members 
Mstep: Class 20 contains 7925 members 
Mstep: Class 21 contains 5107 members 
Mstep: Class 22 contains 1486 members 
Mstep: Class 23 contains 1624 members 
Mstep: Class 24 contains 7513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900276.000000 Penalty: 66272.132812
Iteration 88Q: 22 clusters Score -4.290028e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 19950 members 
Mstep: Class 3 contains 10811 members 
Mstep: Class 4 contains 9747 members 
Mstep: Class 5 contains 43311 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15746 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 13749 members 
Mstep: Class 11 contains 11643 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144798 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 12413 members 
Mstep: Class 20 contains 7932 members 
Mstep: Class 21 contains 5114 members 
Mstep: Class 22 contains 1478 members 
Mstep: Class 23 contains 1621 members 
Mstep: Class 24 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900392.000000 Penalty: 66272.132812
Iteration 89Q: 22 clusters Score -4.290039e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 19950 members 
Mstep: Class 3 contains 10807 members 
Mstep: Class 4 contains 9752 members 
Mstep: Class 5 contains 43310 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15744 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 13755 members 
Mstep: Class 11 contains 11640 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144788 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 12411 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 1616 members 
Mstep: Class 24 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900428.000000 Penalty: 66272.132812
Iteration 90Q: 22 clusters Score -4.290043e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 19955 members 
Mstep: Class 3 contains 10800 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 43313 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15742 members 
Mstep: Class 9 contains 7146 members 
Mstep: Class 10 contains 13754 members 
Mstep: Class 11 contains 11630 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144776 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 12410 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 5127 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 1614 members 
Mstep: Class 24 contains 7510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900412.000000 Penalty: 66272.132812
Iteration 91Q: 22 clusters Score -4.290041e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 19966 members 
Mstep: Class 3 contains 10790 members 
Mstep: Class 4 contains 9763 members 
Mstep: Class 5 contains 43318 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15740 members 
Mstep: Class 9 contains 7154 members 
Mstep: Class 10 contains 13751 members 
Mstep: Class 11 contains 11625 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144771 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12408 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 5134 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 1614 members 
Mstep: Class 24 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900456.000000 Penalty: 66272.132812
Iteration 92Q: 22 clusters Score -4.290046e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 19976 members 
Mstep: Class 3 contains 10779 members 
Mstep: Class 4 contains 9772 members 
Mstep: Class 5 contains 43318 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15742 members 
Mstep: Class 9 contains 7159 members 
Mstep: Class 10 contains 13754 members 
Mstep: Class 11 contains 11626 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144753 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 12407 members 
Mstep: Class 20 contains 7936 members 
Mstep: Class 21 contains 5139 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 1613 members 
Mstep: Class 24 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900416.000000 Penalty: 66272.132812
Iteration 93Q: 22 clusters Score -4.290042e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 19988 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 43314 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15744 members 
Mstep: Class 9 contains 7169 members 
Mstep: Class 10 contains 13751 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144741 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 12406 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5143 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 1612 members 
Mstep: Class 24 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900520.000000 Penalty: 66272.132812
Iteration 94Q: 22 clusters Score -4.290052e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 19997 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 43312 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15748 members 
Mstep: Class 9 contains 7176 members 
Mstep: Class 10 contains 13754 members 
Mstep: Class 11 contains 11616 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144725 members 
Mstep: Class 18 contains 16396 members 
Mstep: Class 19 contains 12405 members 
Mstep: Class 20 contains 7935 members 
Mstep: Class 21 contains 5148 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 1612 members 
Mstep: Class 24 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900492.000000 Penalty: 66272.132812
Iteration 95Q: 22 clusters Score -4.290049e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20007 members 
Mstep: Class 3 contains 10759 members 
Mstep: Class 4 contains 9787 members 
Mstep: Class 5 contains 43309 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7179 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 11609 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144713 members 
Mstep: Class 18 contains 16396 members 
Mstep: Class 19 contains 12405 members 
Mstep: Class 20 contains 7933 members 
Mstep: Class 21 contains 5157 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 1612 members 
Mstep: Class 24 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900484.000000 Penalty: 66272.132812
Iteration 96Q: 22 clusters Score -4.290048e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20012 members 
Mstep: Class 3 contains 10753 members 
Mstep: Class 4 contains 9789 members 
Mstep: Class 5 contains 43309 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15746 members 
Mstep: Class 9 contains 7183 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 11603 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144712 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 12405 members 
Mstep: Class 20 contains 7934 members 
Mstep: Class 21 contains 5165 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 1611 members 
Mstep: Class 24 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900512.000000 Penalty: 66272.132812
Iteration 97Q: 22 clusters Score -4.290051e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20015 members 
Mstep: Class 3 contains 10749 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 43310 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7187 members 
Mstep: Class 10 contains 13756 members 
Mstep: Class 11 contains 11596 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144719 members 
Mstep: Class 18 contains 16394 members 
Mstep: Class 19 contains 12405 members 
Mstep: Class 20 contains 7936 members 
Mstep: Class 21 contains 5171 members 
Mstep: Class 22 contains 1450 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900536.000000 Penalty: 66272.132812
Iteration 98Q: 22 clusters Score -4.290054e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20019 members 
Mstep: Class 3 contains 10742 members 
Mstep: Class 4 contains 9791 members 
Mstep: Class 5 contains 43309 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15750 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 11594 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144713 members 
Mstep: Class 18 contains 16393 members 
Mstep: Class 19 contains 12403 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 5177 members 
Mstep: Class 22 contains 1450 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900500.000000 Penalty: 66272.132812
Iteration 99Q: 22 clusters Score -4.29005e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20023 members 
Mstep: Class 3 contains 10737 members 
Mstep: Class 4 contains 9791 members 
Mstep: Class 5 contains 43309 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15751 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 13759 members 
Mstep: Class 11 contains 11592 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 144707 members 
Mstep: Class 18 contains 16393 members 
Mstep: Class 19 contains 12401 members 
Mstep: Class 20 contains 7940 members 
Mstep: Class 21 contains 5181 members 
Mstep: Class 22 contains 1447 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900496.000000 Penalty: 66272.132812
Iteration 100F: 22 clusters Score -4.29005e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20025 members 
Mstep: Class 3 contains 10738 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 43308 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15750 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 13761 members 
Mstep: Class 11 contains 11593 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144693 members 
Mstep: Class 18 contains 16393 members 
Mstep: Class 19 contains 12399 members 
Mstep: Class 20 contains 7941 members 
Mstep: Class 21 contains 5185 members 
Mstep: Class 22 contains 1450 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900572.000000 Penalty: 66272.132812
Iteration 101Q: 22 clusters Score -4.290057e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20027 members 
Mstep: Class 3 contains 10733 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 43308 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15752 members 
Mstep: Class 9 contains 7201 members 
Mstep: Class 10 contains 13763 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144681 members 
Mstep: Class 18 contains 16393 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 7941 members 
Mstep: Class 21 contains 5188 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900508.000000 Penalty: 66272.132812
Iteration 102Q: 22 clusters Score -4.290051e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20039 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 43307 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15753 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144670 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 7941 members 
Mstep: Class 21 contains 5191 members 
Mstep: Class 22 contains 1456 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900584.000000 Penalty: 66272.132812
Iteration 103Q: 22 clusters Score -4.290058e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20043 members 
Mstep: Class 3 contains 10716 members 
Mstep: Class 4 contains 9795 members 
Mstep: Class 5 contains 43305 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15749 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144665 members 
Mstep: Class 18 contains 16397 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 7943 members 
Mstep: Class 21 contains 5191 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1602 members 
Mstep: Class 24 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900556.000000 Penalty: 66272.132812
Iteration 104Q: 22 clusters Score -4.290056e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20043 members 
Mstep: Class 3 contains 10707 members 
Mstep: Class 4 contains 9797 members 
Mstep: Class 5 contains 43302 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15749 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 11599 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144661 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 7943 members 
Mstep: Class 21 contains 5194 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 1602 members 
Mstep: Class 24 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900560.000000 Penalty: 66272.132812
Iteration 105Q: 22 clusters Score -4.290056e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20043 members 
Mstep: Class 3 contains 10702 members 
Mstep: Class 4 contains 9799 members 
Mstep: Class 5 contains 43302 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15748 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 11598 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144658 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 7943 members 
Mstep: Class 21 contains 5193 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900560.000000 Penalty: 66272.132812
Iteration 106Q: 22 clusters Score -4.290056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20043 members 
Mstep: Class 3 contains 10698 members 
Mstep: Class 4 contains 9801 members 
Mstep: Class 5 contains 43303 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7217 members 
Mstep: Class 10 contains 13765 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144655 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 7944 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 1472 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900500.000000 Penalty: 66272.132812
Iteration 107Q: 22 clusters Score -4.29005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20045 members 
Mstep: Class 3 contains 10695 members 
Mstep: Class 4 contains 9803 members 
Mstep: Class 5 contains 43305 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15746 members 
Mstep: Class 9 contains 7221 members 
Mstep: Class 10 contains 13767 members 
Mstep: Class 11 contains 11591 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144654 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12399 members 
Mstep: Class 20 contains 7942 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900520.000000 Penalty: 66272.132812
Iteration 108Q: 22 clusters Score -4.290052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20046 members 
Mstep: Class 3 contains 10693 members 
Mstep: Class 4 contains 9805 members 
Mstep: Class 5 contains 43307 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15746 members 
Mstep: Class 9 contains 7225 members 
Mstep: Class 10 contains 13765 members 
Mstep: Class 11 contains 11590 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144653 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12399 members 
Mstep: Class 20 contains 7941 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900500.000000 Penalty: 66272.132812
Iteration 109Q: 22 clusters Score -4.29005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20052 members 
Mstep: Class 3 contains 10691 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43307 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15746 members 
Mstep: Class 9 contains 7230 members 
Mstep: Class 10 contains 13765 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144649 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12399 members 
Mstep: Class 20 contains 7940 members 
Mstep: Class 21 contains 5196 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900460.000000 Penalty: 66272.132812
Iteration 110Q: 22 clusters Score -4.290046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20052 members 
Mstep: Class 3 contains 10691 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43307 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7231 members 
Mstep: Class 10 contains 13765 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144649 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 5197 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900496.000000 Penalty: 66272.132812
Iteration 111Q: 22 clusters Score -4.29005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20050 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43308 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15748 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 13766 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144650 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7938 members 
Mstep: Class 21 contains 5197 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900492.000000 Penalty: 66272.132812
Iteration 112Q: 22 clusters Score -4.290049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20049 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43309 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 13767 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144649 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5198 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900520.000000 Penalty: 66272.132812
Iteration 113Q: 22 clusters Score -4.290052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20047 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43307 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7238 members 
Mstep: Class 10 contains 13769 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144647 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900528.000000 Penalty: 66272.132812
Iteration 114Q: 22 clusters Score -4.290053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20046 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43307 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 13769 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144645 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900524.000000 Penalty: 66272.132812
Iteration 115Q: 22 clusters Score -4.290052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20046 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43307 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 13770 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144642 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5198 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900524.000000 Penalty: 66272.132812
Iteration 116Q: 22 clusters Score -4.290052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20046 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43304 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144635 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900528.000000 Penalty: 66272.132812
Iteration 117Q: 22 clusters Score -4.290053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20047 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43303 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7254 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144632 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900528.000000 Penalty: 66272.132812
Iteration 118Q: 22 clusters Score -4.290053e+07 nChanged 3
Entering ConstructFrom: 
Score: -42900528.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -488944.625000 Penalty: 2045.375610
	Iteration 0F: 2 clusters Score -488944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -485212.812500 Penalty: 4090.751221
	Iteration 0F: 3 clusters Score -485212.8 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -485960.593750 Penalty: 4090.751221
	Iteration 1F: 3 clusters Score -485960.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -486128.687500 Penalty: 4090.751221
	Iteration 2F: 3 clusters Score -486128.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -486238.343750 Penalty: 4090.751221
	Iteration 3Q: 3 clusters Score -486238.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -486299.593750 Penalty: 4090.751221
	Iteration 4Q: 3 clusters Score -486299.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -486343.531250 Penalty: 4090.751221
	Iteration 5Q: 3 clusters Score -486343.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -486383.500000 Penalty: 4090.751221
	Iteration 6Q: 3 clusters Score -486383.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -486417.218750 Penalty: 4090.751221
	Iteration 7Q: 3 clusters Score -486417.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -486454.000000 Penalty: 4090.751221
	Iteration 8Q: 3 clusters Score -486454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -486477.375000 Penalty: 4090.751221
	Iteration 9Q: 3 clusters Score -486477.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -486506.062500 Penalty: 4090.751221
	Iteration 10Q: 3 clusters Score -486506.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -486535.468750 Penalty: 4090.751221
	Iteration 11Q: 3 clusters Score -486535.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -486561.625000 Penalty: 4090.751221
	Iteration 12Q: 3 clusters Score -486561.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -486585.218750 Penalty: 4090.751221
	Iteration 13Q: 3 clusters Score -486585.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -486598.875000 Penalty: 4090.751221
	Iteration 14Q: 3 clusters Score -486598.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -486612.093750 Penalty: 4090.751221
	Iteration 15Q: 3 clusters Score -486612.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -486625.750000 Penalty: 4090.751221
	Iteration 16Q: 3 clusters Score -486625.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -486634.750000 Penalty: 4090.751221
	Iteration 17Q: 3 clusters Score -486634.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -486643.062500 Penalty: 4090.751221
	Iteration 18Q: 3 clusters Score -486643.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -486650.125000 Penalty: 4090.751221
	Iteration 19Q: 3 clusters Score -486650.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -486660.781250 Penalty: 4090.751221
	Iteration 20F: 3 clusters Score -486660.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -486670.000000 Penalty: 4090.751221
	Iteration 21Q: 3 clusters Score -486670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -486678.187500 Penalty: 4090.751221
	Iteration 22Q: 3 clusters Score -486678.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -486687.468750 Penalty: 4090.751221
	Iteration 23Q: 3 clusters Score -486687.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -486699.000000 Penalty: 4090.751221
	Iteration 24Q: 3 clusters Score -486699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -486710.562500 Penalty: 4090.751221
	Iteration 25Q: 3 clusters Score -486710.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -486725.093750 Penalty: 4090.751221
	Iteration 26Q: 3 clusters Score -486725.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -486742.187500 Penalty: 4090.751221
	Iteration 27Q: 3 clusters Score -486742.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -486757.656250 Penalty: 4090.751221
	Iteration 28Q: 3 clusters Score -486757.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -486769.875000 Penalty: 4090.751221
	Iteration 29Q: 3 clusters Score -486769.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -486781.406250 Penalty: 4090.751221
	Iteration 30Q: 3 clusters Score -486781.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -486792.812500 Penalty: 4090.751221
	Iteration 31Q: 3 clusters Score -486792.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -486803.593750 Penalty: 4090.751221
	Iteration 32Q: 3 clusters Score -486803.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -486807.437500 Penalty: 4090.751221
	Iteration 33Q: 3 clusters Score -486807.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -486813.781250 Penalty: 4090.751221
	Iteration 34Q: 3 clusters Score -486813.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -486820.812500 Penalty: 4090.751221
	Iteration 35Q: 3 clusters Score -486820.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -486827.906250 Penalty: 4090.751221
	Iteration 36Q: 3 clusters Score -486827.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -486836.531250 Penalty: 4090.751221
	Iteration 37Q: 3 clusters Score -486836.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -486849.968750 Penalty: 4090.751221
	Iteration 38Q: 3 clusters Score -486850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -486866.343750 Penalty: 4090.751221
	Iteration 39Q: 3 clusters Score -486866.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -486881.875000 Penalty: 4090.751221
	Iteration 40F: 3 clusters Score -486881.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -486894.875000 Penalty: 4090.751221
	Iteration 41Q: 3 clusters Score -486894.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -486906.125000 Penalty: 4090.751221
	Iteration 42Q: 3 clusters Score -486906.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -486922.750000 Penalty: 4090.751221
	Iteration 43Q: 3 clusters Score -486922.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -486936.968750 Penalty: 4090.751221
	Iteration 44Q: 3 clusters Score -486937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -486952.906250 Penalty: 4090.751221
	Iteration 45Q: 3 clusters Score -486952.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -486976.000000 Penalty: 4090.751221
	Iteration 46Q: 3 clusters Score -486976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -486998.343750 Penalty: 4090.751221
	Iteration 47Q: 3 clusters Score -486998.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -487022.156250 Penalty: 4090.751221
	Iteration 48Q: 3 clusters Score -487022.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -487049.343750 Penalty: 4090.751221
	Iteration 49Q: 3 clusters Score -487049.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -487074.937500 Penalty: 4090.751221
	Iteration 50Q: 3 clusters Score -487074.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -487094.593750 Penalty: 4090.751221
	Iteration 51Q: 3 clusters Score -487094.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -487110.906250 Penalty: 4090.751221
	Iteration 52Q: 3 clusters Score -487110.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -487124.656250 Penalty: 4090.751221
	Iteration 53Q: 3 clusters Score -487124.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -487137.750000 Penalty: 4090.751221
	Iteration 54Q: 3 clusters Score -487137.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -487146.906250 Penalty: 4090.751221
	Iteration 55Q: 3 clusters Score -487146.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -487154.531250 Penalty: 4090.751221
	Iteration 56Q: 3 clusters Score -487154.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -487163.218750 Penalty: 4090.751221
	Iteration 57Q: 3 clusters Score -487163.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -487174.343750 Penalty: 4090.751221
	Iteration 58Q: 3 clusters Score -487174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -487181.843750 Penalty: 4090.751221
	Iteration 59Q: 3 clusters Score -487181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -487191.000000 Penalty: 4090.751221
	Iteration 60F: 3 clusters Score -487191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -487204.093750 Penalty: 4090.751221
	Iteration 61Q: 3 clusters Score -487204.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -487212.531250 Penalty: 4090.751221
	Iteration 62Q: 3 clusters Score -487212.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -487219.656250 Penalty: 4090.751221
	Iteration 63Q: 3 clusters Score -487219.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -487228.625000 Penalty: 4090.751221
	Iteration 64Q: 3 clusters Score -487228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -487236.968750 Penalty: 4090.751221
	Iteration 65Q: 3 clusters Score -487237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -487244.156250 Penalty: 4090.751221
	Iteration 66Q: 3 clusters Score -487244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -487245.750000 Penalty: 4090.751221
	Iteration 67Q: 3 clusters Score -487245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -487247.625000 Penalty: 4090.751221
	Iteration 68Q: 3 clusters Score -487247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -487248.781250 Penalty: 4090.751221
	Iteration 69Q: 3 clusters Score -487248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -487249.312500 Penalty: 4090.751221
	Iteration 70Q: 3 clusters Score -487249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -487251.593750 Penalty: 4090.751221
	Iteration 71Q: 3 clusters Score -487251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -487252.843750 Penalty: 4090.751221
	Iteration 72Q: 3 clusters Score -487252.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -487252.843750 Penalty: 4090.751221
	Iteration 73F: 3 clusters Score -487252.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Entering Unmasked Estep 
Score: -2496091.250000 Penalty: 2456.647217
	Iteration 0F: 2 clusters Score -2496091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2482016.500000 Penalty: 4913.294434
	Iteration 0F: 3 clusters Score -2482016 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2486673.250000 Penalty: 4913.294434
	Iteration 1F: 3 clusters Score -2486673 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2487105.250000 Penalty: 4913.294434
	Iteration 2F: 3 clusters Score -2487105 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2487464.500000 Penalty: 4913.294434
	Iteration 3Q: 3 clusters Score -2487464 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2487842.000000 Penalty: 4913.294434
	Iteration 4Q: 3 clusters Score -2487842 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2488260.500000 Penalty: 4913.294434
	Iteration 5Q: 3 clusters Score -2488260 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2488793.250000 Penalty: 4913.294434
	Iteration 6Q: 3 clusters Score -2488793 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2489390.500000 Penalty: 4913.294434
	Iteration 7F: 3 clusters Score -2489390 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2490023.750000 Penalty: 4913.294434
	Iteration 8F: 3 clusters Score -2490024 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2490610.250000 Penalty: 4913.294434
	Iteration 9Q: 3 clusters Score -2490610 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2491302.250000 Penalty: 4913.294434
	Iteration 10Q: 3 clusters Score -2491302 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2492007.500000 Penalty: 4913.294434
	Iteration 11Q: 3 clusters Score -2492008 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2492591.000000 Penalty: 4913.294434
	Iteration 12Q: 3 clusters Score -2492591 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2493035.750000 Penalty: 4913.294434
	Iteration 13Q: 3 clusters Score -2493036 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2493347.250000 Penalty: 4913.294434
	Iteration 14Q: 3 clusters Score -2493347 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2493554.000000 Penalty: 4913.294434
	Iteration 15Q: 3 clusters Score -2493554 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2493671.250000 Penalty: 4913.294434
	Iteration 16Q: 3 clusters Score -2493671 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2493763.500000 Penalty: 4913.294434
	Iteration 17Q: 3 clusters Score -2493764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2493854.500000 Penalty: 4913.294434
	Iteration 18Q: 3 clusters Score -2493854 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2493920.000000 Penalty: 4913.294434
	Iteration 19Q: 3 clusters Score -2493920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2493977.250000 Penalty: 4913.294434
	Iteration 20F: 3 clusters Score -2493977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2494027.500000 Penalty: 4913.294434
	Iteration 21Q: 3 clusters Score -2494028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2494059.500000 Penalty: 4913.294434
	Iteration 22Q: 3 clusters Score -2494060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2494080.250000 Penalty: 4913.294434
	Iteration 23Q: 3 clusters Score -2494080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2494101.250000 Penalty: 4913.294434
	Iteration 24Q: 3 clusters Score -2494101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2494109.250000 Penalty: 4913.294434
	Iteration 25Q: 3 clusters Score -2494109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2494113.500000 Penalty: 4913.294434
	Iteration 26Q: 3 clusters Score -2494114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2494125.750000 Penalty: 4913.294434
	Iteration 27Q: 3 clusters Score -2494126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2494134.250000 Penalty: 4913.294434
	Iteration 28Q: 3 clusters Score -2494134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2494140.750000 Penalty: 4913.294434
	Iteration 29Q: 3 clusters Score -2494141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2494147.250000 Penalty: 4913.294434
	Iteration 30Q: 3 clusters Score -2494147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2494155.250000 Penalty: 4913.294434
	Iteration 31Q: 3 clusters Score -2494155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2494162.500000 Penalty: 4913.294434
	Iteration 32Q: 3 clusters Score -2494162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2494167.000000 Penalty: 4913.294434
	Iteration 33Q: 3 clusters Score -2494167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2494175.000000 Penalty: 4913.294434
	Iteration 34Q: 3 clusters Score -2494175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2494171.000000 Penalty: 4913.294434
	Iteration 35Q: 3 clusters Score -2494171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2494173.000000 Penalty: 4913.294434
	Iteration 36Q: 3 clusters Score -2494173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2494176.000000 Penalty: 4913.294434
	Iteration 37Q: 3 clusters Score -2494176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2494181.500000 Penalty: 4913.294434
	Iteration 38Q: 3 clusters Score -2494182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2494183.750000 Penalty: 4913.294434
	Iteration 39Q: 3 clusters Score -2494184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2494183.750000 Penalty: 4913.294434
	Iteration 40F: 3 clusters Score -2494184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2494184.750000 Penalty: 4913.294434
	Iteration 41Q: 3 clusters Score -2494185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2494183.250000 Penalty: 4913.294434
	Iteration 42Q: 3 clusters Score -2494183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2494183.250000 Penalty: 4913.294434
	Iteration 43F: 3 clusters Score -2494183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Entering Unmasked Estep 
Score: -1379878.375000 Penalty: 2300.688721
	Iteration 0F: 2 clusters Score -1379878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1371764.875000 Penalty: 4601.377441
	Iteration 0F: 3 clusters Score -1371765 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1374301.000000 Penalty: 4601.377441
	Iteration 1F: 3 clusters Score -1374301 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1374634.750000 Penalty: 4601.377441
	Iteration 2F: 3 clusters Score -1374635 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1374870.125000 Penalty: 4601.377441
	Iteration 3Q: 3 clusters Score -1374870 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1375100.250000 Penalty: 4601.377441
	Iteration 4Q: 3 clusters Score -1375100 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1375333.375000 Penalty: 4601.377441
	Iteration 5Q: 3 clusters Score -1375333 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1375557.000000 Penalty: 4601.377441
	Iteration 6Q: 3 clusters Score -1375557 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1375794.250000 Penalty: 4601.377441
	Iteration 7Q: 3 clusters Score -1375794 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1376067.250000 Penalty: 4601.377441
	Iteration 8Q: 3 clusters Score -1376067 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1376374.625000 Penalty: 4601.377441
	Iteration 9Q: 3 clusters Score -1376375 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1376726.750000 Penalty: 4601.377441
	Iteration 10Q: 3 clusters Score -1376727 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1377120.500000 Penalty: 4601.377441
	Iteration 11Q: 3 clusters Score -1377120 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1377432.250000 Penalty: 4601.377441
	Iteration 12Q: 3 clusters Score -1377432 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1377668.000000 Penalty: 4601.377441
	Iteration 13Q: 3 clusters Score -1377668 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1377836.750000 Penalty: 4601.377441
	Iteration 14Q: 3 clusters Score -1377837 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1377952.750000 Penalty: 4601.377441
	Iteration 15Q: 3 clusters Score -1377953 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1378013.750000 Penalty: 4601.377441
	Iteration 16Q: 3 clusters Score -1378014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1378052.375000 Penalty: 4601.377441
	Iteration 17Q: 3 clusters Score -1378052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1378078.625000 Penalty: 4601.377441
	Iteration 18Q: 3 clusters Score -1378079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1378106.875000 Penalty: 4601.377441
	Iteration 19Q: 3 clusters Score -1378107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1378125.625000 Penalty: 4601.377441
	Iteration 20F: 3 clusters Score -1378126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1378137.250000 Penalty: 4601.377441
	Iteration 21Q: 3 clusters Score -1378137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1378151.625000 Penalty: 4601.377441
	Iteration 22Q: 3 clusters Score -1378152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1378162.375000 Penalty: 4601.377441
	Iteration 23Q: 3 clusters Score -1378162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1378168.750000 Penalty: 4601.377441
	Iteration 24Q: 3 clusters Score -1378169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1378172.125000 Penalty: 4601.377441
	Iteration 25Q: 3 clusters Score -1378172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1378183.375000 Penalty: 4601.377441
	Iteration 26Q: 3 clusters Score -1378183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1378182.375000 Penalty: 4601.377441
	Iteration 27Q: 3 clusters Score -1378182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1378183.875000 Penalty: 4601.377441
	Iteration 28Q: 3 clusters Score -1378184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1378186.625000 Penalty: 4601.377441
	Iteration 29Q: 3 clusters Score -1378187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1378186.250000 Penalty: 4601.377441
	Iteration 30Q: 3 clusters Score -1378186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1378187.875000 Penalty: 4601.377441
	Iteration 31Q: 3 clusters Score -1378188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1378193.250000 Penalty: 4601.377441
	Iteration 32Q: 3 clusters Score -1378193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1378190.125000 Penalty: 4601.377441
	Iteration 33Q: 3 clusters Score -1378190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1378195.500000 Penalty: 4601.377441
	Iteration 34Q: 3 clusters Score -1378196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1378195.875000 Penalty: 4601.377441
	Iteration 35Q: 3 clusters Score -1378196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1378196.250000 Penalty: 4601.377441
	Iteration 36Q: 3 clusters Score -1378196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1378196.375000 Penalty: 4601.377441
	Iteration 37Q: 3 clusters Score -1378196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1378196.750000 Penalty: 4601.377441
	Iteration 38Q: 3 clusters Score -1378197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1378201.375000 Penalty: 4601.377441
	Iteration 39Q: 3 clusters Score -1378201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1378199.625000 Penalty: 4601.377441
	Iteration 40F: 3 clusters Score -1378200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1378203.125000 Penalty: 4601.377441
	Iteration 41Q: 3 clusters Score -1378203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1378202.500000 Penalty: 4601.377441
	Iteration 42Q: 3 clusters Score -1378202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1378203.125000 Penalty: 4601.377441
	Iteration 43Q: 3 clusters Score -1378203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1378204.750000 Penalty: 4601.377441
	Iteration 44Q: 3 clusters Score -1378205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1378205.750000 Penalty: 4601.377441
	Iteration 45Q: 3 clusters Score -1378206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1378206.250000 Penalty: 4601.377441
	Iteration 46Q: 3 clusters Score -1378206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1378206.250000 Penalty: 4601.377441
	Iteration 47Q: 3 clusters Score -1378206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1378209.000000 Penalty: 4601.377441
	Iteration 48Q: 3 clusters Score -1378209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1378209.625000 Penalty: 4601.377441
	Iteration 49Q: 3 clusters Score -1378210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1378210.125000 Penalty: 4601.377441
	Iteration 50Q: 3 clusters Score -1378210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1378211.250000 Penalty: 4601.377441
	Iteration 51Q: 3 clusters Score -1378211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1378209.250000 Penalty: 4601.377441
	Iteration 52Q: 3 clusters Score -1378209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1378209.250000 Penalty: 4601.377441
	Iteration 53F: 3 clusters Score -1378209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Entering Unmasked Estep 
Score: -1287572.500000 Penalty: 2279.306152
	Iteration 0F: 2 clusters Score -1287572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1280038.375000 Penalty: 4558.612305
	Iteration 0F: 3 clusters Score -1280038 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1282148.375000 Penalty: 4558.612305
	Iteration 1F: 3 clusters Score -1282148 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1282466.500000 Penalty: 4558.612305
	Iteration 2F: 3 clusters Score -1282466 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1282696.750000 Penalty: 4558.612305
	Iteration 3F: 3 clusters Score -1282697 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1282879.750000 Penalty: 4558.612305
	Iteration 4Q: 3 clusters Score -1282880 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1283056.000000 Penalty: 4558.612305
	Iteration 5Q: 3 clusters Score -1283056 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1283240.250000 Penalty: 4558.612305
	Iteration 6Q: 3 clusters Score -1283240 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1283428.625000 Penalty: 4558.612305
	Iteration 7Q: 3 clusters Score -1283429 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1283656.500000 Penalty: 4558.612305
	Iteration 8Q: 3 clusters Score -1283656 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1283878.375000 Penalty: 4558.612305
	Iteration 9Q: 3 clusters Score -1283878 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1284091.500000 Penalty: 4558.612305
	Iteration 10Q: 3 clusters Score -1284092 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1284291.000000 Penalty: 4558.612305
	Iteration 11Q: 3 clusters Score -1284291 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1284437.250000 Penalty: 4558.612305
	Iteration 12Q: 3 clusters Score -1284437 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1284562.750000 Penalty: 4558.612305
	Iteration 13Q: 3 clusters Score -1284563 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1284660.125000 Penalty: 4558.612305
	Iteration 14Q: 3 clusters Score -1284660 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1284746.000000 Penalty: 4558.612305
	Iteration 15Q: 3 clusters Score -1284746 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1284839.500000 Penalty: 4558.612305
	Iteration 16Q: 3 clusters Score -1284840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1284940.750000 Penalty: 4558.612305
	Iteration 17Q: 3 clusters Score -1284941 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1285032.375000 Penalty: 4558.612305
	Iteration 18Q: 3 clusters Score -1285032 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1285111.750000 Penalty: 4558.612305
	Iteration 19Q: 3 clusters Score -1285112 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1285179.625000 Penalty: 4558.612305
	Iteration 20F: 3 clusters Score -1285180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1285236.375000 Penalty: 4558.612305
	Iteration 21Q: 3 clusters Score -1285236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1285296.625000 Penalty: 4558.612305
	Iteration 22Q: 3 clusters Score -1285297 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1285344.875000 Penalty: 4558.612305
	Iteration 23Q: 3 clusters Score -1285345 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1285381.375000 Penalty: 4558.612305
	Iteration 24Q: 3 clusters Score -1285381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1285406.375000 Penalty: 4558.612305
	Iteration 25Q: 3 clusters Score -1285406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1285434.875000 Penalty: 4558.612305
	Iteration 26Q: 3 clusters Score -1285435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1285455.625000 Penalty: 4558.612305
	Iteration 27Q: 3 clusters Score -1285456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1285470.250000 Penalty: 4558.612305
	Iteration 28Q: 3 clusters Score -1285470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1285489.625000 Penalty: 4558.612305
	Iteration 29Q: 3 clusters Score -1285490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1285500.750000 Penalty: 4558.612305
	Iteration 30Q: 3 clusters Score -1285501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1285517.625000 Penalty: 4558.612305
	Iteration 31Q: 3 clusters Score -1285518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1285525.750000 Penalty: 4558.612305
	Iteration 32Q: 3 clusters Score -1285526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1285530.875000 Penalty: 4558.612305
	Iteration 33Q: 3 clusters Score -1285531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1285532.625000 Penalty: 4558.612305
	Iteration 34Q: 3 clusters Score -1285533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1285537.375000 Penalty: 4558.612305
	Iteration 35Q: 3 clusters Score -1285537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1285546.125000 Penalty: 4558.612305
	Iteration 36Q: 3 clusters Score -1285546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1285546.000000 Penalty: 4558.612305
	Iteration 37Q: 3 clusters Score -1285546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1285550.375000 Penalty: 4558.612305
	Iteration 38Q: 3 clusters Score -1285550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1285554.625000 Penalty: 4558.612305
	Iteration 39Q: 3 clusters Score -1285555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1285555.500000 Penalty: 4558.612305
	Iteration 40F: 3 clusters Score -1285556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1285560.625000 Penalty: 4558.612305
	Iteration 41Q: 3 clusters Score -1285561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1285563.875000 Penalty: 4558.612305
	Iteration 42Q: 3 clusters Score -1285564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1285567.750000 Penalty: 4558.612305
	Iteration 43Q: 3 clusters Score -1285568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1285569.500000 Penalty: 4558.612305
	Iteration 44Q: 3 clusters Score -1285570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1285572.750000 Penalty: 4558.612305
	Iteration 45Q: 3 clusters Score -1285573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1285579.250000 Penalty: 4558.612305
	Iteration 46Q: 3 clusters Score -1285579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1285584.375000 Penalty: 4558.612305
	Iteration 47Q: 3 clusters Score -1285584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1285595.125000 Penalty: 4558.612305
	Iteration 48Q: 3 clusters Score -1285595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1285600.625000 Penalty: 4558.612305
	Iteration 49Q: 3 clusters Score -1285601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1285604.000000 Penalty: 4558.612305
	Iteration 50Q: 3 clusters Score -1285604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1285607.625000 Penalty: 4558.612305
	Iteration 51Q: 3 clusters Score -1285608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1285611.000000 Penalty: 4558.612305
	Iteration 52Q: 3 clusters Score -1285611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1285611.000000 Penalty: 4558.612305
	Iteration 53F: 3 clusters Score -1285611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Entering Unmasked Estep 
Score: -5637244.000000 Penalty: 2647.642334
	Iteration 0F: 2 clusters Score -5637244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5607881.000000 Penalty: 5295.284668
	Iteration 0F: 3 clusters Score -5607881 nChanged 19889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -5619108.000000 Penalty: 5295.284668
	Iteration 1F: 3 clusters Score -5619108 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5619686.000000 Penalty: 5295.284668
	Iteration 2Q: 3 clusters Score -5619686 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -5620319.500000 Penalty: 5295.284668
	Iteration 3Q: 3 clusters Score -5620320 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -5621037.000000 Penalty: 5295.284668
	Iteration 4Q: 3 clusters Score -5621037 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -5621938.000000 Penalty: 5295.284668
	Iteration 5Q: 3 clusters Score -5621938 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5623217.500000 Penalty: 5295.284668
	Iteration 6F: 3 clusters Score -5623218 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -5625071.000000 Penalty: 5295.284668
	Iteration 7F: 3 clusters Score -5625071 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -5627428.500000 Penalty: 5295.284668
	Iteration 8F: 3 clusters Score -5627428 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -5629904.000000 Penalty: 5295.284668
	Iteration 9F: 3 clusters Score -5629904 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5632115.000000 Penalty: 5295.284668
	Iteration 10F: 3 clusters Score -5632115 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5633596.500000 Penalty: 5295.284668
	Iteration 11Q: 3 clusters Score -5633596 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5634399.500000 Penalty: 5295.284668
	Iteration 12Q: 3 clusters Score -5634400 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5634731.000000 Penalty: 5295.284668
	Iteration 13Q: 3 clusters Score -5634731 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5634857.500000 Penalty: 5295.284668
	Iteration 14Q: 3 clusters Score -5634858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5634918.500000 Penalty: 5295.284668
	Iteration 15Q: 3 clusters Score -5634918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5634966.000000 Penalty: 5295.284668
	Iteration 16Q: 3 clusters Score -5634966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5635009.500000 Penalty: 5295.284668
	Iteration 17Q: 3 clusters Score -5635010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5635020.000000 Penalty: 5295.284668
	Iteration 18Q: 3 clusters Score -5635020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5635033.000000 Penalty: 5295.284668
	Iteration 19Q: 3 clusters Score -5635033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5635046.500000 Penalty: 5295.284668
	Iteration 20F: 3 clusters Score -5635046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5635051.000000 Penalty: 5295.284668
	Iteration 21Q: 3 clusters Score -5635051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5635056.000000 Penalty: 5295.284668
	Iteration 22Q: 3 clusters Score -5635056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5635061.500000 Penalty: 5295.284668
	Iteration 23Q: 3 clusters Score -5635062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5635060.000000 Penalty: 5295.284668
	Iteration 24Q: 3 clusters Score -5635060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5635062.000000 Penalty: 5295.284668
	Iteration 25Q: 3 clusters Score -5635062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5635062.000000 Penalty: 5295.284668
	Iteration 26F: 3 clusters Score -5635062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -142383.796875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -142383.8 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 592 members 
Entering Unmasked Estep 
Score: -140297.234375 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -140297.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -140648.093750 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -140648.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -140764.781250 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -140764.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140834.062500 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -140834.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -140888.593750 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -140888.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -140963.312500 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -140963.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -141073.890625 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -141073.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141306.375000 Penalty: 3509.181641
	Iteration 7F: 3 clusters Score -141306.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -141654.000000 Penalty: 3509.181641
	Iteration 8F: 3 clusters Score -141654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -142267.765625 Penalty: 3509.181641
	Iteration 9F: 3 clusters Score -142267.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142724.281250 Penalty: 3509.181641
	Iteration 10F: 3 clusters Score -142724.3 nChanged 41
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: -142932.953125 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -142933 nChanged 19
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: -143072.484375 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -143072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143101.921875 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -143101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143101.921875 Penalty: 3509.181641
	Iteration 14F: 3 clusters Score -143101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20047 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43303 members 
Mstep: Class 6 contains 688 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7257 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 494 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144629 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
Score: -42899828.000000 Penalty: 69427.945312
Splitting cluster 6 changes total score from -42900528.000000 to -42899828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -102675.570312 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -102675.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100867.796875 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -100867.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101233.984375 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -101234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101436.750000 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -101436.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101654.195312 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -101654.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -101909.296875 Penalty: 3364.529297
	Iteration 4F: 3 clusters Score -101909.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102109.656250 Penalty: 3364.529297
	Iteration 5F: 3 clusters Score -102109.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102323.914062 Penalty: 3364.529297
	Iteration 6F: 3 clusters Score -102323.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -102468.710938 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -102468.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -102552.078125 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -102552.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -102581.906250 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -102581.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -102598.593750 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -102598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -102608.250000 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -102608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -102620.804688 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -102620.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -102630.953125 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -102631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -102633.773438 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -102633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -102633.773438 Penalty: 3364.529297
	Iteration 15F: 3 clusters Score -102633.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Entering Unmasked Estep 
Score: -2054163.250000 Penalty: 2396.772461
	Iteration 0F: 2 clusters Score -2054163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2042877.625000 Penalty: 4793.544922
	Iteration 0F: 3 clusters Score -2042878 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2046573.250000 Penalty: 4793.544922
	Iteration 1F: 3 clusters Score -2046573 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2046947.375000 Penalty: 4793.544922
	Iteration 2F: 3 clusters Score -2046947 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2047307.750000 Penalty: 4793.544922
	Iteration 3Q: 3 clusters Score -2047308 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2047642.125000 Penalty: 4793.544922
	Iteration 4Q: 3 clusters Score -2047642 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2047956.625000 Penalty: 4793.544922
	Iteration 5Q: 3 clusters Score -2047957 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2048291.375000 Penalty: 4793.544922
	Iteration 6Q: 3 clusters Score -2048291 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2048634.500000 Penalty: 4793.544922
	Iteration 7Q: 3 clusters Score -2048634 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2048911.000000 Penalty: 4793.544922
	Iteration 8Q: 3 clusters Score -2048911 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2049160.375000 Penalty: 4793.544922
	Iteration 9Q: 3 clusters Score -2049160 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2049382.750000 Penalty: 4793.544922
	Iteration 10Q: 3 clusters Score -2049383 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2049575.125000 Penalty: 4793.544922
	Iteration 11Q: 3 clusters Score -2049575 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2049760.875000 Penalty: 4793.544922
	Iteration 12Q: 3 clusters Score -2049761 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2049949.625000 Penalty: 4793.544922
	Iteration 13Q: 3 clusters Score -2049950 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2050170.250000 Penalty: 4793.544922
	Iteration 14Q: 3 clusters Score -2050170 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2050376.250000 Penalty: 4793.544922
	Iteration 15Q: 3 clusters Score -2050376 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2050554.250000 Penalty: 4793.544922
	Iteration 16Q: 3 clusters Score -2050554 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2050673.250000 Penalty: 4793.544922
	Iteration 17Q: 3 clusters Score -2050673 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2050756.250000 Penalty: 4793.544922
	Iteration 18Q: 3 clusters Score -2050756 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2050820.625000 Penalty: 4793.544922
	Iteration 19Q: 3 clusters Score -2050821 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2050863.500000 Penalty: 4793.544922
	Iteration 20F: 3 clusters Score -2050864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2050892.625000 Penalty: 4793.544922
	Iteration 21Q: 3 clusters Score -2050893 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2050907.625000 Penalty: 4793.544922
	Iteration 22Q: 3 clusters Score -2050908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2050924.750000 Penalty: 4793.544922
	Iteration 23Q: 3 clusters Score -2050925 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2050944.125000 Penalty: 4793.544922
	Iteration 24Q: 3 clusters Score -2050944 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2050950.625000 Penalty: 4793.544922
	Iteration 25Q: 3 clusters Score -2050951 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2050965.000000 Penalty: 4793.544922
	Iteration 26Q: 3 clusters Score -2050965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2050976.250000 Penalty: 4793.544922
	Iteration 27Q: 3 clusters Score -2050976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2050994.500000 Penalty: 4793.544922
	Iteration 28Q: 3 clusters Score -2050994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2050998.375000 Penalty: 4793.544922
	Iteration 29Q: 3 clusters Score -2050998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2051009.500000 Penalty: 4793.544922
	Iteration 30Q: 3 clusters Score -2051010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2051021.125000 Penalty: 4793.544922
	Iteration 31Q: 3 clusters Score -2051021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2051028.750000 Penalty: 4793.544922
	Iteration 32Q: 3 clusters Score -2051029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2051037.500000 Penalty: 4793.544922
	Iteration 33Q: 3 clusters Score -2051038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2051048.500000 Penalty: 4793.544922
	Iteration 34Q: 3 clusters Score -2051048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2051053.125000 Penalty: 4793.544922
	Iteration 35Q: 3 clusters Score -2051053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2051056.125000 Penalty: 4793.544922
	Iteration 36Q: 3 clusters Score -2051056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2051064.750000 Penalty: 4793.544922
	Iteration 37Q: 3 clusters Score -2051065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2051079.500000 Penalty: 4793.544922
	Iteration 38Q: 3 clusters Score -2051080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2051091.125000 Penalty: 4793.544922
	Iteration 39Q: 3 clusters Score -2051091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2051096.750000 Penalty: 4793.544922
	Iteration 40F: 3 clusters Score -2051097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2051105.500000 Penalty: 4793.544922
	Iteration 41Q: 3 clusters Score -2051106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2051117.625000 Penalty: 4793.544922
	Iteration 42Q: 3 clusters Score -2051118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2051129.875000 Penalty: 4793.544922
	Iteration 43Q: 3 clusters Score -2051130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2051135.000000 Penalty: 4793.544922
	Iteration 44Q: 3 clusters Score -2051135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2051144.375000 Penalty: 4793.544922
	Iteration 45Q: 3 clusters Score -2051144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2051151.125000 Penalty: 4793.544922
	Iteration 46Q: 3 clusters Score -2051151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2051163.875000 Penalty: 4793.544922
	Iteration 47Q: 3 clusters Score -2051164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2051166.500000 Penalty: 4793.544922
	Iteration 48Q: 3 clusters Score -2051166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2051172.500000 Penalty: 4793.544922
	Iteration 49Q: 3 clusters Score -2051172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2051180.500000 Penalty: 4793.544922
	Iteration 50Q: 3 clusters Score -2051180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2051194.875000 Penalty: 4793.544922
	Iteration 51Q: 3 clusters Score -2051195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2051201.000000 Penalty: 4793.544922
	Iteration 52Q: 3 clusters Score -2051201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2051208.625000 Penalty: 4793.544922
	Iteration 53Q: 3 clusters Score -2051209 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2051224.500000 Penalty: 4793.544922
	Iteration 54Q: 3 clusters Score -2051224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2051233.125000 Penalty: 4793.544922
	Iteration 55Q: 3 clusters Score -2051233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2051255.000000 Penalty: 4793.544922
	Iteration 56Q: 3 clusters Score -2051255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2051265.250000 Penalty: 4793.544922
	Iteration 57Q: 3 clusters Score -2051265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2051281.000000 Penalty: 4793.544922
	Iteration 58Q: 3 clusters Score -2051281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2051296.625000 Penalty: 4793.544922
	Iteration 59Q: 3 clusters Score -2051297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2051307.875000 Penalty: 4793.544922
	Iteration 60F: 3 clusters Score -2051308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2051326.000000 Penalty: 4793.544922
	Iteration 61Q: 3 clusters Score -2051326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2051338.625000 Penalty: 4793.544922
	Iteration 62Q: 3 clusters Score -2051339 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2051354.625000 Penalty: 4793.544922
	Iteration 63Q: 3 clusters Score -2051355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2051365.000000 Penalty: 4793.544922
	Iteration 64Q: 3 clusters Score -2051365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2051378.875000 Penalty: 4793.544922
	Iteration 65Q: 3 clusters Score -2051379 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2051396.500000 Penalty: 4793.544922
	Iteration 66Q: 3 clusters Score -2051396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2051394.625000 Penalty: 4793.544922
	Iteration 67Q: 3 clusters Score -2051395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2051400.625000 Penalty: 4793.544922
	Iteration 68Q: 3 clusters Score -2051401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2051412.375000 Penalty: 4793.544922
	Iteration 69Q: 3 clusters Score -2051412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2051426.875000 Penalty: 4793.544922
	Iteration 70Q: 3 clusters Score -2051427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2051437.250000 Penalty: 4793.544922
	Iteration 71Q: 3 clusters Score -2051437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2051441.000000 Penalty: 4793.544922
	Iteration 72Q: 3 clusters Score -2051441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2051450.000000 Penalty: 4793.544922
	Iteration 73Q: 3 clusters Score -2051450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2051453.625000 Penalty: 4793.544922
	Iteration 74Q: 3 clusters Score -2051454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2051458.875000 Penalty: 4793.544922
	Iteration 75Q: 3 clusters Score -2051459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2051467.000000 Penalty: 4793.544922
	Iteration 76Q: 3 clusters Score -2051467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2051481.500000 Penalty: 4793.544922
	Iteration 77Q: 3 clusters Score -2051482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2051480.500000 Penalty: 4793.544922
	Iteration 78Q: 3 clusters Score -2051480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2051481.750000 Penalty: 4793.544922
	Iteration 79Q: 3 clusters Score -2051482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2051492.625000 Penalty: 4793.544922
	Iteration 80F: 3 clusters Score -2051493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2051496.750000 Penalty: 4793.544922
	Iteration 81Q: 3 clusters Score -2051497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2051505.375000 Penalty: 4793.544922
	Iteration 82Q: 3 clusters Score -2051505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2051511.375000 Penalty: 4793.544922
	Iteration 83Q: 3 clusters Score -2051511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2051517.250000 Penalty: 4793.544922
	Iteration 84Q: 3 clusters Score -2051517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2051524.250000 Penalty: 4793.544922
	Iteration 85Q: 3 clusters Score -2051524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2051529.625000 Penalty: 4793.544922
	Iteration 86Q: 3 clusters Score -2051530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2051536.750000 Penalty: 4793.544922
	Iteration 87Q: 3 clusters Score -2051537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2051538.000000 Penalty: 4793.544922
	Iteration 88Q: 3 clusters Score -2051538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2051549.125000 Penalty: 4793.544922
	Iteration 89Q: 3 clusters Score -2051549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2051557.000000 Penalty: 4793.544922
	Iteration 90Q: 3 clusters Score -2051557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2051559.375000 Penalty: 4793.544922
	Iteration 91Q: 3 clusters Score -2051559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2051566.750000 Penalty: 4793.544922
	Iteration 92Q: 3 clusters Score -2051567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2051564.875000 Penalty: 4793.544922
	Iteration 93Q: 3 clusters Score -2051565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2051571.500000 Penalty: 4793.544922
	Iteration 94Q: 3 clusters Score -2051572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2051576.625000 Penalty: 4793.544922
	Iteration 95Q: 3 clusters Score -2051577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2051577.500000 Penalty: 4793.544922
	Iteration 96Q: 3 clusters Score -2051578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2051576.000000 Penalty: 4793.544922
	Iteration 97Q: 3 clusters Score -2051576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2051577.625000 Penalty: 4793.544922
	Iteration 98Q: 3 clusters Score -2051578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2051579.875000 Penalty: 4793.544922
	Iteration 99Q: 3 clusters Score -2051580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2051583.000000 Penalty: 4793.544922
	Iteration 100F: 3 clusters Score -2051583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2051591.875000 Penalty: 4793.544922
	Iteration 101Q: 3 clusters Score -2051592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2051589.375000 Penalty: 4793.544922
	Iteration 102Q: 3 clusters Score -2051589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2051593.625000 Penalty: 4793.544922
	Iteration 103Q: 3 clusters Score -2051594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2051599.625000 Penalty: 4793.544922
	Iteration 104Q: 3 clusters Score -2051600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2051603.500000 Penalty: 4793.544922
	Iteration 105Q: 3 clusters Score -2051604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2051610.625000 Penalty: 4793.544922
	Iteration 106Q: 3 clusters Score -2051611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2051610.250000 Penalty: 4793.544922
	Iteration 107Q: 3 clusters Score -2051610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2051618.000000 Penalty: 4793.544922
	Iteration 108Q: 3 clusters Score -2051618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2051617.875000 Penalty: 4793.544922
	Iteration 109Q: 3 clusters Score -2051618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2051627.125000 Penalty: 4793.544922
	Iteration 110Q: 3 clusters Score -2051627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2051625.000000 Penalty: 4793.544922
	Iteration 111Q: 3 clusters Score -2051625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2051628.000000 Penalty: 4793.544922
	Iteration 112Q: 3 clusters Score -2051628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2051631.750000 Penalty: 4793.544922
	Iteration 113Q: 3 clusters Score -2051632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2051631.250000 Penalty: 4793.544922
	Iteration 114Q: 3 clusters Score -2051631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2051630.750000 Penalty: 4793.544922
	Iteration 115Q: 3 clusters Score -2051631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2051632.875000 Penalty: 4793.544922
	Iteration 116Q: 3 clusters Score -2051633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2051639.125000 Penalty: 4793.544922
	Iteration 117Q: 3 clusters Score -2051639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2051639.500000 Penalty: 4793.544922
	Iteration 118Q: 3 clusters Score -2051640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2051638.750000 Penalty: 4793.544922
	Iteration 119Q: 3 clusters Score -2051639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2051638.875000 Penalty: 4793.544922
	Iteration 120F: 3 clusters Score -2051639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2051646.000000 Penalty: 4793.544922
	Iteration 121Q: 3 clusters Score -2051646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2051650.500000 Penalty: 4793.544922
	Iteration 122Q: 3 clusters Score -2051650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2051656.875000 Penalty: 4793.544922
	Iteration 123Q: 3 clusters Score -2051657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2051661.750000 Penalty: 4793.544922
	Iteration 124Q: 3 clusters Score -2051662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2051669.000000 Penalty: 4793.544922
	Iteration 125Q: 3 clusters Score -2051669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2051667.250000 Penalty: 4793.544922
	Iteration 126Q: 3 clusters Score -2051667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2051668.000000 Penalty: 4793.544922
	Iteration 127Q: 3 clusters Score -2051668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2051675.375000 Penalty: 4793.544922
	Iteration 128Q: 3 clusters Score -2051675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2051675.625000 Penalty: 4793.544922
	Iteration 129Q: 3 clusters Score -2051676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2051678.000000 Penalty: 4793.544922
	Iteration 130Q: 3 clusters Score -2051678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2051677.875000 Penalty: 4793.544922
	Iteration 131Q: 3 clusters Score -2051678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2051677.250000 Penalty: 4793.544922
	Iteration 132Q: 3 clusters Score -2051677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2051675.500000 Penalty: 4793.544922
	Iteration 133Q: 3 clusters Score -2051676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2051677.375000 Penalty: 4793.544922
	Iteration 134Q: 3 clusters Score -2051677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2051676.875000 Penalty: 4793.544922
	Iteration 135Q: 3 clusters Score -2051677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2051678.125000 Penalty: 4793.544922
	Iteration 136Q: 3 clusters Score -2051678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2051683.500000 Penalty: 4793.544922
	Iteration 137Q: 3 clusters Score -2051684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2051683.875000 Penalty: 4793.544922
	Iteration 138Q: 3 clusters Score -2051684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2051685.500000 Penalty: 4793.544922
	Iteration 139Q: 3 clusters Score -2051686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2051683.875000 Penalty: 4793.544922
	Iteration 140F: 3 clusters Score -2051684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2051685.125000 Penalty: 4793.544922
	Iteration 141Q: 3 clusters Score -2051685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2051686.500000 Penalty: 4793.544922
	Iteration 142Q: 3 clusters Score -2051686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2051691.000000 Penalty: 4793.544922
	Iteration 143Q: 3 clusters Score -2051691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2051689.875000 Penalty: 4793.544922
	Iteration 144Q: 3 clusters Score -2051690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2051689.750000 Penalty: 4793.544922
	Iteration 145Q: 3 clusters Score -2051690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2051694.375000 Penalty: 4793.544922
	Iteration 146Q: 3 clusters Score -2051694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2051692.125000 Penalty: 4793.544922
	Iteration 147Q: 3 clusters Score -2051692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2051693.500000 Penalty: 4793.544922
	Iteration 148Q: 3 clusters Score -2051694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2051695.125000 Penalty: 4793.544922
	Iteration 149Q: 3 clusters Score -2051695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2051694.625000 Penalty: 4793.544922
	Iteration 150Q: 3 clusters Score -2051695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2051695.250000 Penalty: 4793.544922
	Iteration 151Q: 3 clusters Score -2051695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2051693.750000 Penalty: 4793.544922
	Iteration 152Q: 3 clusters Score -2051694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2051690.625000 Penalty: 4793.544922
	Iteration 153Q: 3 clusters Score -2051691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2051694.750000 Penalty: 4793.544922
	Iteration 154Q: 3 clusters Score -2051695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2051695.750000 Penalty: 4793.544922
	Iteration 155Q: 3 clusters Score -2051696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2051695.750000 Penalty: 4793.544922
	Iteration 156F: 3 clusters Score -2051696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -983028.500000 Penalty: 2204.651123
	Iteration 0F: 2 clusters Score -983028.5 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 3611 members 
Entering Unmasked Estep 
Score: -977115.375000 Penalty: 4409.302246
	Iteration 0F: 3 clusters Score -977115.4 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -978642.125000 Penalty: 4409.302246
	Iteration 1F: 3 clusters Score -978642.1 nChanged 475
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: -978854.250000 Penalty: 4409.302246
	Iteration 2F: 3 clusters Score -978854.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -978975.000000 Penalty: 4409.302246
	Iteration 3Q: 3 clusters Score -978975 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -979053.875000 Penalty: 4409.302246
	Iteration 4Q: 3 clusters Score -979053.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -979101.250000 Penalty: 4409.302246
	Iteration 5Q: 3 clusters Score -979101.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -979136.187500 Penalty: 4409.302246
	Iteration 6Q: 3 clusters Score -979136.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -979165.062500 Penalty: 4409.302246
	Iteration 7Q: 3 clusters Score -979165.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -979196.687500 Penalty: 4409.302246
	Iteration 8Q: 3 clusters Score -979196.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -979227.687500 Penalty: 4409.302246
	Iteration 9Q: 3 clusters Score -979227.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -979251.625000 Penalty: 4409.302246
	Iteration 10Q: 3 clusters Score -979251.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -979283.187500 Penalty: 4409.302246
	Iteration 11Q: 3 clusters Score -979283.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -979305.312500 Penalty: 4409.302246
	Iteration 12Q: 3 clusters Score -979305.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -979322.312500 Penalty: 4409.302246
	Iteration 13Q: 3 clusters Score -979322.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -979338.812500 Penalty: 4409.302246
	Iteration 14Q: 3 clusters Score -979338.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -979356.687500 Penalty: 4409.302246
	Iteration 15Q: 3 clusters Score -979356.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -979373.375000 Penalty: 4409.302246
	Iteration 16Q: 3 clusters Score -979373.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -979391.812500 Penalty: 4409.302246
	Iteration 17Q: 3 clusters Score -979391.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -979410.500000 Penalty: 4409.302246
	Iteration 18Q: 3 clusters Score -979410.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -979430.250000 Penalty: 4409.302246
	Iteration 19Q: 3 clusters Score -979430.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -979450.000000 Penalty: 4409.302246
	Iteration 20F: 3 clusters Score -979450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -979483.062500 Penalty: 4409.302246
	Iteration 21Q: 3 clusters Score -979483.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -979521.250000 Penalty: 4409.302246
	Iteration 22Q: 3 clusters Score -979521.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -979571.187500 Penalty: 4409.302246
	Iteration 23Q: 3 clusters Score -979571.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -979621.875000 Penalty: 4409.302246
	Iteration 24Q: 3 clusters Score -979621.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -979681.937500 Penalty: 4409.302246
	Iteration 25Q: 3 clusters Score -979681.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -979754.375000 Penalty: 4409.302246
	Iteration 26Q: 3 clusters Score -979754.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -979847.875000 Penalty: 4409.302246
	Iteration 27Q: 3 clusters Score -979847.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -979956.687500 Penalty: 4409.302246
	Iteration 28Q: 3 clusters Score -979956.7 nChanged 210
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: -980077.250000 Penalty: 4409.302246
	Iteration 29Q: 3 clusters Score -980077.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -980219.875000 Penalty: 4409.302246
	Iteration 30Q: 3 clusters Score -980219.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -980386.125000 Penalty: 4409.302246
	Iteration 31Q: 3 clusters Score -980386.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -980522.000000 Penalty: 4409.302246
	Iteration 32Q: 3 clusters Score -980522 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -980631.875000 Penalty: 4409.302246
	Iteration 33Q: 3 clusters Score -980631.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -980721.937500 Penalty: 4409.302246
	Iteration 34Q: 3 clusters Score -980721.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -980788.125000 Penalty: 4409.302246
	Iteration 35Q: 3 clusters Score -980788.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -980854.312500 Penalty: 4409.302246
	Iteration 36Q: 3 clusters Score -980854.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -980905.500000 Penalty: 4409.302246
	Iteration 37Q: 3 clusters Score -980905.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -980943.625000 Penalty: 4409.302246
	Iteration 38Q: 3 clusters Score -980943.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -980975.500000 Penalty: 4409.302246
	Iteration 39Q: 3 clusters Score -980975.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -980999.687500 Penalty: 4409.302246
	Iteration 40F: 3 clusters Score -980999.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -981017.062500 Penalty: 4409.302246
	Iteration 41Q: 3 clusters Score -981017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -981026.062500 Penalty: 4409.302246
	Iteration 42Q: 3 clusters Score -981026.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -981030.437500 Penalty: 4409.302246
	Iteration 43Q: 3 clusters Score -981030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -981034.187500 Penalty: 4409.302246
	Iteration 44Q: 3 clusters Score -981034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -981033.062500 Penalty: 4409.302246
	Iteration 45Q: 3 clusters Score -981033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -981036.312500 Penalty: 4409.302246
	Iteration 46Q: 3 clusters Score -981036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -981041.125000 Penalty: 4409.302246
	Iteration 47Q: 3 clusters Score -981041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -981044.000000 Penalty: 4409.302246
	Iteration 48Q: 3 clusters Score -981044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -981046.437500 Penalty: 4409.302246
	Iteration 49Q: 3 clusters Score -981046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -981049.000000 Penalty: 4409.302246
	Iteration 50Q: 3 clusters Score -981049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -981052.062500 Penalty: 4409.302246
	Iteration 51Q: 3 clusters Score -981052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -981055.312500 Penalty: 4409.302246
	Iteration 52Q: 3 clusters Score -981055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -981056.062500 Penalty: 4409.302246
	Iteration 53Q: 3 clusters Score -981056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -981059.312500 Penalty: 4409.302246
	Iteration 54Q: 3 clusters Score -981059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -981059.312500 Penalty: 4409.302246
	Iteration 55F: 3 clusters Score -981059.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Entering Unmasked Estep 
Score: -1776927.000000 Penalty: 2363.537354
	Iteration 0F: 2 clusters Score -1776927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1766890.750000 Penalty: 4727.074707
	Iteration 0F: 3 clusters Score -1766891 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1770206.375000 Penalty: 4727.074707
	Iteration 1F: 3 clusters Score -1770206 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1770722.875000 Penalty: 4727.074707
	Iteration 2F: 3 clusters Score -1770723 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1771230.375000 Penalty: 4727.074707
	Iteration 3F: 3 clusters Score -1771230 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1771668.500000 Penalty: 4727.074707
	Iteration 4F: 3 clusters Score -1771668 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1772007.250000 Penalty: 4727.074707
	Iteration 5Q: 3 clusters Score -1772007 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1772323.125000 Penalty: 4727.074707
	Iteration 6Q: 3 clusters Score -1772323 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1772665.750000 Penalty: 4727.074707
	Iteration 7Q: 3 clusters Score -1772666 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1773070.250000 Penalty: 4727.074707
	Iteration 8Q: 3 clusters Score -1773070 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1773497.625000 Penalty: 4727.074707
	Iteration 9Q: 3 clusters Score -1773498 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1773930.500000 Penalty: 4727.074707
	Iteration 10Q: 3 clusters Score -1773930 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1774353.500000 Penalty: 4727.074707
	Iteration 11Q: 3 clusters Score -1774354 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1774786.125000 Penalty: 4727.074707
	Iteration 12Q: 3 clusters Score -1774786 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1775218.000000 Penalty: 4727.074707
	Iteration 13Q: 3 clusters Score -1775218 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1775545.625000 Penalty: 4727.074707
	Iteration 14Q: 3 clusters Score -1775546 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1775767.000000 Penalty: 4727.074707
	Iteration 15Q: 3 clusters Score -1775767 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1775904.375000 Penalty: 4727.074707
	Iteration 16Q: 3 clusters Score -1775904 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1776011.000000 Penalty: 4727.074707
	Iteration 17Q: 3 clusters Score -1776011 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1776082.625000 Penalty: 4727.074707
	Iteration 18Q: 3 clusters Score -1776083 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1776145.625000 Penalty: 4727.074707
	Iteration 19Q: 3 clusters Score -1776146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1776194.000000 Penalty: 4727.074707
	Iteration 20F: 3 clusters Score -1776194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1776217.000000 Penalty: 4727.074707
	Iteration 21Q: 3 clusters Score -1776217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1776231.500000 Penalty: 4727.074707
	Iteration 22Q: 3 clusters Score -1776232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1776237.875000 Penalty: 4727.074707
	Iteration 23Q: 3 clusters Score -1776238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1776250.250000 Penalty: 4727.074707
	Iteration 24Q: 3 clusters Score -1776250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1776252.875000 Penalty: 4727.074707
	Iteration 25Q: 3 clusters Score -1776253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1776261.625000 Penalty: 4727.074707
	Iteration 26Q: 3 clusters Score -1776262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1776263.250000 Penalty: 4727.074707
	Iteration 27Q: 3 clusters Score -1776263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1776263.750000 Penalty: 4727.074707
	Iteration 28Q: 3 clusters Score -1776264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1776262.750000 Penalty: 4727.074707
	Iteration 29Q: 3 clusters Score -1776263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1776262.875000 Penalty: 4727.074707
	Iteration 30Q: 3 clusters Score -1776263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1776263.875000 Penalty: 4727.074707
	Iteration 31Q: 3 clusters Score -1776264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1776263.625000 Penalty: 4727.074707
	Iteration 32Q: 3 clusters Score -1776264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1776264.750000 Penalty: 4727.074707
	Iteration 33Q: 3 clusters Score -1776265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1776265.250000 Penalty: 4727.074707
	Iteration 34Q: 3 clusters Score -1776265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1776265.250000 Penalty: 4727.074707
	Iteration 35F: 3 clusters Score -1776265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Entering Unmasked Estep 
Score: -1520353.500000 Penalty: 2320.587402
	Iteration 0F: 2 clusters Score -1520354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1511688.125000 Penalty: 4641.174805
	Iteration 0F: 3 clusters Score -1511688 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1514301.500000 Penalty: 4641.174805
	Iteration 1F: 3 clusters Score -1514302 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1514665.375000 Penalty: 4641.174805
	Iteration 2F: 3 clusters Score -1514665 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1514986.375000 Penalty: 4641.174805
	Iteration 3F: 3 clusters Score -1514986 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1515286.500000 Penalty: 4641.174805
	Iteration 4Q: 3 clusters Score -1515286 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1515579.375000 Penalty: 4641.174805
	Iteration 5Q: 3 clusters Score -1515579 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1515892.125000 Penalty: 4641.174805
	Iteration 6Q: 3 clusters Score -1515892 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1516222.125000 Penalty: 4641.174805
	Iteration 7Q: 3 clusters Score -1516222 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1516595.875000 Penalty: 4641.174805
	Iteration 8Q: 3 clusters Score -1516596 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1517001.375000 Penalty: 4641.174805
	Iteration 9Q: 3 clusters Score -1517001 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1517317.625000 Penalty: 4641.174805
	Iteration 10Q: 3 clusters Score -1517318 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1517542.250000 Penalty: 4641.174805
	Iteration 11Q: 3 clusters Score -1517542 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1517655.250000 Penalty: 4641.174805
	Iteration 12Q: 3 clusters Score -1517655 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1517724.500000 Penalty: 4641.174805
	Iteration 13Q: 3 clusters Score -1517724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1517756.125000 Penalty: 4641.174805
	Iteration 14Q: 3 clusters Score -1517756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1517772.500000 Penalty: 4641.174805
	Iteration 15Q: 3 clusters Score -1517772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1517794.375000 Penalty: 4641.174805
	Iteration 16Q: 3 clusters Score -1517794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1517801.500000 Penalty: 4641.174805
	Iteration 17Q: 3 clusters Score -1517802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1517808.000000 Penalty: 4641.174805
	Iteration 18Q: 3 clusters Score -1517808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1517812.250000 Penalty: 4641.174805
	Iteration 19Q: 3 clusters Score -1517812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1517815.625000 Penalty: 4641.174805
	Iteration 20F: 3 clusters Score -1517816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1517819.125000 Penalty: 4641.174805
	Iteration 21Q: 3 clusters Score -1517819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1517823.375000 Penalty: 4641.174805
	Iteration 22Q: 3 clusters Score -1517823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1517825.500000 Penalty: 4641.174805
	Iteration 23Q: 3 clusters Score -1517826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1517828.625000 Penalty: 4641.174805
	Iteration 24Q: 3 clusters Score -1517829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1517832.250000 Penalty: 4641.174805
	Iteration 25Q: 3 clusters Score -1517832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1517836.500000 Penalty: 4641.174805
	Iteration 26Q: 3 clusters Score -1517836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1517845.250000 Penalty: 4641.174805
	Iteration 27Q: 3 clusters Score -1517845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1517848.750000 Penalty: 4641.174805
	Iteration 28Q: 3 clusters Score -1517849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1517850.375000 Penalty: 4641.174805
	Iteration 29Q: 3 clusters Score -1517850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1517854.375000 Penalty: 4641.174805
	Iteration 30Q: 3 clusters Score -1517854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1517851.375000 Penalty: 4641.174805
	Iteration 31Q: 3 clusters Score -1517851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1517857.000000 Penalty: 4641.174805
	Iteration 32Q: 3 clusters Score -1517857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1517863.875000 Penalty: 4641.174805
	Iteration 33Q: 3 clusters Score -1517864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1517866.500000 Penalty: 4641.174805
	Iteration 34Q: 3 clusters Score -1517866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1517872.000000 Penalty: 4641.174805
	Iteration 35Q: 3 clusters Score -1517872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1517871.875000 Penalty: 4641.174805
	Iteration 36Q: 3 clusters Score -1517872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1517879.000000 Penalty: 4641.174805
	Iteration 37Q: 3 clusters Score -1517879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1517878.750000 Penalty: 4641.174805
	Iteration 38Q: 3 clusters Score -1517879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1517883.375000 Penalty: 4641.174805
	Iteration 39Q: 3 clusters Score -1517883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1517883.625000 Penalty: 4641.174805
	Iteration 40F: 3 clusters Score -1517884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1517880.875000 Penalty: 4641.174805
	Iteration 41Q: 3 clusters Score -1517881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1517882.750000 Penalty: 4641.174805
	Iteration 42Q: 3 clusters Score -1517883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1517883.875000 Penalty: 4641.174805
	Iteration 43Q: 3 clusters Score -1517884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1517885.250000 Penalty: 4641.174805
	Iteration 44Q: 3 clusters Score -1517885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1517886.125000 Penalty: 4641.174805
	Iteration 45Q: 3 clusters Score -1517886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1517886.250000 Penalty: 4641.174805
	Iteration 46Q: 3 clusters Score -1517886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1517886.250000 Penalty: 4641.174805
	Iteration 47Q: 3 clusters Score -1517886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1517887.625000 Penalty: 4641.174805
	Iteration 48Q: 3 clusters Score -1517888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1517886.375000 Penalty: 4641.174805
	Iteration 49Q: 3 clusters Score -1517886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1517888.750000 Penalty: 4641.174805
	Iteration 50Q: 3 clusters Score -1517889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1517890.375000 Penalty: 4641.174805
	Iteration 51Q: 3 clusters Score -1517890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1517889.125000 Penalty: 4641.174805
	Iteration 52Q: 3 clusters Score -1517889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1517889.375000 Penalty: 4641.174805
	Iteration 53Q: 3 clusters Score -1517889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1517887.375000 Penalty: 4641.174805
	Iteration 54Q: 3 clusters Score -1517887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1517891.875000 Penalty: 4641.174805
	Iteration 55Q: 3 clusters Score -1517892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1517889.500000 Penalty: 4641.174805
	Iteration 56Q: 3 clusters Score -1517890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1517891.000000 Penalty: 4641.174805
	Iteration 57Q: 3 clusters Score -1517891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1517894.375000 Penalty: 4641.174805
	Iteration 58Q: 3 clusters Score -1517894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1517897.500000 Penalty: 4641.174805
	Iteration 59Q: 3 clusters Score -1517898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1517898.625000 Penalty: 4641.174805
	Iteration 60F: 3 clusters Score -1517899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1517896.250000 Penalty: 4641.174805
	Iteration 61Q: 3 clusters Score -1517896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1517895.250000 Penalty: 4641.174805
	Iteration 62Q: 3 clusters Score -1517895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1517901.000000 Penalty: 4641.174805
	Iteration 63Q: 3 clusters Score -1517901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1517906.625000 Penalty: 4641.174805
	Iteration 64Q: 3 clusters Score -1517907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1517905.875000 Penalty: 4641.174805
	Iteration 65Q: 3 clusters Score -1517906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1517910.625000 Penalty: 4641.174805
	Iteration 66Q: 3 clusters Score -1517911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1517910.125000 Penalty: 4641.174805
	Iteration 67Q: 3 clusters Score -1517910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1517915.625000 Penalty: 4641.174805
	Iteration 68Q: 3 clusters Score -1517916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1517917.000000 Penalty: 4641.174805
	Iteration 69Q: 3 clusters Score -1517917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1517926.500000 Penalty: 4641.174805
	Iteration 70Q: 3 clusters Score -1517926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1517928.250000 Penalty: 4641.174805
	Iteration 71Q: 3 clusters Score -1517928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1517929.750000 Penalty: 4641.174805
	Iteration 72Q: 3 clusters Score -1517930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1517935.500000 Penalty: 4641.174805
	Iteration 73Q: 3 clusters Score -1517936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1517936.375000 Penalty: 4641.174805
	Iteration 74Q: 3 clusters Score -1517936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1517935.625000 Penalty: 4641.174805
	Iteration 75Q: 3 clusters Score -1517936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1517936.500000 Penalty: 4641.174805
	Iteration 76Q: 3 clusters Score -1517936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1517935.625000 Penalty: 4641.174805
	Iteration 77Q: 3 clusters Score -1517936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1517936.750000 Penalty: 4641.174805
	Iteration 78Q: 3 clusters Score -1517937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1517936.125000 Penalty: 4641.174805
	Iteration 79Q: 3 clusters Score -1517936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1517941.625000 Penalty: 4641.174805
	Iteration 80F: 3 clusters Score -1517942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1517943.000000 Penalty: 4641.174805
	Iteration 81Q: 3 clusters Score -1517943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1517943.000000 Penalty: 4641.174805
	Iteration 82Q: 3 clusters Score -1517943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1517948.625000 Penalty: 4641.174805
	Iteration 83Q: 3 clusters Score -1517949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1517947.375000 Penalty: 4641.174805
	Iteration 84Q: 3 clusters Score -1517947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1517951.125000 Penalty: 4641.174805
	Iteration 85Q: 3 clusters Score -1517951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1517952.250000 Penalty: 4641.174805
	Iteration 86Q: 3 clusters Score -1517952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1517952.875000 Penalty: 4641.174805
	Iteration 87Q: 3 clusters Score -1517953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1517955.000000 Penalty: 4641.174805
	Iteration 88Q: 3 clusters Score -1517955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1517957.375000 Penalty: 4641.174805
	Iteration 89Q: 3 clusters Score -1517957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1517954.375000 Penalty: 4641.174805
	Iteration 90Q: 3 clusters Score -1517954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1517956.000000 Penalty: 4641.174805
	Iteration 91Q: 3 clusters Score -1517956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1517956.625000 Penalty: 4641.174805
	Iteration 92Q: 3 clusters Score -1517957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1517957.750000 Penalty: 4641.174805
	Iteration 93Q: 3 clusters Score -1517958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1517954.875000 Penalty: 4641.174805
	Iteration 94Q: 3 clusters Score -1517955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1517956.625000 Penalty: 4641.174805
	Iteration 95Q: 3 clusters Score -1517957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1517960.250000 Penalty: 4641.174805
	Iteration 96Q: 3 clusters Score -1517960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1517962.125000 Penalty: 4641.174805
	Iteration 97Q: 3 clusters Score -1517962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1517963.625000 Penalty: 4641.174805
	Iteration 98Q: 3 clusters Score -1517964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1517965.000000 Penalty: 4641.174805
	Iteration 99Q: 3 clusters Score -1517965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1517968.125000 Penalty: 4641.174805
	Iteration 100F: 3 clusters Score -1517968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1517971.000000 Penalty: 4641.174805
	Iteration 101Q: 3 clusters Score -1517971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1517974.625000 Penalty: 4641.174805
	Iteration 102Q: 3 clusters Score -1517975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1517972.750000 Penalty: 4641.174805
	Iteration 103Q: 3 clusters Score -1517973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1517973.125000 Penalty: 4641.174805
	Iteration 104Q: 3 clusters Score -1517973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1517974.875000 Penalty: 4641.174805
	Iteration 105Q: 3 clusters Score -1517975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1517978.625000 Penalty: 4641.174805
	Iteration 106Q: 3 clusters Score -1517979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1517980.000000 Penalty: 4641.174805
	Iteration 107Q: 3 clusters Score -1517980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1517977.125000 Penalty: 4641.174805
	Iteration 108Q: 3 clusters Score -1517977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1517978.625000 Penalty: 4641.174805
	Iteration 109Q: 3 clusters Score -1517979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1517980.375000 Penalty: 4641.174805
	Iteration 110Q: 3 clusters Score -1517980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1517985.875000 Penalty: 4641.174805
	Iteration 111Q: 3 clusters Score -1517986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1517985.750000 Penalty: 4641.174805
	Iteration 112Q: 3 clusters Score -1517986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1517987.750000 Penalty: 4641.174805
	Iteration 113Q: 3 clusters Score -1517988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1517995.500000 Penalty: 4641.174805
	Iteration 114Q: 3 clusters Score -1517996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1517997.875000 Penalty: 4641.174805
	Iteration 115Q: 3 clusters Score -1517998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1518000.000000 Penalty: 4641.174805
	Iteration 116Q: 3 clusters Score -1518000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1518002.750000 Penalty: 4641.174805
	Iteration 117Q: 3 clusters Score -1518003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1518006.500000 Penalty: 4641.174805
	Iteration 118Q: 3 clusters Score -1518006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1518017.750000 Penalty: 4641.174805
	Iteration 119Q: 3 clusters Score -1518018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1518022.125000 Penalty: 4641.174805
	Iteration 120F: 3 clusters Score -1518022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1518037.500000 Penalty: 4641.174805
	Iteration 121Q: 3 clusters Score -1518038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1518048.625000 Penalty: 4641.174805
	Iteration 122Q: 3 clusters Score -1518049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1518060.500000 Penalty: 4641.174805
	Iteration 123Q: 3 clusters Score -1518060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1518079.875000 Penalty: 4641.174805
	Iteration 124Q: 3 clusters Score -1518080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1518094.875000 Penalty: 4641.174805
	Iteration 125Q: 3 clusters Score -1518095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1518115.750000 Penalty: 4641.174805
	Iteration 126Q: 3 clusters Score -1518116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1518141.625000 Penalty: 4641.174805
	Iteration 127Q: 3 clusters Score -1518142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1518167.875000 Penalty: 4641.174805
	Iteration 128Q: 3 clusters Score -1518168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1518195.875000 Penalty: 4641.174805
	Iteration 129Q: 3 clusters Score -1518196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1518214.875000 Penalty: 4641.174805
	Iteration 130Q: 3 clusters Score -1518215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1518231.750000 Penalty: 4641.174805
	Iteration 131Q: 3 clusters Score -1518232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1518264.250000 Penalty: 4641.174805
	Iteration 132Q: 3 clusters Score -1518264 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1518303.500000 Penalty: 4641.174805
	Iteration 133Q: 3 clusters Score -1518304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1518331.375000 Penalty: 4641.174805
	Iteration 134Q: 3 clusters Score -1518331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1518354.750000 Penalty: 4641.174805
	Iteration 135Q: 3 clusters Score -1518355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1518364.125000 Penalty: 4641.174805
	Iteration 136Q: 3 clusters Score -1518364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1518375.125000 Penalty: 4641.174805
	Iteration 137Q: 3 clusters Score -1518375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1518377.500000 Penalty: 4641.174805
	Iteration 138Q: 3 clusters Score -1518378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1518382.875000 Penalty: 4641.174805
	Iteration 139Q: 3 clusters Score -1518383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1518388.625000 Penalty: 4641.174805
	Iteration 140F: 3 clusters Score -1518389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1518393.500000 Penalty: 4641.174805
	Iteration 141Q: 3 clusters Score -1518394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1518402.625000 Penalty: 4641.174805
	Iteration 142Q: 3 clusters Score -1518403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1518408.875000 Penalty: 4641.174805
	Iteration 143Q: 3 clusters Score -1518409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1518414.750000 Penalty: 4641.174805
	Iteration 144Q: 3 clusters Score -1518415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1518422.250000 Penalty: 4641.174805
	Iteration 145Q: 3 clusters Score -1518422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1518423.875000 Penalty: 4641.174805
	Iteration 146Q: 3 clusters Score -1518424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1518427.750000 Penalty: 4641.174805
	Iteration 147Q: 3 clusters Score -1518428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1518427.625000 Penalty: 4641.174805
	Iteration 148Q: 3 clusters Score -1518428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1518434.375000 Penalty: 4641.174805
	Iteration 149Q: 3 clusters Score -1518434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1518435.000000 Penalty: 4641.174805
	Iteration 150Q: 3 clusters Score -1518435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1518437.000000 Penalty: 4641.174805
	Iteration 151Q: 3 clusters Score -1518437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1518440.125000 Penalty: 4641.174805
	Iteration 152Q: 3 clusters Score -1518440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1518439.125000 Penalty: 4641.174805
	Iteration 153Q: 3 clusters Score -1518439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1518439.625000 Penalty: 4641.174805
	Iteration 154Q: 3 clusters Score -1518440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1518439.625000 Penalty: 4641.174805
	Iteration 155Q: 3 clusters Score -1518440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1518447.125000 Penalty: 4641.174805
	Iteration 156Q: 3 clusters Score -1518447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1518449.500000 Penalty: 4641.174805
	Iteration 157Q: 3 clusters Score -1518450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1518450.875000 Penalty: 4641.174805
	Iteration 158Q: 3 clusters Score -1518451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1518456.500000 Penalty: 4641.174805
	Iteration 159Q: 3 clusters Score -1518456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1518457.250000 Penalty: 4641.174805
	Iteration 160F: 3 clusters Score -1518457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1518457.875000 Penalty: 4641.174805
	Iteration 161Q: 3 clusters Score -1518458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1518459.000000 Penalty: 4641.174805
	Iteration 162Q: 3 clusters Score -1518459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1518458.375000 Penalty: 4641.174805
	Iteration 163Q: 3 clusters Score -1518458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1518460.750000 Penalty: 4641.174805
	Iteration 164Q: 3 clusters Score -1518461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1518460.750000 Penalty: 4641.174805
	Iteration 165F: 3 clusters Score -1518461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26199.451172 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26199.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25055.484375 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25055.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25130.142578 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -25130.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25172.750000 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -25172.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25190.275391 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -25190.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25199.210938 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -25199.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25200.664062 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -25200.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25200.664062 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -25200.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -67625.960938 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -67625.96 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 304 members 
Entering Unmasked Estep 
Score: -66093.570312 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -66093.57 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66488.210938 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -66488.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66609.117188 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -66609.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66662.382812 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -66662.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66699.671875 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -66699.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66713.046875 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -66713.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66722.867188 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -66722.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66727.218750 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -66727.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66727.218750 Penalty: 3145.692383
	Iteration 8F: 3 clusters Score -66727.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (144629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144629 members 
Entering Unmasked Estep 
Score: -18956026.000000 Penalty: 2946.718018
	Iteration 0F: 2 clusters Score -1.895603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -18860070.000000 Penalty: 5893.436035
	Iteration 0F: 3 clusters Score -1.886007e+07 nChanged 68951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -18899644.000000 Penalty: 5893.436035
	Iteration 1F: 3 clusters Score -1.889964e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -18900656.000000 Penalty: 5893.436035
	Iteration 2Q: 3 clusters Score -1.890066e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -18901778.000000 Penalty: 5893.436035
	Iteration 3Q: 3 clusters Score -1.890178e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -18903794.000000 Penalty: 5893.436035
	Iteration 4Q: 3 clusters Score -1.890379e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -18906466.000000 Penalty: 5893.436035
	Iteration 5Q: 3 clusters Score -1.890647e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -18910264.000000 Penalty: 5893.436035
	Iteration 6F: 3 clusters Score -1.891026e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -18914444.000000 Penalty: 5893.436035
	Iteration 7F: 3 clusters Score -1.891444e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -18918696.000000 Penalty: 5893.436035
	Iteration 8F: 3 clusters Score -1.89187e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -18922628.000000 Penalty: 5893.436035
	Iteration 9F: 3 clusters Score -1.892263e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -18926220.000000 Penalty: 5893.436035
	Iteration 10Q: 3 clusters Score -1.892622e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -18929068.000000 Penalty: 5893.436035
	Iteration 11Q: 3 clusters Score -1.892907e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -18931714.000000 Penalty: 5893.436035
	Iteration 12Q: 3 clusters Score -1.893171e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106174 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -18934144.000000 Penalty: 5893.436035
	Iteration 13Q: 3 clusters Score -1.893414e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -18935982.000000 Penalty: 5893.436035
	Iteration 14Q: 3 clusters Score -1.893598e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110519 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -18937398.000000 Penalty: 5893.436035
	Iteration 15Q: 3 clusters Score -1.89374e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112525 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -18938738.000000 Penalty: 5893.436035
	Iteration 16Q: 3 clusters Score -1.893874e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114570 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -18939676.000000 Penalty: 5893.436035
	Iteration 17Q: 3 clusters Score -1.893968e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116585 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -18940508.000000 Penalty: 5893.436035
	Iteration 18Q: 3 clusters Score -1.894051e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118589 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -18941308.000000 Penalty: 5893.436035
	Iteration 19Q: 3 clusters Score -1.894131e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -18942198.000000 Penalty: 5893.436035
	Iteration 20F: 3 clusters Score -1.89422e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122674 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -18943060.000000 Penalty: 5893.436035
	Iteration 21Q: 3 clusters Score -1.894306e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -18943840.000000 Penalty: 5893.436035
	Iteration 22Q: 3 clusters Score -1.894384e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -18944684.000000 Penalty: 5893.436035
	Iteration 23Q: 3 clusters Score -1.894468e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128807 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -18945652.000000 Penalty: 5893.436035
	Iteration 24Q: 3 clusters Score -1.894565e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130796 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -18946554.000000 Penalty: 5893.436035
	Iteration 25Q: 3 clusters Score -1.894655e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132630 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -18947494.000000 Penalty: 5893.436035
	Iteration 26Q: 3 clusters Score -1.894749e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134326 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -18948344.000000 Penalty: 5893.436035
	Iteration 27Q: 3 clusters Score -1.894834e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -18949054.000000 Penalty: 5893.436035
	Iteration 28Q: 3 clusters Score -1.894905e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137156 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -18949738.000000 Penalty: 5893.436035
	Iteration 29Q: 3 clusters Score -1.894974e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138310 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -18950458.000000 Penalty: 5893.436035
	Iteration 30Q: 3 clusters Score -1.895046e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139303 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -18950964.000000 Penalty: 5893.436035
	Iteration 31Q: 3 clusters Score -1.895096e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140140 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -18951490.000000 Penalty: 5893.436035
	Iteration 32Q: 3 clusters Score -1.895149e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140852 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -18951890.000000 Penalty: 5893.436035
	Iteration 33Q: 3 clusters Score -1.895189e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141428 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -18952180.000000 Penalty: 5893.436035
	Iteration 34Q: 3 clusters Score -1.895218e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -18952416.000000 Penalty: 5893.436035
	Iteration 35Q: 3 clusters Score -1.895242e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142301 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -18952688.000000 Penalty: 5893.436035
	Iteration 36Q: 3 clusters Score -1.895269e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -18952892.000000 Penalty: 5893.436035
	Iteration 37Q: 3 clusters Score -1.895289e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -18953022.000000 Penalty: 5893.436035
	Iteration 38Q: 3 clusters Score -1.895302e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143040 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -18953088.000000 Penalty: 5893.436035
	Iteration 39Q: 3 clusters Score -1.895309e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143176 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -18953202.000000 Penalty: 5893.436035
	Iteration 40F: 3 clusters Score -1.89532e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143292 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -18953256.000000 Penalty: 5893.436035
	Iteration 41Q: 3 clusters Score -1.895326e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143387 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -18953318.000000 Penalty: 5893.436035
	Iteration 42Q: 3 clusters Score -1.895332e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143468 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -18953344.000000 Penalty: 5893.436035
	Iteration 43Q: 3 clusters Score -1.895334e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -18953368.000000 Penalty: 5893.436035
	Iteration 44Q: 3 clusters Score -1.895337e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143556 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -18953412.000000 Penalty: 5893.436035
	Iteration 45Q: 3 clusters Score -1.895341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143592 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -18953452.000000 Penalty: 5893.436035
	Iteration 46Q: 3 clusters Score -1.895345e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143632 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -18953468.000000 Penalty: 5893.436035
	Iteration 47Q: 3 clusters Score -1.895347e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143666 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -18953500.000000 Penalty: 5893.436035
	Iteration 48Q: 3 clusters Score -1.89535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -18953512.000000 Penalty: 5893.436035
	Iteration 49Q: 3 clusters Score -1.895351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -18953510.000000 Penalty: 5893.436035
	Iteration 50Q: 3 clusters Score -1.895351e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -18953516.000000 Penalty: 5893.436035
	Iteration 51Q: 3 clusters Score -1.895352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143738 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -18953522.000000 Penalty: 5893.436035
	Iteration 52Q: 3 clusters Score -1.895352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143750 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18953526.000000 Penalty: 5893.436035
	Iteration 53Q: 3 clusters Score -1.895353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143756 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18953546.000000 Penalty: 5893.436035
	Iteration 54Q: 3 clusters Score -1.895355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143763 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -18953546.000000 Penalty: 5893.436035
	Iteration 55Q: 3 clusters Score -1.895355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143768 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -18953550.000000 Penalty: 5893.436035
	Iteration 56Q: 3 clusters Score -1.895355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143771 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -18953558.000000 Penalty: 5893.436035
	Iteration 57Q: 3 clusters Score -1.895356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -18953550.000000 Penalty: 5893.436035
	Iteration 58Q: 3 clusters Score -1.895355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143785 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -18953564.000000 Penalty: 5893.436035
	Iteration 59Q: 3 clusters Score -1.895356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143795 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -18953550.000000 Penalty: 5893.436035
	Iteration 60F: 3 clusters Score -1.895355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143805 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -18953576.000000 Penalty: 5893.436035
	Iteration 61Q: 3 clusters Score -1.895358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -18953574.000000 Penalty: 5893.436035
	Iteration 62Q: 3 clusters Score -1.895357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143827 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -18953592.000000 Penalty: 5893.436035
	Iteration 63Q: 3 clusters Score -1.895359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -18953588.000000 Penalty: 5893.436035
	Iteration 64Q: 3 clusters Score -1.895359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -18953594.000000 Penalty: 5893.436035
	Iteration 65Q: 3 clusters Score -1.895359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143841 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -18953600.000000 Penalty: 5893.436035
	Iteration 66Q: 3 clusters Score -1.89536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143842 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -18953602.000000 Penalty: 5893.436035
	Iteration 67Q: 3 clusters Score -1.89536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143845 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -18953608.000000 Penalty: 5893.436035
	Iteration 68Q: 3 clusters Score -1.895361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143847 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -18953584.000000 Penalty: 5893.436035
	Iteration 69Q: 3 clusters Score -1.895358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143851 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -18953590.000000 Penalty: 5893.436035
	Iteration 70Q: 3 clusters Score -1.895359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143854 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -18953608.000000 Penalty: 5893.436035
	Iteration 71Q: 3 clusters Score -1.895361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143857 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -18953608.000000 Penalty: 5893.436035
	Iteration 72Q: 3 clusters Score -1.895361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143860 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -18953604.000000 Penalty: 5893.436035
	Iteration 73Q: 3 clusters Score -1.89536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143861 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18953602.000000 Penalty: 5893.436035
	Iteration 74Q: 3 clusters Score -1.89536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143862 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -18953600.000000 Penalty: 5893.436035
	Iteration 75Q: 3 clusters Score -1.89536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143864 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -18953602.000000 Penalty: 5893.436035
	Iteration 76Q: 3 clusters Score -1.89536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18953602.000000 Penalty: 5893.436035
	Iteration 77Q: 3 clusters Score -1.89536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18953602.000000 Penalty: 5893.436035
	Iteration 78F: 3 clusters Score -1.89536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Entering Unmasked Estep 
Score: -2116104.000000 Penalty: 2406.864014
	Iteration 0F: 2 clusters Score -2116104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2104317.500000 Penalty: 4813.728027
	Iteration 0F: 3 clusters Score -2104318 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2108326.750000 Penalty: 4813.728027
	Iteration 1F: 3 clusters Score -2108327 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2108903.500000 Penalty: 4813.728027
	Iteration 2F: 3 clusters Score -2108904 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2109679.250000 Penalty: 4813.728027
	Iteration 3F: 3 clusters Score -2109679 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2110709.500000 Penalty: 4813.728027
	Iteration 4F: 3 clusters Score -2110710 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2111894.000000 Penalty: 4813.728027
	Iteration 5F: 3 clusters Score -2111894 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2112923.000000 Penalty: 4813.728027
	Iteration 6F: 3 clusters Score -2112923 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2113615.750000 Penalty: 4813.728027
	Iteration 7F: 3 clusters Score -2113616 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2114002.250000 Penalty: 4813.728027
	Iteration 8Q: 3 clusters Score -2114002 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2114190.250000 Penalty: 4813.728027
	Iteration 9Q: 3 clusters Score -2114190 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2114309.250000 Penalty: 4813.728027
	Iteration 10Q: 3 clusters Score -2114309 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2114378.500000 Penalty: 4813.728027
	Iteration 11Q: 3 clusters Score -2114378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2114413.750000 Penalty: 4813.728027
	Iteration 12Q: 3 clusters Score -2114414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2114433.750000 Penalty: 4813.728027
	Iteration 13Q: 3 clusters Score -2114434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2114450.750000 Penalty: 4813.728027
	Iteration 14Q: 3 clusters Score -2114451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2114460.750000 Penalty: 4813.728027
	Iteration 15Q: 3 clusters Score -2114461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2114476.750000 Penalty: 4813.728027
	Iteration 16Q: 3 clusters Score -2114477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2114475.250000 Penalty: 4813.728027
	Iteration 17Q: 3 clusters Score -2114475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2114485.250000 Penalty: 4813.728027
	Iteration 18Q: 3 clusters Score -2114485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2114486.250000 Penalty: 4813.728027
	Iteration 19Q: 3 clusters Score -2114486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2114494.250000 Penalty: 4813.728027
	Iteration 20F: 3 clusters Score -2114494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2114495.000000 Penalty: 4813.728027
	Iteration 21Q: 3 clusters Score -2114495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2114500.500000 Penalty: 4813.728027
	Iteration 22Q: 3 clusters Score -2114500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2114499.000000 Penalty: 4813.728027
	Iteration 23Q: 3 clusters Score -2114499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2114498.500000 Penalty: 4813.728027
	Iteration 24Q: 3 clusters Score -2114498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2114500.750000 Penalty: 4813.728027
	Iteration 25Q: 3 clusters Score -2114501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2114504.500000 Penalty: 4813.728027
	Iteration 26Q: 3 clusters Score -2114504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2114504.750000 Penalty: 4813.728027
	Iteration 27Q: 3 clusters Score -2114505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2114505.750000 Penalty: 4813.728027
	Iteration 28Q: 3 clusters Score -2114506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2114509.500000 Penalty: 4813.728027
	Iteration 29Q: 3 clusters Score -2114510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2114509.000000 Penalty: 4813.728027
	Iteration 30Q: 3 clusters Score -2114509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2114506.250000 Penalty: 4813.728027
	Iteration 31Q: 3 clusters Score -2114506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2114506.250000 Penalty: 4813.728027
	Iteration 32F: 3 clusters Score -2114506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Entering Unmasked Estep 
Score: -1637422.500000 Penalty: 2337.511963
	Iteration 0F: 2 clusters Score -1637422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1628218.625000 Penalty: 4675.023926
	Iteration 0F: 3 clusters Score -1628219 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1631036.625000 Penalty: 4675.023926
	Iteration 1F: 3 clusters Score -1631037 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1631356.750000 Penalty: 4675.023926
	Iteration 2F: 3 clusters Score -1631357 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1631586.000000 Penalty: 4675.023926
	Iteration 3Q: 3 clusters Score -1631586 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1631775.375000 Penalty: 4675.023926
	Iteration 4Q: 3 clusters Score -1631775 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1631932.625000 Penalty: 4675.023926
	Iteration 5Q: 3 clusters Score -1631933 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1632100.250000 Penalty: 4675.023926
	Iteration 6Q: 3 clusters Score -1632100 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1632291.625000 Penalty: 4675.023926
	Iteration 7Q: 3 clusters Score -1632292 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1632506.500000 Penalty: 4675.023926
	Iteration 8Q: 3 clusters Score -1632506 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1632762.250000 Penalty: 4675.023926
	Iteration 9Q: 3 clusters Score -1632762 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1633066.375000 Penalty: 4675.023926
	Iteration 10Q: 3 clusters Score -1633066 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1633387.875000 Penalty: 4675.023926
	Iteration 11Q: 3 clusters Score -1633388 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1633697.750000 Penalty: 4675.023926
	Iteration 12Q: 3 clusters Score -1633698 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1633974.750000 Penalty: 4675.023926
	Iteration 13Q: 3 clusters Score -1633975 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1634218.750000 Penalty: 4675.023926
	Iteration 14Q: 3 clusters Score -1634219 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1634405.250000 Penalty: 4675.023926
	Iteration 15Q: 3 clusters Score -1634405 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1634557.625000 Penalty: 4675.023926
	Iteration 16Q: 3 clusters Score -1634558 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1634709.000000 Penalty: 4675.023926
	Iteration 17Q: 3 clusters Score -1634709 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1634828.125000 Penalty: 4675.023926
	Iteration 18Q: 3 clusters Score -1634828 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1634937.750000 Penalty: 4675.023926
	Iteration 19Q: 3 clusters Score -1634938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1635009.625000 Penalty: 4675.023926
	Iteration 20F: 3 clusters Score -1635010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1635077.250000 Penalty: 4675.023926
	Iteration 21Q: 3 clusters Score -1635077 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1635141.125000 Penalty: 4675.023926
	Iteration 22Q: 3 clusters Score -1635141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1635184.250000 Penalty: 4675.023926
	Iteration 23Q: 3 clusters Score -1635184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1635219.625000 Penalty: 4675.023926
	Iteration 24Q: 3 clusters Score -1635220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1635250.125000 Penalty: 4675.023926
	Iteration 25Q: 3 clusters Score -1635250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1635272.000000 Penalty: 4675.023926
	Iteration 26Q: 3 clusters Score -1635272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1635296.625000 Penalty: 4675.023926
	Iteration 27Q: 3 clusters Score -1635297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1635317.750000 Penalty: 4675.023926
	Iteration 28Q: 3 clusters Score -1635318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1635330.625000 Penalty: 4675.023926
	Iteration 29Q: 3 clusters Score -1635331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1635339.250000 Penalty: 4675.023926
	Iteration 30Q: 3 clusters Score -1635339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1635344.625000 Penalty: 4675.023926
	Iteration 31Q: 3 clusters Score -1635345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1635351.000000 Penalty: 4675.023926
	Iteration 32Q: 3 clusters Score -1635351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1635356.875000 Penalty: 4675.023926
	Iteration 33Q: 3 clusters Score -1635357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1635360.375000 Penalty: 4675.023926
	Iteration 34Q: 3 clusters Score -1635360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1635367.375000 Penalty: 4675.023926
	Iteration 35Q: 3 clusters Score -1635367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1635373.875000 Penalty: 4675.023926
	Iteration 36Q: 3 clusters Score -1635374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1635379.125000 Penalty: 4675.023926
	Iteration 37Q: 3 clusters Score -1635379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1635383.500000 Penalty: 4675.023926
	Iteration 38Q: 3 clusters Score -1635384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1635395.000000 Penalty: 4675.023926
	Iteration 39Q: 3 clusters Score -1635395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1635397.875000 Penalty: 4675.023926
	Iteration 40F: 3 clusters Score -1635398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1635405.375000 Penalty: 4675.023926
	Iteration 41Q: 3 clusters Score -1635405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1635407.625000 Penalty: 4675.023926
	Iteration 42Q: 3 clusters Score -1635408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1635411.250000 Penalty: 4675.023926
	Iteration 43Q: 3 clusters Score -1635411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1635407.625000 Penalty: 4675.023926
	Iteration 44Q: 3 clusters Score -1635408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1635409.375000 Penalty: 4675.023926
	Iteration 45Q: 3 clusters Score -1635409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1635410.875000 Penalty: 4675.023926
	Iteration 46Q: 3 clusters Score -1635411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1635410.875000 Penalty: 4675.023926
	Iteration 47F: 3 clusters Score -1635411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Entering Unmasked Estep 
Score: -956259.875000 Penalty: 2226.864258
	Iteration 0F: 2 clusters Score -956259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -949869.375000 Penalty: 4453.728516
	Iteration 0F: 3 clusters Score -949869.4 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -951701.687500 Penalty: 4453.728516
	Iteration 1F: 3 clusters Score -951701.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -952017.500000 Penalty: 4453.728516
	Iteration 2F: 3 clusters Score -952017.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -952216.562500 Penalty: 4453.728516
	Iteration 3F: 3 clusters Score -952216.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -952379.250000 Penalty: 4453.728516
	Iteration 4Q: 3 clusters Score -952379.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -952499.437500 Penalty: 4453.728516
	Iteration 5Q: 3 clusters Score -952499.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -952596.000000 Penalty: 4453.728516
	Iteration 6Q: 3 clusters Score -952596 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -952696.937500 Penalty: 4453.728516
	Iteration 7Q: 3 clusters Score -952696.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -952793.625000 Penalty: 4453.728516
	Iteration 8Q: 3 clusters Score -952793.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -952894.937500 Penalty: 4453.728516
	Iteration 9Q: 3 clusters Score -952894.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -952996.000000 Penalty: 4453.728516
	Iteration 10Q: 3 clusters Score -952996 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -953097.187500 Penalty: 4453.728516
	Iteration 11Q: 3 clusters Score -953097.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -953191.125000 Penalty: 4453.728516
	Iteration 12Q: 3 clusters Score -953191.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -953286.375000 Penalty: 4453.728516
	Iteration 13Q: 3 clusters Score -953286.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -953387.312500 Penalty: 4453.728516
	Iteration 14Q: 3 clusters Score -953387.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -953493.687500 Penalty: 4453.728516
	Iteration 15Q: 3 clusters Score -953493.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -953610.500000 Penalty: 4453.728516
	Iteration 16Q: 3 clusters Score -953610.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -953712.187500 Penalty: 4453.728516
	Iteration 17Q: 3 clusters Score -953712.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -953814.187500 Penalty: 4453.728516
	Iteration 18Q: 3 clusters Score -953814.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -953884.250000 Penalty: 4453.728516
	Iteration 19Q: 3 clusters Score -953884.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -953942.625000 Penalty: 4453.728516
	Iteration 20F: 3 clusters Score -953942.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -954006.000000 Penalty: 4453.728516
	Iteration 21Q: 3 clusters Score -954006 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -954068.750000 Penalty: 4453.728516
	Iteration 22Q: 3 clusters Score -954068.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -954118.625000 Penalty: 4453.728516
	Iteration 23Q: 3 clusters Score -954118.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -954156.687500 Penalty: 4453.728516
	Iteration 24Q: 3 clusters Score -954156.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -954203.062500 Penalty: 4453.728516
	Iteration 25Q: 3 clusters Score -954203.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -954246.875000 Penalty: 4453.728516
	Iteration 26Q: 3 clusters Score -954246.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -954280.375000 Penalty: 4453.728516
	Iteration 27Q: 3 clusters Score -954280.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -954312.875000 Penalty: 4453.728516
	Iteration 28Q: 3 clusters Score -954312.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -954345.750000 Penalty: 4453.728516
	Iteration 29Q: 3 clusters Score -954345.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -954378.125000 Penalty: 4453.728516
	Iteration 30Q: 3 clusters Score -954378.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -954406.375000 Penalty: 4453.728516
	Iteration 31Q: 3 clusters Score -954406.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -954433.625000 Penalty: 4453.728516
	Iteration 32Q: 3 clusters Score -954433.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -954463.187500 Penalty: 4453.728516
	Iteration 33Q: 3 clusters Score -954463.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -954487.375000 Penalty: 4453.728516
	Iteration 34Q: 3 clusters Score -954487.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -954515.562500 Penalty: 4453.728516
	Iteration 35Q: 3 clusters Score -954515.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -954541.437500 Penalty: 4453.728516
	Iteration 36Q: 3 clusters Score -954541.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -954560.687500 Penalty: 4453.728516
	Iteration 37Q: 3 clusters Score -954560.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -954577.875000 Penalty: 4453.728516
	Iteration 38Q: 3 clusters Score -954577.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -954594.437500 Penalty: 4453.728516
	Iteration 39Q: 3 clusters Score -954594.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -954609.875000 Penalty: 4453.728516
	Iteration 40F: 3 clusters Score -954609.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -954625.187500 Penalty: 4453.728516
	Iteration 41Q: 3 clusters Score -954625.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -954636.875000 Penalty: 4453.728516
	Iteration 42Q: 3 clusters Score -954636.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -954648.437500 Penalty: 4453.728516
	Iteration 43Q: 3 clusters Score -954648.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -954658.062500 Penalty: 4453.728516
	Iteration 44Q: 3 clusters Score -954658.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -954680.062500 Penalty: 4453.728516
	Iteration 45Q: 3 clusters Score -954680.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -954701.062500 Penalty: 4453.728516
	Iteration 46Q: 3 clusters Score -954701.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -954717.062500 Penalty: 4453.728516
	Iteration 47Q: 3 clusters Score -954717.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -954732.000000 Penalty: 4453.728516
	Iteration 48Q: 3 clusters Score -954732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -954743.000000 Penalty: 4453.728516
	Iteration 49Q: 3 clusters Score -954743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -954753.687500 Penalty: 4453.728516
	Iteration 50Q: 3 clusters Score -954753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -954766.875000 Penalty: 4453.728516
	Iteration 51Q: 3 clusters Score -954766.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -954780.187500 Penalty: 4453.728516
	Iteration 52Q: 3 clusters Score -954780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -954792.812500 Penalty: 4453.728516
	Iteration 53Q: 3 clusters Score -954792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -954801.500000 Penalty: 4453.728516
	Iteration 54Q: 3 clusters Score -954801.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -954811.312500 Penalty: 4453.728516
	Iteration 55Q: 3 clusters Score -954811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -954818.812500 Penalty: 4453.728516
	Iteration 56Q: 3 clusters Score -954818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -954820.250000 Penalty: 4453.728516
	Iteration 57Q: 3 clusters Score -954820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -954823.437500 Penalty: 4453.728516
	Iteration 58Q: 3 clusters Score -954823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -954828.312500 Penalty: 4453.728516
	Iteration 59Q: 3 clusters Score -954828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -954828.750000 Penalty: 4453.728516
	Iteration 60F: 3 clusters Score -954828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -954828.375000 Penalty: 4453.728516
	Iteration 61Q: 3 clusters Score -954828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -954828.937500 Penalty: 4453.728516
	Iteration 62Q: 3 clusters Score -954828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -954829.875000 Penalty: 4453.728516
	Iteration 63Q: 3 clusters Score -954829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -954829.875000 Penalty: 4453.728516
	Iteration 64F: 3 clusters Score -954829.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -639075.750000 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -639075.8 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 2627 members 
Entering Unmasked Estep 
Score: -634391.812500 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -634391.8 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -635512.000000 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -635512 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -635767.562500 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -635767.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -635944.937500 Penalty: 4243.886230
	Iteration 3F: 3 clusters Score -635944.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -636090.187500 Penalty: 4243.886230
	Iteration 4Q: 3 clusters Score -636090.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -636239.250000 Penalty: 4243.886230
	Iteration 5Q: 3 clusters Score -636239.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -636384.937500 Penalty: 4243.886230
	Iteration 6Q: 3 clusters Score -636384.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -636510.375000 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -636510.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -636602.000000 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -636602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -636675.000000 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -636675 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -636744.437500 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -636744.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -636810.000000 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -636810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -636871.187500 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -636871.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -636924.687500 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -636924.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -636974.750000 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -636974.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -637045.250000 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -637045.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -637118.625000 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -637118.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -637190.500000 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -637190.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -637274.250000 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -637274.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -637348.187500 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -637348.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -637400.687500 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -637400.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -637446.937500 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -637446.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -637494.375000 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -637494.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -637530.625000 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -637530.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -637571.875000 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -637571.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -637604.375000 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -637604.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -637633.437500 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -637633.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -637658.312500 Penalty: 4243.886230
	Iteration 27Q: 3 clusters Score -637658.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -637686.187500 Penalty: 4243.886230
	Iteration 28Q: 3 clusters Score -637686.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -637712.812500 Penalty: 4243.886230
	Iteration 29Q: 3 clusters Score -637712.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -637740.500000 Penalty: 4243.886230
	Iteration 30Q: 3 clusters Score -637740.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -637767.812500 Penalty: 4243.886230
	Iteration 31Q: 3 clusters Score -637767.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -637790.187500 Penalty: 4243.886230
	Iteration 32Q: 3 clusters Score -637790.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -637809.562500 Penalty: 4243.886230
	Iteration 33Q: 3 clusters Score -637809.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -637824.000000 Penalty: 4243.886230
	Iteration 34Q: 3 clusters Score -637824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -637840.562500 Penalty: 4243.886230
	Iteration 35Q: 3 clusters Score -637840.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -637862.125000 Penalty: 4243.886230
	Iteration 36Q: 3 clusters Score -637862.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -637880.937500 Penalty: 4243.886230
	Iteration 37Q: 3 clusters Score -637880.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -637893.625000 Penalty: 4243.886230
	Iteration 38Q: 3 clusters Score -637893.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -637917.625000 Penalty: 4243.886230
	Iteration 39Q: 3 clusters Score -637917.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -637943.125000 Penalty: 4243.886230
	Iteration 40F: 3 clusters Score -637943.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -637963.250000 Penalty: 4243.886230
	Iteration 41Q: 3 clusters Score -637963.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -637992.625000 Penalty: 4243.886230
	Iteration 42Q: 3 clusters Score -637992.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -638020.312500 Penalty: 4243.886230
	Iteration 43Q: 3 clusters Score -638020.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -638037.312500 Penalty: 4243.886230
	Iteration 44Q: 3 clusters Score -638037.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -638059.500000 Penalty: 4243.886230
	Iteration 45Q: 3 clusters Score -638059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -638077.937500 Penalty: 4243.886230
	Iteration 46Q: 3 clusters Score -638077.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -638091.437500 Penalty: 4243.886230
	Iteration 47Q: 3 clusters Score -638091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -638097.875000 Penalty: 4243.886230
	Iteration 48Q: 3 clusters Score -638097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -638102.375000 Penalty: 4243.886230
	Iteration 49Q: 3 clusters Score -638102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -638103.875000 Penalty: 4243.886230
	Iteration 50Q: 3 clusters Score -638103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -638103.875000 Penalty: 4243.886230
	Iteration 51F: 3 clusters Score -638103.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -191166.218750 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -191166.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -188855.718750 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -188855.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -189193.890625 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -189193.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -189298.437500 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -189298.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -189372.750000 Penalty: 3614.969238
	Iteration 3Q: 3 clusters Score -189372.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -189421.828125 Penalty: 3614.969238
	Iteration 4Q: 3 clusters Score -189421.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -189448.781250 Penalty: 3614.969238
	Iteration 5Q: 3 clusters Score -189448.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -189470.171875 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -189470.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189493.390625 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -189493.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -189511.515625 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -189511.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189534.875000 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -189534.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189547.171875 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -189547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189551.421875 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -189551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -189553.140625 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -189553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189554.140625 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -189554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -189556.234375 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -189556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -189557.218750 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -189557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -189558.609375 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -189558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -189559.921875 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -189559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -189560.312500 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -189560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -189560.703125 Penalty: 3614.969238
	Iteration 19Q: 3 clusters Score -189560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -189562.203125 Penalty: 3614.969238
	Iteration 20F: 3 clusters Score -189562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -189563.046875 Penalty: 3614.969238
	Iteration 21Q: 3 clusters Score -189563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189563.578125 Penalty: 3614.969238
	Iteration 22Q: 3 clusters Score -189563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -189565.421875 Penalty: 3614.969238
	Iteration 23Q: 3 clusters Score -189565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -189566.984375 Penalty: 3614.969238
	Iteration 24Q: 3 clusters Score -189567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -189569.359375 Penalty: 3614.969238
	Iteration 25Q: 3 clusters Score -189569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -189575.406250 Penalty: 3614.969238
	Iteration 26Q: 3 clusters Score -189575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -189580.015625 Penalty: 3614.969238
	Iteration 27Q: 3 clusters Score -189580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189585.031250 Penalty: 3614.969238
	Iteration 28Q: 3 clusters Score -189585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -189587.437500 Penalty: 3614.969238
	Iteration 29Q: 3 clusters Score -189587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189588.250000 Penalty: 3614.969238
	Iteration 30Q: 3 clusters Score -189588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189588.250000 Penalty: 3614.969238
	Iteration 31F: 3 clusters Score -189588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -200060.406250 Penalty: 1830.148682
	Iteration 0F: 2 clusters Score -200060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197667.750000 Penalty: 3660.297363
	Iteration 0F: 3 clusters Score -197667.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -198062.390625 Penalty: 3660.297363
	Iteration 1F: 3 clusters Score -198062.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -198153.796875 Penalty: 3660.297363
	Iteration 2F: 3 clusters Score -198153.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -198202.828125 Penalty: 3660.297363
	Iteration 3Q: 3 clusters Score -198202.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -198236.109375 Penalty: 3660.297363
	Iteration 4Q: 3 clusters Score -198236.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -198258.718750 Penalty: 3660.297363
	Iteration 5Q: 3 clusters Score -198258.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -198282.781250 Penalty: 3660.297363
	Iteration 6Q: 3 clusters Score -198282.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -198319.953125 Penalty: 3660.297363
	Iteration 7Q: 3 clusters Score -198320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -198360.734375 Penalty: 3660.297363
	Iteration 8Q: 3 clusters Score -198360.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -198382.937500 Penalty: 3660.297363
	Iteration 9Q: 3 clusters Score -198382.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -198400.796875 Penalty: 3660.297363
	Iteration 10Q: 3 clusters Score -198400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -198422.812500 Penalty: 3660.297363
	Iteration 11Q: 3 clusters Score -198422.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -198454.125000 Penalty: 3660.297363
	Iteration 12Q: 3 clusters Score -198454.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -198482.500000 Penalty: 3660.297363
	Iteration 13Q: 3 clusters Score -198482.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -198518.296875 Penalty: 3660.297363
	Iteration 14Q: 3 clusters Score -198518.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -198553.062500 Penalty: 3660.297363
	Iteration 15Q: 3 clusters Score -198553.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -198573.203125 Penalty: 3660.297363
	Iteration 16Q: 3 clusters Score -198573.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -198590.562500 Penalty: 3660.297363
	Iteration 17Q: 3 clusters Score -198590.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -198610.578125 Penalty: 3660.297363
	Iteration 18Q: 3 clusters Score -198610.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -198630.390625 Penalty: 3660.297363
	Iteration 19Q: 3 clusters Score -198630.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -198650.984375 Penalty: 3660.297363
	Iteration 20F: 3 clusters Score -198651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -198667.750000 Penalty: 3660.297363
	Iteration 21Q: 3 clusters Score -198667.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -198683.453125 Penalty: 3660.297363
	Iteration 22Q: 3 clusters Score -198683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -198691.734375 Penalty: 3660.297363
	Iteration 23Q: 3 clusters Score -198691.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -198702.734375 Penalty: 3660.297363
	Iteration 24Q: 3 clusters Score -198702.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -198713.484375 Penalty: 3660.297363
	Iteration 25Q: 3 clusters Score -198713.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -198717.984375 Penalty: 3660.297363
	Iteration 26Q: 3 clusters Score -198718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -198723.843750 Penalty: 3660.297363
	Iteration 27Q: 3 clusters Score -198723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -198729.796875 Penalty: 3660.297363
	Iteration 28Q: 3 clusters Score -198729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -198739.562500 Penalty: 3660.297363
	Iteration 29Q: 3 clusters Score -198739.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -198750.296875 Penalty: 3660.297363
	Iteration 30Q: 3 clusters Score -198750.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -198760.062500 Penalty: 3660.297363
	Iteration 31Q: 3 clusters Score -198760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -198766.609375 Penalty: 3660.297363
	Iteration 32Q: 3 clusters Score -198766.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -198777.375000 Penalty: 3660.297363
	Iteration 33Q: 3 clusters Score -198777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -198788.796875 Penalty: 3660.297363
	Iteration 34Q: 3 clusters Score -198788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -198798.828125 Penalty: 3660.297363
	Iteration 35Q: 3 clusters Score -198798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -198808.312500 Penalty: 3660.297363
	Iteration 36Q: 3 clusters Score -198808.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -198821.000000 Penalty: 3660.297363
	Iteration 37Q: 3 clusters Score -198821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -198831.781250 Penalty: 3660.297363
	Iteration 38Q: 3 clusters Score -198831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -198843.203125 Penalty: 3660.297363
	Iteration 39Q: 3 clusters Score -198843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -198846.968750 Penalty: 3660.297363
	Iteration 40F: 3 clusters Score -198847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -198853.296875 Penalty: 3660.297363
	Iteration 41Q: 3 clusters Score -198853.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -198865.546875 Penalty: 3660.297363
	Iteration 42Q: 3 clusters Score -198865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -198875.953125 Penalty: 3660.297363
	Iteration 43Q: 3 clusters Score -198876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -198887.484375 Penalty: 3660.297363
	Iteration 44Q: 3 clusters Score -198887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -198896.234375 Penalty: 3660.297363
	Iteration 45Q: 3 clusters Score -198896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -198905.671875 Penalty: 3660.297363
	Iteration 46Q: 3 clusters Score -198905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -198915.312500 Penalty: 3660.297363
	Iteration 47Q: 3 clusters Score -198915.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -198927.234375 Penalty: 3660.297363
	Iteration 48Q: 3 clusters Score -198927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -198942.671875 Penalty: 3660.297363
	Iteration 49Q: 3 clusters Score -198942.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -198963.531250 Penalty: 3660.297363
	Iteration 50Q: 3 clusters Score -198963.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -198982.687500 Penalty: 3660.297363
	Iteration 51Q: 3 clusters Score -198982.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -198996.000000 Penalty: 3660.297363
	Iteration 52Q: 3 clusters Score -198996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -199017.546875 Penalty: 3660.297363
	Iteration 53Q: 3 clusters Score -199017.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -199059.625000 Penalty: 3660.297363
	Iteration 54Q: 3 clusters Score -199059.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -199105.687500 Penalty: 3660.297363
	Iteration 55Q: 3 clusters Score -199105.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -199153.171875 Penalty: 3660.297363
	Iteration 56Q: 3 clusters Score -199153.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -199187.281250 Penalty: 3660.297363
	Iteration 57Q: 3 clusters Score -199187.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -199211.500000 Penalty: 3660.297363
	Iteration 58Q: 3 clusters Score -199211.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -199227.843750 Penalty: 3660.297363
	Iteration 59Q: 3 clusters Score -199227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199236.531250 Penalty: 3660.297363
	Iteration 60F: 3 clusters Score -199236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -199245.187500 Penalty: 3660.297363
	Iteration 61Q: 3 clusters Score -199245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -199251.328125 Penalty: 3660.297363
	Iteration 62Q: 3 clusters Score -199251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -199259.718750 Penalty: 3660.297363
	Iteration 63Q: 3 clusters Score -199259.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -199267.078125 Penalty: 3660.297363
	Iteration 64Q: 3 clusters Score -199267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -199267.578125 Penalty: 3660.297363
	Iteration 65Q: 3 clusters Score -199267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -199270.734375 Penalty: 3660.297363
	Iteration 66Q: 3 clusters Score -199270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -199271.812500 Penalty: 3660.297363
	Iteration 67Q: 3 clusters Score -199271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -199272.468750 Penalty: 3660.297363
	Iteration 68Q: 3 clusters Score -199272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -199272.968750 Penalty: 3660.297363
	Iteration 69Q: 3 clusters Score -199273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -199276.000000 Penalty: 3660.297363
	Iteration 70Q: 3 clusters Score -199276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -199276.000000 Penalty: 3660.297363
	Iteration 71F: 3 clusters Score -199276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Entering Unmasked Estep 
Score: -982210.000000 Penalty: 2212.951416
	Iteration 0F: 2 clusters Score -982210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -976068.562500 Penalty: 4425.902832
	Iteration 0F: 3 clusters Score -976068.6 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -977714.062500 Penalty: 4425.902832
	Iteration 1F: 3 clusters Score -977714.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -977951.312500 Penalty: 4425.902832
	Iteration 2F: 3 clusters Score -977951.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -978127.562500 Penalty: 4425.902832
	Iteration 3Q: 3 clusters Score -978127.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -978276.625000 Penalty: 4425.902832
	Iteration 4Q: 3 clusters Score -978276.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -978382.562500 Penalty: 4425.902832
	Iteration 5Q: 3 clusters Score -978382.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -978462.375000 Penalty: 4425.902832
	Iteration 6Q: 3 clusters Score -978462.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -978525.125000 Penalty: 4425.902832
	Iteration 7Q: 3 clusters Score -978525.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -978570.062500 Penalty: 4425.902832
	Iteration 8Q: 3 clusters Score -978570.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -978619.937500 Penalty: 4425.902832
	Iteration 9Q: 3 clusters Score -978619.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -978657.125000 Penalty: 4425.902832
	Iteration 10Q: 3 clusters Score -978657.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -978697.375000 Penalty: 4425.902832
	Iteration 11Q: 3 clusters Score -978697.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -978736.812500 Penalty: 4425.902832
	Iteration 12Q: 3 clusters Score -978736.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -978775.687500 Penalty: 4425.902832
	Iteration 13Q: 3 clusters Score -978775.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -978817.312500 Penalty: 4425.902832
	Iteration 14Q: 3 clusters Score -978817.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -978856.875000 Penalty: 4425.902832
	Iteration 15Q: 3 clusters Score -978856.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -978898.125000 Penalty: 4425.902832
	Iteration 16Q: 3 clusters Score -978898.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -978940.000000 Penalty: 4425.902832
	Iteration 17Q: 3 clusters Score -978940 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -978972.312500 Penalty: 4425.902832
	Iteration 18Q: 3 clusters Score -978972.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -979015.250000 Penalty: 4425.902832
	Iteration 19Q: 3 clusters Score -979015.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -979060.187500 Penalty: 4425.902832
	Iteration 20F: 3 clusters Score -979060.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -979107.875000 Penalty: 4425.902832
	Iteration 21Q: 3 clusters Score -979107.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -979167.875000 Penalty: 4425.902832
	Iteration 22Q: 3 clusters Score -979167.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -979225.312500 Penalty: 4425.902832
	Iteration 23Q: 3 clusters Score -979225.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -979283.750000 Penalty: 4425.902832
	Iteration 24Q: 3 clusters Score -979283.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -979332.875000 Penalty: 4425.902832
	Iteration 25Q: 3 clusters Score -979332.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -979379.125000 Penalty: 4425.902832
	Iteration 26Q: 3 clusters Score -979379.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -979424.250000 Penalty: 4425.902832
	Iteration 27Q: 3 clusters Score -979424.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -979471.062500 Penalty: 4425.902832
	Iteration 28Q: 3 clusters Score -979471.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -979519.437500 Penalty: 4425.902832
	Iteration 29Q: 3 clusters Score -979519.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -979567.687500 Penalty: 4425.902832
	Iteration 30Q: 3 clusters Score -979567.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -979619.250000 Penalty: 4425.902832
	Iteration 31Q: 3 clusters Score -979619.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -979684.562500 Penalty: 4425.902832
	Iteration 32Q: 3 clusters Score -979684.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -979749.937500 Penalty: 4425.902832
	Iteration 33Q: 3 clusters Score -979749.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -979809.812500 Penalty: 4425.902832
	Iteration 34Q: 3 clusters Score -979809.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -979866.500000 Penalty: 4425.902832
	Iteration 35Q: 3 clusters Score -979866.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -979912.250000 Penalty: 4425.902832
	Iteration 36Q: 3 clusters Score -979912.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -979950.375000 Penalty: 4425.902832
	Iteration 37Q: 3 clusters Score -979950.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -979991.312500 Penalty: 4425.902832
	Iteration 38Q: 3 clusters Score -979991.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -980021.812500 Penalty: 4425.902832
	Iteration 39Q: 3 clusters Score -980021.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -980054.875000 Penalty: 4425.902832
	Iteration 40F: 3 clusters Score -980054.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -980081.625000 Penalty: 4425.902832
	Iteration 41Q: 3 clusters Score -980081.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -980108.937500 Penalty: 4425.902832
	Iteration 42Q: 3 clusters Score -980108.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -980135.000000 Penalty: 4425.902832
	Iteration 43Q: 3 clusters Score -980135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -980159.750000 Penalty: 4425.902832
	Iteration 44Q: 3 clusters Score -980159.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -980174.000000 Penalty: 4425.902832
	Iteration 45Q: 3 clusters Score -980174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -980194.125000 Penalty: 4425.902832
	Iteration 46Q: 3 clusters Score -980194.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -980215.500000 Penalty: 4425.902832
	Iteration 47Q: 3 clusters Score -980215.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -980230.312500 Penalty: 4425.902832
	Iteration 48Q: 3 clusters Score -980230.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -980242.375000 Penalty: 4425.902832
	Iteration 49Q: 3 clusters Score -980242.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -980258.562500 Penalty: 4425.902832
	Iteration 50Q: 3 clusters Score -980258.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -980278.000000 Penalty: 4425.902832
	Iteration 51Q: 3 clusters Score -980278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -980294.750000 Penalty: 4425.902832
	Iteration 52Q: 3 clusters Score -980294.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -980299.437500 Penalty: 4425.902832
	Iteration 53Q: 3 clusters Score -980299.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -980305.687500 Penalty: 4425.902832
	Iteration 54Q: 3 clusters Score -980305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -980309.312500 Penalty: 4425.902832
	Iteration 55Q: 3 clusters Score -980309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -980311.687500 Penalty: 4425.902832
	Iteration 56Q: 3 clusters Score -980311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -980315.812500 Penalty: 4425.902832
	Iteration 57Q: 3 clusters Score -980315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -980320.687500 Penalty: 4425.902832
	Iteration 58Q: 3 clusters Score -980320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -980324.625000 Penalty: 4425.902832
	Iteration 59Q: 3 clusters Score -980324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -980327.062500 Penalty: 4425.902832
	Iteration 60F: 3 clusters Score -980327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -980328.187500 Penalty: 4425.902832
	Iteration 61Q: 3 clusters Score -980328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -980330.062500 Penalty: 4425.902832
	Iteration 62Q: 3 clusters Score -980330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -980333.625000 Penalty: 4425.902832
	Iteration 63Q: 3 clusters Score -980333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -980334.000000 Penalty: 4425.902832
	Iteration 64Q: 3 clusters Score -980334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -980334.000000 Penalty: 4425.902832
	Iteration 65F: 3 clusters Score -980334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20047 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43303 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7257 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144629 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900512.000000 Penalty: 66272.132812
Iteration 119Q: 22 clusters Score -4.290051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20047 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43303 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7258 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144628 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900520.000000 Penalty: 66272.132812
Iteration 120F: 22 clusters Score -4.290052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20047 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43303 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144626 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900512.000000 Penalty: 66272.132812
Iteration 121Q: 22 clusters Score -4.290051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20047 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43303 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144626 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42900512.000000 Penalty: 66272.132812
Iteration 122F: 22 clusters Score -4.290051e+07 nChanged 0
Entering ConstructFrom: 
Score: -42900512.000000 Penalty: 66272.132812
Entering ConstructFrom: 
Trying to split cluster 1 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -488944.625000 Penalty: 2045.375610
	Iteration 0F: 2 clusters Score -488944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -485173.937500 Penalty: 4090.751221
	Iteration 0F: 3 clusters Score -485173.9 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -486038.312500 Penalty: 4090.751221
	Iteration 1F: 3 clusters Score -486038.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -486223.218750 Penalty: 4090.751221
	Iteration 2F: 3 clusters Score -486223.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -486319.125000 Penalty: 4090.751221
	Iteration 3Q: 3 clusters Score -486319.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -486394.812500 Penalty: 4090.751221
	Iteration 4Q: 3 clusters Score -486394.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -486446.500000 Penalty: 4090.751221
	Iteration 5Q: 3 clusters Score -486446.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -486484.687500 Penalty: 4090.751221
	Iteration 6Q: 3 clusters Score -486484.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -486515.968750 Penalty: 4090.751221
	Iteration 7Q: 3 clusters Score -486516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -486540.656250 Penalty: 4090.751221
	Iteration 8Q: 3 clusters Score -486540.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -486558.812500 Penalty: 4090.751221
	Iteration 9Q: 3 clusters Score -486558.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -486572.531250 Penalty: 4090.751221
	Iteration 10Q: 3 clusters Score -486572.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -486587.031250 Penalty: 4090.751221
	Iteration 11Q: 3 clusters Score -486587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -486605.062500 Penalty: 4090.751221
	Iteration 12Q: 3 clusters Score -486605.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -486623.437500 Penalty: 4090.751221
	Iteration 13Q: 3 clusters Score -486623.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -486643.062500 Penalty: 4090.751221
	Iteration 14Q: 3 clusters Score -486643.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -486663.031250 Penalty: 4090.751221
	Iteration 15Q: 3 clusters Score -486663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -486676.750000 Penalty: 4090.751221
	Iteration 16Q: 3 clusters Score -486676.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -486694.718750 Penalty: 4090.751221
	Iteration 17Q: 3 clusters Score -486694.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -486710.687500 Penalty: 4090.751221
	Iteration 18Q: 3 clusters Score -486710.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -486728.625000 Penalty: 4090.751221
	Iteration 19Q: 3 clusters Score -486728.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -486745.468750 Penalty: 4090.751221
	Iteration 20F: 3 clusters Score -486745.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -486760.218750 Penalty: 4090.751221
	Iteration 21Q: 3 clusters Score -486760.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -486771.406250 Penalty: 4090.751221
	Iteration 22Q: 3 clusters Score -486771.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -486780.968750 Penalty: 4090.751221
	Iteration 23Q: 3 clusters Score -486781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -486791.562500 Penalty: 4090.751221
	Iteration 24Q: 3 clusters Score -486791.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -486807.687500 Penalty: 4090.751221
	Iteration 25Q: 3 clusters Score -486807.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -486827.250000 Penalty: 4090.751221
	Iteration 26Q: 3 clusters Score -486827.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -486841.375000 Penalty: 4090.751221
	Iteration 27Q: 3 clusters Score -486841.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -486856.625000 Penalty: 4090.751221
	Iteration 28Q: 3 clusters Score -486856.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -486878.468750 Penalty: 4090.751221
	Iteration 29Q: 3 clusters Score -486878.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -486893.687500 Penalty: 4090.751221
	Iteration 30Q: 3 clusters Score -486893.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -486905.343750 Penalty: 4090.751221
	Iteration 31Q: 3 clusters Score -486905.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -486918.781250 Penalty: 4090.751221
	Iteration 32Q: 3 clusters Score -486918.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -486931.281250 Penalty: 4090.751221
	Iteration 33Q: 3 clusters Score -486931.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -486947.187500 Penalty: 4090.751221
	Iteration 34Q: 3 clusters Score -486947.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -486958.000000 Penalty: 4090.751221
	Iteration 35Q: 3 clusters Score -486958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -486969.000000 Penalty: 4090.751221
	Iteration 36Q: 3 clusters Score -486969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -486976.750000 Penalty: 4090.751221
	Iteration 37Q: 3 clusters Score -486976.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -486985.875000 Penalty: 4090.751221
	Iteration 38Q: 3 clusters Score -486985.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -486997.500000 Penalty: 4090.751221
	Iteration 39Q: 3 clusters Score -486997.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -487005.656250 Penalty: 4090.751221
	Iteration 40F: 3 clusters Score -487005.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -487010.312500 Penalty: 4090.751221
	Iteration 41Q: 3 clusters Score -487010.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -487015.343750 Penalty: 4090.751221
	Iteration 42Q: 3 clusters Score -487015.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -487019.031250 Penalty: 4090.751221
	Iteration 43Q: 3 clusters Score -487019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -487024.468750 Penalty: 4090.751221
	Iteration 44Q: 3 clusters Score -487024.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -487029.093750 Penalty: 4090.751221
	Iteration 45Q: 3 clusters Score -487029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -487031.312500 Penalty: 4090.751221
	Iteration 46Q: 3 clusters Score -487031.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -487033.062500 Penalty: 4090.751221
	Iteration 47Q: 3 clusters Score -487033.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -487038.031250 Penalty: 4090.751221
	Iteration 48Q: 3 clusters Score -487038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -487039.593750 Penalty: 4090.751221
	Iteration 49Q: 3 clusters Score -487039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -487042.468750 Penalty: 4090.751221
	Iteration 50Q: 3 clusters Score -487042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -487043.906250 Penalty: 4090.751221
	Iteration 51Q: 3 clusters Score -487043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -487044.218750 Penalty: 4090.751221
	Iteration 52Q: 3 clusters Score -487044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -487045.093750 Penalty: 4090.751221
	Iteration 53Q: 3 clusters Score -487045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -487044.937500 Penalty: 4090.751221
	Iteration 54Q: 3 clusters Score -487044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -487045.968750 Penalty: 4090.751221
	Iteration 55Q: 3 clusters Score -487046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -487045.906250 Penalty: 4090.751221
	Iteration 56Q: 3 clusters Score -487045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -487047.187500 Penalty: 4090.751221
	Iteration 57Q: 3 clusters Score -487047.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -487047.187500 Penalty: 4090.751221
	Iteration 58F: 3 clusters Score -487047.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Entering Unmasked Estep 
Score: -2496091.250000 Penalty: 2456.647217
	Iteration 0F: 2 clusters Score -2496091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2481951.250000 Penalty: 4913.294434
	Iteration 0F: 3 clusters Score -2481951 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2486771.000000 Penalty: 4913.294434
	Iteration 1F: 3 clusters Score -2486771 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2487148.250000 Penalty: 4913.294434
	Iteration 2F: 3 clusters Score -2487148 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2487425.750000 Penalty: 4913.294434
	Iteration 3Q: 3 clusters Score -2487426 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2487657.250000 Penalty: 4913.294434
	Iteration 4Q: 3 clusters Score -2487657 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2487899.500000 Penalty: 4913.294434
	Iteration 5Q: 3 clusters Score -2487900 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2488135.000000 Penalty: 4913.294434
	Iteration 6Q: 3 clusters Score -2488135 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2488384.500000 Penalty: 4913.294434
	Iteration 7Q: 3 clusters Score -2488384 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2488628.000000 Penalty: 4913.294434
	Iteration 8Q: 3 clusters Score -2488628 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2488915.250000 Penalty: 4913.294434
	Iteration 9Q: 3 clusters Score -2488915 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2489213.500000 Penalty: 4913.294434
	Iteration 10Q: 3 clusters Score -2489214 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2489542.500000 Penalty: 4913.294434
	Iteration 11Q: 3 clusters Score -2489542 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2489934.250000 Penalty: 4913.294434
	Iteration 12Q: 3 clusters Score -2489934 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2490344.750000 Penalty: 4913.294434
	Iteration 13Q: 3 clusters Score -2490345 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2490747.250000 Penalty: 4913.294434
	Iteration 14Q: 3 clusters Score -2490747 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2491118.250000 Penalty: 4913.294434
	Iteration 15Q: 3 clusters Score -2491118 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2491412.500000 Penalty: 4913.294434
	Iteration 16Q: 3 clusters Score -2491412 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2491664.750000 Penalty: 4913.294434
	Iteration 17Q: 3 clusters Score -2491665 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2491818.250000 Penalty: 4913.294434
	Iteration 18Q: 3 clusters Score -2491818 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2491962.750000 Penalty: 4913.294434
	Iteration 19Q: 3 clusters Score -2491963 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2492085.250000 Penalty: 4913.294434
	Iteration 20F: 3 clusters Score -2492085 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2492189.500000 Penalty: 4913.294434
	Iteration 21Q: 3 clusters Score -2492190 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2492285.500000 Penalty: 4913.294434
	Iteration 22Q: 3 clusters Score -2492286 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2492346.500000 Penalty: 4913.294434
	Iteration 23Q: 3 clusters Score -2492346 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2492400.750000 Penalty: 4913.294434
	Iteration 24Q: 3 clusters Score -2492401 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2492450.750000 Penalty: 4913.294434
	Iteration 25Q: 3 clusters Score -2492451 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2492501.500000 Penalty: 4913.294434
	Iteration 26Q: 3 clusters Score -2492502 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2492567.500000 Penalty: 4913.294434
	Iteration 27Q: 3 clusters Score -2492568 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2492608.750000 Penalty: 4913.294434
	Iteration 28Q: 3 clusters Score -2492609 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2492641.500000 Penalty: 4913.294434
	Iteration 29Q: 3 clusters Score -2492642 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2492689.000000 Penalty: 4913.294434
	Iteration 30Q: 3 clusters Score -2492689 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2492759.000000 Penalty: 4913.294434
	Iteration 31Q: 3 clusters Score -2492759 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2492821.500000 Penalty: 4913.294434
	Iteration 32Q: 3 clusters Score -2492822 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2492902.000000 Penalty: 4913.294434
	Iteration 33Q: 3 clusters Score -2492902 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2492986.750000 Penalty: 4913.294434
	Iteration 34Q: 3 clusters Score -2492987 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2493075.500000 Penalty: 4913.294434
	Iteration 35Q: 3 clusters Score -2493076 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2493153.000000 Penalty: 4913.294434
	Iteration 36Q: 3 clusters Score -2493153 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2493225.500000 Penalty: 4913.294434
	Iteration 37Q: 3 clusters Score -2493226 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2493284.500000 Penalty: 4913.294434
	Iteration 38Q: 3 clusters Score -2493284 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2493330.000000 Penalty: 4913.294434
	Iteration 39Q: 3 clusters Score -2493330 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2493383.000000 Penalty: 4913.294434
	Iteration 40F: 3 clusters Score -2493383 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2493443.000000 Penalty: 4913.294434
	Iteration 41Q: 3 clusters Score -2493443 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2493488.250000 Penalty: 4913.294434
	Iteration 42Q: 3 clusters Score -2493488 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2493509.000000 Penalty: 4913.294434
	Iteration 43Q: 3 clusters Score -2493509 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2493532.750000 Penalty: 4913.294434
	Iteration 44Q: 3 clusters Score -2493533 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2493545.000000 Penalty: 4913.294434
	Iteration 45Q: 3 clusters Score -2493545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2493548.500000 Penalty: 4913.294434
	Iteration 46Q: 3 clusters Score -2493548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2493544.000000 Penalty: 4913.294434
	Iteration 47Q: 3 clusters Score -2493544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2493552.750000 Penalty: 4913.294434
	Iteration 48Q: 3 clusters Score -2493553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2493560.000000 Penalty: 4913.294434
	Iteration 49Q: 3 clusters Score -2493560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2493557.500000 Penalty: 4913.294434
	Iteration 50Q: 3 clusters Score -2493558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2493562.250000 Penalty: 4913.294434
	Iteration 51Q: 3 clusters Score -2493562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2493564.250000 Penalty: 4913.294434
	Iteration 52Q: 3 clusters Score -2493564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2493567.750000 Penalty: 4913.294434
	Iteration 53Q: 3 clusters Score -2493568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2493567.500000 Penalty: 4913.294434
	Iteration 54Q: 3 clusters Score -2493568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2493570.250000 Penalty: 4913.294434
	Iteration 55Q: 3 clusters Score -2493570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2493572.750000 Penalty: 4913.294434
	Iteration 56Q: 3 clusters Score -2493573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2493565.250000 Penalty: 4913.294434
	Iteration 57Q: 3 clusters Score -2493565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2493562.750000 Penalty: 4913.294434
	Iteration 58Q: 3 clusters Score -2493563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2493568.250000 Penalty: 4913.294434
	Iteration 59Q: 3 clusters Score -2493568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2493567.000000 Penalty: 4913.294434
	Iteration 60F: 3 clusters Score -2493567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2493570.750000 Penalty: 4913.294434
	Iteration 61Q: 3 clusters Score -2493571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2493568.000000 Penalty: 4913.294434
	Iteration 62Q: 3 clusters Score -2493568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2493573.750000 Penalty: 4913.294434
	Iteration 63Q: 3 clusters Score -2493574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2493574.750000 Penalty: 4913.294434
	Iteration 64Q: 3 clusters Score -2493575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2493573.750000 Penalty: 4913.294434
	Iteration 65Q: 3 clusters Score -2493574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2493577.500000 Penalty: 4913.294434
	Iteration 66Q: 3 clusters Score -2493578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2493577.500000 Penalty: 4913.294434
	Iteration 67F: 3 clusters Score -2493578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Entering Unmasked Estep 
Score: -1379878.375000 Penalty: 2300.688721
	Iteration 0F: 2 clusters Score -1379878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1371732.875000 Penalty: 4601.377441
	Iteration 0F: 3 clusters Score -1371733 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1374195.875000 Penalty: 4601.377441
	Iteration 1F: 3 clusters Score -1374196 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1374526.250000 Penalty: 4601.377441
	Iteration 2F: 3 clusters Score -1374526 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1374811.125000 Penalty: 4601.377441
	Iteration 3F: 3 clusters Score -1374811 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1375068.750000 Penalty: 4601.377441
	Iteration 4Q: 3 clusters Score -1375069 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1375317.875000 Penalty: 4601.377441
	Iteration 5Q: 3 clusters Score -1375318 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1375558.250000 Penalty: 4601.377441
	Iteration 6Q: 3 clusters Score -1375558 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1375809.250000 Penalty: 4601.377441
	Iteration 7Q: 3 clusters Score -1375809 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1376081.000000 Penalty: 4601.377441
	Iteration 8Q: 3 clusters Score -1376081 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1376363.500000 Penalty: 4601.377441
	Iteration 9Q: 3 clusters Score -1376364 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1376697.500000 Penalty: 4601.377441
	Iteration 10Q: 3 clusters Score -1376698 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1377080.750000 Penalty: 4601.377441
	Iteration 11Q: 3 clusters Score -1377081 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1377433.250000 Penalty: 4601.377441
	Iteration 12Q: 3 clusters Score -1377433 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1377698.875000 Penalty: 4601.377441
	Iteration 13Q: 3 clusters Score -1377699 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1377879.000000 Penalty: 4601.377441
	Iteration 14Q: 3 clusters Score -1377879 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1377978.500000 Penalty: 4601.377441
	Iteration 15Q: 3 clusters Score -1377978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1378050.250000 Penalty: 4601.377441
	Iteration 16Q: 3 clusters Score -1378050 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1378105.375000 Penalty: 4601.377441
	Iteration 17Q: 3 clusters Score -1378105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1378134.875000 Penalty: 4601.377441
	Iteration 18Q: 3 clusters Score -1378135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1378157.000000 Penalty: 4601.377441
	Iteration 19Q: 3 clusters Score -1378157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1378176.500000 Penalty: 4601.377441
	Iteration 20F: 3 clusters Score -1378176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1378188.125000 Penalty: 4601.377441
	Iteration 21Q: 3 clusters Score -1378188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1378196.000000 Penalty: 4601.377441
	Iteration 22Q: 3 clusters Score -1378196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1378204.875000 Penalty: 4601.377441
	Iteration 23Q: 3 clusters Score -1378205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1378208.875000 Penalty: 4601.377441
	Iteration 24Q: 3 clusters Score -1378209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1378211.000000 Penalty: 4601.377441
	Iteration 25Q: 3 clusters Score -1378211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1378221.125000 Penalty: 4601.377441
	Iteration 26Q: 3 clusters Score -1378221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1378221.000000 Penalty: 4601.377441
	Iteration 27Q: 3 clusters Score -1378221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1378220.125000 Penalty: 4601.377441
	Iteration 28Q: 3 clusters Score -1378220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1378224.125000 Penalty: 4601.377441
	Iteration 29Q: 3 clusters Score -1378224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1378223.500000 Penalty: 4601.377441
	Iteration 30Q: 3 clusters Score -1378224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1378227.625000 Penalty: 4601.377441
	Iteration 31Q: 3 clusters Score -1378228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1378227.125000 Penalty: 4601.377441
	Iteration 32Q: 3 clusters Score -1378227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1378230.750000 Penalty: 4601.377441
	Iteration 33Q: 3 clusters Score -1378231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1378233.625000 Penalty: 4601.377441
	Iteration 34Q: 3 clusters Score -1378234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1378235.625000 Penalty: 4601.377441
	Iteration 35Q: 3 clusters Score -1378236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1378235.625000 Penalty: 4601.377441
	Iteration 36F: 3 clusters Score -1378236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Entering Unmasked Estep 
Score: -1287572.500000 Penalty: 2279.306152
	Iteration 0F: 2 clusters Score -1287572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1280064.125000 Penalty: 4558.612305
	Iteration 0F: 3 clusters Score -1280064 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1282222.000000 Penalty: 4558.612305
	Iteration 1F: 3 clusters Score -1282222 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1282485.500000 Penalty: 4558.612305
	Iteration 2F: 3 clusters Score -1282486 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1282705.625000 Penalty: 4558.612305
	Iteration 3F: 3 clusters Score -1282706 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1282886.250000 Penalty: 4558.612305
	Iteration 4Q: 3 clusters Score -1282886 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1283044.000000 Penalty: 4558.612305
	Iteration 5Q: 3 clusters Score -1283044 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1283187.250000 Penalty: 4558.612305
	Iteration 6Q: 3 clusters Score -1283187 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1283340.250000 Penalty: 4558.612305
	Iteration 7Q: 3 clusters Score -1283340 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1283469.000000 Penalty: 4558.612305
	Iteration 8Q: 3 clusters Score -1283469 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1283585.625000 Penalty: 4558.612305
	Iteration 9Q: 3 clusters Score -1283586 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1283705.875000 Penalty: 4558.612305
	Iteration 10Q: 3 clusters Score -1283706 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1283823.750000 Penalty: 4558.612305
	Iteration 11Q: 3 clusters Score -1283824 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1283947.125000 Penalty: 4558.612305
	Iteration 12Q: 3 clusters Score -1283947 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1284050.625000 Penalty: 4558.612305
	Iteration 13Q: 3 clusters Score -1284051 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1284165.625000 Penalty: 4558.612305
	Iteration 14Q: 3 clusters Score -1284166 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1284298.375000 Penalty: 4558.612305
	Iteration 15Q: 3 clusters Score -1284298 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1284423.625000 Penalty: 4558.612305
	Iteration 16Q: 3 clusters Score -1284424 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1284552.500000 Penalty: 4558.612305
	Iteration 17Q: 3 clusters Score -1284552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1284685.000000 Penalty: 4558.612305
	Iteration 18Q: 3 clusters Score -1284685 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1284813.250000 Penalty: 4558.612305
	Iteration 19Q: 3 clusters Score -1284813 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1284914.250000 Penalty: 4558.612305
	Iteration 20F: 3 clusters Score -1284914 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1285013.500000 Penalty: 4558.612305
	Iteration 21Q: 3 clusters Score -1285014 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1285102.500000 Penalty: 4558.612305
	Iteration 22Q: 3 clusters Score -1285102 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1285201.000000 Penalty: 4558.612305
	Iteration 23Q: 3 clusters Score -1285201 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1285269.500000 Penalty: 4558.612305
	Iteration 24Q: 3 clusters Score -1285270 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1285331.250000 Penalty: 4558.612305
	Iteration 25Q: 3 clusters Score -1285331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1285387.875000 Penalty: 4558.612305
	Iteration 26Q: 3 clusters Score -1285388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1285440.125000 Penalty: 4558.612305
	Iteration 27Q: 3 clusters Score -1285440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1285485.250000 Penalty: 4558.612305
	Iteration 28Q: 3 clusters Score -1285485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1285518.375000 Penalty: 4558.612305
	Iteration 29Q: 3 clusters Score -1285518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1285540.250000 Penalty: 4558.612305
	Iteration 30Q: 3 clusters Score -1285540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1285558.250000 Penalty: 4558.612305
	Iteration 31Q: 3 clusters Score -1285558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1285571.750000 Penalty: 4558.612305
	Iteration 32Q: 3 clusters Score -1285572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1285580.750000 Penalty: 4558.612305
	Iteration 33Q: 3 clusters Score -1285581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1285589.125000 Penalty: 4558.612305
	Iteration 34Q: 3 clusters Score -1285589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1285597.625000 Penalty: 4558.612305
	Iteration 35Q: 3 clusters Score -1285598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1285596.125000 Penalty: 4558.612305
	Iteration 36Q: 3 clusters Score -1285596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1285600.625000 Penalty: 4558.612305
	Iteration 37Q: 3 clusters Score -1285601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1285604.250000 Penalty: 4558.612305
	Iteration 38Q: 3 clusters Score -1285604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1285607.000000 Penalty: 4558.612305
	Iteration 39Q: 3 clusters Score -1285607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1285606.375000 Penalty: 4558.612305
	Iteration 40F: 3 clusters Score -1285606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1285605.625000 Penalty: 4558.612305
	Iteration 41Q: 3 clusters Score -1285606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1285605.625000 Penalty: 4558.612305
	Iteration 42F: 3 clusters Score -1285606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Entering Unmasked Estep 
Score: -5637244.000000 Penalty: 2647.642334
	Iteration 0F: 2 clusters Score -5637244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5608172.500000 Penalty: 5295.284668
	Iteration 0F: 3 clusters Score -5608172 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5618778.500000 Penalty: 5295.284668
	Iteration 1F: 3 clusters Score -5618778 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5619315.500000 Penalty: 5295.284668
	Iteration 2Q: 3 clusters Score -5619316 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -5619887.500000 Penalty: 5295.284668
	Iteration 3Q: 3 clusters Score -5619888 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -5620391.000000 Penalty: 5295.284668
	Iteration 4Q: 3 clusters Score -5620391 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -5621015.000000 Penalty: 5295.284668
	Iteration 5Q: 3 clusters Score -5621015 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -5621916.000000 Penalty: 5295.284668
	Iteration 6Q: 3 clusters Score -5621916 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -5623213.500000 Penalty: 5295.284668
	Iteration 7F: 3 clusters Score -5623214 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5625126.500000 Penalty: 5295.284668
	Iteration 8F: 3 clusters Score -5625126 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -5627705.000000 Penalty: 5295.284668
	Iteration 9F: 3 clusters Score -5627705 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -5630513.000000 Penalty: 5295.284668
	Iteration 10F: 3 clusters Score -5630513 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -5632653.000000 Penalty: 5295.284668
	Iteration 11F: 3 clusters Score -5632653 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -5633824.000000 Penalty: 5295.284668
	Iteration 12Q: 3 clusters Score -5633824 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -5634383.500000 Penalty: 5295.284668
	Iteration 13Q: 3 clusters Score -5634384 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -5634619.500000 Penalty: 5295.284668
	Iteration 14Q: 3 clusters Score -5634620 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -5634757.500000 Penalty: 5295.284668
	Iteration 15Q: 3 clusters Score -5634758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5634852.000000 Penalty: 5295.284668
	Iteration 16Q: 3 clusters Score -5634852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -5634887.500000 Penalty: 5295.284668
	Iteration 17Q: 3 clusters Score -5634888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -5634926.500000 Penalty: 5295.284668
	Iteration 18Q: 3 clusters Score -5634926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5634936.000000 Penalty: 5295.284668
	Iteration 19Q: 3 clusters Score -5634936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -5634961.000000 Penalty: 5295.284668
	Iteration 20F: 3 clusters Score -5634961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5634974.500000 Penalty: 5295.284668
	Iteration 21Q: 3 clusters Score -5634974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -5634972.500000 Penalty: 5295.284668
	Iteration 22Q: 3 clusters Score -5634972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5634977.500000 Penalty: 5295.284668
	Iteration 23Q: 3 clusters Score -5634978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -5634976.500000 Penalty: 5295.284668
	Iteration 24Q: 3 clusters Score -5634976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -5634976.500000 Penalty: 5295.284668
	Iteration 25F: 3 clusters Score -5634976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -142383.796875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -142383.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140331.656250 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -140331.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140645.796875 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -140645.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140735.250000 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -140735.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -140805.890625 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -140805.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140881.687500 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -140881.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -140955.921875 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -140955.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -141070.671875 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -141070.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -141238.437500 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -141238.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -141477.046875 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -141477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -141811.468750 Penalty: 3509.181641
	Iteration 9F: 3 clusters Score -141811.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142418.203125 Penalty: 3509.181641
	Iteration 10F: 3 clusters Score -142418.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142616.687500 Penalty: 3509.181641
	Iteration 11F: 3 clusters Score -142616.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142741.218750 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -142741.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142837.109375 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -142837.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -142941.046875 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -142941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -143107.906250 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -143107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -143144.328125 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -143144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -143144.328125 Penalty: 3509.181641
	Iteration 17F: 3 clusters Score -143144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20047 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 43303 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 794 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 144626 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 7504 members 
Entering Unmasked Estep 
Score: -42899880.000000 Penalty: 69427.945312
Splitting cluster 6 changes total score from -42900512.000000 to -42899880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -102675.570312 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -102675.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100852.179688 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -100852.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101181.281250 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -101181.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101324.007812 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -101324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101423.414062 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -101423.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -101542.507812 Penalty: 3364.529297
	Iteration 4F: 3 clusters Score -101542.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -101787.921875 Penalty: 3364.529297
	Iteration 5F: 3 clusters Score -101787.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -102105.257812 Penalty: 3364.529297
	Iteration 6F: 3 clusters Score -102105.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -102380.492188 Penalty: 3364.529297
	Iteration 7F: 3 clusters Score -102380.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -102511.257812 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -102511.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -102552.734375 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -102552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -102568.617188 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -102568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -102580.281250 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -102580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -102583.109375 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -102583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -102585.117188 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -102585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -102585.117188 Penalty: 3364.529297
	Iteration 14F: 3 clusters Score -102585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Entering Unmasked Estep 
Score: -2054163.250000 Penalty: 2396.772461
	Iteration 0F: 2 clusters Score -2054163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2042795.625000 Penalty: 4793.544922
	Iteration 0F: 3 clusters Score -2042796 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2046558.000000 Penalty: 4793.544922
	Iteration 1F: 3 clusters Score -2046558 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2046936.500000 Penalty: 4793.544922
	Iteration 2F: 3 clusters Score -2046936 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2047305.500000 Penalty: 4793.544922
	Iteration 3F: 3 clusters Score -2047306 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2047681.125000 Penalty: 4793.544922
	Iteration 4Q: 3 clusters Score -2047681 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2048109.000000 Penalty: 4793.544922
	Iteration 5Q: 3 clusters Score -2048109 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2048542.875000 Penalty: 4793.544922
	Iteration 6Q: 3 clusters Score -2048543 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2048956.375000 Penalty: 4793.544922
	Iteration 7Q: 3 clusters Score -2048956 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2049360.875000 Penalty: 4793.544922
	Iteration 8Q: 3 clusters Score -2049361 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2049731.000000 Penalty: 4793.544922
	Iteration 9Q: 3 clusters Score -2049731 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2050083.250000 Penalty: 4793.544922
	Iteration 10Q: 3 clusters Score -2050083 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2050414.875000 Penalty: 4793.544922
	Iteration 11Q: 3 clusters Score -2050415 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2050675.500000 Penalty: 4793.544922
	Iteration 12Q: 3 clusters Score -2050676 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2050845.625000 Penalty: 4793.544922
	Iteration 13Q: 3 clusters Score -2050846 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2050995.375000 Penalty: 4793.544922
	Iteration 14Q: 3 clusters Score -2050995 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2051122.000000 Penalty: 4793.544922
	Iteration 15Q: 3 clusters Score -2051122 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2051231.000000 Penalty: 4793.544922
	Iteration 16Q: 3 clusters Score -2051231 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2051335.375000 Penalty: 4793.544922
	Iteration 17Q: 3 clusters Score -2051335 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2051414.625000 Penalty: 4793.544922
	Iteration 18Q: 3 clusters Score -2051415 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2051489.125000 Penalty: 4793.544922
	Iteration 19Q: 3 clusters Score -2051489 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2051554.250000 Penalty: 4793.544922
	Iteration 20F: 3 clusters Score -2051554 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2051607.125000 Penalty: 4793.544922
	Iteration 21Q: 3 clusters Score -2051607 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2051662.625000 Penalty: 4793.544922
	Iteration 22Q: 3 clusters Score -2051663 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2051713.125000 Penalty: 4793.544922
	Iteration 23Q: 3 clusters Score -2051713 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2051776.500000 Penalty: 4793.544922
	Iteration 24Q: 3 clusters Score -2051776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2051830.500000 Penalty: 4793.544922
	Iteration 25Q: 3 clusters Score -2051830 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2051875.750000 Penalty: 4793.544922
	Iteration 26Q: 3 clusters Score -2051876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2051908.875000 Penalty: 4793.544922
	Iteration 27Q: 3 clusters Score -2051909 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2051945.500000 Penalty: 4793.544922
	Iteration 28Q: 3 clusters Score -2051946 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2051975.250000 Penalty: 4793.544922
	Iteration 29Q: 3 clusters Score -2051975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2052001.375000 Penalty: 4793.544922
	Iteration 30Q: 3 clusters Score -2052001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2052014.375000 Penalty: 4793.544922
	Iteration 31Q: 3 clusters Score -2052014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2052037.000000 Penalty: 4793.544922
	Iteration 32Q: 3 clusters Score -2052037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2052054.375000 Penalty: 4793.544922
	Iteration 33Q: 3 clusters Score -2052054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2052069.250000 Penalty: 4793.544922
	Iteration 34Q: 3 clusters Score -2052069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2052090.375000 Penalty: 4793.544922
	Iteration 35Q: 3 clusters Score -2052090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2052104.625000 Penalty: 4793.544922
	Iteration 36Q: 3 clusters Score -2052105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2052124.375000 Penalty: 4793.544922
	Iteration 37Q: 3 clusters Score -2052124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2052139.250000 Penalty: 4793.544922
	Iteration 38Q: 3 clusters Score -2052139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2052154.125000 Penalty: 4793.544922
	Iteration 39Q: 3 clusters Score -2052154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2052166.875000 Penalty: 4793.544922
	Iteration 40F: 3 clusters Score -2052167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2052179.250000 Penalty: 4793.544922
	Iteration 41Q: 3 clusters Score -2052179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2052188.625000 Penalty: 4793.544922
	Iteration 42Q: 3 clusters Score -2052189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2052193.750000 Penalty: 4793.544922
	Iteration 43Q: 3 clusters Score -2052194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2052199.750000 Penalty: 4793.544922
	Iteration 44Q: 3 clusters Score -2052200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2052205.375000 Penalty: 4793.544922
	Iteration 45Q: 3 clusters Score -2052205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2052209.375000 Penalty: 4793.544922
	Iteration 46Q: 3 clusters Score -2052209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2052214.625000 Penalty: 4793.544922
	Iteration 47Q: 3 clusters Score -2052215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2052213.875000 Penalty: 4793.544922
	Iteration 48Q: 3 clusters Score -2052214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2052218.500000 Penalty: 4793.544922
	Iteration 49Q: 3 clusters Score -2052218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2052220.375000 Penalty: 4793.544922
	Iteration 50Q: 3 clusters Score -2052220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2052220.500000 Penalty: 4793.544922
	Iteration 51Q: 3 clusters Score -2052220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2052220.500000 Penalty: 4793.544922
	Iteration 52F: 3 clusters Score -2052220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Entering Unmasked Estep 
Score: -983429.000000 Penalty: 2204.753418
	Iteration 0F: 2 clusters Score -983429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -977522.062500 Penalty: 4409.506836
	Iteration 0F: 3 clusters Score -977522.1 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -979025.125000 Penalty: 4409.506836
	Iteration 1F: 3 clusters Score -979025.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -979263.125000 Penalty: 4409.506836
	Iteration 2F: 3 clusters Score -979263.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -979415.000000 Penalty: 4409.506836
	Iteration 3Q: 3 clusters Score -979415 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -979528.500000 Penalty: 4409.506836
	Iteration 4Q: 3 clusters Score -979528.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -979609.875000 Penalty: 4409.506836
	Iteration 5Q: 3 clusters Score -979609.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -979680.125000 Penalty: 4409.506836
	Iteration 6Q: 3 clusters Score -979680.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -979746.187500 Penalty: 4409.506836
	Iteration 7Q: 3 clusters Score -979746.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -979805.937500 Penalty: 4409.506836
	Iteration 8Q: 3 clusters Score -979805.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -979875.062500 Penalty: 4409.506836
	Iteration 9Q: 3 clusters Score -979875.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -979961.000000 Penalty: 4409.506836
	Iteration 10Q: 3 clusters Score -979961 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -980060.250000 Penalty: 4409.506836
	Iteration 11Q: 3 clusters Score -980060.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -980164.937500 Penalty: 4409.506836
	Iteration 12Q: 3 clusters Score -980164.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -980275.375000 Penalty: 4409.506836
	Iteration 13Q: 3 clusters Score -980275.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -980379.812500 Penalty: 4409.506836
	Iteration 14Q: 3 clusters Score -980379.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -980504.750000 Penalty: 4409.506836
	Iteration 15Q: 3 clusters Score -980504.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -980626.125000 Penalty: 4409.506836
	Iteration 16Q: 3 clusters Score -980626.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -980731.625000 Penalty: 4409.506836
	Iteration 17Q: 3 clusters Score -980731.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -980819.375000 Penalty: 4409.506836
	Iteration 18Q: 3 clusters Score -980819.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -980912.625000 Penalty: 4409.506836
	Iteration 19Q: 3 clusters Score -980912.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -980997.562500 Penalty: 4409.506836
	Iteration 20F: 3 clusters Score -980997.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -981071.687500 Penalty: 4409.506836
	Iteration 21Q: 3 clusters Score -981071.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -981120.687500 Penalty: 4409.506836
	Iteration 22Q: 3 clusters Score -981120.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -981151.937500 Penalty: 4409.506836
	Iteration 23Q: 3 clusters Score -981151.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -981174.562500 Penalty: 4409.506836
	Iteration 24Q: 3 clusters Score -981174.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -981195.062500 Penalty: 4409.506836
	Iteration 25Q: 3 clusters Score -981195.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -981218.500000 Penalty: 4409.506836
	Iteration 26Q: 3 clusters Score -981218.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -981232.000000 Penalty: 4409.506836
	Iteration 27Q: 3 clusters Score -981232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -981248.687500 Penalty: 4409.506836
	Iteration 28Q: 3 clusters Score -981248.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -981259.187500 Penalty: 4409.506836
	Iteration 29Q: 3 clusters Score -981259.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -981272.875000 Penalty: 4409.506836
	Iteration 30Q: 3 clusters Score -981272.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -981281.187500 Penalty: 4409.506836
	Iteration 31Q: 3 clusters Score -981281.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -981290.125000 Penalty: 4409.506836
	Iteration 32Q: 3 clusters Score -981290.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -981303.625000 Penalty: 4409.506836
	Iteration 33Q: 3 clusters Score -981303.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -981322.562500 Penalty: 4409.506836
	Iteration 34Q: 3 clusters Score -981322.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -981338.937500 Penalty: 4409.506836
	Iteration 35Q: 3 clusters Score -981338.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -981348.375000 Penalty: 4409.506836
	Iteration 36Q: 3 clusters Score -981348.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -981355.875000 Penalty: 4409.506836
	Iteration 37Q: 3 clusters Score -981355.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -981363.750000 Penalty: 4409.506836
	Iteration 38Q: 3 clusters Score -981363.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -981373.437500 Penalty: 4409.506836
	Iteration 39Q: 3 clusters Score -981373.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -981382.000000 Penalty: 4409.506836
	Iteration 40F: 3 clusters Score -981382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -981391.375000 Penalty: 4409.506836
	Iteration 41Q: 3 clusters Score -981391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -981399.750000 Penalty: 4409.506836
	Iteration 42Q: 3 clusters Score -981399.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -981405.812500 Penalty: 4409.506836
	Iteration 43Q: 3 clusters Score -981405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -981413.437500 Penalty: 4409.506836
	Iteration 44Q: 3 clusters Score -981413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -981414.562500 Penalty: 4409.506836
	Iteration 45Q: 3 clusters Score -981414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -981419.437500 Penalty: 4409.506836
	Iteration 46Q: 3 clusters Score -981419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -981423.812500 Penalty: 4409.506836
	Iteration 47Q: 3 clusters Score -981423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -981429.437500 Penalty: 4409.506836
	Iteration 48Q: 3 clusters Score -981429.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -981433.937500 Penalty: 4409.506836
	Iteration 49Q: 3 clusters Score -981433.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -981439.312500 Penalty: 4409.506836
	Iteration 50Q: 3 clusters Score -981439.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -981443.312500 Penalty: 4409.506836
	Iteration 51Q: 3 clusters Score -981443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -981448.187500 Penalty: 4409.506836
	Iteration 52Q: 3 clusters Score -981448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -981452.375000 Penalty: 4409.506836
	Iteration 53Q: 3 clusters Score -981452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -981456.937500 Penalty: 4409.506836
	Iteration 54Q: 3 clusters Score -981456.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -981461.562500 Penalty: 4409.506836
	Iteration 55Q: 3 clusters Score -981461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -981464.812500 Penalty: 4409.506836
	Iteration 56Q: 3 clusters Score -981464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -981465.812500 Penalty: 4409.506836
	Iteration 57Q: 3 clusters Score -981465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -981469.562500 Penalty: 4409.506836
	Iteration 58Q: 3 clusters Score -981469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -981472.687500 Penalty: 4409.506836
	Iteration 59Q: 3 clusters Score -981472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -981474.375000 Penalty: 4409.506836
	Iteration 60F: 3 clusters Score -981474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -981478.312500 Penalty: 4409.506836
	Iteration 61Q: 3 clusters Score -981478.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -981479.875000 Penalty: 4409.506836
	Iteration 62Q: 3 clusters Score -981479.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -981482.250000 Penalty: 4409.506836
	Iteration 63Q: 3 clusters Score -981482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -981485.875000 Penalty: 4409.506836
	Iteration 64Q: 3 clusters Score -981485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -981491.187500 Penalty: 4409.506836
	Iteration 65Q: 3 clusters Score -981491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -981489.437500 Penalty: 4409.506836
	Iteration 66Q: 3 clusters Score -981489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -981493.437500 Penalty: 4409.506836
	Iteration 67Q: 3 clusters Score -981493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -981495.125000 Penalty: 4409.506836
	Iteration 68Q: 3 clusters Score -981495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -981496.437500 Penalty: 4409.506836
	Iteration 69Q: 3 clusters Score -981496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -981499.875000 Penalty: 4409.506836
	Iteration 70Q: 3 clusters Score -981499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -981503.062500 Penalty: 4409.506836
	Iteration 71Q: 3 clusters Score -981503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -981504.625000 Penalty: 4409.506836
	Iteration 72Q: 3 clusters Score -981504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -981504.625000 Penalty: 4409.506836
	Iteration 73F: 3 clusters Score -981504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Entering Unmasked Estep 
Score: -1776927.000000 Penalty: 2363.537354
	Iteration 0F: 2 clusters Score -1776927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1766857.000000 Penalty: 4727.074707
	Iteration 0F: 3 clusters Score -1766857 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1770034.500000 Penalty: 4727.074707
	Iteration 1F: 3 clusters Score -1770034 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1770450.500000 Penalty: 4727.074707
	Iteration 2F: 3 clusters Score -1770450 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1770857.250000 Penalty: 4727.074707
	Iteration 3F: 3 clusters Score -1770857 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1771295.500000 Penalty: 4727.074707
	Iteration 4F: 3 clusters Score -1771296 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1771729.000000 Penalty: 4727.074707
	Iteration 5F: 3 clusters Score -1771729 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1772117.000000 Penalty: 4727.074707
	Iteration 6F: 3 clusters Score -1772117 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1772521.125000 Penalty: 4727.074707
	Iteration 7F: 3 clusters Score -1772521 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1772959.000000 Penalty: 4727.074707
	Iteration 8F: 3 clusters Score -1772959 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1773422.000000 Penalty: 4727.074707
	Iteration 9Q: 3 clusters Score -1773422 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1773914.750000 Penalty: 4727.074707
	Iteration 10Q: 3 clusters Score -1773915 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1774340.125000 Penalty: 4727.074707
	Iteration 11Q: 3 clusters Score -1774340 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1774687.875000 Penalty: 4727.074707
	Iteration 12Q: 3 clusters Score -1774688 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1774958.250000 Penalty: 4727.074707
	Iteration 13Q: 3 clusters Score -1774958 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1775138.250000 Penalty: 4727.074707
	Iteration 14Q: 3 clusters Score -1775138 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1775248.500000 Penalty: 4727.074707
	Iteration 15Q: 3 clusters Score -1775248 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1775342.750000 Penalty: 4727.074707
	Iteration 16Q: 3 clusters Score -1775343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1775395.750000 Penalty: 4727.074707
	Iteration 17Q: 3 clusters Score -1775396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1775430.625000 Penalty: 4727.074707
	Iteration 18Q: 3 clusters Score -1775431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1775460.125000 Penalty: 4727.074707
	Iteration 19Q: 3 clusters Score -1775460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1775475.375000 Penalty: 4727.074707
	Iteration 20F: 3 clusters Score -1775475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1775491.250000 Penalty: 4727.074707
	Iteration 21Q: 3 clusters Score -1775491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1775498.125000 Penalty: 4727.074707
	Iteration 22Q: 3 clusters Score -1775498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1775509.500000 Penalty: 4727.074707
	Iteration 23Q: 3 clusters Score -1775510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1775512.375000 Penalty: 4727.074707
	Iteration 24Q: 3 clusters Score -1775512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1775515.875000 Penalty: 4727.074707
	Iteration 25Q: 3 clusters Score -1775516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1775518.375000 Penalty: 4727.074707
	Iteration 26Q: 3 clusters Score -1775518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1775518.250000 Penalty: 4727.074707
	Iteration 27Q: 3 clusters Score -1775518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1775522.250000 Penalty: 4727.074707
	Iteration 28Q: 3 clusters Score -1775522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1775528.375000 Penalty: 4727.074707
	Iteration 29Q: 3 clusters Score -1775528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1775525.000000 Penalty: 4727.074707
	Iteration 30Q: 3 clusters Score -1775525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1775528.750000 Penalty: 4727.074707
	Iteration 31Q: 3 clusters Score -1775529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1775529.125000 Penalty: 4727.074707
	Iteration 32Q: 3 clusters Score -1775529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1775529.125000 Penalty: 4727.074707
	Iteration 33F: 3 clusters Score -1775529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Entering Unmasked Estep 
Score: -1520353.500000 Penalty: 2320.587402
	Iteration 0F: 2 clusters Score -1520354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1511662.000000 Penalty: 4641.174805
	Iteration 0F: 3 clusters Score -1511662 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1514270.375000 Penalty: 4641.174805
	Iteration 1F: 3 clusters Score -1514270 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1514613.750000 Penalty: 4641.174805
	Iteration 2F: 3 clusters Score -1514614 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1514857.000000 Penalty: 4641.174805
	Iteration 3Q: 3 clusters Score -1514857 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1515093.375000 Penalty: 4641.174805
	Iteration 4Q: 3 clusters Score -1515093 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1515331.750000 Penalty: 4641.174805
	Iteration 5Q: 3 clusters Score -1515332 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1515626.250000 Penalty: 4641.174805
	Iteration 6Q: 3 clusters Score -1515626 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1515942.125000 Penalty: 4641.174805
	Iteration 7Q: 3 clusters Score -1515942 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1516321.250000 Penalty: 4641.174805
	Iteration 8Q: 3 clusters Score -1516321 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1516732.125000 Penalty: 4641.174805
	Iteration 9Q: 3 clusters Score -1516732 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1517134.625000 Penalty: 4641.174805
	Iteration 10Q: 3 clusters Score -1517135 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1517470.250000 Penalty: 4641.174805
	Iteration 11Q: 3 clusters Score -1517470 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1517714.250000 Penalty: 4641.174805
	Iteration 12Q: 3 clusters Score -1517714 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1517872.625000 Penalty: 4641.174805
	Iteration 13Q: 3 clusters Score -1517873 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1518003.500000 Penalty: 4641.174805
	Iteration 14Q: 3 clusters Score -1518004 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1518101.000000 Penalty: 4641.174805
	Iteration 15Q: 3 clusters Score -1518101 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1518160.125000 Penalty: 4641.174805
	Iteration 16Q: 3 clusters Score -1518160 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1518219.375000 Penalty: 4641.174805
	Iteration 17Q: 3 clusters Score -1518219 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1518251.125000 Penalty: 4641.174805
	Iteration 18Q: 3 clusters Score -1518251 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1518280.375000 Penalty: 4641.174805
	Iteration 19Q: 3 clusters Score -1518280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1518306.375000 Penalty: 4641.174805
	Iteration 20F: 3 clusters Score -1518306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1518320.000000 Penalty: 4641.174805
	Iteration 21Q: 3 clusters Score -1518320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1518341.375000 Penalty: 4641.174805
	Iteration 22Q: 3 clusters Score -1518341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1518357.875000 Penalty: 4641.174805
	Iteration 23Q: 3 clusters Score -1518358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1518367.375000 Penalty: 4641.174805
	Iteration 24Q: 3 clusters Score -1518367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1518376.250000 Penalty: 4641.174805
	Iteration 25Q: 3 clusters Score -1518376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1518379.500000 Penalty: 4641.174805
	Iteration 26Q: 3 clusters Score -1518380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1518382.500000 Penalty: 4641.174805
	Iteration 27Q: 3 clusters Score -1518382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1518384.125000 Penalty: 4641.174805
	Iteration 28Q: 3 clusters Score -1518384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1518386.750000 Penalty: 4641.174805
	Iteration 29Q: 3 clusters Score -1518387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1518387.875000 Penalty: 4641.174805
	Iteration 30Q: 3 clusters Score -1518388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1518388.375000 Penalty: 4641.174805
	Iteration 31Q: 3 clusters Score -1518388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1518389.375000 Penalty: 4641.174805
	Iteration 32Q: 3 clusters Score -1518389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1518389.375000 Penalty: 4641.174805
	Iteration 33Q: 3 clusters Score -1518389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1518393.875000 Penalty: 4641.174805
	Iteration 34Q: 3 clusters Score -1518394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1518393.500000 Penalty: 4641.174805
	Iteration 35Q: 3 clusters Score -1518394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1518398.875000 Penalty: 4641.174805
	Iteration 36Q: 3 clusters Score -1518399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1518400.000000 Penalty: 4641.174805
	Iteration 37Q: 3 clusters Score -1518400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1518403.750000 Penalty: 4641.174805
	Iteration 38Q: 3 clusters Score -1518404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1518404.500000 Penalty: 4641.174805
	Iteration 39Q: 3 clusters Score -1518404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1518403.125000 Penalty: 4641.174805
	Iteration 40F: 3 clusters Score -1518403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1518405.250000 Penalty: 4641.174805
	Iteration 41Q: 3 clusters Score -1518405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1518406.750000 Penalty: 4641.174805
	Iteration 42Q: 3 clusters Score -1518407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1518413.750000 Penalty: 4641.174805
	Iteration 43Q: 3 clusters Score -1518414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1518416.000000 Penalty: 4641.174805
	Iteration 44Q: 3 clusters Score -1518416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1518419.000000 Penalty: 4641.174805
	Iteration 45Q: 3 clusters Score -1518419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1518420.125000 Penalty: 4641.174805
	Iteration 46Q: 3 clusters Score -1518420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1518422.750000 Penalty: 4641.174805
	Iteration 47Q: 3 clusters Score -1518423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1518421.125000 Penalty: 4641.174805
	Iteration 48Q: 3 clusters Score -1518421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1518421.000000 Penalty: 4641.174805
	Iteration 49Q: 3 clusters Score -1518421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1518422.375000 Penalty: 4641.174805
	Iteration 50Q: 3 clusters Score -1518422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1518423.000000 Penalty: 4641.174805
	Iteration 51Q: 3 clusters Score -1518423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1518420.875000 Penalty: 4641.174805
	Iteration 52Q: 3 clusters Score -1518421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1518423.125000 Penalty: 4641.174805
	Iteration 53Q: 3 clusters Score -1518423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1518423.125000 Penalty: 4641.174805
	Iteration 54F: 3 clusters Score -1518423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26199.451172 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26199.45 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 131 members 
Entering Unmasked Estep 
Score: -25083.093750 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25083.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25236.220703 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -25236.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25267.105469 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -25267.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25285.398438 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -25285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25301.199219 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -25301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25310.222656 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -25310.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25313.927734 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -25313.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25317.957031 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -25317.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25317.957031 Penalty: 2730.644531
	Iteration 8F: 3 clusters Score -25317.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -67625.960938 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -67625.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66092.406250 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -66092.41 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66328.718750 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -66328.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66410.226562 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -66410.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66458.789062 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -66458.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66494.507812 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -66494.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66498.734375 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -66498.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66506.070312 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -66506.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66510.429688 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -66510.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66570.507812 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -66570.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66680.835938 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -66680.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66856.210938 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -66856.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66898.046875 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -66898.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66928.765625 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -66928.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66949.750000 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -66949.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66963.304688 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -66963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66968.507812 Penalty: 3145.692383
	Iteration 15Q: 3 clusters Score -66968.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66970.585938 Penalty: 3145.692383
	Iteration 16Q: 3 clusters Score -66970.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66970.585938 Penalty: 3145.692383
	Iteration 17F: 3 clusters Score -66970.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (144626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144626 members 
Entering Unmasked Estep 
Score: -18955638.000000 Penalty: 2946.712891
	Iteration 0F: 2 clusters Score -1.895564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -18859976.000000 Penalty: 5893.425781
	Iteration 0F: 3 clusters Score -1.885998e+07 nChanged 68988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -18899804.000000 Penalty: 5893.425781
	Iteration 1F: 3 clusters Score -1.88998e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -18900768.000000 Penalty: 5893.425781
	Iteration 2Q: 3 clusters Score -1.890077e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -18901842.000000 Penalty: 5893.425781
	Iteration 3Q: 3 clusters Score -1.890184e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -18903578.000000 Penalty: 5893.425781
	Iteration 4Q: 3 clusters Score -1.890358e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -18906348.000000 Penalty: 5893.425781
	Iteration 5Q: 3 clusters Score -1.890635e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -18911306.000000 Penalty: 5893.425781
	Iteration 6F: 3 clusters Score -1.891131e+07 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -18919852.000000 Penalty: 5893.425781
	Iteration 7F: 3 clusters Score -1.891985e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -18930966.000000 Penalty: 5893.425781
	Iteration 8F: 3 clusters Score -1.893097e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131209 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -18941112.000000 Penalty: 5893.425781
	Iteration 9F: 3 clusters Score -1.894111e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138210 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -18947520.000000 Penalty: 5893.425781
	Iteration 10Q: 3 clusters Score -1.894752e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -18950772.000000 Penalty: 5893.425781
	Iteration 11Q: 3 clusters Score -1.895077e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143319 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -18952138.000000 Penalty: 5893.425781
	Iteration 12Q: 3 clusters Score -1.895214e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143874 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -18952634.000000 Penalty: 5893.425781
	Iteration 13Q: 3 clusters Score -1.895263e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144060 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18952856.000000 Penalty: 5893.425781
	Iteration 14Q: 3 clusters Score -1.895286e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144155 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -18952974.000000 Penalty: 5893.425781
	Iteration 15Q: 3 clusters Score -1.895297e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144209 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -18953034.000000 Penalty: 5893.425781
	Iteration 16Q: 3 clusters Score -1.895303e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -18953082.000000 Penalty: 5893.425781
	Iteration 17Q: 3 clusters Score -1.895308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144251 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18953120.000000 Penalty: 5893.425781
	Iteration 18Q: 3 clusters Score -1.895312e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18953150.000000 Penalty: 5893.425781
	Iteration 19Q: 3 clusters Score -1.895315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -18953156.000000 Penalty: 5893.425781
	Iteration 20F: 3 clusters Score -1.895316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -18953164.000000 Penalty: 5893.425781
	Iteration 21Q: 3 clusters Score -1.895316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18953170.000000 Penalty: 5893.425781
	Iteration 22Q: 3 clusters Score -1.895317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144264 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18953172.000000 Penalty: 5893.425781
	Iteration 23Q: 3 clusters Score -1.895317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18953182.000000 Penalty: 5893.425781
	Iteration 24Q: 3 clusters Score -1.895318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144268 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18953178.000000 Penalty: 5893.425781
	Iteration 25Q: 3 clusters Score -1.895318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144273 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -18953188.000000 Penalty: 5893.425781
	Iteration 26Q: 3 clusters Score -1.895319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144278 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -18953188.000000 Penalty: 5893.425781
	Iteration 27Q: 3 clusters Score -1.895319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18953190.000000 Penalty: 5893.425781
	Iteration 28Q: 3 clusters Score -1.895319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18953188.000000 Penalty: 5893.425781
	Iteration 29Q: 3 clusters Score -1.895319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18953188.000000 Penalty: 5893.425781
	Iteration 30F: 3 clusters Score -1.895319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Entering Unmasked Estep 
Score: -2116104.000000 Penalty: 2406.864014
	Iteration 0F: 2 clusters Score -2116104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2104318.000000 Penalty: 4813.728027
	Iteration 0F: 3 clusters Score -2104318 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2108151.750000 Penalty: 4813.728027
	Iteration 1F: 3 clusters Score -2108152 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2108599.750000 Penalty: 4813.728027
	Iteration 2F: 3 clusters Score -2108600 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2109069.250000 Penalty: 4813.728027
	Iteration 3F: 3 clusters Score -2109069 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2109652.500000 Penalty: 4813.728027
	Iteration 4F: 3 clusters Score -2109652 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2110417.250000 Penalty: 4813.728027
	Iteration 5F: 3 clusters Score -2110417 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2111354.500000 Penalty: 4813.728027
	Iteration 6F: 3 clusters Score -2111354 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2112313.000000 Penalty: 4813.728027
	Iteration 7F: 3 clusters Score -2112313 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2113091.750000 Penalty: 4813.728027
	Iteration 8F: 3 clusters Score -2113092 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2113601.250000 Penalty: 4813.728027
	Iteration 9Q: 3 clusters Score -2113601 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2113923.500000 Penalty: 4813.728027
	Iteration 10Q: 3 clusters Score -2113924 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2114166.000000 Penalty: 4813.728027
	Iteration 11Q: 3 clusters Score -2114166 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2114334.500000 Penalty: 4813.728027
	Iteration 12Q: 3 clusters Score -2114334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2114439.000000 Penalty: 4813.728027
	Iteration 13Q: 3 clusters Score -2114439 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2114526.250000 Penalty: 4813.728027
	Iteration 14Q: 3 clusters Score -2114526 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2114581.500000 Penalty: 4813.728027
	Iteration 15Q: 3 clusters Score -2114582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2114608.500000 Penalty: 4813.728027
	Iteration 16Q: 3 clusters Score -2114608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2114633.000000 Penalty: 4813.728027
	Iteration 17Q: 3 clusters Score -2114633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2114641.250000 Penalty: 4813.728027
	Iteration 18Q: 3 clusters Score -2114641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2114651.500000 Penalty: 4813.728027
	Iteration 19Q: 3 clusters Score -2114652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2114656.000000 Penalty: 4813.728027
	Iteration 20F: 3 clusters Score -2114656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2114656.000000 Penalty: 4813.728027
	Iteration 21Q: 3 clusters Score -2114656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2114658.000000 Penalty: 4813.728027
	Iteration 22Q: 3 clusters Score -2114658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2114660.500000 Penalty: 4813.728027
	Iteration 23Q: 3 clusters Score -2114660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2114662.000000 Penalty: 4813.728027
	Iteration 24Q: 3 clusters Score -2114662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2114663.500000 Penalty: 4813.728027
	Iteration 25Q: 3 clusters Score -2114664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2114661.250000 Penalty: 4813.728027
	Iteration 26Q: 3 clusters Score -2114661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2114664.500000 Penalty: 4813.728027
	Iteration 27Q: 3 clusters Score -2114664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2114669.250000 Penalty: 4813.728027
	Iteration 28Q: 3 clusters Score -2114669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2114665.000000 Penalty: 4813.728027
	Iteration 29Q: 3 clusters Score -2114665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2114662.250000 Penalty: 4813.728027
	Iteration 30Q: 3 clusters Score -2114662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2114667.500000 Penalty: 4813.728027
	Iteration 31Q: 3 clusters Score -2114668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2114667.500000 Penalty: 4813.728027
	Iteration 32Q: 3 clusters Score -2114668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2114666.500000 Penalty: 4813.728027
	Iteration 33Q: 3 clusters Score -2114666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2114674.500000 Penalty: 4813.728027
	Iteration 34Q: 3 clusters Score -2114674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2114673.500000 Penalty: 4813.728027
	Iteration 35Q: 3 clusters Score -2114674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2114675.500000 Penalty: 4813.728027
	Iteration 36Q: 3 clusters Score -2114676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2114675.750000 Penalty: 4813.728027
	Iteration 37Q: 3 clusters Score -2114676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2114676.750000 Penalty: 4813.728027
	Iteration 38Q: 3 clusters Score -2114677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2114677.500000 Penalty: 4813.728027
	Iteration 39Q: 3 clusters Score -2114678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2114676.250000 Penalty: 4813.728027
	Iteration 40F: 3 clusters Score -2114676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2114676.000000 Penalty: 4813.728027
	Iteration 41Q: 3 clusters Score -2114676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2114676.000000 Penalty: 4813.728027
	Iteration 42F: 3 clusters Score -2114676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Entering Unmasked Estep 
Score: -1637422.500000 Penalty: 2337.511963
	Iteration 0F: 2 clusters Score -1637422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1628204.125000 Penalty: 4675.023926
	Iteration 0F: 3 clusters Score -1628204 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1630961.750000 Penalty: 4675.023926
	Iteration 1F: 3 clusters Score -1630962 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1631325.375000 Penalty: 4675.023926
	Iteration 2F: 3 clusters Score -1631325 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1631670.500000 Penalty: 4675.023926
	Iteration 3F: 3 clusters Score -1631670 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1632009.375000 Penalty: 4675.023926
	Iteration 4F: 3 clusters Score -1632009 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1632398.250000 Penalty: 4675.023926
	Iteration 5F: 3 clusters Score -1632398 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1632867.125000 Penalty: 4675.023926
	Iteration 6F: 3 clusters Score -1632867 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1633344.250000 Penalty: 4675.023926
	Iteration 7F: 3 clusters Score -1633344 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1633775.875000 Penalty: 4675.023926
	Iteration 8Q: 3 clusters Score -1633776 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1634125.625000 Penalty: 4675.023926
	Iteration 9Q: 3 clusters Score -1634126 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1634420.875000 Penalty: 4675.023926
	Iteration 10Q: 3 clusters Score -1634421 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1634635.250000 Penalty: 4675.023926
	Iteration 11Q: 3 clusters Score -1634635 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1634778.500000 Penalty: 4675.023926
	Iteration 12Q: 3 clusters Score -1634778 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1634896.375000 Penalty: 4675.023926
	Iteration 13Q: 3 clusters Score -1634896 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1635009.750000 Penalty: 4675.023926
	Iteration 14Q: 3 clusters Score -1635010 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1635107.875000 Penalty: 4675.023926
	Iteration 15Q: 3 clusters Score -1635108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1635183.875000 Penalty: 4675.023926
	Iteration 16Q: 3 clusters Score -1635184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1635236.250000 Penalty: 4675.023926
	Iteration 17Q: 3 clusters Score -1635236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1635280.250000 Penalty: 4675.023926
	Iteration 18Q: 3 clusters Score -1635280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1635305.625000 Penalty: 4675.023926
	Iteration 19Q: 3 clusters Score -1635306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1635324.000000 Penalty: 4675.023926
	Iteration 20F: 3 clusters Score -1635324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1635337.875000 Penalty: 4675.023926
	Iteration 21Q: 3 clusters Score -1635338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1635348.125000 Penalty: 4675.023926
	Iteration 22Q: 3 clusters Score -1635348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1635357.375000 Penalty: 4675.023926
	Iteration 23Q: 3 clusters Score -1635357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1635359.500000 Penalty: 4675.023926
	Iteration 24Q: 3 clusters Score -1635360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1635363.250000 Penalty: 4675.023926
	Iteration 25Q: 3 clusters Score -1635363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1635363.125000 Penalty: 4675.023926
	Iteration 26Q: 3 clusters Score -1635363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1635363.125000 Penalty: 4675.023926
	Iteration 27F: 3 clusters Score -1635363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Entering Unmasked Estep 
Score: -956259.875000 Penalty: 2226.864258
	Iteration 0F: 2 clusters Score -956259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -949946.937500 Penalty: 4453.728516
	Iteration 0F: 3 clusters Score -949946.9 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -951615.750000 Penalty: 4453.728516
	Iteration 1F: 3 clusters Score -951615.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -951884.937500 Penalty: 4453.728516
	Iteration 2F: 3 clusters Score -951884.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -952079.375000 Penalty: 4453.728516
	Iteration 3F: 3 clusters Score -952079.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -952254.437500 Penalty: 4453.728516
	Iteration 4Q: 3 clusters Score -952254.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -952387.125000 Penalty: 4453.728516
	Iteration 5Q: 3 clusters Score -952387.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -952495.000000 Penalty: 4453.728516
	Iteration 6Q: 3 clusters Score -952495 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -952594.687500 Penalty: 4453.728516
	Iteration 7Q: 3 clusters Score -952594.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -952703.000000 Penalty: 4453.728516
	Iteration 8Q: 3 clusters Score -952703 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -952818.687500 Penalty: 4453.728516
	Iteration 9Q: 3 clusters Score -952818.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -952944.250000 Penalty: 4453.728516
	Iteration 10Q: 3 clusters Score -952944.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -953051.250000 Penalty: 4453.728516
	Iteration 11Q: 3 clusters Score -953051.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -953151.562500 Penalty: 4453.728516
	Iteration 12Q: 3 clusters Score -953151.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -953250.875000 Penalty: 4453.728516
	Iteration 13Q: 3 clusters Score -953250.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -953332.875000 Penalty: 4453.728516
	Iteration 14Q: 3 clusters Score -953332.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -953421.500000 Penalty: 4453.728516
	Iteration 15Q: 3 clusters Score -953421.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -953503.437500 Penalty: 4453.728516
	Iteration 16Q: 3 clusters Score -953503.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -953583.875000 Penalty: 4453.728516
	Iteration 17Q: 3 clusters Score -953583.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -953668.875000 Penalty: 4453.728516
	Iteration 18Q: 3 clusters Score -953668.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -953765.875000 Penalty: 4453.728516
	Iteration 19Q: 3 clusters Score -953765.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -953872.375000 Penalty: 4453.728516
	Iteration 20F: 3 clusters Score -953872.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -953984.937500 Penalty: 4453.728516
	Iteration 21Q: 3 clusters Score -953984.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -954086.062500 Penalty: 4453.728516
	Iteration 22Q: 3 clusters Score -954086.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -954177.375000 Penalty: 4453.728516
	Iteration 23Q: 3 clusters Score -954177.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -954259.937500 Penalty: 4453.728516
	Iteration 24Q: 3 clusters Score -954259.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -954318.812500 Penalty: 4453.728516
	Iteration 25Q: 3 clusters Score -954318.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -954367.687500 Penalty: 4453.728516
	Iteration 26Q: 3 clusters Score -954367.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -954406.375000 Penalty: 4453.728516
	Iteration 27Q: 3 clusters Score -954406.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -954437.625000 Penalty: 4453.728516
	Iteration 28Q: 3 clusters Score -954437.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -954464.875000 Penalty: 4453.728516
	Iteration 29Q: 3 clusters Score -954464.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -954489.312500 Penalty: 4453.728516
	Iteration 30Q: 3 clusters Score -954489.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -954513.750000 Penalty: 4453.728516
	Iteration 31Q: 3 clusters Score -954513.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -954530.437500 Penalty: 4453.728516
	Iteration 32Q: 3 clusters Score -954530.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -954545.875000 Penalty: 4453.728516
	Iteration 33Q: 3 clusters Score -954545.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -954565.125000 Penalty: 4453.728516
	Iteration 34Q: 3 clusters Score -954565.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -954586.937500 Penalty: 4453.728516
	Iteration 35Q: 3 clusters Score -954586.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -954608.937500 Penalty: 4453.728516
	Iteration 36Q: 3 clusters Score -954608.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -954627.687500 Penalty: 4453.728516
	Iteration 37Q: 3 clusters Score -954627.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -954638.125000 Penalty: 4453.728516
	Iteration 38Q: 3 clusters Score -954638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -954642.062500 Penalty: 4453.728516
	Iteration 39Q: 3 clusters Score -954642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -954645.000000 Penalty: 4453.728516
	Iteration 40F: 3 clusters Score -954645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -954654.187500 Penalty: 4453.728516
	Iteration 41Q: 3 clusters Score -954654.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -954659.250000 Penalty: 4453.728516
	Iteration 42Q: 3 clusters Score -954659.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -954667.625000 Penalty: 4453.728516
	Iteration 43Q: 3 clusters Score -954667.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -954677.000000 Penalty: 4453.728516
	Iteration 44Q: 3 clusters Score -954677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -954686.000000 Penalty: 4453.728516
	Iteration 45Q: 3 clusters Score -954686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -954694.562500 Penalty: 4453.728516
	Iteration 46Q: 3 clusters Score -954694.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -954701.500000 Penalty: 4453.728516
	Iteration 47Q: 3 clusters Score -954701.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -954705.937500 Penalty: 4453.728516
	Iteration 48Q: 3 clusters Score -954705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -954712.187500 Penalty: 4453.728516
	Iteration 49Q: 3 clusters Score -954712.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -954716.750000 Penalty: 4453.728516
	Iteration 50Q: 3 clusters Score -954716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -954717.125000 Penalty: 4453.728516
	Iteration 51Q: 3 clusters Score -954717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -954717.812500 Penalty: 4453.728516
	Iteration 52Q: 3 clusters Score -954717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -954719.687500 Penalty: 4453.728516
	Iteration 53Q: 3 clusters Score -954719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -954721.062500 Penalty: 4453.728516
	Iteration 54Q: 3 clusters Score -954721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -954720.562500 Penalty: 4453.728516
	Iteration 55Q: 3 clusters Score -954720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -954720.562500 Penalty: 4453.728516
	Iteration 56F: 3 clusters Score -954720.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -639075.750000 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -639075.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -634455.562500 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -634455.6 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -635828.875000 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -635828.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -636181.437500 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -636181.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -636455.812500 Penalty: 4243.886230
	Iteration 3F: 3 clusters Score -636455.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -636663.187500 Penalty: 4243.886230
	Iteration 4F: 3 clusters Score -636663.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -636802.687500 Penalty: 4243.886230
	Iteration 5Q: 3 clusters Score -636802.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -636914.000000 Penalty: 4243.886230
	Iteration 6Q: 3 clusters Score -636914 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -637003.187500 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -637003.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -637067.187500 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -637067.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -637125.812500 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -637125.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -637182.312500 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -637182.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -637226.812500 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -637226.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -637268.750000 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -637268.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -637318.312500 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -637318.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -637379.312500 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -637379.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -637427.875000 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -637427.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -637472.062500 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -637472.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -637526.750000 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -637526.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -637579.312500 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -637579.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -637632.500000 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -637632.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -637694.250000 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -637694.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -637762.125000 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -637762.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -637817.625000 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -637817.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -637871.937500 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -637871.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -637935.375000 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -637935.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -637995.062500 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -637995.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -638032.437500 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -638032.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -638062.250000 Penalty: 4243.886230
	Iteration 27Q: 3 clusters Score -638062.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -638086.062500 Penalty: 4243.886230
	Iteration 28Q: 3 clusters Score -638086.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -638105.375000 Penalty: 4243.886230
	Iteration 29Q: 3 clusters Score -638105.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -638124.125000 Penalty: 4243.886230
	Iteration 30Q: 3 clusters Score -638124.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -638133.000000 Penalty: 4243.886230
	Iteration 31Q: 3 clusters Score -638133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -638136.062500 Penalty: 4243.886230
	Iteration 32Q: 3 clusters Score -638136.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -638140.000000 Penalty: 4243.886230
	Iteration 33Q: 3 clusters Score -638140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -638145.687500 Penalty: 4243.886230
	Iteration 34Q: 3 clusters Score -638145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -638146.687500 Penalty: 4243.886230
	Iteration 35Q: 3 clusters Score -638146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -638147.500000 Penalty: 4243.886230
	Iteration 36Q: 3 clusters Score -638147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -638148.937500 Penalty: 4243.886230
	Iteration 37Q: 3 clusters Score -638148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -638149.562500 Penalty: 4243.886230
	Iteration 38Q: 3 clusters Score -638149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -638150.312500 Penalty: 4243.886230
	Iteration 39Q: 3 clusters Score -638150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -638151.500000 Penalty: 4243.886230
	Iteration 40F: 3 clusters Score -638151.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -638153.375000 Penalty: 4243.886230
	Iteration 41Q: 3 clusters Score -638153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -638153.375000 Penalty: 4243.886230
	Iteration 42F: 3 clusters Score -638153.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -191166.218750 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -191166.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -188903.546875 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -188903.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189242.343750 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -189242.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189361.156250 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -189361.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189420.890625 Penalty: 3614.969238
	Iteration 3Q: 3 clusters Score -189420.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -189458.187500 Penalty: 3614.969238
	Iteration 4Q: 3 clusters Score -189458.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -189483.109375 Penalty: 3614.969238
	Iteration 5Q: 3 clusters Score -189483.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -189498.031250 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -189498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189506.875000 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -189506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -189514.812500 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -189514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -189522.640625 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -189522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -189535.171875 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -189535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189541.687500 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -189541.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -189553.046875 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -189553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189558.718750 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -189558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189564.281250 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -189564.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -189569.015625 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -189569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -189572.390625 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -189572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -189575.812500 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -189575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -189576.781250 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -189576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -189576.781250 Penalty: 3614.969238
	Iteration 19F: 3 clusters Score -189576.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -200060.406250 Penalty: 1830.148682
	Iteration 0F: 2 clusters Score -200060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197676.781250 Penalty: 3660.297363
	Iteration 0F: 3 clusters Score -197676.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198102.265625 Penalty: 3660.297363
	Iteration 1F: 3 clusters Score -198102.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -198226.484375 Penalty: 3660.297363
	Iteration 2F: 3 clusters Score -198226.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -198281.140625 Penalty: 3660.297363
	Iteration 3Q: 3 clusters Score -198281.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -198309.031250 Penalty: 3660.297363
	Iteration 4Q: 3 clusters Score -198309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198330.812500 Penalty: 3660.297363
	Iteration 5Q: 3 clusters Score -198330.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -198344.921875 Penalty: 3660.297363
	Iteration 6Q: 3 clusters Score -198344.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -198355.375000 Penalty: 3660.297363
	Iteration 7Q: 3 clusters Score -198355.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -198366.671875 Penalty: 3660.297363
	Iteration 8Q: 3 clusters Score -198366.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -198378.765625 Penalty: 3660.297363
	Iteration 9Q: 3 clusters Score -198378.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -198395.078125 Penalty: 3660.297363
	Iteration 10Q: 3 clusters Score -198395.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198410.078125 Penalty: 3660.297363
	Iteration 11Q: 3 clusters Score -198410.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198420.765625 Penalty: 3660.297363
	Iteration 12Q: 3 clusters Score -198420.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -198431.125000 Penalty: 3660.297363
	Iteration 13Q: 3 clusters Score -198431.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -198436.375000 Penalty: 3660.297363
	Iteration 14Q: 3 clusters Score -198436.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -198438.859375 Penalty: 3660.297363
	Iteration 15Q: 3 clusters Score -198438.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -198446.234375 Penalty: 3660.297363
	Iteration 16Q: 3 clusters Score -198446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -198449.125000 Penalty: 3660.297363
	Iteration 17Q: 3 clusters Score -198449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -198451.718750 Penalty: 3660.297363
	Iteration 18Q: 3 clusters Score -198451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -198457.546875 Penalty: 3660.297363
	Iteration 19Q: 3 clusters Score -198457.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -198464.187500 Penalty: 3660.297363
	Iteration 20F: 3 clusters Score -198464.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -198469.234375 Penalty: 3660.297363
	Iteration 21Q: 3 clusters Score -198469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198472.625000 Penalty: 3660.297363
	Iteration 22Q: 3 clusters Score -198472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198477.078125 Penalty: 3660.297363
	Iteration 23Q: 3 clusters Score -198477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -198480.984375 Penalty: 3660.297363
	Iteration 24Q: 3 clusters Score -198481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -198486.000000 Penalty: 3660.297363
	Iteration 25Q: 3 clusters Score -198486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -198491.140625 Penalty: 3660.297363
	Iteration 26Q: 3 clusters Score -198491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -198494.359375 Penalty: 3660.297363
	Iteration 27Q: 3 clusters Score -198494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -198498.812500 Penalty: 3660.297363
	Iteration 28Q: 3 clusters Score -198498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -198503.031250 Penalty: 3660.297363
	Iteration 29Q: 3 clusters Score -198503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -198507.625000 Penalty: 3660.297363
	Iteration 30Q: 3 clusters Score -198507.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -198511.421875 Penalty: 3660.297363
	Iteration 31Q: 3 clusters Score -198511.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -198518.265625 Penalty: 3660.297363
	Iteration 32Q: 3 clusters Score -198518.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198524.125000 Penalty: 3660.297363
	Iteration 33Q: 3 clusters Score -198524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198526.718750 Penalty: 3660.297363
	Iteration 34Q: 3 clusters Score -198526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -198527.984375 Penalty: 3660.297363
	Iteration 35Q: 3 clusters Score -198528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -198527.984375 Penalty: 3660.297363
	Iteration 36F: 3 clusters Score -198528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Entering Unmasked Estep 
Score: -982210.000000 Penalty: 2212.951416
	Iteration 0F: 2 clusters Score -982210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -976090.187500 Penalty: 4425.902832
	Iteration 0F: 3 clusters Score -976090.2 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -977659.625000 Penalty: 4425.902832
	Iteration 1F: 3 clusters Score -977659.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -977917.625000 Penalty: 4425.902832
	Iteration 2F: 3 clusters Score -977917.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -978117.187500 Penalty: 4425.902832
	Iteration 3F: 3 clusters Score -978117.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -978270.875000 Penalty: 4425.902832
	Iteration 4Q: 3 clusters Score -978270.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -978388.937500 Penalty: 4425.902832
	Iteration 5Q: 3 clusters Score -978388.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -978513.187500 Penalty: 4425.902832
	Iteration 6Q: 3 clusters Score -978513.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -978616.125000 Penalty: 4425.902832
	Iteration 7Q: 3 clusters Score -978616.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -978726.687500 Penalty: 4425.902832
	Iteration 8Q: 3 clusters Score -978726.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -978839.125000 Penalty: 4425.902832
	Iteration 9Q: 3 clusters Score -978839.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -978952.187500 Penalty: 4425.902832
	Iteration 10Q: 3 clusters Score -978952.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -979060.500000 Penalty: 4425.902832
	Iteration 11Q: 3 clusters Score -979060.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -979171.312500 Penalty: 4425.902832
	Iteration 12Q: 3 clusters Score -979171.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -979307.750000 Penalty: 4425.902832
	Iteration 13Q: 3 clusters Score -979307.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -979451.375000 Penalty: 4425.902832
	Iteration 14Q: 3 clusters Score -979451.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -979589.750000 Penalty: 4425.902832
	Iteration 15Q: 3 clusters Score -979589.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -979708.625000 Penalty: 4425.902832
	Iteration 16Q: 3 clusters Score -979708.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -979797.562500 Penalty: 4425.902832
	Iteration 17Q: 3 clusters Score -979797.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -979886.000000 Penalty: 4425.902832
	Iteration 18Q: 3 clusters Score -979886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -979949.062500 Penalty: 4425.902832
	Iteration 19Q: 3 clusters Score -979949.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -980006.625000 Penalty: 4425.902832
	Iteration 20F: 3 clusters Score -980006.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -980045.812500 Penalty: 4425.902832
	Iteration 21Q: 3 clusters Score -980045.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -980085.000000 Penalty: 4425.902832
	Iteration 22Q: 3 clusters Score -980085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -980115.000000 Penalty: 4425.902832
	Iteration 23Q: 3 clusters Score -980115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -980140.812500 Penalty: 4425.902832
	Iteration 24Q: 3 clusters Score -980140.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -980165.500000 Penalty: 4425.902832
	Iteration 25Q: 3 clusters Score -980165.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -980189.875000 Penalty: 4425.902832
	Iteration 26Q: 3 clusters Score -980189.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -980208.187500 Penalty: 4425.902832
	Iteration 27Q: 3 clusters Score -980208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -980223.937500 Penalty: 4425.902832
	Iteration 28Q: 3 clusters Score -980223.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -980235.812500 Penalty: 4425.902832
	Iteration 29Q: 3 clusters Score -980235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -980246.125000 Penalty: 4425.902832
	Iteration 30Q: 3 clusters Score -980246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -980254.500000 Penalty: 4425.902832
	Iteration 31Q: 3 clusters Score -980254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -980255.375000 Penalty: 4425.902832
	Iteration 32Q: 3 clusters Score -980255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -980255.937500 Penalty: 4425.902832
	Iteration 33Q: 3 clusters Score -980255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -980256.750000 Penalty: 4425.902832
	Iteration 34Q: 3 clusters Score -980256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -980258.187500 Penalty: 4425.902832
	Iteration 35Q: 3 clusters Score -980258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -980263.062500 Penalty: 4425.902832
	Iteration 36Q: 3 clusters Score -980263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -980264.562500 Penalty: 4425.902832
	Iteration 37Q: 3 clusters Score -980264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -980268.062500 Penalty: 4425.902832
	Iteration 38Q: 3 clusters Score -980268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -980269.875000 Penalty: 4425.902832
	Iteration 39Q: 3 clusters Score -980269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -980271.500000 Penalty: 4425.902832
	Iteration 40F: 3 clusters Score -980271.5 nChanged 0
--- Evaluating fit on full set of 1008198 points ---
Entering Unmasked Estep 
Score: -128338304.000000 Penalty: 71993.703125
25->22 Clusters: Score -128338304.000000, best is -128828864.000000

Main iterations: 0 (time per=infms)
Total iterations: 46826 (time per=136.431471ms)
Iterations metric 2: 1294737604608.000000 (time per=4.934235ns)
Iterations metric 3: 38841553518592.000000 (time per=164.476944ps)

That took 6388.540039 seconds.
